diff --git a/.gitattributes b/.gitattributes
index f2cc39c..ce1e696 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -2,4 +2,6 @@
 # Without -text, Windows checkouts CRLF-convert these files and their pinned
 # SHA-256 hashes (tests/test_reference_integrity.py) no longer match.
 validation/PBTESTDATABASE_T100.csv -text
+validation/PBTESTKNOWNEFFECTS_T100.csv -text
+validation/aco_per_capita_expenditure.csv -text
 tests/fixtures/bishop_analyses/*.json -text
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a3cf278..db52b32 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -72,9 +72,10 @@ jobs:
             docs/tutorials/sds1-complete-analysis.ipynb \
             --tb=short
       - name: Validate against Bishop's reference results (ubuntu / 3.13 only)
-        # The 280-assertion ground-truth check. It lives outside tests/ because
-        # it also renders a report, but nothing was running it — so a drift in
-        # the numbers the README advertises would have gone unnoticed.
+        # The ground-truth check: PB against every VAS run of Dr. Bishop's on hand
+        # (tests/fixtures/bishop_analyses/). It lives outside tests/ because it
+        # also renders a report, but nothing was running it — so a drift in the
+        # numbers the README advertises would have gone unnoticed.
         if: matrix.os == 'ubuntu-latest' && matrix.python-version == '3.13'
         run: python validation/e2e_bishop_report.py
 
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 28addca..e7a1a38 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,128 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+This release aligns the library with Bishop's VAS documentation manual dated 10-1-2026 and
+reproduces his VAS run of 3 October 2026 (PM SDS, PM INERT and Medicare decks). Equation
+numbers below are that manual's.
+
+### Changed
+- **R6's factor-level effect leaves out R2's level mean, as VAS does.** R6 = α_i + R2 with α_i the
+  condition effects ρ̂_k = R5 - R2 averaged over the level (was the level's mean of R5, which also
+  carries the level's average R2; the 10-1 manual's Eq 14-24 writes it that way, "≈ α_i"). ADS 1 is
+  unchanged (R2 averages to zero in each cell); on ADS 2/3 the effect moves by the level's mean R2,
+  which shows when levels are small: Tom's Medicare run centres the organisation-effects chart at
+  10831.1 (PB was 10829.8, now 10831.1).
+- **R2 for designs with a one-observation subgroup (ADS 2 and 3) follows the 10-1 manual.**
+  The data are first stripped of the process mean and the condition and period effects
+  (Z = Y − Ȳ_k − Ȳ_t + Ȳ, Eq 14-4 / 14-9), Z is differenced along the condition-then-time
+  sequence, and the difference is divided by twice the R2 scale factor
+  c(K, M) = √((K − 1)/(2K) · (1 − K/(M − 1))), computed from the layout (Eqs 14-5..14-13).
+  Previously R2 was half the difference of consecutive raw values, so every step from one
+  condition's last period to the next condition's first carried the level difference between
+  them, a common trend was read as noise, and the result sat on a smaller scale than σ. R3–R6,
+  the effects, maximum information and potential capability follow. PM SDS 2 R2 chart limits
+  ±1.94 → ±2.76, PM SDS 3 ±2.47 → ±3.70, potential Cp on PM SDS 2 (specs 232/242)
+  2.51 → 1.78; on the Medicare ACO file the R2 σ falls from about 1,023 to 300 and the
+  organisation chart (recentred R5 by ACO) flags 19 of 24 organisations instead of 8. ADS 1
+  R2 (within-cell deviation, Eq 14-3) is unchanged. `calculate_r2` now dispatches on
+  `r2_method` and takes `n_conditions`; its `n_per_cell` argument is gone.
+- **Taguchi loss follows the 10-1 manual.** ADS 1 unexplained loss is the average cell
+  variance (1/KT)·ΣS²_kt, without dividing each S_kt by c4 (Eq 15-16). ADS 2/3 unexplained
+  loss is the sample variance of R2 (Eq 15-17; the 1/0.7 correction is gone), and the
+  interaction is what the other parts leave of the total loss (Ȳ − T)² + S², set to 0 when
+  negative (Eqs 15-18..15-20), so the parts add to the total. PM SDS 1 at target 237:
+  unexplained 23.0% → 20.9%, interaction 43.3% → 44.5%; PM SDS 2: interaction 42.5% → 25.6%,
+  unexplained 23.6% → 30.0%; pure noise (PM INERT) now shows 0% interaction in ADS 2/3.
+- **Re-centred residuals are the residual plus the grand mean (Eq 14-26).** RCR3, RCR4 and
+  RCR5 were "reconstructed Y" (each algebraically Ȳ_kt + R2), so a recentred interaction
+  chart plotted close to the raw cell means. They now plot the effect plus R2 on the
+  measurement scale, as VAS does; RCR2 is unchanged. Xbar means by condition (RCR5) or
+  period (RCR4) are unchanged on complete designs; period effects are charted from R4.
+- **ADS 3 recommends the Xbar chart** (was X): Xbar/S is VAS's default for SDS 3 and 6.
+- **Capability is centred on the process mean as VAS computes it**: the unweighted mean of the
+  (factor × time) cell means, the same centre as the Xbar chart and the loss function, instead
+  of the plain average of the readings. `CapabilityResult.y_bar`, current PPL/PPU and the
+  potential centre (ȳ + mean(R2)) move when cells have different sizes (SDS 3, 4, 6); balanced
+  designs are unchanged. PM SDS 6 now reads PROCESS MEAN 237.86 and PPL 1.102 / PPU 0.78, as
+  Tom's VAS run does (was 237.834, 1.098 / 0.784).
+- **Validation gate re-referenced to Tom's 3 October 2026 VAS run**
+  (`validation/e2e_bishop_report.py`, `tests/fixtures/bishop_analyses/`). PM SDS 3 is checked
+  as Xbar/S, as VAS now draws it; its limits vary with subgroup size and are not printed on the
+  slides, so they carry no reference yet. The gate now reports 254 assertions passing and 61
+  with no reference value (was 280 / 35); PB's side is compared at full precision.
+- **The validation gate covers every VAS run on hand** (14 runs, 1155 assertions, was 3 runs and
+  254): PM SDS 1-6, PM INERT SDS 1-6 (the pure-noise column with each design state's missing-data
+  pattern), Tom's known-effects data (`validation/PBTESTKNOWNEFFECTS_T100.csv`, SDS 1) and the
+  Medicare ACO data (`validation/aco_per_capita_expenditure.csv`, 24 organisations x 4 years). Each
+  run's reference values, spec limits and target are in its own file,
+  `tests/fixtures/bishop_analyses/<run>.json` (the `vassds{1,2,3}analysis.json` references are
+  now `pm_sds_{1,2,3}.json`). All six PM runs use target 237; PM SDS 5's loss shares come from
+  Tom's rerun at 237 (8 October 2026), because his 10/3 run used the process mean.
+- **Limits VAS prints as "UNEQUAL" are checked against the lines it draws.** Where subgroup sizes
+  differ, VAS steps the limits per subgroup and prints no value; the gate now reads every
+  subgroup's LBL/UBL from the red limit lines in the VAS chart drawing (scaled by the y-axis ticks,
+  good to about one drawing unit) and compares PB subgroup by subgroup, to 1.5 drawing units. 186
+  charts in SDS 3-6; the gate reports 1475 assertions passing, 0 failing, and 79 with no
+  reference (was 1155 / 0 / 399).
+- **The R6 S charts are checked wherever VAS computed them correctly.** VAS's α<sub>N</sub>
+  (Eq 10-12) used Minitab's GAMMA function, which overflows above N = 343; the 10/3 VAS runs held
+  α<sub>N</sub> at 0.9995 from there on, so their S limits followed N = 500 whatever the subgroup size.
+  Dr. Bishop confirmed it (8 October 2026) and is replacing it with a table; PB computes α<sub>N</sub>
+  with log-gamma for any N. The gate now checks the R6 S charts whose subgroups are under 343 (all
+  match), the factor S charts' centerlines (one subgroup per factor level, as Dr. Bishop confirmed),
+  and PM SDS 5's loss shares from his rerun at 237; only the limits for subgroups of 343 or more
+  wait for his rerun. The references' notes now give that cause.
+
+### Added
+- **R2 is reported unavailable, with the reason, when the R2 scale factor is undefined**
+  (fewer than two process design conditions, or M < K + 2 observations). `formulate()` warns;
+  R2–R6 are not offered; `execute()` and `why_not()` give the reason; `loss_function()` and
+  `maximum_information()` raise `ValidationError`; `capability()` reports potential capability
+  unavailable. Previously these layouts produced half-differences of the raw data.
+- **`CapabilityResult.potential_center`**: the centre of the potential values, ȳ + mean(R2).
+  Potential CPL/CPU and the potential chart's centre line use it, as VAS does (Medicare potential
+  PPU 5.74; ȳ alone gives 5.73). It equals ȳ in ADS 1.
+
+### Fixed
+- **Xbar and S charts with subgroups of unequal size follow the 10-1 manual (Eqs 11-5, 11-16,
+  11-17).** sigma-hat is the average of each subgroup's S_r / c4(N_r) (was S-bar / c4(N_r)), and each
+  subgroup's limits use its own N_r, so they step with subgroup size, as VAS draws them. N_r now
+  counts the values the chart is drawn from (was the response's count): on ADS 2 and 3 residual
+  charts, R2's blank first value leaves one subgroup one smaller. Equal-size charts are unchanged.
+  Found on Tom's Medicare run (slides 52-53): ACO-001 has 3 R6 values, and its limits are wider by
+  sqrt(4/3) on the Xbar chart and use B4(3) on the S chart.
+- **Xbar charts include one-reading subgroups, as VAS draws them.** A subgroup with one value has
+  no S, so it takes no part in sigma-hat, but it is charted with limits centre ± 3 sigma-hat
+  (Eqs 11-16/17 with N_r = 1); it was left off the chart. The companion S chart still leaves it
+  out. On PM SDS 3 the Xbar chart now has all 800 subgroups (was 783) and on PM SDS 6 all 772
+  (was 642), matching the limit lines in Tom's VAS run subgroup by subgroup; on PM SDS 6's
+  interaction chart the one cell whose single reading has no R2 stays off, as in VAS. Designs
+  without one-reading subgroups (ADS 1) are unchanged.
+- **Per-stratum Xbar centre lines count one-observation subgroups.** The centre is Bishop's
+  unweighted mean of every subgroup mean; subgroups with n = 1 were dropped before it was
+  taken, which moved four of the eight PM SDS 3 per-condition centres by 0.01–0.04.
+- **Documented: PB keeps α<sub>N</sub> exact above N = 5000.** The manual (footnote to Eq 10-12) and
+  VAS set α<sub>N</sub> = 1 for N > 5000, which puts an S chart's limits on its centerline for
+  subgroups that large. PB's `c4` stays exact for every N, so the limits close in gradually (S̄ ± 3%
+  at N = 5000, ± 1.5% at 20,000). It is a deliberate difference, decided on 8 October
+  2026, and only S charts with subgroups of more than 5000 values are affected.
+- **Code and docs cite the manual's Chapters 10 and 12.** The X/mR limits and constants
+  (Eqs 12-1..12-11), c4 and the S-chart factors (Eqs 10-12, 10-13, 10-15), the cell and marginal
+  means (Eqs 10-8, 10-10) and the model the residuals estimate (Eq 10-3) now cite the 10-1 manual
+  where the code computes exactly those equations; dotted citations ("Eq 12.4") and an older
+  manual's numbering in a test are gone. `tests/test_manual_citations.py` keeps one citation form,
+  and CONTRIBUTING.md describes it. The residuals guide now says Ȳ is the mean of the cell means.
+- **Bishop's methodology is called the Variation Analysis System**, as his VAS documentation
+  manual names it (was "Variance Analysis System" in the README, docs, CITATION.cff, docstrings and
+  the design report's VAS line). The synthetic-data module no longer credits the design states to
+  Wheeler.
+- **Docs:** the three note blocks in the chart-types and design-state guides now render on the
+  MyST site (they used mkdocs syntax); the DS 4–6 chart tables and the no-factors branch of the
+  decision tree match what the library offers (a time-only study is DS 1, 2 or 3 by the number
+  of observations per time point, not DS 6); the R1 note no longer claims the residuals sum to
+  zero on unbalanced data (their cell means average to zero); R1 is cited as Eq 14-2, and the
+  design states are attributed to Bishop.
+
 ## [0.3.3] - 2026-09-29
 
 ### Changed
diff --git a/CITATION.cff b/CITATION.cff
index 3105329..72837a9 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,8 +1,8 @@
 cff-version: 1.2.0
 message: "If you use processbehavior in your research, please cite it as below."
-title: "processbehavior: Process Behavior Charts and Variance Analysis for Python"
+title: "processbehavior: Process Behavior Charts and Variation Analysis for Python"
 abstract: >-
-  A Python implementation of Thomas A. Bishop's Variance Analysis System (VAS):
+  A Python implementation of Thomas A. Bishop's Variation Analysis System (VAS):
   three-state design-state lineage detection (planned / observed / analytical),
   process behavior charts, R1-R6 residual variance decomposition, capability
   indices, and Taguchi loss functions. Analytical outputs are validated
@@ -21,7 +21,7 @@ version: 0.2.0
 keywords:
   - statistical process control
   - process behavior charts
-  - variance analysis
+  - variation analysis
   - control charts
   - quality control
   - shewhart
@@ -31,7 +31,7 @@ references:
   - type: book
     title: "The Scientific Basis for Modern Analytic Practice"
     abstract: >-
-      The methodological foundation for the Variance Analysis System this
+      The methodological foundation for the Variation Analysis System this
       package implements: applied-research foundations, scientific methodology,
       Shewhart's inductive analytic approach and process behavior charts,
       operational definitions and research protocols, and case studies.
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 18f80a3..e5b381f 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,7 +1,7 @@
 # Contributing to processbehavior
 
 Thanks for your interest. processbehavior is an implementation of Thomas A.
-Bishop's Variance Analysis System (VAS); methodology fidelity is more
+Bishop's Variation Analysis System (VAS); methodology fidelity is more
 important than feature volume. Smaller, well-validated changes are preferred.
 
 ## What this library is, and what it is not
@@ -77,12 +77,12 @@ residuals (R1–R5), DS detection, limit calculations, or variance
 decomposition must keep the relevant Bishop-reference tests green:
 
 ```bash
-pytest tests/test_bishop_reference.py -v
+pytest tests/test_bishop_reference.py -v   # skips unless Bishop's residual workbooks are present
 ```
 
 There is also a full end-to-end check that compares every chart center, control
-limit, capability index and loss component against Bishop's published Minitab
-results — 280 assertions across ADS 1–3:
+limit, capability index and loss component against Bishop's VAS runs for the
+10-1-2026 manual (PM SDS 1–6, PM INERT, his known-effects data and the Medicare data):
 
 ```bash
 python validation/e2e_bishop_report.py
@@ -97,6 +97,18 @@ summary.
 If a Bishop check fails after your change, the change is wrong — not the
 reference.
 
+## Citing the methodology
+
+Code and docs cite Bishop's VAS documentation manual by edition and equation number:
+`(10-1 manual Eq 14-8)`, `Eqs 14-4..14-13`, `Eqs 11-16/17`. Name the edition once per file and use
+the chapter-number form; `tests/test_manual_citations.py` checks both. The citations are read
+against the manual itself, so a new edition reports every place in the library whose equation
+changed or moved.
+
+Cite an equation only where the code computes exactly that equation. Where it computes something
+close (a different weighting, an approximation, a different sequence), say how it differs instead
+of citing it.
+
 ## Docs versioning
 
 The docs have one live version, deliberately, until 1.0:
diff --git a/README.md b/README.md
index 78986d7..114952e 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@
 [![codecov](https://codecov.io/gh/cnicholas/processbehavior/graph/badge.svg)](https://codecov.io/gh/cnicholas/processbehavior)
 [![License](https://img.shields.io/pypi/l/processbehavior.svg)](https://github.com/cnicholas/processbehavior/blob/main/LICENSE)
 
-A Python library for **Process Behavior Analysis** following Thomas A. Bishop's Variance Analysis System (VAS) methodology.
+A Python library for **Process Behavior Analysis** following Thomas A. Bishop's Variation Analysis System (VAS) methodology.
 
 Unlike traditional SPC packages, processbehavior faithfully implements Bishop's VAS equation-by-equation: automatic detection of the three-state design lineage (PDS / ODS / ADS), variance decomposition via R1-R6 residuals, and chart selection routed by the data your study can actually analyze.
 
@@ -148,15 +148,15 @@ for stratum in result.strata:
 
 ## Validation
 
-processbehavior's analytical outputs are continuously verified against Dr. Thomas A. Bishop's Minitab reference results. The validator at `validation/e2e_bishop_report.py` runs **280 numerical assertions** through the full formulate → execute → capability / loss / maximum-information pipeline:
+processbehavior's analytical outputs are continuously verified against Dr. Thomas A. Bishop's VAS (Minitab-based) reference results. The validator at `validation/e2e_bishop_report.py` runs **254 numerical assertions** through the full formulate → execute → capability / loss / maximum-information pipeline:
 
 | Analytical Design State | Datasets validated | Assertions | Status |
 |---|---|---|---|
 | ADS 1 (full replication) | `PM SDS 1` from `PBTESTDATABASE_T100.csv` | 102 | ✅ all pass |
-| ADS 2 (no replication) | `PM SDS 2` | 89 | ✅ all pass |
-| ADS 3 (partial replication) | `PM SDS 3` | 89 | ✅ all pass |
+| ADS 2 (no replication) | `PM SDS 2` | 103 | ✅ all pass |
+| ADS 3 (partial replication) | `PM SDS 3` | 49 | ✅ all pass |
 
-Reference data is Bishop's published Minitab golden output. The library matches every chart center, control limit, signal classification, capability index, and loss-function value to within the precision Bishop reports.
+Reference data is Bishop's VAS output for the 10-1-2026 manual (his run of 3 October 2026). The library matches every chart center, control limit, signal classification, capability index, and loss-function value that output prints, to within the precision Bishop reports. ADS 3 charts are Xbar/S with limits that vary by subgroup size; those limits are not printed on the reference slides, so ADS 3 is checked on centre lines until Bishop's numeric export is in hand.
 
 ODS 4–6 (incomplete-grid scenarios) are detected and routed correctly but their end-to-end Bishop-reference coverage is pending. The synthetic generators in `make_design(state=4|5|6)` produce data with the structural shape Bishop's Table 1 specifies; full numerical validation against Bishop's incomplete-grid Minitab output is on the roadmap (issue #109).
 
diff --git a/docs/appendix/wheeler-terminology.md b/docs/appendix/wheeler-terminology.md
index a932260..0aad8ea 100644
--- a/docs/appendix/wheeler-terminology.md
+++ b/docs/appendix/wheeler-terminology.md
@@ -66,7 +66,7 @@ ProcessBehavior follows Donald Wheeler's terminology and methodology as presente
 
 ## Design States (DS)
 
-Wheeler identifies six design states that determine valid analysis approaches.
+Bishop's VAS defines six sampling design states (DS 1–6) that determine valid analysis approaches.
 
 ### DS 1: Full Replication
 
@@ -84,7 +84,7 @@ Wheeler identifies six design states that determine valid analysis approaches.
 
 **ProcessBehavior Detection**: All cell counts == 1
 
-**Capabilities**: MR-based variance estimation, approximate VAS
+**Capabilities**: VAS residuals with R2 estimated without replication: the condition-and-period-adjusted series, differenced and scaled by the R2 scale factor
 
 ---
 
@@ -94,7 +94,7 @@ Wheeler identifies six design states that determine valid analysis approaches.
 
 **ProcessBehavior Detection**: Some cells with n=1, others with n>=2
 
-**Capabilities**: R2 by moving average over the full sequence (mixed cell sizes)
+**Capabilities**: R2 by the same scaled difference as DS 2, over every observation (mixed cell sizes); Xbar/S is the default chart
 
 ---
 
@@ -122,9 +122,9 @@ Wheeler identifies six design states that determine valid analysis approaches.
 
 ---
 
-## Variance Analysis System (VAS)
+## Variation Analysis System (VAS)
 
-Dr. Thomas A. Bishop's framework for decomposing variation into meaningful components. VAS extends Wheeler's process behavior chart methodology with a hierarchical residual decomposition (R1-R5) that isolates within-cell, interaction, time, and factor effects.
+Dr. Thomas A. Bishop's framework for decomposing variation into meaningful components. VAS extends Wheeler's process behavior chart methodology with a hierarchical residual decomposition (R1-R5) that isolates the unexplained noise and the interaction, time, and factor effects.
 
 ### R1: Total Deviation
 
@@ -134,11 +134,13 @@ Dr. Thomas A. Bishop's framework for decomposing variation into meaningful compo
 
 ---
 
-### R2: Within-Cell Residual
+### R2: Unexplained Residual
 
 **Formula (DS 1)**: R2 = Y - Y̅<sub>kt</sub>
 
-**Meaning**: Variation within subgroups, the "unexplained" portion.
+**Formula (DS 2, 3)**: Z = Y - Y̅<sub>k</sub> - Y̅<sub>t</sub> + Y̅, differenced along the condition-then-time sequence and divided by twice the R2 scale factor c(K, M) (see [VAS Residuals](../user-guide/residuals.md#r2-unexplained-residuals))
+
+**Meaning**: The "unexplained" portion: variation within subgroups in DS 1, and the noise left after the mean, condition and period effects are removed in DS 2 and 3.
 
 **Wheeler's Insight**: This represents measurement error and short-term variation.
 
@@ -146,7 +148,7 @@ Dr. Thomas A. Bishop's framework for decomposing variation into meaningful compo
 
 ### R3: Interaction Residual
 
-**Formula**: R3 = Y - Y̅<sub>k</sub> - Y̅<sub>t</sub> + Y̅
+**Formula**: R3 = (Y̅<sub>kt</sub> - Y̅<sub>k</sub> - Y̅<sub>t</sub> + Y̅) + R2, which is Y - Y̅<sub>k</sub> - Y̅<sub>t</sub> + Y̅ in DS 1
 
 **Meaning**: How factor effects change over time.
 
@@ -158,7 +160,7 @@ Dr. Thomas A. Bishop's framework for decomposing variation into meaningful compo
 
 **Formula**: R4 = Y̅<sub>t</sub> - Y̅ + R2
 
-**Meaning**: Time-related patterns combined with within-cell variation.
+**Meaning**: Time-related patterns combined with the unexplained noise (R2).
 
 **Wheeler's Insight**: Chart R4 to detect trends, shifts, and cycles.
 
@@ -168,7 +170,7 @@ Dr. Thomas A. Bishop's framework for decomposing variation into meaningful compo
 
 **Formula**: R5 = Y̅<sub>k</sub> - Y̅ + R2
 
-**Meaning**: Factor differences combined with within-cell variation.
+**Meaning**: Factor differences combined with the unexplained noise (R2).
 
 **Wheeler's Insight**: Chart R5 to identify true factor differences.
 
@@ -230,11 +232,11 @@ Wheeler uses the standard SPC constants from Shewhart's work:
 
 | Constant | Purpose | Formula Source |
 |----------|---------|----------------|
-| c₄ | Unbiasing s | Related to gamma function |
+| c₄ | Unbiasing s | Related to gamma function; Bishop's α<sub>N</sub> (10-1 manual Eqs 10-12, 10-13) |
 | A₃ | Xbar limits from s | 3 / (c₄√n) |
-| B₃, B₄ | S chart limits | Functions of c₄ and n |
-| d₂ | Unbiasing range | Tabulated; 1.128 for moving ranges of two |
-| D₃, D₄ | mR chart limits | Functions of d₂ and d₃; D₄ = 1 + 3(0.8525)/1.128 for moving ranges of two |
+| B₃, B₄ | S chart limits | Functions of c₄ and n (Eqs 10-15, 11-8, 11-9) |
+| d₂ | Unbiasing range | Tabulated; 1.128 for moving ranges of two (Eqs 12-2, 12-4) |
+| D₃, D₄ | mR chart limits | Functions of d₂ and d₃; D₄ = 1 + 3(0.8525)/1.128 for moving ranges of two (Eq 12-5) |
 
 ---
 
diff --git a/docs/comparison.md b/docs/comparison.md
index 3fd0db7..7540fd4 100644
--- a/docs/comparison.md
+++ b/docs/comparison.md
@@ -22,7 +22,7 @@ tool — or a spreadsheet — is the better choice.
 
 ## Where ProcessBehavior sits
 
-ProcessBehavior implements Thomas A. Bishop's Variance Analysis System (VAS)
+ProcessBehavior implements Thomas A. Bishop's Variation Analysis System (VAS)
 on top of Wheeler-style process behavior charts. What makes it different is
 the formulate-then-execute split: it classifies your data's *structure* — the
 three-state design lineage (PDS / ODS / ADS) — before computing anything, and
diff --git a/docs/getting-started/key-concepts.md b/docs/getting-started/key-concepts.md
index 4dbf131..b4b5574 100644
--- a/docs/getting-started/key-concepts.md
+++ b/docs/getting-started/key-concepts.md
@@ -30,15 +30,17 @@ The **Design State** describes the structure of your data. ProcessBehavior autom
 |-----|------|------------|-------------------|
 | 1 | Full Replication | All N_kt >= 2 | Xbar |
 | 2 | No Replication | All N_kt = 1 | X |
-| 3 | Partial Replication | Mix of N_kt = 1 and N_kt >= 2 | X |
+| 3 | Partial Replication | Mix of N_kt = 1 and N_kt >= 2 | Xbar |
 
 **Incomplete (has empty cells):**
 
+The recommended chart follows the analytical state each one collapses to (4 → 1, 5 → 2, 6 → 3).
+
 | DS | Name | Cell Sizes | Recommended Chart |
 |-----|------|------------|-------------------|
-| 4 | Incomplete, No Singletons | Empty cells + all observed N_kt >= 2 | X |
+| 4 | Incomplete, No Singletons | Empty cells + all observed N_kt >= 2 | Xbar |
 | 5 | Incomplete, No Replication | Empty cells + all observed N_kt = 1 | X |
-| 6 | Incomplete, With Singletons | Empty cells + mixed N_kt | X |
+| 6 | Incomplete, With Singletons | Empty cells + mixed N_kt | Xbar |
 
 See [DS Definitions](../reference/sds_definitions.md) for the formal classification table per Dr. Thomas A. Bishop's VAS methodology.
 
@@ -46,7 +48,7 @@ See [DS Definitions](../reference/sds_definitions.md) for the formal classificat
 
 The DS determines:
 - Which chart types are valid
-- How within-group variance is estimated (R2 method: exact or ma2)
+- How the unexplained noise (R2) is estimated: `exact`, the within-cell deviation, when every cell is replicated; `ma2`, the condition-and-period-adjusted series differenced and divided by twice the R2 scale factor, when any cell has one observation
 - Where the sigma behind the limits comes from at the observed structure and series length.
   The design report states this as one line under `Structure` (`study.series_length`): with
   any singleton cell, `Sigma for X/mR rests on T − 1 moving ranges`; with every cell
@@ -126,21 +128,21 @@ study.ads_reason              # e.g., "full_replication" (machine-readable)
 study.ads_description         # e.g., "Full replication (all cells n>=2)"
 ```
 
-## Bishop's Variance Analysis System (VAS)
+## Bishop's Variation Analysis System (VAS)
 
-For replicated designs (DS 1-3), ProcessBehavior computes five residual decompositions:
+For designs with factors and time, ProcessBehavior computes five stored residuals:
 
 | Residual | Formula | Questions Answered |
 |----------|---------|-------------------|
 | **R1** | Y - Y&#x0304; | Total deviation from grand mean |
-| **R2** | Y - Y&#x0304;<sub>kt</sub> | Within-cell variation (unexplained) |
-| **R3** | Y - Y&#x0304;<sub>k</sub> - Y&#x0304;<sub>t</sub> + Y&#x0304; | Factor-time interaction |
+| **R2** | Y - Y&#x0304;<sub>kt</sub> (DS 1); scaled difference of the condition-and-period-adjusted series (DS 2, 3) | Unexplained variation (noise) |
+| **R3** | (Y&#x0304;<sub>kt</sub> - Y&#x0304;<sub>k</sub> - Y&#x0304;<sub>t</sub> + Y&#x0304;) + R2 | Factor-time interaction + unexplained |
 | **R4** | Y&#x0304;<sub>t</sub> - Y&#x0304; + R2 | Time effects + unexplained |
 | **R5** | Y&#x0304;<sub>k</sub> - Y&#x0304; + R2 | Factor effects + unexplained |
 
 ### Interpreting VAS Residuals
 
-- **R2 (Within-cell)**: Is measurement variation stable? Are there special causes within subgroups?
+- **R2 (Unexplained)**: Is measurement variation stable? Are there special causes in the noise?
 - **R3 (Interaction)**: Does the factor effect change over time?
 - **R4 (Time)**: Are there trends, shifts, or time-related patterns?
 - **R5 (Factor)**: Do factors differ significantly from each other?
diff --git a/docs/intro.md b/docs/intro.md
index 9c07155..2190bfd 100644
--- a/docs/intro.md
+++ b/docs/intro.md
@@ -1,8 +1,8 @@
 # ProcessBehavior
 
-**Python-native Process Behavior Charts with Bishop's Variance Analysis System**
+**Python-native Process Behavior Charts with Bishop's Variation Analysis System**
 
-ProcessBehavior brings Thomas A. Bishop's rigorous Variance Analysis System (VAS) methodology to Python, with a modern API designed for data scientists and quality engineers.
+ProcessBehavior brings Thomas A. Bishop's rigorous Variation Analysis System (VAS) methodology to Python, with a modern API designed for data scientists and quality engineers.
 
 ## Analyst Workflow
 
@@ -111,7 +111,7 @@ The integer codes are Bishop's reference scale ("Bishop Table 1"):
 
 ODS values in {4, 5, 6} collapse to ADS values in {1, 2, 3} during tidying.
 
-### Dr. Thomas A. Bishop's Variance Analysis System (VAS)
+### Dr. Thomas A. Bishop's Variation Analysis System (VAS)
 For replicated designs, ProcessBehavior computes the complete residual decomposition:
 - **R1**: Total deviation (Y - grand mean)
 - **R2**: Within-cell variation (unexplained noise)
@@ -167,7 +167,7 @@ If you use ProcessBehavior in your research, please cite:
 ```bibtex
 @software{processbehavior,
   author = {Nicholas, Chris and Bishop, Thomas A.},
-  title  = {processbehavior: Process Behavior Charts and Variance Analysis for Python},
+  title  = {processbehavior: Process Behavior Charts and Variation Analysis for Python},
   year   = {2026},
   url    = {https://github.com/cnicholas/processbehavior}
 }
diff --git a/docs/myst.yml b/docs/myst.yml
index 38aa887..023c531 100644
--- a/docs/myst.yml
+++ b/docs/myst.yml
@@ -2,7 +2,7 @@ version: 1
 
 project:
   title: ProcessBehavior
-  description: Python-native Process Behavior Charts with Bishop's Variance Analysis System
+  description: Python-native Process Behavior Charts with Bishop's Variation Analysis System
   keywords:
     - SPC
     - statistical process control
diff --git a/docs/reference/api.md b/docs/reference/api.md
index f90460c..82433b7 100644
--- a/docs/reference/api.md
+++ b/docs/reference/api.md
@@ -139,6 +139,12 @@ Residual values `'R1'`–`'R5'` are stored on the study at `formulate()` time.
 asked for it. Not every (chart, residual) pair is valid — `study.residual_charts`
 lists the valid ones, and e.g. `execute(chart='S', value='R1')` raises.
 
+When a layout with a one-observation subgroup leaves the R2 scale factor c(K, M)
+undefined (fewer than 2 process design conditions, or M < K + 2 observations),
+`formulate()` emits a `ProcessBehaviorWarning`, only R1 is offered, and
+`execute()` with `value='R2'`–`'R6'` (or a recentered form) raises
+`ChartNotAvailableError` with the reason; `why_not()` gives the same reason.
+
 ### Study.why_not()
 
 ```python
@@ -376,11 +382,19 @@ compatibility first with `study.supports_calibration(...)`.
 ### CapabilityResult
 
 From `study.capability()`. Fields include `pp`, `ppk` (with `ppk_lower`/`ppk_upper`),
-`cp`, `cpk` (with bounds), `sigma_hat`, `sigma_hat_r2`, `y_bar`, `s`, `n`,
-`z_lower`/`z_upper`, out-of-spec counts and percentages
+`cp`, `cpk` (with bounds), `sigma_hat`, `sigma_hat_r2`, `potential_center`, `y_bar`,
+`s`, `n`, `z_lower`/`z_upper`, out-of-spec counts and percentages
 (`n_below_lsl`, `n_above_usl`, `n_outside`, `pct_below_lsl`, `pct_above_usl`,
-`pct_outside`), potential-performance counterparts, `stability_warning`, and the
-capability `window` when one was requested.
+`pct_outside`), potential-performance counterparts, `potential_unavailable_reason`,
+`stability_warning`, and the capability `window` when one was requested.
+
+- `sigma_hat_r2` — S<sub>R2</sub> / c4(N<sub>R2</sub>), the potential σ̂ from R2
+  (10-1 manual Eq 16-10).
+- `potential_center` — the mean of the potential values ȳ + R2, i.e. ȳ + mean(R2).
+  Potential CPL/CPU are measured from it and the potential chart's center line sits
+  there; it equals `y_bar` in ADS 1. `None` when potential capability is unavailable.
+- `potential_unavailable_reason` — why the potential indices are `None` (for example,
+  no VAS residuals, or R2 unavailable for the layout).
 
 ```python
 cap.as_dict(round_to=None)   # -> dict
@@ -397,6 +411,13 @@ From `study.loss_function()`. Taguchi loss decomposition: `centering`,
 counterparts, `pdc_by_factor`, and the `target` used (`target_is_default` says
 whether it was derived).
 
+`unexplained` is the average cell variance in ADS 1 (10-1 manual Eq 15-16) and the
+sample variance of R2 in ADS 2/3 (Eq 15-17). `interaction` is the average squared
+interaction effect in ADS 1; in ADS 2/3 it is what the other parts leave of
+(Ȳ − T)² + S², set to 0 if negative (Eqs 15-18..15-20), so there `total` equals
+(Ȳ − T)² + S² unless the interaction was set to 0. `loss_function()` raises
+`ValidationError` when R2 is unavailable for the layout.
+
 ```python
 loss.as_dict(round_to=None)
 loss.plot(*, structured=False, orientation='vertical', theme=None,
@@ -406,7 +427,10 @@ loss.plot(*, structured=False, orientation='vertical', theme=None,
 ### MaximumInformationResult
 
 From `study.maximum_information()`. Fields: `n`, `r2_mean`, `r2_mR`,
-`sigma_hat`, `upl`, `lpl`, `n_signals`.
+`sigma_hat`, `upl`, `lpl`, `n_signals`. An X chart of R2: limits
+`r2_mean ± (3/1.128)·r2_mR`, `sigma_hat = r2_mR / 1.128` (10-1 manual Eqs 12-4, 12-10,
+12-11). Raises
+`ValidationError` when R2 is unavailable for the layout.
 
 ```python
 mi.as_dict(round_to=None)
@@ -551,12 +575,21 @@ Secondary surface. The control-chart constants are functions of subgroup size:
 ```python
 from processbehavior.spc_constants import c4, b3, b4, VALID_BASE_CHARTS
 
-c4(n)                        # bias-correction factor for s
-b3(n, sigma_multiplier=3)    # S-chart lower-limit factor
-b4(n, sigma_multiplier=3)    # S-chart upper-limit factor
+c4(n)                        # bias-correction factor for s (10-1 manual Eqs 10-12, 10-13); exact for every n
+b3(n, sigma_multiplier=3)    # S-chart lower-limit factor (Eqs 10-15, 11-8)
+b4(n, sigma_multiplier=3)    # S-chart upper-limit factor (Eqs 10-15, 11-9)
 VALID_BASE_CHARTS            # {'Histogram', 'Xbar', 'S', 'X', 'mR'}
 ```
 
+`c4` is exact for every n. The manual's footnote to Eq 10-12 sets α<sub>N</sub> = 1 above N = 5000, which would put an S chart's limits on its centerline for subgroups that large; PB keeps the exact value, so the limits close in gradually instead. This is a deliberate difference from VAS, and it only affects S charts with subgroups of more than 5000 values.
+
+`c4` unbiases σ̂ for capability (S / c4(N), and S<sub>R2</sub> / c4(N<sub>R2</sub>) for the
+potential σ̂). It is not applied in the loss function. The R2 scale factor is not one of
+these constants: it is computed from the layout by
+`processbehavior.residual_calculator.r2_scale_factor(n_conditions, n_observations)`,
+c(K, M) = sqrt((K − 1)/(2K) · (1 − K/(M − 1))), and is NaN where undefined
+(K < 2 or M < K + 2).
+
 ## Exceptions
 
 ```python
diff --git a/docs/reference/sds_definitions.md b/docs/reference/sds_definitions.md
index cfc271f..4cdca0a 100644
--- a/docs/reference/sds_definitions.md
+++ b/docs/reference/sds_definitions.md
@@ -1,6 +1,6 @@
 # Bishop's design-state reference scale (1–6)
 
-This document provides the formal definitions of the six structural design states defined by Thomas A. Bishop, Ph.D. in the Variance Analysis System (VAS) framework. These are the integer codes carried by each state in the PDS / ODS / ADS lineage via its `.sds` field.
+This document provides the formal definitions of the six structural design states defined by Thomas A. Bishop, Ph.D. in the Variation Analysis System (VAS) framework. These are the integer codes carried by each state in the PDS / ODS / ADS lineage via its `.sds` field.
 
 For background on the lineage itself (Planned → Observed → Analytical), see [Design-state detection](../user-guide/sds-detection.md).
 
@@ -41,9 +41,9 @@ For background on the lineage itself (Planned → Observed → Analytical), see
 - **Grid Status**: Semi-Complete
 - **Description**: Every (factor × time) cell has exactly 1 observation
 - **Implications**:
-  - No within-cell variance (must use moving average for R2)
+  - No within-cell variance: R2 is estimated from the condition-and-period-adjusted series, differenced along the condition-then-time sequence and scaled by the R2 scale factor (Eqs 14-4..14-8)
   - Interaction effects confounded with pure error
-  - VAS residuals available but R2 is approximate
+  - VAS residuals available when the R2 scale factor is defined: at least 2 process design conditions and M ≥ K + 2 observations (see [R2 calculation](#r2-calculation-methods-by-ds))
   - Common in unreplicated factorial designs
 
 ### DS 3: Semi-Complete with Partial Replication
@@ -52,7 +52,8 @@ For background on the lineage itself (Planned → Observed → Analytical), see
 - **Grid Status**: Semi-Complete
 - **Description**: Mix of cells - some have n=1, others have n≥2
 - **Implications**:
-  - R2 by moving average over the full sequence (any singleton cell forces `ma2` for every observation)
+  - R2 by the same scaled difference as DS 2, over every observation (Eqs 14-9..14-13); any one-observation cell selects `ma2` for every observation
+  - Xbar/S is the default chart
   - **Most common in real-world data**
   - Partial interaction effect estimation
   - Requires careful handling of mixed replication
@@ -77,7 +78,7 @@ For background on the lineage itself (Planned → Observed → Analytical), see
   - Most limited analytical case
   - Sparse, irregular data structure
   - No within-cell variance estimation possible
-  - Moving average methods required throughout
+  - R2 by the scaled difference (`ma2`) throughout; collapses to ADS 2 after cleaning
 
 ### DS 6: Incomplete with Mixed Replication
 
@@ -114,20 +115,38 @@ To determine the DS for a dataset:
      - If has_singles AND has_multiples → DS 6
 ```
 
+(r2-calculation-methods-by-ds)=
 ## R2 Calculation Methods by DS
 
+Equation numbers refer to Bishop's VAS documentation manual dated 10-1-2026.
+
 | DS | R2 Method | Description |
 |-----|-----------|-------------|
 | 0 | N/A | No VAS decomposition |
-| 1 | Exact (within-cell) | Pooled within-cell variance |
-| 2 | Moving Average | Approximate via sequential differences |
-| 3 | Moving Average | Any singleton cell: `ma2` over the full sequence, same as DS 2 |
-| 4 | Exact (present cells) | Within-cell for available data |
-| 5 | Moving Average | All present cells are unreplicated |
-| 6 | Moving Average | Collapses to ADS 3 after cleaning; `ma2` over the full sequence |
+| 1 | Exact (within-cell) | `R2 = Y - Ȳ_kt` (Eq 14-3) |
+| 2 | Scaled difference (`ma2`) | Condition-and-period-adjusted series, differenced and divided by 2·c(K, M), M = KT (Eqs 14-4..14-8) |
+| 3 | Scaled difference (`ma2`) | Any one-observation cell: the same over every observation (Eqs 14-9..14-13) |
+| 4 | Exact (present cells) | Collapses to ADS 1 after cleaning; within-cell for available data |
+| 5 | Scaled difference (`ma2`) | Collapses to ADS 2 after cleaning; all present cells are unreplicated (Eqs 14-9..14-13) |
+| 6 | Scaled difference (`ma2`) | Collapses to ADS 3 after cleaning (Eqs 14-9..14-13) |
+
+The scaled difference first removes the process mean and the condition and period effects,
+Z = Y − Ȳ_k − Ȳ_t + Ȳ (unweighted means of cell means), then differences Z along the
+condition-then-time sequence, across condition boundaries with no grouping, so only the
+first observation has no value. It divides by twice the **R2 scale factor**, computed from
+the layout:
+
+```
+c(K, M) = sqrt( (K - 1) / (2K) · (1 - K / (M - 1)) )
+```
+
+with K the number of process design conditions present and M the number of observations.
+This puts R2 on the noise (sigma) scale. The token `ma2` names Bishop's size-2 moving average
+of Z, of which R2 is the scaled deviation. When K < 2 or M < K + 2 the R2 scale factor is
+undefined and R2, with everything built on it, is reported unavailable.
 
 ## References
 
 - Wheeler, D. J. (1995). *Advanced Topics in Statistical Process Control*. SPC Press, Knoxville, TN.
 - Wheeler, D. J. & Chambers, D. S. (1992). *Understanding Statistical Process Control*. SPC Press.
-- Bishop, T. A. (2023). Personal communication — Variance Analysis System implementation.
+- Bishop, T. A. (2023). Personal communication — Variation Analysis System implementation.
diff --git a/docs/reference/validation.md b/docs/reference/validation.md
index 47c1309..24350f6 100644
--- a/docs/reference/validation.md
+++ b/docs/reference/validation.md
@@ -1,38 +1,58 @@
 # Validation against Bishop's reference results
 
 Every analytical output this library produces is checked, number by number,
-against Dr. Thomas A. Bishop's published Minitab results for the same data.
+against Dr. Thomas A. Bishop's VAS results (Minitab) for the same data.
 Not "inspired by" and not spot-checked — the chart centers, control limits,
-signal classifications, capability indices and loss-function components are
-compared to the reference and the run fails if any of them disagree.
+capability indices and loss-function components are compared to the reference
+and the run fails if any of them disagree.
 
-**280 assertions pass**, 0 fail, 35 have no reference value.
+**1511 assertions pass**, 0 fail, 43 have no reference value yet.
 
-Generated by `validation/e2e_bishop_report.py` from processbehavior 0.3.3, against `validation/PBTESTDATABASE_T100.csv`.
+Generated by `validation/e2e_bishop_report.py` from processbehavior 0.3.3.
 
 ## Coverage
 
-| Analytical Design State | Source column | Assertions | Result |
-|---|---|---|---|
-| ADS 1 — full replication | `PM SDS 1` | 102 | ✅ all pass |
-| ADS 2 — no replication | `PM SDS 2` | 89 | ✅ all pass |
-| ADS 3 — partial replication | `PM SDS 3` | 89 | ✅ all pass |
+| Run | Data | Analytic design state | Assertions | No reference yet | Result |
+|---|---|---|---|---|---|
+| `PM SDS 1` | `PBTESTDATABASE_T100.csv` | ADS 1 | 105 | 0 | ✅ all pass |
+| `PM SDS 2` | `PBTESTDATABASE_T100.csv` | ADS 2 | 103 | 2 | ✅ all pass |
+| `PM SDS 3` | `PBTESTDATABASE_T100.csv` | ADS 3 | 99 | 6 | ✅ all pass |
+| `PM SDS 4` | `PBTESTDATABASE_T100.csv` | ADS 1 | 101 | 4 | ✅ all pass |
+| `PM SDS 5` | `PBTESTDATABASE_T100.csv` | ADS 2 | 105 | 0 | ✅ all pass |
+| `PM SDS 6` | `PBTESTDATABASE_T100.csv` | ADS 3 | 101 | 4 | ✅ all pass |
+| `PM INERT` | `PBTESTDATABASE_T100.csv` | ADS 1 | 101 | 4 | ✅ all pass |
+| `PM INERT SDS 2` | `PBTESTDATABASE_T100.csv` | ADS 2 | 103 | 2 | ✅ all pass |
+| `PM INERT SDS 3` | `PBTESTDATABASE_T100.csv` | ADS 3 | 99 | 6 | ✅ all pass |
+| `PM INERT SDS 4` | `PBTESTDATABASE_T100.csv` | ADS 1 | 101 | 4 | ✅ all pass |
+| `PM INERT SDS 5` | `PBTESTDATABASE_T100.csv` | ADS 2 | 105 | 0 | ✅ all pass |
+| `PM INERT SDS 6` | `PBTESTDATABASE_T100.csv` | ADS 3 | 101 | 4 | ✅ all pass |
+| `PM SDS 1 KNOWN` | `PBTESTKNOWNEFFECTS_T100.csv` | ADS 1 | 101 | 4 | ✅ all pass |
+| `Medicare ACO (PCE)` | `aco_per_capita_expenditure.csv` | ADS 2 | 186 | 3 | ✅ all pass |
+
+PM SDS 1-6 are one fill-weight dataset with deletions; SDS 4-6 are incomplete grids, analysed
+as the complete design that survives tidying (ADS 1-3). PM INERT is pure noise with the same
+six missing-data patterns. The known-effects data are built from known condition, time and
+interaction effects plus noise. The Medicare data are per-capita expenditure for 24
+organisations over 4 years, one reading each (issue #114).
 
 ## What is covered
 
 - **Charts** — center line and both natural process limits, for the primary
-  chart and for each valid chart x residual pair at that design state.
+  chart and for each valid chart x residual pair at that design state. Where subgroup
+  sizes differ, VAS prints "UNEQUAL" instead of a limit; there the limits of every
+  subgroup are read from the limit lines VAS draws, to within 1.5 drawing units
+  (about 0.01-0.1, by chart), and each line counts as one assertion.
 - **Capability** — Pp, Ppk (upper and lower), Cp, Cpk, and the percentage of
   the distribution beyond each specification limit.
 - **Loss function** — the Taguchi loss decomposition and its components.
 
-## What is not yet covered
+## Values with no reference yet
 
-ODS 4-6 (incomplete grids) are detected and routed correctly, and their
-collapse to ADS 1-3 is pinned by tests — an incomplete design is analysed as
-the complete design that survives tidying, so the numbers above are the ones
-that apply. What is still outstanding is an end-to-end comparison against
-Bishop's Minitab output for the incomplete-grid datasets themselves.
+- The limits of the R6 S charts (pages 21, 25 and 27) whose subgroups have 343 or more
+  values. The VAS runs of 3 October 2026 held α<sub>N</sub> (10-1 manual Eq 10-12) at 0.9995 from N = 343 up,
+  where Minitab's GAMMA function overflows, so their limits follow N = 500 instead of the
+  subgroup's own N. Dr. Bishop is replacing it with a table of α<sub>N</sub>; these wait for his
+  rerun. Below N = 343 the same charts are checked, and match.
 
 ## Reproducing this
 
@@ -42,4 +62,4 @@ python validation/e2e_bishop_report.py
 
 That writes this page and a detailed HTML report
 (`validation/e2e_bishop_report.html`) with every compared value, expected
-beside actual, grouped by design state.
+beside actual, grouped by run.
diff --git a/docs/tutorials/design-state-tour.ipynb b/docs/tutorials/design-state-tour.ipynb
index 8d851d2..3e17cd0 100644
--- a/docs/tutorials/design-state-tour.ipynb
+++ b/docs/tutorials/design-state-tour.ipynb
@@ -25,10 +25,10 @@
    "id": "b41bd7d5",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:37:38.127655Z",
-     "iopub.status.busy": "2026-08-31T22:37:38.127451Z",
-     "iopub.status.idle": "2026-08-31T22:37:38.640928Z",
-     "shell.execute_reply": "2026-08-31T22:37:38.640517Z"
+     "iopub.execute_input": "2026-10-05T00:33:09.295929Z",
+     "iopub.status.busy": "2026-10-05T00:33:09.295632Z",
+     "iopub.status.idle": "2026-10-05T00:33:09.608770Z",
+     "shell.execute_reply": "2026-10-05T00:33:09.608316Z"
     }
    },
    "outputs": [
@@ -38,10 +38,10 @@
      "text": [
       "state 1:  ODS 1 -> ADS 1  | full_replication     | recommended: Xbar\n",
       "state 2:  ODS 2 -> ADS 2  | no_replication       | recommended: X\n",
-      "state 3:  ODS 3 -> ADS 3  | partial_replication  | recommended: X\n",
+      "state 3:  ODS 3 -> ADS 3  | partial_replication  | recommended: Xbar\n",
       "state 4:  ODS 4 -> ADS 1  | full_replication     | recommended: Xbar\n",
       "state 5:  ODS 5 -> ADS 2  | no_replication       | recommended: X\n",
-      "state 6:  ODS 6 -> ADS 3  | partial_replication  | recommended: X\n"
+      "state 6:  ODS 6 -> ADS 3  | partial_replication  | recommended: Xbar\n"
      ]
     }
    ],
@@ -81,10 +81,10 @@
    "id": "cd8c6323",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:37:38.641965Z",
-     "iopub.status.busy": "2026-08-31T22:37:38.641863Z",
-     "iopub.status.idle": "2026-08-31T22:37:38.774037Z",
-     "shell.execute_reply": "2026-08-31T22:37:38.773727Z"
+     "iopub.execute_input": "2026-10-05T00:33:09.609954Z",
+     "iopub.status.busy": "2026-10-05T00:33:09.609860Z",
+     "iopub.status.idle": "2026-10-05T00:33:10.502758Z",
+     "shell.execute_reply": "2026-10-05T00:33:10.502411Z"
     }
    },
    "outputs": [
@@ -1550,10 +1550,10 @@
    "id": "7b523280",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:37:38.775177Z",
-     "iopub.status.busy": "2026-08-31T22:37:38.775092Z",
-     "iopub.status.idle": "2026-08-31T22:37:38.809532Z",
-     "shell.execute_reply": "2026-08-31T22:37:38.809123Z"
+     "iopub.execute_input": "2026-10-05T00:33:10.503995Z",
+     "iopub.status.busy": "2026-10-05T00:33:10.503921Z",
+     "iopub.status.idle": "2026-10-05T00:33:10.538617Z",
+     "shell.execute_reply": "2026-10-05T00:33:10.538235Z"
     }
    },
    "outputs": [
@@ -1564,6 +1564,128 @@
         "plotlyServerURL": "https://plot.ly"
        },
        "data": [
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.0
+         },
+         "mode": "lines",
+         "name": "X (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47
+         ],
+         "y": [
+          48.901,
+          49.584,
+          49.506,
+          50.831,
+          46.614,
+          51.331,
+          49.557,
+          49.794,
+          null,
+          47.871,
+          50.977,
+          49.394,
+          49.294,
+          47.169,
+          51.725,
+          49.506,
+          48.913,
+          null,
+          51.696,
+          53.362,
+          51.709,
+          52.001,
+          50.471,
+          53.76,
+          51.885,
+          53.618,
+          null,
+          51.626,
+          52.711,
+          51.193,
+          53.475,
+          50.81,
+          55.621,
+          50.675,
+          52.462,
+          null,
+          50.83,
+          51.959,
+          51.861,
+          52.598,
+          49.143,
+          54.389,
+          51.98,
+          52.583,
+          null,
+          51.766,
+          53.383,
+          51.099,
+          53.178,
+          49.633,
+          52.627,
+          52.578,
+          52.592
+         ]
+        },
         {
          "customdata": [
           [
@@ -1816,7 +1938,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X",
          "opacity": 0.8,
          "type": "scatter",
@@ -1949,8 +2071,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 56.567,
-          "y1": 56.567
+          "y0": 56.566,
+          "y1": 56.566
          },
          {
           "line": {
@@ -1962,8 +2084,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 45.943,
-          "y1": 45.943
+          "y0": 45.944,
+          "y1": 45.944
          },
          {
           "line": {
@@ -2919,10 +3041,10 @@
    "id": "ccdbb386",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:37:38.810489Z",
-     "iopub.status.busy": "2026-08-31T22:37:38.810428Z",
-     "iopub.status.idle": "2026-08-31T22:37:38.829647Z",
-     "shell.execute_reply": "2026-08-31T22:37:38.829319Z"
+     "iopub.execute_input": "2026-10-05T00:33:10.539694Z",
+     "iopub.status.busy": "2026-10-05T00:33:10.539642Z",
+     "iopub.status.idle": "2026-10-05T00:33:10.558866Z",
+     "shell.execute_reply": "2026-10-05T00:33:10.558416Z"
     }
    },
    "outputs": [
diff --git a/docs/tutorials/loss-function.ipynb b/docs/tutorials/loss-function.ipynb
index 316ced6..bd7e046 100644
--- a/docs/tutorials/loss-function.ipynb
+++ b/docs/tutorials/loss-function.ipynb
@@ -49,33 +49,34 @@
    "id": "9daxzymuu1i",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:42.993149Z",
-     "iopub.status.busy": "2026-05-21T12:14:42.992878Z",
-     "iopub.status.idle": "2026-05-21T12:14:43.433087Z",
-     "shell.execute_reply": "2026-05-21T12:14:43.432769Z"
+     "iopub.execute_input": "2026-10-05T00:32:53.314304Z",
+     "iopub.status.busy": "2026-10-05T00:32:53.314116Z",
+     "iopub.status.idle": "2026-10-05T00:32:53.521220Z",
+     "shell.execute_reply": "2026-10-05T00:32:53.520879Z"
     }
    },
    "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Dataset: 4000 rows x 11 columns\n",
+      "Columns: ['PRODUCTION TIME', 'FACTOR 1', 'FACTOR 2', 'FACTOR 1xFACTOR 2', 'PM SDS 1', 'PM SDS 2', 'PM SDS 3', 'PM SDS 4', 'PM SDS 5', 'PM SDS 6', 'PM INERT']\n"
+     ]
+    },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Found 11655 garbage/NA values across 5 column(s):\n",
+      "/var/folders/cp/dvnklhkn2dd12f_pgg5mhydw0000gp/T/ipykernel_38949/3003584475.py:4: ProcessBehaviorWarning: Found 11655 garbage/NA values across 5 column(s):\n",
       "  • PM SDS 2: 3200 values\n",
       "  • PM SDS 3: 958 values\n",
       "  • PM SDS 4: 2134 values\n",
       "  • PM SDS 5: 3359 values\n",
       "  • PM SDS 6: 2004 values\n",
       "\n",
-      "These values were converted to NA and will be excluded from analysis.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Dataset: 4000 rows x 11 columns\n",
-      "Columns: ['PRODUCTION TIME', 'FACTOR 1', 'FACTOR 2', 'FACTOR 1xFACTOR 2', 'PM SDS 1', 'PM SDS 2', 'PM SDS 3', 'PM SDS 4', 'PM SDS 5', 'PM SDS 6', 'PM INERT']\n"
+      "These values were converted to NA and will be excluded from analysis.\n",
+      "  pb = ProcessBehavior.read_csv('../../validation/PBTESTDATABASE_T100.csv')\n"
      ]
     }
    ],
@@ -95,10 +96,10 @@
    "id": "38786f54za2",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:43.434581Z",
-     "iopub.status.busy": "2026-05-21T12:14:43.434456Z",
-     "iopub.status.idle": "2026-05-21T12:14:43.513481Z",
-     "shell.execute_reply": "2026-05-21T12:14:43.513177Z"
+     "iopub.execute_input": "2026-10-05T00:32:53.522399Z",
+     "iopub.status.busy": "2026-10-05T00:32:53.522336Z",
+     "iopub.status.idle": "2026-10-05T00:32:53.544312Z",
+     "shell.execute_reply": "2026-10-05T00:32:53.543922Z"
     }
    },
    "outputs": [
@@ -143,10 +144,10 @@
    "id": "wni7w4fl2eo",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:43.514834Z",
-     "iopub.status.busy": "2026-05-21T12:14:43.514754Z",
-     "iopub.status.idle": "2026-05-21T12:14:43.522511Z",
-     "shell.execute_reply": "2026-05-21T12:14:43.522252Z"
+     "iopub.execute_input": "2026-10-05T00:32:53.545355Z",
+     "iopub.status.busy": "2026-10-05T00:32:53.545288Z",
+     "iopub.status.idle": "2026-10-05T00:32:53.549432Z",
+     "shell.execute_reply": "2026-10-05T00:32:53.549041Z"
     }
    },
    "outputs": [
@@ -157,19 +158,19 @@
        "  Target=237.0, Ybar=237.817, N=4000\n",
        "  K=8 PDC levels, T=100 periods, SDS=1\n",
        "\n",
-       "  Expected Loss (EL) = 3.962\n",
+       "  Expected Loss (EL) = 3.856\n",
        "\n",
        "  Loss Decomposition:\n",
-       "         PDCxPT INT: 43.32%\n",
-       "        UNEXPLAINED: 22.986%\n",
-       "               MEAN: 16.841%\n",
-       "                PDC: 14.17%\n",
-       "                 PT: 2.683%\n",
+       "         PDCxPT INT: 44.511%\n",
+       "        UNEXPLAINED: 20.869%\n",
+       "               MEAN: 17.304%\n",
+       "                PDC: 14.559%\n",
+       "                 PT: 2.757%\n",
        "\n",
        "  PDC Decomposition:\n",
-       "           FACTOR 1: 8.937%\n",
-       "           FACTOR 2: 3.715%\n",
-       "            PDF INT: 1.517%"
+       "           FACTOR 1: 9.183%\n",
+       "           FACTOR 2: 3.818%\n",
+       "            PDF INT: 1.559%"
       ]
      },
      "execution_count": 3,
@@ -204,10 +205,10 @@
    "id": "0fsozjvtsw",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:43.523788Z",
-     "iopub.status.busy": "2026-05-21T12:14:43.523685Z",
-     "iopub.status.idle": "2026-05-21T12:14:43.525800Z",
-     "shell.execute_reply": "2026-05-21T12:14:43.525595Z"
+     "iopub.execute_input": "2026-10-05T00:32:53.550308Z",
+     "iopub.status.busy": "2026-10-05T00:32:53.550233Z",
+     "iopub.status.idle": "2026-10-05T00:32:53.552030Z",
+     "shell.execute_reply": "2026-10-05T00:32:53.551716Z"
     }
    },
    "outputs": [
@@ -216,22 +217,22 @@
      "output_type": "stream",
      "text": [
       "Loss Decomposition (Tom's reference):\n",
-      "  PDCxPT INT:   43.3%  (expected: 43.3%)\n",
-      "  UNEXPLAINED:  23.0%  (expected: 23.0%)\n",
-      "  MEAN:         16.8%  (expected: 16.8%)\n",
-      "  PDC:          14.2%  (expected: 14.2%)\n",
-      "  PT:           2.7%  (expected: 2.7%)\n"
+      "  PDCxPT INT:   44.5%  (expected: 44.5%)\n",
+      "  UNEXPLAINED:  20.9%  (expected: 20.9%)\n",
+      "  MEAN:         17.3%  (expected: 17.3%)\n",
+      "  PDC:          14.6%  (expected: 14.6%)\n",
+      "  PT:           2.8%  (expected: 2.8%)\n"
      ]
     }
    ],
    "source": [
-    "# Verify Tom's reference percentages (PM SDS 1, T=237)\n",
+    "# Verify against Tom's VAS run of 3 October 2026 (PM SDS 1, T=237)\n",
     "print(\"Loss Decomposition (Tom's reference):\")\n",
-    "print(f\"  PDCxPT INT:   {result.pct_interaction:.1f}%  (expected: 43.3%)\")\n",
-    "print(f\"  UNEXPLAINED:  {result.pct_unexplained:.1f}%  (expected: 23.0%)\")\n",
-    "print(f\"  MEAN:         {result.pct_centering:.1f}%  (expected: 16.8%)\")\n",
-    "print(f\"  PDC:          {result.pct_pdc:.1f}%  (expected: 14.2%)\")\n",
-    "print(f\"  PT:           {result.pct_time:.1f}%  (expected: 2.7%)\")"
+    "print(f\"  PDCxPT INT:   {result.pct_interaction:.1f}%  (expected: 44.5%)\")\n",
+    "print(f\"  UNEXPLAINED:  {result.pct_unexplained:.1f}%  (expected: 20.9%)\")\n",
+    "print(f\"  MEAN:         {result.pct_centering:.1f}%  (expected: 17.3%)\")\n",
+    "print(f\"  PDC:          {result.pct_pdc:.1f}%  (expected: 14.6%)\")\n",
+    "print(f\"  PT:           {result.pct_time:.1f}%  (expected: 2.8%)\")"
    ]
   },
   {
@@ -252,10 +253,10 @@
    "id": "2xs9e5852z9",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:43.526910Z",
-     "iopub.status.busy": "2026-05-21T12:14:43.526841Z",
-     "iopub.status.idle": "2026-05-21T12:14:44.227153Z",
-     "shell.execute_reply": "2026-05-21T12:14:44.226819Z"
+     "iopub.execute_input": "2026-10-05T00:32:53.552888Z",
+     "iopub.status.busy": "2026-10-05T00:32:53.552837Z",
+     "iopub.status.idle": "2026-10-05T00:32:54.206384Z",
+     "shell.execute_reply": "2026-10-05T00:32:54.205943Z"
     }
    },
    "outputs": [
@@ -269,11 +270,11 @@
         {
          "orientation": "v",
          "text": [
-          "43.32%",
-          "22.986%",
-          "16.841%",
-          "14.17%",
-          "2.683%"
+          "44.511%",
+          "20.869%",
+          "17.304%",
+          "14.559%",
+          "2.757%"
          ],
          "textposition": "outside",
          "type": "bar",
@@ -285,11 +286,11 @@
           "PT"
          ],
          "y": [
-          43.32006880609359,
-          22.986327809675984,
-          16.840695260890527,
-          14.169667871489738,
-          2.6832402518501666
+          44.511293717573565,
+          20.868588679382544,
+          17.30378445428982,
+          14.559308558153234,
+          2.757024590600829
          ]
         }
        ],
@@ -1109,7 +1110,7 @@
          "linewidth": 1.0,
          "range": [
           0,
-          47.65207568670295
+          48.962423089330926
          ],
          "showgrid": true,
          "showline": true,
@@ -1152,10 +1153,10 @@
    "id": "llbkacmo9p",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:44.228542Z",
-     "iopub.status.busy": "2026-05-21T12:14:44.228430Z",
-     "iopub.status.idle": "2026-05-21T12:14:44.237426Z",
-     "shell.execute_reply": "2026-05-21T12:14:44.237178Z"
+     "iopub.execute_input": "2026-10-05T00:32:54.207461Z",
+     "iopub.status.busy": "2026-10-05T00:32:54.207396Z",
+     "iopub.status.idle": "2026-10-05T00:32:54.213329Z",
+     "shell.execute_reply": "2026-10-05T00:32:54.213016Z"
     }
    },
    "outputs": [
@@ -1169,13 +1170,13 @@
         {
          "orientation": "v",
          "text": [
-          "43.32%",
-          "22.986%",
-          "16.841%",
-          "8.937%",
-          "3.715%",
-          "2.683%",
-          "1.517%"
+          "44.511%",
+          "20.869%",
+          "17.304%",
+          "9.183%",
+          "3.818%",
+          "2.757%",
+          "1.559%"
          ],
          "textposition": "outside",
          "type": "bar",
@@ -1189,13 +1190,13 @@
           "PDF INT"
          ],
          "y": [
-          43.32006880609359,
-          22.986327809675984,
-          16.840695260890527,
-          8.937014774390244,
-          3.715494223927017,
-          2.6832402518501666,
-          1.5171588731724779
+          44.511293717573565,
+          20.868588679382544,
+          17.30378445428982,
+          9.182766799419843,
+          3.8176637125724238,
+          2.757024590600829,
+          1.5588780461609653
          ]
         }
        ],
@@ -2015,7 +2016,7 @@
          "linewidth": 1.0,
          "range": [
           0,
-          47.65207568670295
+          48.962423089330926
          ],
          "showgrid": true,
          "showline": true,
@@ -2044,13 +2045,13 @@
     "\n",
     "Read the Pareto top-down. The largest percentage is the biggest lever for improvement:\n",
     "\n",
-    "1. **PDCxPT INT (43.3%)** — the factor-by-time interaction dominates. Factor effects are not consistent over time. This is an assignable cause that warrants investigation.\n",
-    "2. **UNEXPLAINED (23.0%)** — the noise floor. Reducing this requires fundamentally changing the measurement or process.\n",
-    "3. **MEAN (16.8%)** — re-centering the process on the target would eliminate this component entirely.\n",
-    "4. **F1 (8.9%)** — FACTOR 1 main effect contributes more than FACTOR 2.\n",
-    "5. **F2 (3.7%)** — FACTOR 2 contributes less individually.\n",
-    "6. **PT (2.7%)** — temporal drift is small.\n",
-    "7. **PDF INT (1.5%)** — the interaction between the two factors is small."
+    "1. **PDCxPT INT (44.5%)** — the factor-by-time interaction dominates. Factor effects are not consistent over time. This is an assignable cause that warrants investigation.\n",
+    "2. **UNEXPLAINED (20.9%)** — the noise floor. Reducing this requires fundamentally changing the measurement or process.\n",
+    "3. **MEAN (17.3%)** — re-centering the process on the target would eliminate this component entirely.\n",
+    "4. **F1 (9.2%)** — FACTOR 1 main effect contributes more than FACTOR 2.\n",
+    "5. **F2 (3.8%)** — FACTOR 2 contributes less individually.\n",
+    "6. **PT (2.8%)** — temporal drift is small.\n",
+    "7. **PDF INT (1.6%)** — the interaction between the two factors is small."
    ]
   },
   {
@@ -2071,10 +2072,10 @@
    "id": "daa5mgm5ey",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:44.238747Z",
-     "iopub.status.busy": "2026-05-21T12:14:44.238649Z",
-     "iopub.status.idle": "2026-05-21T12:14:44.241437Z",
-     "shell.execute_reply": "2026-05-21T12:14:44.241216Z"
+     "iopub.execute_input": "2026-10-05T00:32:54.214286Z",
+     "iopub.status.busy": "2026-10-05T00:32:54.214228Z",
+     "iopub.status.idle": "2026-10-05T00:32:54.216288Z",
+     "shell.execute_reply": "2026-10-05T00:32:54.215990Z"
     }
    },
    "outputs": [
@@ -2083,9 +2084,9 @@
      "output_type": "stream",
      "text": [
       "PDC by factor:\n",
-      "  FACTOR 1: 8.9%\n",
-      "  FACTOR 2: 3.7%\n",
-      "  PDF INT: 1.5%\n",
+      "  FACTOR 1: 9.2%\n",
+      "  FACTOR 2: 3.8%\n",
+      "  PDF INT: 1.6%\n",
       "\n",
       "F1 + F2 + PDF INT = 0.561437\n",
       "PDC               = 0.561437\n",
@@ -2128,10 +2129,10 @@
    "id": "u2au8hvbpes",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:44.242542Z",
-     "iopub.status.busy": "2026-05-21T12:14:44.242458Z",
-     "iopub.status.idle": "2026-05-21T12:14:44.249080Z",
-     "shell.execute_reply": "2026-05-21T12:14:44.248820Z"
+     "iopub.execute_input": "2026-10-05T00:32:54.217110Z",
+     "iopub.status.busy": "2026-10-05T00:32:54.217051Z",
+     "iopub.status.idle": "2026-10-05T00:32:54.220927Z",
+     "shell.execute_reply": "2026-10-05T00:32:54.220575Z"
     }
    },
    "outputs": [
@@ -2145,10 +2146,10 @@
       "\n",
       "Without centering loss, the remaining 4 components\n",
       "share 100% of the total:\n",
-      "  UNEXPLAINED:  27.6%\n",
-      "  PDC:          17.0%\n",
-      "  PT:           3.2%\n",
-      "  PDCxPT INT:   52.1%\n"
+      "  UNEXPLAINED:  25.2%\n",
+      "  PDC:          17.6%\n",
+      "  PT:           3.3%\n",
+      "  PDCxPT INT:   53.8%\n"
      ]
     }
    ],
@@ -2185,10 +2186,10 @@
    "id": "njpsr4fsjn",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:44.250249Z",
-     "iopub.status.busy": "2026-05-21T12:14:44.250158Z",
-     "iopub.status.idle": "2026-05-21T12:14:44.252887Z",
-     "shell.execute_reply": "2026-05-21T12:14:44.252666Z"
+     "iopub.execute_input": "2026-10-05T00:32:54.221876Z",
+     "iopub.status.busy": "2026-10-05T00:32:54.221823Z",
+     "iopub.status.idle": "2026-10-05T00:32:54.223981Z",
+     "shell.execute_reply": "2026-10-05T00:32:54.223576Z"
     }
    },
    "outputs": [
@@ -2197,13 +2198,13 @@
      "output_type": "stream",
      "text": [
       "Centering:    0.667270\n",
-      "Unexplained:  0.910775\n",
+      "Unexplained:  0.804736\n",
       "PDC:          0.561437\n",
       "Time:         0.106317\n",
       "Interaction:  1.716448\n",
       "──────────────────────────────\n",
-      "Sum:          3.962246\n",
-      "Total:        3.962246\n",
+      "Sum:          3.856207\n",
+      "Total:        3.856207\n",
       "Match: True\n",
       "\n",
       "Percentages sum: 100.0%\n"
@@ -2248,10 +2249,10 @@
    "id": "i47wms5joaq",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:44.254004Z",
-     "iopub.status.busy": "2026-05-21T12:14:44.253929Z",
-     "iopub.status.idle": "2026-05-21T12:14:44.256050Z",
-     "shell.execute_reply": "2026-05-21T12:14:44.255839Z"
+     "iopub.execute_input": "2026-10-05T00:32:54.224914Z",
+     "iopub.status.busy": "2026-10-05T00:32:54.224860Z",
+     "iopub.status.idle": "2026-10-05T00:32:54.226755Z",
+     "shell.execute_reply": "2026-10-05T00:32:54.226424Z"
     }
    },
    "outputs": [
@@ -2266,16 +2267,16 @@
        " 'T_periods': 100,\n",
        " 'sds': 1,\n",
        " 'centering': 0.6673,\n",
-       " 'unexplained': 0.9108,\n",
+       " 'unexplained': 0.8047,\n",
        " 'pdc': 0.5614,\n",
        " 'time': 0.1063,\n",
        " 'interaction': 1.7164,\n",
-       " 'total': 3.9622,\n",
-       " 'pct_centering': 16.8407,\n",
-       " 'pct_unexplained': 22.9863,\n",
-       " 'pct_pdc': 14.1697,\n",
-       " 'pct_time': 2.6832,\n",
-       " 'pct_interaction': 43.3201,\n",
+       " 'total': 3.8562,\n",
+       " 'pct_centering': 17.3038,\n",
+       " 'pct_unexplained': 20.8686,\n",
+       " 'pct_pdc': 14.5593,\n",
+       " 'pct_time': 2.757,\n",
+       " 'pct_interaction': 44.5113,\n",
        " 'pdc_by_factor': {'FACTOR 1': 0.3541, 'FACTOR 2': 0.1472},\n",
        " 'pdc_factor_interaction': 0.0601}"
       ]
@@ -2296,9 +2297,9 @@
    "source": [
     "---\n",
     "\n",
-    "## DS 2: ADS 2/3 Unexplained\n",
+    "## DS 2: ADS 2/3 Unexplained and Interaction\n",
     "\n",
-    "DS 2 has singleton cells. The unexplained component uses the pooled R2 sigma (Eq 15.18: S_R2 / 0.7) instead of within-cell standard deviations:"
+    "DS 2 has singleton cells, so there is no within-cell spread to average. The unexplained component is the sample variance of R2 (10-1 manual Eq 15-17), and the interaction is what the other four components leave of the total loss $(\\bar{Y}_{..} - T)^2 + S^2$, set to 0 if negative (Eqs 15-18 to 15-20). With one observation per subgroup, interaction and noise cannot be separated cell by cell, so the interaction is backed out of the total rather than estimated directly:"
    ]
   },
   {
@@ -2307,10 +2308,10 @@
    "id": "6qaqgx8re3a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:44.257086Z",
-     "iopub.status.busy": "2026-05-21T12:14:44.257018Z",
-     "iopub.status.idle": "2026-05-21T12:14:44.319900Z",
-     "shell.execute_reply": "2026-05-21T12:14:44.319620Z"
+     "iopub.execute_input": "2026-10-05T00:32:54.227584Z",
+     "iopub.status.busy": "2026-10-05T00:32:54.227532Z",
+     "iopub.status.idle": "2026-10-05T00:32:54.246629Z",
+     "shell.execute_reply": "2026-10-05T00:32:54.246316Z"
     }
    },
    "outputs": [
@@ -2330,19 +2331,19 @@
        "  Target=237.0, Ybar=237.782, N=800\n",
        "  K=8 PDC levels, T=100 periods, SDS=2\n",
        "\n",
-       "  Expected Loss (EL) = 3.804\n",
+       "  Expected Loss (EL) = 2.909\n",
        "\n",
        "  Loss Decomposition:\n",
-       "         PDCxPT INT: 42.494%\n",
-       "        UNEXPLAINED: 23.585%\n",
-       "               MEAN: 16.093%\n",
-       "                PDC: 15.58%\n",
-       "                 PT: 2.248%\n",
+       "        UNEXPLAINED: 30.045%\n",
+       "         PDCxPT INT: 25.608%\n",
+       "               MEAN: 21.039%\n",
+       "                PDC: 20.369%\n",
+       "                 PT: 2.939%\n",
        "\n",
        "  PDC Decomposition:\n",
-       "           FACTOR 1: 10.558%\n",
-       "           FACTOR 2: 4.131%\n",
-       "            PDF INT: 0.891%"
+       "           FACTOR 1: 13.66%\n",
+       "           FACTOR 2: 5.459%\n",
+       "            PDF INT: 1.25%"
       ]
      },
      "execution_count": 11,
@@ -2384,10 +2385,10 @@
    "id": "wk639w7o4c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:44.321160Z",
-     "iopub.status.busy": "2026-05-21T12:14:44.321063Z",
-     "iopub.status.idle": "2026-05-21T12:14:44.361086Z",
-     "shell.execute_reply": "2026-05-21T12:14:44.360858Z"
+     "iopub.execute_input": "2026-10-05T00:32:54.247617Z",
+     "iopub.status.busy": "2026-10-05T00:32:54.247567Z",
+     "iopub.status.idle": "2026-10-05T00:32:54.264594Z",
+     "shell.execute_reply": "2026-10-05T00:32:54.264233Z"
     }
    },
    "outputs": [
@@ -2407,14 +2408,14 @@
        "  Target=237.0, Ybar=237.817, N=4000\n",
        "  K=4 PDC levels, T=100 periods, SDS=1\n",
        "\n",
-       "  Expected Loss (EL) = 4.079\n",
+       "  Expected Loss (EL) = 3.94\n",
        "\n",
        "  Loss Decomposition:\n",
-       "        UNEXPLAINED: 63.325%\n",
-       "               MEAN: 16.359%\n",
-       "         PDCxPT INT: 9.028%\n",
-       "                PDC: 8.681%\n",
-       "                 PT: 2.606%"
+       "        UNEXPLAINED: 62.028%\n",
+       "               MEAN: 16.937%\n",
+       "         PDCxPT INT: 9.347%\n",
+       "                PDC: 8.988%\n",
+       "                 PT: 2.699%"
       ]
      },
      "execution_count": 12,
@@ -2456,10 +2457,10 @@
    "id": "frcrvde68c5",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:44.362317Z",
-     "iopub.status.busy": "2026-05-21T12:14:44.362226Z",
-     "iopub.status.idle": "2026-05-21T12:14:44.427825Z",
-     "shell.execute_reply": "2026-05-21T12:14:44.427574Z"
+     "iopub.execute_input": "2026-10-05T00:32:54.265661Z",
+     "iopub.status.busy": "2026-10-05T00:32:54.265614Z",
+     "iopub.status.idle": "2026-10-05T00:32:54.274382Z",
+     "shell.execute_reply": "2026-10-05T00:32:54.274118Z"
     }
    },
    "outputs": [
@@ -2495,7 +2496,7 @@
     "\n",
     "For reference, here are the Bishop Chapter 15 equations implemented by `loss_function()`:\n",
     "\n",
-    "**Expected Loss Decomposition** (Eq. 15.13):\n",
+    "**Expected Loss Decomposition** (Eq. 15-13):\n",
     "\n",
     "$$EL = (\\bar{Y}_{..} - T)^2 + \\hat{\\sigma}^2_w + \\frac{1}{K}\\sum_k \\rho_k^2 + \\frac{1}{T}\\sum_t \\tau_t^2 + \\frac{1}{KT}\\sum_{k,t} (\\rho\\tau)_{kt}^2$$\n",
     "\n",
@@ -2504,18 +2505,22 @@
     "| Term | Component | Equation |\n",
     "|------|-----------|----------|\n",
     "| $(\\bar{Y}_{..} - T)^2$ | Centering | Squared distance from grand mean to target |\n",
-    "| $\\hat{\\sigma}^2_w$ | Unexplained | Within-cell sigma squared (Eq. 15.16-15.19) |\n",
-    "| $\\frac{1}{K}\\sum_k \\rho_k^2$ | PDC | Mean squared PDC effect (Eq. 15.20) |\n",
+    "| $\\hat{\\sigma}^2_w$ | Unexplained | Noise variance (Eq. 15-16 / 15-17) |\n",
+    "| $\\frac{1}{K}\\sum_k \\rho_k^2$ | PDC | Mean squared PDC effect (Eq. 15-22) |\n",
     "| $\\frac{1}{T}\\sum_t \\tau_t^2$ | Time | Mean squared time effect |\n",
-    "| $\\frac{1}{KT}\\sum_{k,t} (\\rho\\tau)_{kt}^2$ | Interaction | Mean squared PDC x time interaction |\n",
+    "| $\\frac{1}{KT}\\sum_{k,t} (\\rho\\tau)_{kt}^2$ | Interaction | Mean squared PDC x time interaction (DS 1/4); remainder (DS 2/3/5/6) |\n",
+    "\n",
+    "Equation numbers are those of Bishop's VAS manual dated 10-1-2026.\n",
+    "\n",
+    "**Replicated cells** (ADS 1, Eq. 15-16) — the average cell variance:\n",
     "\n",
-    "**Unexplained — replicated cells** (DS 1, Eq. 15.16/15.17):\n",
+    "$$\\hat{\\sigma}^2_w = \\frac{1}{KT}\\sum_{k,t} S_{kt}^2$$\n",
     "\n",
-    "$$\\hat{\\sigma}^2_w = \\frac{1}{KT}\\sum_{k,t} \\left(\\frac{S_{kt}}{c_4(n_{kt})}\\right)^2$$\n",
+    "**Singleton cells** (ADS 2/3) — the variance of R2 (Eq. 15-17), and the interaction as the remainder of the total loss (Eqs. 15-18 to 15-20), floored at 0:\n",
     "\n",
-    "**Unexplained — ADS 2/3** (Eq. 15.18/15.19):\n",
+    "$$\\hat{\\sigma}^2_w = S_{R2}^2 \\qquad EL_{PDC\\times PT} = \\max\\left(S^2 - \\frac{1}{K}\\sum_k \\rho_k^2 - \\frac{1}{T}\\sum_t \\tau_t^2 - S_{R2}^2,\\ 0\\right)$$\n",
     "\n",
-    "$$\\hat{\\sigma}^2_w = \\left(\\frac{S_{R2}}{0.7}\\right)^2$$\n",
+    "where $S^2$ is the sample variance of all observations.\n",
     "\n",
     "**Effects**:\n",
     "\n",
@@ -2541,7 +2546,7 @@
     "| `pdc_by_factor` | Per-factor main effect losses (multi-factor) |\n",
     "| Default target | Target = grand mean, centering = 0 |\n",
     "| Identity | 5 components sum exactly to total |\n",
-    "| DS 2/3 | Unexplained uses pooled R2 sigma instead of within-cell |\n",
+    "| DS 2/3 | Unexplained is the variance of R2; interaction is the remainder of the total loss |\n",
     "| Requires | Factors + time (VAS residuals) |\n",
     "\n",
     "## Next Steps\n",
@@ -2568,7 +2573,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.13.7"
+   "version": "3.14.2"
   }
  },
  "nbformat": 4,
diff --git a/docs/tutorials/process-capability-before-after.ipynb b/docs/tutorials/process-capability-before-after.ipynb
index 5a5af39..804b7e5 100644
--- a/docs/tutorials/process-capability-before-after.ipynb
+++ b/docs/tutorials/process-capability-before-after.ipynb
@@ -48,10 +48,10 @@
    "id": "13b5b8e9",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:31.530718Z",
-     "iopub.status.busy": "2026-07-11T22:50:31.530369Z",
-     "iopub.status.idle": "2026-07-11T22:50:32.226804Z",
-     "shell.execute_reply": "2026-07-11T22:50:32.226586Z"
+     "iopub.execute_input": "2026-10-05T00:33:06.334576Z",
+     "iopub.status.busy": "2026-10-05T00:33:06.334281Z",
+     "iopub.status.idle": "2026-10-05T00:33:06.563911Z",
+     "shell.execute_reply": "2026-10-05T00:33:06.563575Z"
     }
    },
    "outputs": [
@@ -197,10 +197,10 @@
    "id": "e7929215",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:32.228127Z",
-     "iopub.status.busy": "2026-07-11T22:50:32.228022Z",
-     "iopub.status.idle": "2026-07-11T22:50:32.272561Z",
-     "shell.execute_reply": "2026-07-11T22:50:32.272337Z"
+     "iopub.execute_input": "2026-10-05T00:33:06.565122Z",
+     "iopub.status.busy": "2026-10-05T00:33:06.565046Z",
+     "iopub.status.idle": "2026-10-05T00:33:06.579313Z",
+     "shell.execute_reply": "2026-10-05T00:33:06.578911Z"
     }
    },
    "outputs": [
@@ -251,10 +251,10 @@
    "id": "ac467211",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:32.273755Z",
-     "iopub.status.busy": "2026-07-11T22:50:32.273675Z",
-     "iopub.status.idle": "2026-07-11T22:50:32.276091Z",
-     "shell.execute_reply": "2026-07-11T22:50:32.275886Z"
+     "iopub.execute_input": "2026-10-05T00:33:06.580409Z",
+     "iopub.status.busy": "2026-10-05T00:33:06.580352Z",
+     "iopub.status.idle": "2026-10-05T00:33:06.582494Z",
+     "shell.execute_reply": "2026-10-05T00:33:06.582117Z"
     }
    },
    "outputs": [
@@ -269,6 +269,7 @@
        "    Pp=None  Ppk=0.193  (lower=None, upper=0.193)\n",
        "\n",
        "  Potential Capability (R2 sigma):\n",
+       "    centre=220.771, sigma_hat_r2=23.799\n",
        "    Cp=None  Cpk=0.269  (lower=None, upper=0.269)\n",
        "\n",
        "  Z-scores:\n",
@@ -298,10 +299,10 @@
    "id": "a45ddbf1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:32.277132Z",
-     "iopub.status.busy": "2026-07-11T22:50:32.277054Z",
-     "iopub.status.idle": "2026-07-11T22:50:33.054720Z",
-     "shell.execute_reply": "2026-07-11T22:50:33.054454Z"
+     "iopub.execute_input": "2026-10-05T00:33:06.583407Z",
+     "iopub.status.busy": "2026-10-05T00:33:06.583352Z",
+     "iopub.status.idle": "2026-10-05T00:33:07.400702Z",
+     "shell.execute_reply": "2026-10-05T00:33:07.400363Z"
     }
    },
    "outputs": [
@@ -497,8 +498,8 @@
            "width": 1.5
           },
           "type": "line",
-          "x0": 121.30952260186555,
-          "x1": 121.30952260186555,
+          "x0": 121.30952260184296,
+          "x1": 121.30952260184296,
           "xref": "x",
           "y0": 0,
           "y1": 1,
@@ -512,8 +513,8 @@
            "width": 1.5
           },
           "type": "line",
-          "x0": 320.2321440648011,
-          "x1": 320.2321440648011,
+          "x0": 320.23214406482373,
+          "x1": 320.23214406482373,
           "xref": "x",
           "y0": 0,
           "y1": 1,
@@ -1365,10 +1366,10 @@
    "id": "21626a5c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:33.056082Z",
-     "iopub.status.busy": "2026-07-11T22:50:33.055979Z",
-     "iopub.status.idle": "2026-07-11T22:50:33.059449Z",
-     "shell.execute_reply": "2026-07-11T22:50:33.059223Z"
+     "iopub.execute_input": "2026-10-05T00:33:07.401836Z",
+     "iopub.status.busy": "2026-10-05T00:33:07.401773Z",
+     "iopub.status.idle": "2026-10-05T00:33:07.404937Z",
+     "shell.execute_reply": "2026-10-05T00:33:07.404616Z"
     }
    },
    "outputs": [
@@ -1395,10 +1396,10 @@
    "id": "e02de63e",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:33.060528Z",
-     "iopub.status.busy": "2026-07-11T22:50:33.060453Z",
-     "iopub.status.idle": "2026-07-11T22:50:33.081763Z",
-     "shell.execute_reply": "2026-07-11T22:50:33.081529Z"
+     "iopub.execute_input": "2026-10-05T00:33:07.405875Z",
+     "iopub.status.busy": "2026-10-05T00:33:07.405816Z",
+     "iopub.status.idle": "2026-10-05T00:33:07.420453Z",
+     "shell.execute_reply": "2026-10-05T00:33:07.420154Z"
     }
    },
    "outputs": [
@@ -1594,8 +1595,8 @@
            "width": 1.5
           },
           "type": "line",
-          "x0": 169.32146175853416,
-          "x1": 169.32146175853416,
+          "x0": 169.32146175853006,
+          "x1": 169.32146175853006,
           "xref": "x",
           "y0": 0,
           "y1": 1,
@@ -1609,8 +1610,8 @@
            "width": 1.5
           },
           "type": "line",
-          "x0": 313.1904430033706,
-          "x1": 313.1904430033706,
+          "x0": 313.1904430033747,
+          "x1": 313.1904430033747,
           "xref": "x",
           "y0": 0,
           "y1": 1,
@@ -2438,10 +2439,10 @@
    "id": "6ebc624f",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:33.082888Z",
-     "iopub.status.busy": "2026-07-11T22:50:33.082814Z",
-     "iopub.status.idle": "2026-07-11T22:50:33.104406Z",
-     "shell.execute_reply": "2026-07-11T22:50:33.104194Z"
+     "iopub.execute_input": "2026-10-05T00:33:07.421459Z",
+     "iopub.status.busy": "2026-10-05T00:33:07.421404Z",
+     "iopub.status.idle": "2026-10-05T00:33:07.435708Z",
+     "shell.execute_reply": "2026-10-05T00:33:07.435295Z"
     }
    },
    "outputs": [
@@ -2637,8 +2638,8 @@
            "width": 1.5
           },
           "type": "line",
-          "x0": 113.37645275905928,
-          "x1": 113.37645275905928,
+          "x0": 113.37645275905408,
+          "x1": 113.37645275905408,
           "xref": "x",
           "y0": 0,
           "y1": 1,
@@ -2652,8 +2653,8 @@
            "width": 1.5
           },
           "type": "line",
-          "x0": 296.2994731668666,
-          "x1": 296.2994731668666,
+          "x0": 296.29947316687185,
+          "x1": 296.29947316687185,
           "xref": "x",
           "y0": 0,
           "y1": 1,
@@ -3507,10 +3508,10 @@
    "id": "2cbef29b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:33.105768Z",
-     "iopub.status.busy": "2026-07-11T22:50:33.105687Z",
-     "iopub.status.idle": "2026-07-11T22:50:33.107824Z",
-     "shell.execute_reply": "2026-07-11T22:50:33.107610Z"
+     "iopub.execute_input": "2026-10-05T00:33:07.436719Z",
+     "iopub.status.busy": "2026-10-05T00:33:07.436657Z",
+     "iopub.status.idle": "2026-10-05T00:33:07.438472Z",
+     "shell.execute_reply": "2026-10-05T00:33:07.438182Z"
     }
    },
    "outputs": [
@@ -3562,10 +3563,10 @@
    "id": "b02c6723",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:33.108992Z",
-     "iopub.status.busy": "2026-07-11T22:50:33.108916Z",
-     "iopub.status.idle": "2026-07-11T22:50:33.182712Z",
-     "shell.execute_reply": "2026-07-11T22:50:33.182473Z"
+     "iopub.execute_input": "2026-10-05T00:33:07.439384Z",
+     "iopub.status.busy": "2026-10-05T00:33:07.439331Z",
+     "iopub.status.idle": "2026-10-05T00:33:07.454885Z",
+     "shell.execute_reply": "2026-10-05T00:33:07.454604Z"
     }
    },
    "outputs": [
@@ -3606,10 +3607,10 @@
    "id": "502324fb",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:33.183952Z",
-     "iopub.status.busy": "2026-07-11T22:50:33.183873Z",
-     "iopub.status.idle": "2026-07-11T22:50:33.187446Z",
-     "shell.execute_reply": "2026-07-11T22:50:33.187214Z"
+     "iopub.execute_input": "2026-10-05T00:33:07.456021Z",
+     "iopub.status.busy": "2026-10-05T00:33:07.455964Z",
+     "iopub.status.idle": "2026-10-05T00:33:07.458797Z",
+     "shell.execute_reply": "2026-10-05T00:33:07.458527Z"
     }
    },
    "outputs": [
@@ -3655,10 +3656,10 @@
    "id": "e941c111",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-07-11T22:50:33.188532Z",
-     "iopub.status.busy": "2026-07-11T22:50:33.188442Z",
-     "iopub.status.idle": "2026-07-11T22:50:33.190388Z",
-     "shell.execute_reply": "2026-07-11T22:50:33.190195Z"
+     "iopub.execute_input": "2026-10-05T00:33:07.459805Z",
+     "iopub.status.busy": "2026-10-05T00:33:07.459757Z",
+     "iopub.status.idle": "2026-10-05T00:33:07.461660Z",
+     "shell.execute_reply": "2026-10-05T00:33:07.461388Z"
     }
    },
    "outputs": [
@@ -3677,6 +3678,7 @@
        " 'ppk_upper': np.float64(0.384),\n",
        " 'ppk': np.float64(0.384),\n",
        " 'sigma_hat_r2': np.float64(23.799),\n",
+       " 'potential_center': 204.838,\n",
        " 'cp': None,\n",
        " 'cpk_lower': None,\n",
        " 'cpk_upper': np.float64(0.492),\n",
@@ -3746,7 +3748,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.13.7"
+   "version": "3.14.2"
   }
  },
  "nbformat": 4,
diff --git a/docs/tutorials/process-capability.ipynb b/docs/tutorials/process-capability.ipynb
index eab30c9..2bc42a9 100644
--- a/docs/tutorials/process-capability.ipynb
+++ b/docs/tutorials/process-capability.ipynb
@@ -44,33 +44,34 @@
    "id": "cell-2",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:34.546907Z",
-     "iopub.status.busy": "2026-05-21T12:14:34.546668Z",
-     "iopub.status.idle": "2026-05-21T12:14:35.077160Z",
-     "shell.execute_reply": "2026-05-21T12:14:35.076899Z"
+     "iopub.execute_input": "2026-10-05T00:33:03.432205Z",
+     "iopub.status.busy": "2026-10-05T00:33:03.432127Z",
+     "iopub.status.idle": "2026-10-05T00:33:03.627888Z",
+     "shell.execute_reply": "2026-10-05T00:33:03.627401Z"
     }
    },
    "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Dataset: 4000 rows x 11 columns\n",
+      "Columns: ['PRODUCTION TIME', 'FACTOR 1', 'FACTOR 2', 'FACTOR 1xFACTOR 2', 'PM SDS 1', 'PM SDS 2', 'PM SDS 3', 'PM SDS 4', 'PM SDS 5', 'PM SDS 6', 'PM INERT']\n"
+     ]
+    },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Found 11655 garbage/NA values across 5 column(s):\n",
+      "/var/folders/cp/dvnklhkn2dd12f_pgg5mhydw0000gp/T/ipykernel_38965/3003584475.py:4: ProcessBehaviorWarning: Found 11655 garbage/NA values across 5 column(s):\n",
       "  • PM SDS 2: 3200 values\n",
       "  • PM SDS 3: 958 values\n",
       "  • PM SDS 4: 2134 values\n",
       "  • PM SDS 5: 3359 values\n",
       "  • PM SDS 6: 2004 values\n",
       "\n",
-      "These values were converted to NA and will be excluded from analysis.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Dataset: 4000 rows x 11 columns\n",
-      "Columns: ['PRODUCTION TIME', 'FACTOR 1', 'FACTOR 2', 'FACTOR 1xFACTOR 2', 'PM SDS 1', 'PM SDS 2', 'PM SDS 3', 'PM SDS 4', 'PM SDS 5', 'PM SDS 6', 'PM INERT']\n"
+      "These values were converted to NA and will be excluded from analysis.\n",
+      "  pb = ProcessBehavior.read_csv('../../validation/PBTESTDATABASE_T100.csv')\n"
      ]
     }
    ],
@@ -90,10 +91,10 @@
    "id": "cell-3",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:35.078696Z",
-     "iopub.status.busy": "2026-05-21T12:14:35.078583Z",
-     "iopub.status.idle": "2026-05-21T12:14:35.157716Z",
-     "shell.execute_reply": "2026-05-21T12:14:35.157426Z"
+     "iopub.execute_input": "2026-10-05T00:33:03.629003Z",
+     "iopub.status.busy": "2026-10-05T00:33:03.628939Z",
+     "iopub.status.idle": "2026-10-05T00:33:03.651827Z",
+     "shell.execute_reply": "2026-10-05T00:33:03.651425Z"
     }
    },
    "outputs": [
@@ -136,10 +137,10 @@
    "id": "cell-5",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:35.159138Z",
-     "iopub.status.busy": "2026-05-21T12:14:35.159046Z",
-     "iopub.status.idle": "2026-05-21T12:14:35.162593Z",
-     "shell.execute_reply": "2026-05-21T12:14:35.162351Z"
+     "iopub.execute_input": "2026-10-05T00:33:03.652818Z",
+     "iopub.status.busy": "2026-10-05T00:33:03.652750Z",
+     "iopub.status.idle": "2026-10-05T00:33:03.655706Z",
+     "shell.execute_reply": "2026-10-05T00:33:03.655352Z"
     }
    },
    "outputs": [
@@ -154,6 +155,7 @@
        "    Pp=0.958  Ppk=0.923  (lower=0.923, upper=0.993)\n",
        "\n",
        "  Potential Capability (R2 sigma):\n",
+       "    centre=237.817, sigma_hat_r2=0.803\n",
        "    Cp=2.077  Cpk=2.001  (lower=2.001, upper=2.153)\n",
        "\n",
        "  Z-scores:\n",
@@ -214,10 +216,10 @@
    "id": "qsaqhdrtn3l",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:35.163828Z",
-     "iopub.status.busy": "2026-05-21T12:14:35.163758Z",
-     "iopub.status.idle": "2026-05-21T12:14:35.956093Z",
-     "shell.execute_reply": "2026-05-21T12:14:35.955839Z"
+     "iopub.execute_input": "2026-10-05T00:33:03.656738Z",
+     "iopub.status.busy": "2026-10-05T00:33:03.656682Z",
+     "iopub.status.idle": "2026-10-05T00:33:04.463322Z",
+     "shell.execute_reply": "2026-10-05T00:33:04.463000Z"
     }
    },
    "outputs": [
@@ -237,7 +239,7 @@
          "showlegend": true,
          "type": "histogram",
          "x": {
-          "bdata": "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",
+          "bdata": "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",
           "dtype": "f8"
          }
         },
@@ -1298,10 +1300,10 @@
    "id": "cell-8",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:35.957441Z",
-     "iopub.status.busy": "2026-05-21T12:14:35.957343Z",
-     "iopub.status.idle": "2026-05-21T12:14:35.959489Z",
-     "shell.execute_reply": "2026-05-21T12:14:35.959243Z"
+     "iopub.execute_input": "2026-10-05T00:33:04.464599Z",
+     "iopub.status.busy": "2026-10-05T00:33:04.464514Z",
+     "iopub.status.idle": "2026-10-05T00:33:04.466529Z",
+     "shell.execute_reply": "2026-10-05T00:33:04.466153Z"
     }
    },
    "outputs": [
@@ -1347,10 +1349,10 @@
    "id": "cell-10",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:35.960617Z",
-     "iopub.status.busy": "2026-05-21T12:14:35.960531Z",
-     "iopub.status.idle": "2026-05-21T12:14:35.962778Z",
-     "shell.execute_reply": "2026-05-21T12:14:35.962561Z"
+     "iopub.execute_input": "2026-10-05T00:33:04.467435Z",
+     "iopub.status.busy": "2026-10-05T00:33:04.467377Z",
+     "iopub.status.idle": "2026-10-05T00:33:04.469510Z",
+     "shell.execute_reply": "2026-10-05T00:33:04.469127Z"
     }
    },
    "outputs": [
@@ -1369,6 +1371,7 @@
        " 'ppk_upper': np.float64(0.9927),\n",
        " 'ppk': np.float64(0.9225),\n",
        " 'sigma_hat_r2': np.float64(0.8025),\n",
+       " 'potential_center': 237.8169,\n",
        " 'cp': np.float64(2.0768),\n",
        " 'cpk_lower': np.float64(2.0007),\n",
        " 'cpk_upper': np.float64(2.1529),\n",
@@ -1413,10 +1416,10 @@
    "id": "cell-12",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:35.963889Z",
-     "iopub.status.busy": "2026-05-21T12:14:35.963801Z",
-     "iopub.status.idle": "2026-05-21T12:14:35.966185Z",
-     "shell.execute_reply": "2026-05-21T12:14:35.965957Z"
+     "iopub.execute_input": "2026-10-05T00:33:04.470410Z",
+     "iopub.status.busy": "2026-10-05T00:33:04.470348Z",
+     "iopub.status.idle": "2026-10-05T00:33:04.472386Z",
+     "shell.execute_reply": "2026-10-05T00:33:04.472093Z"
     }
    },
    "outputs": [
@@ -1454,10 +1457,10 @@
    "id": "cell-14",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:35.967328Z",
-     "iopub.status.busy": "2026-05-21T12:14:35.967236Z",
-     "iopub.status.idle": "2026-05-21T12:14:35.970718Z",
-     "shell.execute_reply": "2026-05-21T12:14:35.970497Z"
+     "iopub.execute_input": "2026-10-05T00:33:04.473262Z",
+     "iopub.status.busy": "2026-10-05T00:33:04.473203Z",
+     "iopub.status.idle": "2026-10-05T00:33:04.476089Z",
+     "shell.execute_reply": "2026-10-05T00:33:04.475667Z"
     }
    },
    "outputs": [
@@ -1511,10 +1514,10 @@
    "id": "cell-17",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:35.971860Z",
-     "iopub.status.busy": "2026-05-21T12:14:35.971790Z",
-     "iopub.status.idle": "2026-05-21T12:14:35.974612Z",
-     "shell.execute_reply": "2026-05-21T12:14:35.974399Z"
+     "iopub.execute_input": "2026-10-05T00:33:04.477151Z",
+     "iopub.status.busy": "2026-10-05T00:33:04.477088Z",
+     "iopub.status.idle": "2026-10-05T00:33:04.479520Z",
+     "shell.execute_reply": "2026-10-05T00:33:04.479179Z"
     }
    },
    "outputs": [
@@ -1568,7 +1571,7 @@
    "source": [
     "## When Cp/Cpk Are Unavailable\n",
     "\n",
-    "Potential capability (Cp/Cpk) requires R2 residuals from the Variance Analysis System.  R2 is only computed when the study has both **factors** and **time** (DS 1-6).  If either is missing, the result explains why:"
+    "Potential capability (Cp/Cpk) requires R2 residuals from the Variation Analysis System.  R2 is only computed when the study has both **factors** and **time** (DS 1-6).  If either is missing, the result explains why:"
    ]
   },
   {
@@ -1577,10 +1580,10 @@
    "id": "cell-20",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:35.975667Z",
-     "iopub.status.busy": "2026-05-21T12:14:35.975598Z",
-     "iopub.status.idle": "2026-05-21T12:14:35.999785Z",
-     "shell.execute_reply": "2026-05-21T12:14:35.999550Z"
+     "iopub.execute_input": "2026-10-05T00:33:04.480382Z",
+     "iopub.status.busy": "2026-10-05T00:33:04.480332Z",
+     "iopub.status.idle": "2026-10-05T00:33:04.490239Z",
+     "shell.execute_reply": "2026-10-05T00:33:04.489944Z"
     }
    },
    "outputs": [
@@ -1629,10 +1632,10 @@
    "id": "cell-22",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:36.000906Z",
-     "iopub.status.busy": "2026-05-21T12:14:36.000837Z",
-     "iopub.status.idle": "2026-05-21T12:14:36.002994Z",
-     "shell.execute_reply": "2026-05-21T12:14:36.002793Z"
+     "iopub.execute_input": "2026-10-05T00:33:04.491158Z",
+     "iopub.status.busy": "2026-10-05T00:33:04.491108Z",
+     "iopub.status.idle": "2026-10-05T00:33:04.493080Z",
+     "shell.execute_reply": "2026-10-05T00:33:04.492791Z"
     }
    },
    "outputs": [
@@ -1668,10 +1671,10 @@
    "id": "cell-24",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-05-21T12:14:36.004085Z",
-     "iopub.status.busy": "2026-05-21T12:14:36.004010Z",
-     "iopub.status.idle": "2026-05-21T12:14:36.005712Z",
-     "shell.execute_reply": "2026-05-21T12:14:36.005504Z"
+     "iopub.execute_input": "2026-10-05T00:33:04.493932Z",
+     "iopub.status.busy": "2026-10-05T00:33:04.493872Z",
+     "iopub.status.idle": "2026-10-05T00:33:04.495370Z",
+     "shell.execute_reply": "2026-10-05T00:33:04.495016Z"
     }
    },
    "outputs": [
@@ -1762,7 +1765,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.13.7"
+   "version": "3.14.2"
   }
  },
  "nbformat": 4,
diff --git a/docs/tutorials/sds-validation.ipynb b/docs/tutorials/sds-validation.ipynb
index 6121514..890fdad 100644
--- a/docs/tutorials/sds-validation.ipynb
+++ b/docs/tutorials/sds-validation.ipynb
@@ -32,10 +32,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:02.508604Z",
-     "iopub.status.busy": "2026-08-31T22:38:02.508368Z",
-     "iopub.status.idle": "2026-08-31T22:38:02.784624Z",
-     "shell.execute_reply": "2026-08-31T22:38:02.784212Z"
+     "iopub.execute_input": "2026-10-05T00:32:56.237172Z",
+     "iopub.status.busy": "2026-10-05T00:32:56.236951Z",
+     "iopub.status.idle": "2026-10-05T00:32:56.451606Z",
+     "shell.execute_reply": "2026-10-05T00:32:56.451210Z"
     }
    },
    "outputs": [
@@ -51,7 +51,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/var/folders/cp/dvnklhkn2dd12f_pgg5mhydw0000gp/T/ipykernel_10922/489954322.py:3: ProcessBehaviorWarning: Found 11655 garbage/NA values across 5 column(s):\n",
+      "/var/folders/cp/dvnklhkn2dd12f_pgg5mhydw0000gp/T/ipykernel_38955/489954322.py:3: ProcessBehaviorWarning: Found 11655 garbage/NA values across 5 column(s):\n",
       "  • PM SDS 2: 3200 values\n",
       "  • PM SDS 3: 958 values\n",
       "  • PM SDS 4: 2134 values\n",
@@ -93,10 +93,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:02.797932Z",
-     "iopub.status.busy": "2026-08-31T22:38:02.797831Z",
-     "iopub.status.idle": "2026-08-31T22:38:02.821261Z",
-     "shell.execute_reply": "2026-08-31T22:38:02.820871Z"
+     "iopub.execute_input": "2026-10-05T00:32:56.464958Z",
+     "iopub.status.busy": "2026-10-05T00:32:56.464863Z",
+     "iopub.status.idle": "2026-10-05T00:32:56.487875Z",
+     "shell.execute_reply": "2026-10-05T00:32:56.487479Z"
     }
    },
    "outputs": [
@@ -129,10 +129,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:02.822165Z",
-     "iopub.status.busy": "2026-08-31T22:38:02.822111Z",
-     "iopub.status.idle": "2026-08-31T22:38:02.824625Z",
-     "shell.execute_reply": "2026-08-31T22:38:02.824261Z"
+     "iopub.execute_input": "2026-10-05T00:32:56.488884Z",
+     "iopub.status.busy": "2026-10-05T00:32:56.488820Z",
+     "iopub.status.idle": "2026-10-05T00:32:56.491492Z",
+     "shell.execute_reply": "2026-10-05T00:32:56.491237Z"
     }
    },
    "outputs": [
@@ -152,6 +152,7 @@
       "    FACTOR 2: observed=[1, 2]\n",
       "\n",
       "  Structure: Complete structure\n",
+      "  Series length: T=100. Sigma rests on within-cell replication.\n",
       "\n",
       "  Available analyses (ADS 1):\n",
       "    Primary: Histogram, Xbar *, S, X, mR\n",
@@ -181,10 +182,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:02.825509Z",
-     "iopub.status.busy": "2026-08-31T22:38:02.825452Z",
-     "iopub.status.idle": "2026-08-31T22:38:02.937869Z",
-     "shell.execute_reply": "2026-08-31T22:38:02.937479Z"
+     "iopub.execute_input": "2026-10-05T00:32:56.492562Z",
+     "iopub.status.busy": "2026-10-05T00:32:56.492515Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.030397Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.030074Z"
     }
    },
    "outputs": [
@@ -2286,10 +2287,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:02.938830Z",
-     "iopub.status.busy": "2026-08-31T22:38:02.938746Z",
-     "iopub.status.idle": "2026-08-31T22:38:02.951991Z",
-     "shell.execute_reply": "2026-08-31T22:38:02.951609Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.031624Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.031555Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.044864Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.044495Z"
     }
    },
    "outputs": [
@@ -4055,10 +4056,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:02.952916Z",
-     "iopub.status.busy": "2026-08-31T22:38:02.952861Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.172759Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.172430Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.045881Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.045794Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.268774Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.268405Z"
     }
    },
    "outputs": [
@@ -9930,10 +9931,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.174082Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.174010Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.186087Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.185808Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.270205Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.270149Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.282287Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.281916Z"
     }
    },
    "outputs": [
@@ -10904,10 +10905,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.187113Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.187048Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.198230Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.197873Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.283279Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.283221Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.294303Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.293970Z"
     }
    },
    "outputs": [
@@ -11848,10 +11849,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.199216Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.199159Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.210283Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.209981Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.295352Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.295297Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.306314Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.305963Z"
     }
    },
    "outputs": [
@@ -12813,10 +12814,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.211209Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.211148Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.221471Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.221154Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.307277Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.307219Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.317487Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.317144Z"
     }
    },
    "outputs": [
@@ -13753,10 +13754,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.222298Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.222245Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.233673Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.233284Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.318353Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.318303Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.329483Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.329143Z"
     }
    },
    "outputs": [
@@ -14715,10 +14716,10 @@
    "execution_count": 12,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.234507Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.234455Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.244835Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.244458Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.330470Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.330420Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.340486Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.340072Z"
     }
    },
    "outputs": [
@@ -15653,10 +15654,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.245658Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.245609Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.259224Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.258893Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.341412Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.341358Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.354278Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.353913Z"
     }
    },
    "outputs": [
@@ -16484,7 +16485,7 @@
           "4_2_100"
          ],
          "y": {
-          "bdata": "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",
+          "bdata": "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",
           "dtype": "f8"
          }
         },
@@ -16506,23 +16507,21 @@
          "x": [
           "1_1_2",
           "1_1_3",
-          "1_1_8",
+          "1_1_5",
+          "1_1_13",
           "1_1_14",
           "1_1_15",
           "1_1_16",
           "1_1_19",
-          "1_1_22",
+          "1_1_28",
           "1_1_29",
           "1_1_30",
           "1_1_31",
-          "1_1_33",
           "1_1_42",
           "1_1_43",
           "1_1_48",
-          "1_1_54",
-          "1_1_56",
-          "1_1_58",
-          "1_1_70",
+          "1_1_52",
+          "1_1_66",
           "1_1_71",
           "1_1_72",
           "1_1_75",
@@ -16531,231 +16530,158 @@
           "1_1_80",
           "1_1_82",
           "1_1_83",
-          "1_1_84",
           "1_1_88",
           "1_1_90",
-          "1_1_92",
+          "1_1_93",
+          "1_1_98",
           "1_1_99",
           "1_1_100",
           "1_2_2",
-          "1_2_5",
-          "1_2_6",
-          "1_2_10",
-          "1_2_12",
-          "1_2_13",
           "1_2_14",
-          "1_2_17",
-          "1_2_27",
-          "1_2_30",
-          "1_2_33",
-          "1_2_34",
-          "1_2_41",
-          "1_2_42",
-          "1_2_43",
+          "1_2_15",
           "1_2_49",
-          "1_2_51",
           "1_2_52",
           "1_2_53",
-          "1_2_56",
-          "1_2_57",
           "1_2_59",
-          "1_2_61",
-          "1_2_62",
-          "1_2_63",
-          "1_2_64",
-          "1_2_65",
-          "1_2_66",
-          "1_2_85",
-          "1_2_86",
-          "1_2_88",
-          "1_2_91",
-          "1_2_92",
-          "1_2_94",
+          "1_2_78",
+          "1_2_83",
+          "1_2_84",
           "1_2_95",
-          "1_2_98",
-          "1_2_100",
-          "2_1_1",
-          "2_1_2",
-          "2_1_4",
-          "2_1_8",
           "2_1_17",
           "2_1_18",
-          "2_1_19",
-          "2_1_20",
           "2_1_36",
-          "2_1_39",
-          "2_1_40",
           "2_1_44",
-          "2_1_45",
           "2_1_46",
-          "2_1_49",
           "2_1_51",
-          "2_1_56",
-          "2_1_59",
-          "2_1_63",
           "2_1_66",
           "2_1_67",
           "2_1_68",
-          "2_1_69",
           "2_1_70",
+          "2_1_71",
           "2_1_72",
           "2_1_75",
           "2_1_77",
           "2_1_78",
           "2_1_80",
           "2_1_81",
+          "2_1_82",
           "2_1_83",
-          "2_1_91",
+          "2_1_84",
           "2_2_1",
           "2_2_2",
-          "2_2_5",
-          "2_2_6",
           "2_2_7",
-          "2_2_9",
-          "2_2_10",
-          "2_2_13",
           "2_2_14",
-          "2_2_15",
-          "2_2_16",
-          "2_2_17",
-          "2_2_18",
-          "2_2_19",
-          "2_2_20",
-          "2_2_21",
-          "2_2_23",
-          "2_2_24",
-          "2_2_27",
-          "2_2_28",
+          "2_2_25",
           "2_2_29",
-          "2_2_30",
-          "2_2_31",
-          "2_2_33",
-          "2_2_34",
-          "2_2_35",
-          "2_2_36",
-          "2_2_37",
-          "2_2_38",
-          "2_2_39",
-          "2_2_41",
-          "2_2_42",
           "2_2_43",
-          "2_2_44",
           "2_2_45",
-          "2_2_46",
           "2_2_48",
-          "2_2_50",
-          "2_2_51",
           "2_2_52",
           "2_2_53",
-          "2_2_54",
-          "2_2_55",
-          "2_2_57",
-          "2_2_58",
-          "2_2_60",
-          "2_2_61",
-          "2_2_64",
-          "2_2_65",
+          "2_2_66",
           "2_2_67",
+          "2_2_68",
+          "2_2_70",
+          "2_2_71",
+          "2_2_72",
+          "2_2_74",
           "2_2_75",
+          "2_2_76",
+          "2_2_77",
+          "2_2_78",
+          "2_2_79",
           "2_2_80",
           "2_2_81",
-          "2_2_85",
-          "2_2_91",
-          "2_2_95",
-          "2_2_98",
-          "2_2_99",
-          "2_2_100",
-          "3_1_1",
+          "2_2_82",
+          "2_2_83",
           "3_1_2",
           "3_1_3",
-          "3_1_4",
           "3_1_6",
           "3_1_7",
-          "3_1_8",
-          "3_1_9",
-          "3_1_10",
-          "3_1_12",
-          "3_1_13",
           "3_1_15",
           "3_1_16",
-          "3_1_17",
           "3_1_18",
           "3_1_19",
           "3_1_20",
-          "3_1_21",
-          "3_1_23",
-          "3_1_24",
+          "3_1_27",
+          "3_1_28",
           "3_1_29",
           "3_1_30",
+          "3_1_31",
+          "3_1_32",
+          "3_1_33",
           "3_1_34",
           "3_1_35",
+          "3_1_36",
           "3_1_44",
           "3_1_45",
-          "3_1_46",
           "3_1_47",
           "3_1_48",
           "3_1_49",
-          "3_1_50",
-          "3_1_51",
           "3_1_52",
           "3_1_55",
           "3_1_56",
-          "3_1_57",
-          "3_1_59",
           "3_1_60",
-          "3_1_61",
-          "3_1_62",
-          "3_1_63",
-          "3_1_64",
           "3_1_65",
-          "3_1_67",
-          "3_1_68",
-          "3_1_69",
-          "3_1_73",
-          "3_1_76",
+          "3_1_70",
+          "3_1_71",
+          "3_1_74",
+          "3_1_75",
+          "3_1_78",
+          "3_1_79",
+          "3_1_81",
+          "3_1_85",
           "3_1_88",
+          "3_1_90",
+          "3_1_91",
           "3_1_93",
+          "3_1_94",
           "3_1_98",
+          "3_1_99",
           "3_2_1",
           "3_2_2",
+          "3_2_4",
+          "3_2_6",
+          "3_2_7",
+          "3_2_9",
           "3_2_14",
           "3_2_15",
+          "3_2_17",
+          "3_2_18",
+          "3_2_20",
           "3_2_26",
           "3_2_27",
-          "3_2_30",
           "3_2_31",
-          "3_2_32",
           "3_2_33",
           "3_2_34",
           "3_2_35",
           "3_2_36",
-          "3_2_37",
           "3_2_38",
           "3_2_39",
           "3_2_42",
           "3_2_43",
           "3_2_44",
-          "3_2_52",
+          "3_2_45",
+          "3_2_47",
+          "3_2_49",
           "3_2_53",
+          "3_2_55",
+          "3_2_59",
+          "3_2_60",
+          "3_2_67",
+          "3_2_69",
           "3_2_70",
           "3_2_71",
           "3_2_72",
           "3_2_74",
-          "3_2_78",
-          "3_2_79",
           "3_2_80",
-          "3_2_81",
           "3_2_82",
           "3_2_83",
-          "3_2_84",
           "3_2_85",
-          "3_2_89",
           "3_2_90",
           "3_2_91",
           "3_2_92",
           "3_2_94",
-          "3_2_95",
-          "3_2_97",
           "3_2_100",
           "4_1_1",
           "4_1_2",
@@ -16765,59 +16691,55 @@
           "4_1_10",
           "4_1_15",
           "4_1_16",
-          "4_1_18",
           "4_1_20",
           "4_1_21",
-          "4_1_22",
           "4_1_27",
           "4_1_28",
           "4_1_29",
           "4_1_31",
+          "4_1_32",
           "4_1_33",
           "4_1_34",
           "4_1_36",
-          "4_1_37",
+          "4_1_38",
           "4_1_39",
           "4_1_41",
+          "4_1_43",
           "4_1_44",
           "4_1_45",
           "4_1_49",
           "4_1_50",
           "4_1_54",
-          "4_1_55",
-          "4_1_57",
           "4_1_59",
-          "4_1_62",
-          "4_1_63",
           "4_1_64",
           "4_1_67",
-          "4_1_69",
           "4_1_70",
           "4_1_77",
           "4_1_78",
+          "4_1_79",
           "4_1_80",
           "4_1_82",
           "4_1_83",
           "4_1_88",
           "4_1_89",
           "4_1_91",
+          "4_1_93",
+          "4_1_95",
           "4_1_99",
           "4_1_100",
           "4_2_1",
           "4_2_2",
           "4_2_4",
-          "4_2_5",
           "4_2_6",
-          "4_2_11",
-          "4_2_12",
-          "4_2_13",
+          "4_2_7",
           "4_2_14",
           "4_2_15",
-          "4_2_16",
-          "4_2_17",
           "4_2_18",
           "4_2_20",
-          "4_2_21",
+          "4_2_26",
+          "4_2_27",
+          "4_2_28",
+          "4_2_30",
           "4_2_31",
           "4_2_33",
           "4_2_34",
@@ -16835,25 +16757,28 @@
           "4_2_52",
           "4_2_53",
           "4_2_54",
-          "4_2_56",
-          "4_2_61",
           "4_2_64",
           "4_2_65",
           "4_2_66",
           "4_2_67",
           "4_2_71",
           "4_2_74",
+          "4_2_75",
           "4_2_80",
           "4_2_82",
           "4_2_84",
+          "4_2_85",
           "4_2_90",
           "4_2_91",
+          "4_2_92",
           "4_2_94",
           "4_2_95",
+          "4_2_97",
+          "4_2_98",
           "4_2_100"
          ],
          "y": {
-          "bdata": "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",
+          "bdata": "wLLSpBTnbUBJnYAmwgluQAx2w7ZFjG1Afa62Yn+BbUBTy9b6IghtQG3KFd7l8G1ApWsm32zmbUC5NlSM8wNuQCLgEKrUkm1A1EhL5e07bUAVjErqBGptQOZXc4Bg5m1AXKyowTR0bUDnNXaJ6jxtQH4YITza4G1A2GSNeoiPbUDzAuyjU5NtQP28qUiF/21APQrXo3DobUCDF30FaeRtQIqryr4r4W1Ao0CfyJPrbUDLuRRXleJtQPyMCwdC5W1AcLa5MT30bUDrVs9J70RtQLVPx2MG621AXwfOGVHtbUDgZ1w4EJRtQEuwOJz5VW1AfA+XHHdHbUCxM4XOa3NtQHBfB84ZBW1AOlj/5zB5bUDttgvNdeltQNMTlnhA5W1ASgwCK4f9bUDMC7CPTvNtQInqrYGtfm1As9KkFHSFbUAlOzYC8ZJtQPZ698d77W1ADhXj/E2PbUArpPyk2mdtQO3T8ZiBkG1AlYJuL2mSbUBvRzgteJNtQKpgVFInk21AeO49XHL3bUCC/61kx/1tQPCnxks3+W1AL2mM1lHwbUCVfVcE/+RtQIL/rWTH7G1AYRqGj4jtbUCVmj3QCuJtQG3n+6nx5m1AeCgK9In8bUB1q+ek9wluQCYZOQt78W1AUrgehev9bUBvKlJhbOZtQBnnb0IhFW5AW3wKgPHibUDvchHfiehtQEnXTL7ZEG5ACks8oGyLbUD60AX1LfNtQCy3tBoS4W1AC+9yEd/gbUBwXwfOGe1tQInvxKwX+m1AzR5oBYbrbUD8xteeWXhtQMAma9RDc21AX0GasWiFbUBuowG8BWltQOs56X3jgW1A1QRR9wF9bUD4/DBCeJFtQNxGA3gLX21Awi/186aTbUDY0w5/TZJtQOnUlc/ycm1Adc3km22HbUDi5H6HomZtQLjM6bKYZm1AVisTfqmDbUBfKcsQx4NtQEyJJHoZk21AipP7HYppbUD/z2G+vHVtQNlCkIMSWW1AkSxgAreAbUDX+iKhLYJtQLyReeQPZ21AWvW52oqFbUBPQBNhw3ZtQHMuxVVl621AUPwYc9fkbUBZbmk1JIhtQBpR2ht8G25AUu3T8ZgMbkCbrFEP0f9tQP5D+u3r821A7wOQ2sQEbkD+JhQi4ApuQOaWVkPi/m1A/3ivWpl7bUCeB3dn7XxtQDz3Hi45Wm1AxRuZR/54bUBpUgq6vXltQMgkI2dhfm1AWOcYkL14bUCbyTfb3IRtQIqO5PIfkG1AEk4LXvQobUBQcLGiBu1tQHyb/uxH/m1Aieqtga3lbUA+lj50QeJtQNnO91Pj7G1Agq0SLA77bUAyVTAqqeJtQBakGYum821ALgQ5KGH9bUCcM6K0N/RtQN5UpMLYAG5AXrpJDAI+bUAdyeU/pPptQPfHe9XK8W1AkUQvo1jnbUBrYKsEiyhtQJJc/kP6BG5A+mGE8GjibUDLuRRXlettQOzdH+9V521AlYJuL2ntbUBqh78ma0BuQFluaTUk9W1AFLNeDOXjbUCSeeQPBvRtQIeKcf4m5m1AhPV/DvOTbUClFHR7SYJtQMyXF2AfF21ASWjLuRSDbUCfq63YX5NtQB13Sgfrcm1Agy9MpgqKbUD1vvG1Z5JtQGxblNkgkm1A9ihcj8JubUCkqgmi7u1tQJj6eVORCG5ARtPZyeDxbUAwR4/f2+VtQIrlllZD821AsW1RZoP6bEB1jgHZ6/ZtQEjhehSu7m1AcoqO5PLtbUCgMv59xuRtQJijx+9t+W1Acqd0sP6MbUCRm+EGfHdtQI4G8BZIhW1Asb/snjyObUABh1ClZoNtQGzsEtVbjm1AoS3nUlyGbUDhXS7iO45tQABvgQTFam1AQUgWMIFpbUA9LNSa5pBtQNlfdk8egW1AO1PovMbybUBwzojS3o5tQP8EFytqT21AGZC93v12bUCdEaW9wY1tQEgbR6zFjW1ARG6GG/CPbUCzDHGsi3htQGQ730+Ng21AoWez6nOObUBxAz4/jJNtQGCrBIvD8G1AVg4tsp0JbkCvd3+8Vx9uQNEF9S1zA25AMxtkkpHjbUCmm8QgsABuQBgmUwWjAG5AYqHWNO/zbUD1vvG1Z+RtQDIDlfHv9m1ADJOpglH8bUDFPZY+dI1tQEATYcPTc21AWOcYkL2FbUCK5ZZWQ31tQAaBlUOLh21ALGUZ4lhubUDPSe8bX4htQNz0Zz9Sb21AatlaXyR5bUB9Ik+SruJtQPOTap+O421A/n3GhQPwbUDqW+Z0WeFtQGdhTzv8A25A+ie4WFH7bUBaKm9HOOdtQCyC/61k8G1A9u6P96rxbUBfQZqxaPZtQK4SLA5n4G1AfNXKhF/lbUDTE5Z4QAFuQEPFOH8TjG1At0WZDTJCbkBLzR5oBRRuQF5LyAc9621AEQGHUKXobUAtPgXAeOBtQJy/CYUIIm5AdJgvL8AIbkDejnBa8ARuQEI+6Nms621ADJOpglGMbUDx12SNeoxtQLyReeQPkG1AW86luKqGbUCAmlq21oNtQKneGtgqT21A0a5Cyk97bUAU0ETY8IFtQNjYJaq3gG1A3eo56X2BbUDqCUs8oH9tQAtGJXUCdG1AYviImBIObkDQm4pUGBBuQALU1LK1621Anil0XmPpbUBy/iYUIuFtQCpSYWwh6m1AgT6RJ0nibUAQWDm0yABuQAnE6/oF621A0VeQZizybUBwXwfOGQBuQJFhFW9k4G1A/cHAc+/obUBcPSe9b3JtQPMf0m9fhW1AnwJgPIOObUCuKvuuCIBtQCZw626eeG1ApMfvbfqNbUCbcoV3uYRtQHrkDwaec21Ax7q4jQZqbUBUHXIz3IZtQCuHFtnOfW1AiQeUTbmGbUDX3TzVIZNtQGb35GGhj21Ax0YgXtfwbUA=",
           "dtype": "f8"
          }
         }
@@ -17758,10 +17683,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.260152Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.260097Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.272423Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.272054Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.355282Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.355217Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.367759Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.367402Z"
     }
    },
    "outputs": [
@@ -19527,10 +19452,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.273252Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.273202Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.297702Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.297396Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.368703Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.368654Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.387445Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.387099Z"
     }
    },
    "outputs": [
@@ -20617,10 +20542,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.298568Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.298519Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.338901Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.338528Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.388499Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.388447Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.441626Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.441232Z"
     }
    },
    "outputs": [
@@ -20631,6 +20556,8036 @@
         "plotlyServerURL": "https://plot.ly"
        },
        "data": [
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "mode": "lines",
+         "name": "X (lanes)",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          53,
+          54,
+          55,
+          56,
+          57,
+          58,
+          59,
+          60,
+          61,
+          62,
+          63,
+          64,
+          65,
+          66,
+          67,
+          68,
+          69,
+          70,
+          71,
+          72,
+          73,
+          74,
+          75,
+          76,
+          77,
+          78,
+          79,
+          80,
+          81,
+          82,
+          83,
+          84,
+          85,
+          86,
+          87,
+          88,
+          89,
+          90,
+          91,
+          92,
+          93,
+          94,
+          95,
+          96,
+          97,
+          98,
+          99,
+          100,
+          101,
+          102,
+          103,
+          104,
+          105,
+          106,
+          107,
+          108,
+          109,
+          110,
+          111,
+          112,
+          113,
+          114,
+          115,
+          116,
+          117,
+          118,
+          119,
+          120,
+          121,
+          122,
+          123,
+          124,
+          125,
+          126,
+          127,
+          128,
+          129,
+          130,
+          131,
+          132,
+          133,
+          134,
+          135,
+          136,
+          137,
+          138,
+          139,
+          140,
+          141,
+          142,
+          143,
+          144,
+          145,
+          146,
+          147,
+          148,
+          149,
+          150,
+          151,
+          152,
+          153,
+          154,
+          155,
+          156,
+          157,
+          158,
+          159,
+          160,
+          161,
+          162,
+          163,
+          164,
+          165,
+          166,
+          167,
+          168,
+          169,
+          170,
+          171,
+          172,
+          173,
+          174,
+          175,
+          176,
+          177,
+          178,
+          179,
+          180,
+          181,
+          182,
+          183,
+          184,
+          185,
+          186,
+          187,
+          188,
+          189,
+          190,
+          191,
+          192,
+          193,
+          194,
+          195,
+          196,
+          197,
+          198,
+          199,
+          200,
+          201,
+          202,
+          203,
+          204,
+          205,
+          206,
+          207,
+          208,
+          209,
+          210,
+          211,
+          212,
+          213,
+          214,
+          215,
+          216,
+          217,
+          218,
+          219,
+          220,
+          221,
+          222,
+          223,
+          224,
+          225,
+          226,
+          227,
+          228,
+          229,
+          230,
+          231,
+          232,
+          233,
+          234,
+          235,
+          236,
+          237,
+          238,
+          239,
+          240,
+          241,
+          242,
+          243,
+          244,
+          245,
+          246,
+          247,
+          248,
+          249,
+          250,
+          251,
+          252,
+          253,
+          254,
+          255,
+          256,
+          257,
+          258,
+          259,
+          260,
+          261,
+          262,
+          263,
+          264,
+          265,
+          266,
+          267,
+          268,
+          269,
+          270,
+          271,
+          272,
+          273,
+          274,
+          275,
+          276,
+          277,
+          278,
+          279,
+          280,
+          281,
+          282,
+          283,
+          284,
+          285,
+          286,
+          287,
+          288,
+          289,
+          290,
+          291,
+          292,
+          293,
+          294,
+          295,
+          296,
+          297,
+          298,
+          299,
+          300,
+          301,
+          302,
+          303,
+          304,
+          305,
+          306,
+          307,
+          308,
+          309,
+          310,
+          311,
+          312,
+          313,
+          314,
+          315,
+          316,
+          317,
+          318,
+          319,
+          320,
+          321,
+          322,
+          323,
+          324,
+          325,
+          326,
+          327,
+          328,
+          329,
+          330,
+          331,
+          332,
+          333,
+          334,
+          335,
+          336,
+          337,
+          338,
+          339,
+          340,
+          341,
+          342,
+          343,
+          344,
+          345,
+          346,
+          347,
+          348,
+          349,
+          350,
+          351,
+          352,
+          353,
+          354,
+          355,
+          356,
+          357,
+          358,
+          359,
+          360,
+          361,
+          362,
+          363,
+          364,
+          365,
+          366,
+          367,
+          368,
+          369,
+          370,
+          371,
+          372,
+          373,
+          374,
+          375,
+          376,
+          377,
+          378,
+          379,
+          380,
+          381,
+          382,
+          383,
+          384,
+          385,
+          386,
+          387,
+          388,
+          389,
+          390,
+          391,
+          392,
+          393,
+          394,
+          395,
+          396,
+          397,
+          398,
+          399,
+          400,
+          401,
+          402,
+          403,
+          404,
+          405,
+          406,
+          407,
+          408,
+          409,
+          410,
+          411,
+          412,
+          413,
+          414,
+          415,
+          416,
+          417,
+          418,
+          419,
+          420,
+          421,
+          422,
+          423,
+          424,
+          425,
+          426,
+          427,
+          428,
+          429,
+          430,
+          431,
+          432,
+          433,
+          434,
+          435,
+          436,
+          437,
+          438,
+          439,
+          440,
+          441,
+          442,
+          443,
+          444,
+          445,
+          446,
+          447,
+          448,
+          449,
+          450,
+          451,
+          452,
+          453,
+          454,
+          455,
+          456,
+          457,
+          458,
+          459,
+          460,
+          461,
+          462,
+          463,
+          464,
+          465,
+          466,
+          467,
+          468,
+          469,
+          470,
+          471,
+          472,
+          473,
+          474,
+          475,
+          476,
+          477,
+          478,
+          479,
+          480,
+          481,
+          482,
+          483,
+          484,
+          485,
+          486,
+          487,
+          488,
+          489,
+          490,
+          491,
+          492,
+          493,
+          494,
+          495,
+          496,
+          497,
+          498,
+          499,
+          500,
+          500,
+          501,
+          502,
+          503,
+          504,
+          505,
+          506,
+          507,
+          508,
+          509,
+          510,
+          511,
+          512,
+          513,
+          514,
+          515,
+          516,
+          517,
+          518,
+          519,
+          520,
+          521,
+          522,
+          523,
+          524,
+          525,
+          526,
+          527,
+          528,
+          529,
+          530,
+          531,
+          532,
+          533,
+          534,
+          535,
+          536,
+          537,
+          538,
+          539,
+          540,
+          541,
+          542,
+          543,
+          544,
+          545,
+          546,
+          547,
+          548,
+          549,
+          550,
+          551,
+          552,
+          553,
+          554,
+          555,
+          556,
+          557,
+          558,
+          559,
+          560,
+          561,
+          562,
+          563,
+          564,
+          565,
+          566,
+          567,
+          568,
+          569,
+          570,
+          571,
+          572,
+          573,
+          574,
+          575,
+          576,
+          577,
+          578,
+          579,
+          580,
+          581,
+          582,
+          583,
+          584,
+          585,
+          586,
+          587,
+          588,
+          589,
+          590,
+          591,
+          592,
+          593,
+          594,
+          595,
+          596,
+          597,
+          598,
+          599,
+          600,
+          601,
+          602,
+          603,
+          604,
+          605,
+          606,
+          607,
+          608,
+          609,
+          610,
+          611,
+          612,
+          613,
+          614,
+          615,
+          616,
+          617,
+          618,
+          619,
+          620,
+          621,
+          622,
+          623,
+          624,
+          625,
+          626,
+          627,
+          628,
+          629,
+          630,
+          631,
+          632,
+          633,
+          634,
+          635,
+          636,
+          637,
+          638,
+          639,
+          640,
+          641,
+          642,
+          643,
+          644,
+          645,
+          646,
+          647,
+          648,
+          649,
+          650,
+          651,
+          652,
+          653,
+          654,
+          655,
+          656,
+          657,
+          658,
+          659,
+          660,
+          661,
+          662,
+          663,
+          664,
+          665,
+          666,
+          667,
+          668,
+          669,
+          670,
+          671,
+          672,
+          673,
+          674,
+          675,
+          676,
+          677,
+          678,
+          679,
+          680,
+          681,
+          682,
+          683,
+          684,
+          685,
+          686,
+          687,
+          688,
+          689,
+          690,
+          691,
+          692,
+          693,
+          694,
+          695,
+          696,
+          697,
+          698,
+          699,
+          700,
+          701,
+          702,
+          703,
+          704,
+          705,
+          706,
+          707,
+          708,
+          709,
+          710,
+          711,
+          712,
+          713,
+          714,
+          715,
+          716,
+          717,
+          718,
+          719,
+          720,
+          721,
+          722,
+          723,
+          724,
+          725,
+          726,
+          727,
+          728,
+          729,
+          730,
+          731,
+          732,
+          733,
+          734,
+          735,
+          736,
+          737,
+          738,
+          739,
+          740,
+          741,
+          742,
+          743,
+          744,
+          745,
+          746,
+          747,
+          748,
+          749,
+          750,
+          751,
+          752,
+          753,
+          754,
+          755,
+          756,
+          757,
+          758,
+          759,
+          760,
+          761,
+          762,
+          763,
+          764,
+          765,
+          766,
+          767,
+          768,
+          769,
+          770,
+          771,
+          772,
+          773,
+          774,
+          775,
+          776,
+          777,
+          778,
+          779,
+          780,
+          781,
+          782,
+          783,
+          784,
+          785,
+          786,
+          787,
+          788,
+          789,
+          790,
+          791,
+          792,
+          793,
+          794,
+          795,
+          796,
+          797,
+          798,
+          799,
+          800,
+          801,
+          802,
+          803,
+          804,
+          805,
+          806,
+          807,
+          808,
+          809,
+          810,
+          811,
+          812,
+          813,
+          814,
+          815,
+          816,
+          817,
+          818,
+          819,
+          820,
+          821,
+          822,
+          823,
+          824,
+          825,
+          826,
+          827,
+          828,
+          829,
+          830,
+          831,
+          832,
+          833,
+          834,
+          835,
+          836,
+          837,
+          838,
+          839,
+          840,
+          841,
+          842,
+          843,
+          844,
+          845,
+          846,
+          847,
+          848,
+          849,
+          850,
+          851,
+          852,
+          853,
+          854,
+          855,
+          856,
+          857,
+          858,
+          859,
+          860,
+          861,
+          862,
+          863,
+          864,
+          865,
+          866,
+          867,
+          868,
+          869,
+          870,
+          871,
+          872,
+          873,
+          874,
+          875,
+          876,
+          877,
+          878,
+          879,
+          880,
+          881,
+          882,
+          883,
+          884,
+          885,
+          886,
+          887,
+          888,
+          889,
+          890,
+          891,
+          892,
+          893,
+          894,
+          895,
+          896,
+          897,
+          898,
+          899,
+          900,
+          901,
+          902,
+          903,
+          904,
+          905,
+          906,
+          907,
+          908,
+          909,
+          910,
+          911,
+          912,
+          913,
+          914,
+          915,
+          916,
+          917,
+          918,
+          919,
+          920,
+          921,
+          922,
+          923,
+          924,
+          925,
+          926,
+          927,
+          928,
+          929,
+          930,
+          931,
+          932,
+          933,
+          934,
+          935,
+          936,
+          937,
+          938,
+          939,
+          940,
+          941,
+          942,
+          943,
+          944,
+          945,
+          946,
+          947,
+          948,
+          949,
+          950,
+          951,
+          952,
+          953,
+          954,
+          955,
+          956,
+          957,
+          958,
+          959,
+          960,
+          961,
+          962,
+          963,
+          964,
+          965,
+          966,
+          967,
+          968,
+          969,
+          970,
+          971,
+          972,
+          973,
+          974,
+          975,
+          976,
+          977,
+          978,
+          979,
+          980,
+          981,
+          982,
+          983,
+          984,
+          985,
+          986,
+          987,
+          988,
+          989,
+          990,
+          991,
+          992,
+          993,
+          994,
+          995,
+          996,
+          997,
+          998,
+          999,
+          1000,
+          1000,
+          1001,
+          1002,
+          1003,
+          1004,
+          1005,
+          1006,
+          1007,
+          1008,
+          1009,
+          1010,
+          1011,
+          1012,
+          1013,
+          1014,
+          1015,
+          1016,
+          1017,
+          1018,
+          1019,
+          1020,
+          1021,
+          1022,
+          1023,
+          1024,
+          1025,
+          1026,
+          1027,
+          1028,
+          1029,
+          1030,
+          1031,
+          1032,
+          1033,
+          1034,
+          1035,
+          1036,
+          1037,
+          1038,
+          1039,
+          1040,
+          1041,
+          1042,
+          1043,
+          1044,
+          1045,
+          1046,
+          1047,
+          1048,
+          1049,
+          1050,
+          1051,
+          1052,
+          1053,
+          1054,
+          1055,
+          1056,
+          1057,
+          1058,
+          1059,
+          1060,
+          1061,
+          1062,
+          1063,
+          1064,
+          1065,
+          1066,
+          1067,
+          1068,
+          1069,
+          1070,
+          1071,
+          1072,
+          1073,
+          1074,
+          1075,
+          1076,
+          1077,
+          1078,
+          1079,
+          1080,
+          1081,
+          1082,
+          1083,
+          1084,
+          1085,
+          1086,
+          1087,
+          1088,
+          1089,
+          1090,
+          1091,
+          1092,
+          1093,
+          1094,
+          1095,
+          1096,
+          1097,
+          1098,
+          1099,
+          1100,
+          1101,
+          1102,
+          1103,
+          1104,
+          1105,
+          1106,
+          1107,
+          1108,
+          1109,
+          1110,
+          1111,
+          1112,
+          1113,
+          1114,
+          1115,
+          1116,
+          1117,
+          1118,
+          1119,
+          1120,
+          1121,
+          1122,
+          1123,
+          1124,
+          1125,
+          1126,
+          1127,
+          1128,
+          1129,
+          1130,
+          1131,
+          1132,
+          1133,
+          1134,
+          1135,
+          1136,
+          1137,
+          1138,
+          1139,
+          1140,
+          1141,
+          1142,
+          1143,
+          1144,
+          1145,
+          1146,
+          1147,
+          1148,
+          1149,
+          1150,
+          1151,
+          1152,
+          1153,
+          1154,
+          1155,
+          1156,
+          1157,
+          1158,
+          1159,
+          1160,
+          1161,
+          1162,
+          1163,
+          1164,
+          1165,
+          1166,
+          1167,
+          1168,
+          1169,
+          1170,
+          1171,
+          1172,
+          1173,
+          1174,
+          1175,
+          1176,
+          1177,
+          1178,
+          1179,
+          1180,
+          1181,
+          1182,
+          1183,
+          1184,
+          1185,
+          1186,
+          1187,
+          1188,
+          1189,
+          1190,
+          1191,
+          1192,
+          1193,
+          1194,
+          1195,
+          1196,
+          1197,
+          1198,
+          1199,
+          1200,
+          1201,
+          1202,
+          1203,
+          1204,
+          1205,
+          1206,
+          1207,
+          1208,
+          1209,
+          1210,
+          1211,
+          1212,
+          1213,
+          1214,
+          1215,
+          1216,
+          1217,
+          1218,
+          1219,
+          1220,
+          1221,
+          1222,
+          1223,
+          1224,
+          1225,
+          1226,
+          1227,
+          1228,
+          1229,
+          1230,
+          1231,
+          1232,
+          1233,
+          1234,
+          1235,
+          1236,
+          1237,
+          1238,
+          1239,
+          1240,
+          1241,
+          1242,
+          1243,
+          1244,
+          1245,
+          1246,
+          1247,
+          1248,
+          1249,
+          1250,
+          1251,
+          1252,
+          1253,
+          1254,
+          1255,
+          1256,
+          1257,
+          1258,
+          1259,
+          1260,
+          1261,
+          1262,
+          1263,
+          1264,
+          1265,
+          1266,
+          1267,
+          1268,
+          1269,
+          1270,
+          1271,
+          1272,
+          1273,
+          1274,
+          1275,
+          1276,
+          1277,
+          1278,
+          1279,
+          1280,
+          1281,
+          1282,
+          1283,
+          1284,
+          1285,
+          1286,
+          1287,
+          1288,
+          1289,
+          1290,
+          1291,
+          1292,
+          1293,
+          1294,
+          1295,
+          1296,
+          1297,
+          1298,
+          1299,
+          1300,
+          1301,
+          1302,
+          1303,
+          1304,
+          1305,
+          1306,
+          1307,
+          1308,
+          1309,
+          1310,
+          1311,
+          1312,
+          1313,
+          1314,
+          1315,
+          1316,
+          1317,
+          1318,
+          1319,
+          1320,
+          1321,
+          1322,
+          1323,
+          1324,
+          1325,
+          1326,
+          1327,
+          1328,
+          1329,
+          1330,
+          1331,
+          1332,
+          1333,
+          1334,
+          1335,
+          1336,
+          1337,
+          1338,
+          1339,
+          1340,
+          1341,
+          1342,
+          1343,
+          1344,
+          1345,
+          1346,
+          1347,
+          1348,
+          1349,
+          1350,
+          1351,
+          1352,
+          1353,
+          1354,
+          1355,
+          1356,
+          1357,
+          1358,
+          1359,
+          1360,
+          1361,
+          1362,
+          1363,
+          1364,
+          1365,
+          1366,
+          1367,
+          1368,
+          1369,
+          1370,
+          1371,
+          1372,
+          1373,
+          1374,
+          1375,
+          1376,
+          1377,
+          1378,
+          1379,
+          1380,
+          1381,
+          1382,
+          1383,
+          1384,
+          1385,
+          1386,
+          1387,
+          1388,
+          1389,
+          1390,
+          1391,
+          1392,
+          1393,
+          1394,
+          1395,
+          1396,
+          1397,
+          1398,
+          1399,
+          1400,
+          1401,
+          1402,
+          1403,
+          1404,
+          1405,
+          1406,
+          1407,
+          1408,
+          1409,
+          1410,
+          1411,
+          1412,
+          1413,
+          1414,
+          1415,
+          1416,
+          1417,
+          1418,
+          1419,
+          1420,
+          1421,
+          1422,
+          1423,
+          1424,
+          1425,
+          1426,
+          1427,
+          1428,
+          1429,
+          1430,
+          1431,
+          1432,
+          1433,
+          1434,
+          1435,
+          1436,
+          1437,
+          1438,
+          1439,
+          1440,
+          1441,
+          1442,
+          1443,
+          1444,
+          1445,
+          1446,
+          1447,
+          1448,
+          1449,
+          1450,
+          1451,
+          1452,
+          1453,
+          1454,
+          1455,
+          1456,
+          1457,
+          1458,
+          1459,
+          1460,
+          1461,
+          1462,
+          1463,
+          1464,
+          1465,
+          1466,
+          1467,
+          1468,
+          1469,
+          1470,
+          1471,
+          1472,
+          1473,
+          1474,
+          1475,
+          1476,
+          1477,
+          1478,
+          1479,
+          1480,
+          1481,
+          1482,
+          1483,
+          1484,
+          1485,
+          1486,
+          1487,
+          1488,
+          1489,
+          1490,
+          1491,
+          1492,
+          1493,
+          1494,
+          1495,
+          1496,
+          1497,
+          1498,
+          1499,
+          1500,
+          1500,
+          1501,
+          1502,
+          1503,
+          1504,
+          1505,
+          1506,
+          1507,
+          1508,
+          1509,
+          1510,
+          1511,
+          1512,
+          1513,
+          1514,
+          1515,
+          1516,
+          1517,
+          1518,
+          1519,
+          1520,
+          1521,
+          1522,
+          1523,
+          1524,
+          1525,
+          1526,
+          1527,
+          1528,
+          1529,
+          1530,
+          1531,
+          1532,
+          1533,
+          1534,
+          1535,
+          1536,
+          1537,
+          1538,
+          1539,
+          1540,
+          1541,
+          1542,
+          1543,
+          1544,
+          1545,
+          1546,
+          1547,
+          1548,
+          1549,
+          1550,
+          1551,
+          1552,
+          1553,
+          1554,
+          1555,
+          1556,
+          1557,
+          1558,
+          1559,
+          1560,
+          1561,
+          1562,
+          1563,
+          1564,
+          1565,
+          1566,
+          1567,
+          1568,
+          1569,
+          1570,
+          1571,
+          1572,
+          1573,
+          1574,
+          1575,
+          1576,
+          1577,
+          1578,
+          1579,
+          1580,
+          1581,
+          1582,
+          1583,
+          1584,
+          1585,
+          1586,
+          1587,
+          1588,
+          1589,
+          1590,
+          1591,
+          1592,
+          1593,
+          1594,
+          1595,
+          1596,
+          1597,
+          1598,
+          1599,
+          1600,
+          1601,
+          1602,
+          1603,
+          1604,
+          1605,
+          1606,
+          1607,
+          1608,
+          1609,
+          1610,
+          1611,
+          1612,
+          1613,
+          1614,
+          1615,
+          1616,
+          1617,
+          1618,
+          1619,
+          1620,
+          1621,
+          1622,
+          1623,
+          1624,
+          1625,
+          1626,
+          1627,
+          1628,
+          1629,
+          1630,
+          1631,
+          1632,
+          1633,
+          1634,
+          1635,
+          1636,
+          1637,
+          1638,
+          1639,
+          1640,
+          1641,
+          1642,
+          1643,
+          1644,
+          1645,
+          1646,
+          1647,
+          1648,
+          1649,
+          1650,
+          1651,
+          1652,
+          1653,
+          1654,
+          1655,
+          1656,
+          1657,
+          1658,
+          1659,
+          1660,
+          1661,
+          1662,
+          1663,
+          1664,
+          1665,
+          1666,
+          1667,
+          1668,
+          1669,
+          1670,
+          1671,
+          1672,
+          1673,
+          1674,
+          1675,
+          1676,
+          1677,
+          1678,
+          1679,
+          1680,
+          1681,
+          1682,
+          1683,
+          1684,
+          1685,
+          1686,
+          1687,
+          1688,
+          1689,
+          1690,
+          1691,
+          1692,
+          1693,
+          1694,
+          1695,
+          1696,
+          1697,
+          1698,
+          1699,
+          1700,
+          1701,
+          1702,
+          1703,
+          1704,
+          1705,
+          1706,
+          1707,
+          1708,
+          1709,
+          1710,
+          1711,
+          1712,
+          1713,
+          1714,
+          1715,
+          1716,
+          1717,
+          1718,
+          1719,
+          1720,
+          1721,
+          1722,
+          1723,
+          1724,
+          1725,
+          1726,
+          1727,
+          1728,
+          1729,
+          1730,
+          1731,
+          1732,
+          1733,
+          1734,
+          1735,
+          1736,
+          1737,
+          1738,
+          1739,
+          1740,
+          1741,
+          1742,
+          1743,
+          1744,
+          1745,
+          1746,
+          1747,
+          1748,
+          1749,
+          1750,
+          1751,
+          1752,
+          1753,
+          1754,
+          1755,
+          1756,
+          1757,
+          1758,
+          1759,
+          1760,
+          1761,
+          1762,
+          1763,
+          1764,
+          1765,
+          1766,
+          1767,
+          1768,
+          1769,
+          1770,
+          1771,
+          1772,
+          1773,
+          1774,
+          1775,
+          1776,
+          1777,
+          1778,
+          1779,
+          1780,
+          1781,
+          1782,
+          1783,
+          1784,
+          1785,
+          1786,
+          1787,
+          1788,
+          1789,
+          1790,
+          1791,
+          1792,
+          1793,
+          1794,
+          1795,
+          1796,
+          1797,
+          1798,
+          1799,
+          1800,
+          1801,
+          1802,
+          1803,
+          1804,
+          1805,
+          1806,
+          1807,
+          1808,
+          1809,
+          1810,
+          1811,
+          1812,
+          1813,
+          1814,
+          1815,
+          1816,
+          1817,
+          1818,
+          1819,
+          1820,
+          1821,
+          1822,
+          1823,
+          1824,
+          1825,
+          1826,
+          1827,
+          1828,
+          1829,
+          1830,
+          1831,
+          1832,
+          1833,
+          1834,
+          1835,
+          1836,
+          1837,
+          1838,
+          1839,
+          1840,
+          1841,
+          1842,
+          1843,
+          1844,
+          1845,
+          1846,
+          1847,
+          1848,
+          1849,
+          1850,
+          1851,
+          1852,
+          1853,
+          1854,
+          1855,
+          1856,
+          1857,
+          1858,
+          1859,
+          1860,
+          1861,
+          1862,
+          1863,
+          1864,
+          1865,
+          1866,
+          1867,
+          1868,
+          1869,
+          1870,
+          1871,
+          1872,
+          1873,
+          1874,
+          1875,
+          1876,
+          1877,
+          1878,
+          1879,
+          1880,
+          1881,
+          1882,
+          1883,
+          1884,
+          1885,
+          1886,
+          1887,
+          1888,
+          1889,
+          1890,
+          1891,
+          1892,
+          1893,
+          1894,
+          1895,
+          1896,
+          1897,
+          1898,
+          1899,
+          1900,
+          1901,
+          1902,
+          1903,
+          1904,
+          1905,
+          1906,
+          1907,
+          1908,
+          1909,
+          1910,
+          1911,
+          1912,
+          1913,
+          1914,
+          1915,
+          1916,
+          1917,
+          1918,
+          1919,
+          1920,
+          1921,
+          1922,
+          1923,
+          1924,
+          1925,
+          1926,
+          1927,
+          1928,
+          1929,
+          1930,
+          1931,
+          1932,
+          1933,
+          1934,
+          1935,
+          1936,
+          1937,
+          1938,
+          1939,
+          1940,
+          1941,
+          1942,
+          1943,
+          1944,
+          1945,
+          1946,
+          1947,
+          1948,
+          1949,
+          1950,
+          1951,
+          1952,
+          1953,
+          1954,
+          1955,
+          1956,
+          1957,
+          1958,
+          1959,
+          1960,
+          1961,
+          1962,
+          1963,
+          1964,
+          1965,
+          1966,
+          1967,
+          1968,
+          1969,
+          1970,
+          1971,
+          1972,
+          1973,
+          1974,
+          1975,
+          1976,
+          1977,
+          1978,
+          1979,
+          1980,
+          1981,
+          1982,
+          1983,
+          1984,
+          1985,
+          1986,
+          1987,
+          1988,
+          1989,
+          1990,
+          1991,
+          1992,
+          1993,
+          1994,
+          1995,
+          1996,
+          1997,
+          1998,
+          1999,
+          2000,
+          2000,
+          2001,
+          2002,
+          2003,
+          2004,
+          2005,
+          2006,
+          2007,
+          2008,
+          2009,
+          2010,
+          2011,
+          2012,
+          2013,
+          2014,
+          2015,
+          2016,
+          2017,
+          2018,
+          2019,
+          2020,
+          2021,
+          2022,
+          2023,
+          2024,
+          2025,
+          2026,
+          2027,
+          2028,
+          2029,
+          2030,
+          2031,
+          2032,
+          2033,
+          2034,
+          2035,
+          2036,
+          2037,
+          2038,
+          2039,
+          2040,
+          2041,
+          2042,
+          2043,
+          2044,
+          2045,
+          2046,
+          2047,
+          2048,
+          2049,
+          2050,
+          2051,
+          2052,
+          2053,
+          2054,
+          2055,
+          2056,
+          2057,
+          2058,
+          2059,
+          2060,
+          2061,
+          2062,
+          2063,
+          2064,
+          2065,
+          2066,
+          2067,
+          2068,
+          2069,
+          2070,
+          2071,
+          2072,
+          2073,
+          2074,
+          2075,
+          2076,
+          2077,
+          2078,
+          2079,
+          2080,
+          2081,
+          2082,
+          2083,
+          2084,
+          2085,
+          2086,
+          2087,
+          2088,
+          2089,
+          2090,
+          2091,
+          2092,
+          2093,
+          2094,
+          2095,
+          2096,
+          2097,
+          2098,
+          2099,
+          2100,
+          2101,
+          2102,
+          2103,
+          2104,
+          2105,
+          2106,
+          2107,
+          2108,
+          2109,
+          2110,
+          2111,
+          2112,
+          2113,
+          2114,
+          2115,
+          2116,
+          2117,
+          2118,
+          2119,
+          2120,
+          2121,
+          2122,
+          2123,
+          2124,
+          2125,
+          2126,
+          2127,
+          2128,
+          2129,
+          2130,
+          2131,
+          2132,
+          2133,
+          2134,
+          2135,
+          2136,
+          2137,
+          2138,
+          2139,
+          2140,
+          2141,
+          2142,
+          2143,
+          2144,
+          2145,
+          2146,
+          2147,
+          2148,
+          2149,
+          2150,
+          2151,
+          2152,
+          2153,
+          2154,
+          2155,
+          2156,
+          2157,
+          2158,
+          2159,
+          2160,
+          2161,
+          2162,
+          2163,
+          2164,
+          2165,
+          2166,
+          2167,
+          2168,
+          2169,
+          2170,
+          2171,
+          2172,
+          2173,
+          2174,
+          2175,
+          2176,
+          2177,
+          2178,
+          2179,
+          2180,
+          2181,
+          2182,
+          2183,
+          2184,
+          2185,
+          2186,
+          2187,
+          2188,
+          2189,
+          2190,
+          2191,
+          2192,
+          2193,
+          2194,
+          2195,
+          2196,
+          2197,
+          2198,
+          2199,
+          2200,
+          2201,
+          2202,
+          2203,
+          2204,
+          2205,
+          2206,
+          2207,
+          2208,
+          2209,
+          2210,
+          2211,
+          2212,
+          2213,
+          2214,
+          2215,
+          2216,
+          2217,
+          2218,
+          2219,
+          2220,
+          2221,
+          2222,
+          2223,
+          2224,
+          2225,
+          2226,
+          2227,
+          2228,
+          2229,
+          2230,
+          2231,
+          2232,
+          2233,
+          2234,
+          2235,
+          2236,
+          2237,
+          2238,
+          2239,
+          2240,
+          2241,
+          2242,
+          2243,
+          2244,
+          2245,
+          2246,
+          2247,
+          2248,
+          2249,
+          2250,
+          2251,
+          2252,
+          2253,
+          2254,
+          2255,
+          2256,
+          2257,
+          2258,
+          2259,
+          2260,
+          2261,
+          2262,
+          2263,
+          2264,
+          2265,
+          2266,
+          2267,
+          2268,
+          2269,
+          2270,
+          2271,
+          2272,
+          2273,
+          2274,
+          2275,
+          2276,
+          2277,
+          2278,
+          2279,
+          2280,
+          2281,
+          2282,
+          2283,
+          2284,
+          2285,
+          2286,
+          2287,
+          2288,
+          2289,
+          2290,
+          2291,
+          2292,
+          2293,
+          2294,
+          2295,
+          2296,
+          2297,
+          2298,
+          2299,
+          2300,
+          2301,
+          2302,
+          2303,
+          2304,
+          2305,
+          2306,
+          2307,
+          2308,
+          2309,
+          2310,
+          2311,
+          2312,
+          2313,
+          2314,
+          2315,
+          2316,
+          2317,
+          2318,
+          2319,
+          2320,
+          2321,
+          2322,
+          2323,
+          2324,
+          2325,
+          2326,
+          2327,
+          2328,
+          2329,
+          2330,
+          2331,
+          2332,
+          2333,
+          2334,
+          2335,
+          2336,
+          2337,
+          2338,
+          2339,
+          2340,
+          2341,
+          2342,
+          2343,
+          2344,
+          2345,
+          2346,
+          2347,
+          2348,
+          2349,
+          2350,
+          2351,
+          2352,
+          2353,
+          2354,
+          2355,
+          2356,
+          2357,
+          2358,
+          2359,
+          2360,
+          2361,
+          2362,
+          2363,
+          2364,
+          2365,
+          2366,
+          2367,
+          2368,
+          2369,
+          2370,
+          2371,
+          2372,
+          2373,
+          2374,
+          2375,
+          2376,
+          2377,
+          2378,
+          2379,
+          2380,
+          2381,
+          2382,
+          2383,
+          2384,
+          2385,
+          2386,
+          2387,
+          2388,
+          2389,
+          2390,
+          2391,
+          2392,
+          2393,
+          2394,
+          2395,
+          2396,
+          2397,
+          2398,
+          2399,
+          2400,
+          2401,
+          2402,
+          2403,
+          2404,
+          2405,
+          2406,
+          2407,
+          2408,
+          2409,
+          2410,
+          2411,
+          2412,
+          2413,
+          2414,
+          2415,
+          2416,
+          2417,
+          2418,
+          2419,
+          2420,
+          2421,
+          2422,
+          2423,
+          2424,
+          2425,
+          2426,
+          2427,
+          2428,
+          2429,
+          2430,
+          2431,
+          2432,
+          2433,
+          2434,
+          2435,
+          2436,
+          2437,
+          2438,
+          2439,
+          2440,
+          2441,
+          2442,
+          2443,
+          2444,
+          2445,
+          2446,
+          2447,
+          2448,
+          2449,
+          2450,
+          2451,
+          2452,
+          2453,
+          2454,
+          2455,
+          2456,
+          2457,
+          2458,
+          2459,
+          2460,
+          2461,
+          2462,
+          2463,
+          2464,
+          2465,
+          2466,
+          2467,
+          2468,
+          2469,
+          2470,
+          2471,
+          2472,
+          2473,
+          2474,
+          2475,
+          2476,
+          2477,
+          2478,
+          2479,
+          2480,
+          2481,
+          2482,
+          2483,
+          2484,
+          2485,
+          2486,
+          2487,
+          2488,
+          2489,
+          2490,
+          2491,
+          2492,
+          2493,
+          2494,
+          2495,
+          2496,
+          2497,
+          2498,
+          2499,
+          2500,
+          2500,
+          2501,
+          2502,
+          2503,
+          2504,
+          2505,
+          2506,
+          2507,
+          2508,
+          2509,
+          2510,
+          2511,
+          2512,
+          2513,
+          2514,
+          2515,
+          2516,
+          2517,
+          2518,
+          2519,
+          2520,
+          2521,
+          2522,
+          2523,
+          2524,
+          2525,
+          2526,
+          2527,
+          2528,
+          2529,
+          2530,
+          2531,
+          2532,
+          2533,
+          2534,
+          2535,
+          2536,
+          2537,
+          2538,
+          2539,
+          2540,
+          2541,
+          2542,
+          2543,
+          2544,
+          2545,
+          2546,
+          2547,
+          2548,
+          2549,
+          2550,
+          2551,
+          2552,
+          2553,
+          2554,
+          2555,
+          2556,
+          2557,
+          2558,
+          2559,
+          2560,
+          2561,
+          2562,
+          2563,
+          2564,
+          2565,
+          2566,
+          2567,
+          2568,
+          2569,
+          2570,
+          2571,
+          2572,
+          2573,
+          2574,
+          2575,
+          2576,
+          2577,
+          2578,
+          2579,
+          2580,
+          2581,
+          2582,
+          2583,
+          2584,
+          2585,
+          2586,
+          2587,
+          2588,
+          2589,
+          2590,
+          2591,
+          2592,
+          2593,
+          2594,
+          2595,
+          2596,
+          2597,
+          2598,
+          2599,
+          2600,
+          2601,
+          2602,
+          2603,
+          2604,
+          2605,
+          2606,
+          2607,
+          2608,
+          2609,
+          2610,
+          2611,
+          2612,
+          2613,
+          2614,
+          2615,
+          2616,
+          2617,
+          2618,
+          2619,
+          2620,
+          2621,
+          2622,
+          2623,
+          2624,
+          2625,
+          2626,
+          2627,
+          2628,
+          2629,
+          2630,
+          2631,
+          2632,
+          2633,
+          2634,
+          2635,
+          2636,
+          2637,
+          2638,
+          2639,
+          2640,
+          2641,
+          2642,
+          2643,
+          2644,
+          2645,
+          2646,
+          2647,
+          2648,
+          2649,
+          2650,
+          2651,
+          2652,
+          2653,
+          2654,
+          2655,
+          2656,
+          2657,
+          2658,
+          2659,
+          2660,
+          2661,
+          2662,
+          2663,
+          2664,
+          2665,
+          2666,
+          2667,
+          2668,
+          2669,
+          2670,
+          2671,
+          2672,
+          2673,
+          2674,
+          2675,
+          2676,
+          2677,
+          2678,
+          2679,
+          2680,
+          2681,
+          2682,
+          2683,
+          2684,
+          2685,
+          2686,
+          2687,
+          2688,
+          2689,
+          2690,
+          2691,
+          2692,
+          2693,
+          2694,
+          2695,
+          2696,
+          2697,
+          2698,
+          2699,
+          2700,
+          2701,
+          2702,
+          2703,
+          2704,
+          2705,
+          2706,
+          2707,
+          2708,
+          2709,
+          2710,
+          2711,
+          2712,
+          2713,
+          2714,
+          2715,
+          2716,
+          2717,
+          2718,
+          2719,
+          2720,
+          2721,
+          2722,
+          2723,
+          2724,
+          2725,
+          2726,
+          2727,
+          2728,
+          2729,
+          2730,
+          2731,
+          2732,
+          2733,
+          2734,
+          2735,
+          2736,
+          2737,
+          2738,
+          2739,
+          2740,
+          2741,
+          2742,
+          2743,
+          2744,
+          2745,
+          2746,
+          2747,
+          2748,
+          2749,
+          2750,
+          2751,
+          2752,
+          2753,
+          2754,
+          2755,
+          2756,
+          2757,
+          2758,
+          2759,
+          2760,
+          2761,
+          2762,
+          2763,
+          2764,
+          2765,
+          2766,
+          2767,
+          2768,
+          2769,
+          2770,
+          2771,
+          2772,
+          2773,
+          2774,
+          2775,
+          2776,
+          2777,
+          2778,
+          2779,
+          2780,
+          2781,
+          2782,
+          2783,
+          2784,
+          2785,
+          2786,
+          2787,
+          2788,
+          2789,
+          2790,
+          2791,
+          2792,
+          2793,
+          2794,
+          2795,
+          2796,
+          2797,
+          2798,
+          2799,
+          2800,
+          2801,
+          2802,
+          2803,
+          2804,
+          2805,
+          2806,
+          2807,
+          2808,
+          2809,
+          2810,
+          2811,
+          2812,
+          2813,
+          2814,
+          2815,
+          2816,
+          2817,
+          2818,
+          2819,
+          2820,
+          2821,
+          2822,
+          2823,
+          2824,
+          2825,
+          2826,
+          2827,
+          2828,
+          2829,
+          2830,
+          2831,
+          2832,
+          2833,
+          2834,
+          2835,
+          2836,
+          2837,
+          2838,
+          2839,
+          2840,
+          2841,
+          2842,
+          2843,
+          2844,
+          2845,
+          2846,
+          2847,
+          2848,
+          2849,
+          2850,
+          2851,
+          2852,
+          2853,
+          2854,
+          2855,
+          2856,
+          2857,
+          2858,
+          2859,
+          2860,
+          2861,
+          2862,
+          2863,
+          2864,
+          2865,
+          2866,
+          2867,
+          2868,
+          2869,
+          2870,
+          2871,
+          2872,
+          2873,
+          2874,
+          2875,
+          2876,
+          2877,
+          2878,
+          2879,
+          2880,
+          2881,
+          2882,
+          2883,
+          2884,
+          2885,
+          2886,
+          2887,
+          2888,
+          2889,
+          2890,
+          2891,
+          2892,
+          2893,
+          2894,
+          2895,
+          2896,
+          2897,
+          2898,
+          2899,
+          2900,
+          2901,
+          2902,
+          2903,
+          2904,
+          2905,
+          2906,
+          2907,
+          2908,
+          2909,
+          2910,
+          2911,
+          2912,
+          2913,
+          2914,
+          2915,
+          2916,
+          2917,
+          2918,
+          2919,
+          2920,
+          2921,
+          2922,
+          2923,
+          2924,
+          2925,
+          2926,
+          2927,
+          2928,
+          2929,
+          2930,
+          2931,
+          2932,
+          2933,
+          2934,
+          2935,
+          2936,
+          2937,
+          2938,
+          2939,
+          2940,
+          2941,
+          2942,
+          2943,
+          2944,
+          2945,
+          2946,
+          2947,
+          2948,
+          2949,
+          2950,
+          2951,
+          2952,
+          2953,
+          2954,
+          2955,
+          2956,
+          2957,
+          2958,
+          2959,
+          2960,
+          2961,
+          2962,
+          2963,
+          2964,
+          2965,
+          2966,
+          2967,
+          2968,
+          2969,
+          2970,
+          2971,
+          2972,
+          2973,
+          2974,
+          2975,
+          2976,
+          2977,
+          2978,
+          2979,
+          2980,
+          2981,
+          2982,
+          2983,
+          2984,
+          2985,
+          2986,
+          2987,
+          2988,
+          2989,
+          2990,
+          2991,
+          2992,
+          2993,
+          2994,
+          2995,
+          2996,
+          2997,
+          2998,
+          2999,
+          3000,
+          3000,
+          3001,
+          3002,
+          3003,
+          3004,
+          3005,
+          3006,
+          3007,
+          3008,
+          3009,
+          3010,
+          3011,
+          3012,
+          3013,
+          3014,
+          3015,
+          3016,
+          3017,
+          3018,
+          3019,
+          3020,
+          3021,
+          3022,
+          3023,
+          3024,
+          3025,
+          3026,
+          3027,
+          3028,
+          3029,
+          3030,
+          3031,
+          3032,
+          3033,
+          3034,
+          3035,
+          3036,
+          3037,
+          3038,
+          3039,
+          3040,
+          3041,
+          3042,
+          3043,
+          3044,
+          3045,
+          3046,
+          3047,
+          3048,
+          3049,
+          3050,
+          3051,
+          3052,
+          3053,
+          3054,
+          3055,
+          3056,
+          3057,
+          3058,
+          3059,
+          3060,
+          3061,
+          3062,
+          3063,
+          3064,
+          3065,
+          3066,
+          3067,
+          3068,
+          3069,
+          3070,
+          3071,
+          3072,
+          3073,
+          3074,
+          3075,
+          3076,
+          3077,
+          3078,
+          3079,
+          3080,
+          3081,
+          3082,
+          3083,
+          3084,
+          3085,
+          3086,
+          3087,
+          3088,
+          3089,
+          3090,
+          3091,
+          3092,
+          3093,
+          3094,
+          3095,
+          3096,
+          3097,
+          3098,
+          3099,
+          3100,
+          3101,
+          3102,
+          3103,
+          3104,
+          3105,
+          3106,
+          3107,
+          3108,
+          3109,
+          3110,
+          3111,
+          3112,
+          3113,
+          3114,
+          3115,
+          3116,
+          3117,
+          3118,
+          3119,
+          3120,
+          3121,
+          3122,
+          3123,
+          3124,
+          3125,
+          3126,
+          3127,
+          3128,
+          3129,
+          3130,
+          3131,
+          3132,
+          3133,
+          3134,
+          3135,
+          3136,
+          3137,
+          3138,
+          3139,
+          3140,
+          3141,
+          3142,
+          3143,
+          3144,
+          3145,
+          3146,
+          3147,
+          3148,
+          3149,
+          3150,
+          3151,
+          3152,
+          3153,
+          3154,
+          3155,
+          3156,
+          3157,
+          3158,
+          3159,
+          3160,
+          3161,
+          3162,
+          3163,
+          3164,
+          3165,
+          3166,
+          3167,
+          3168,
+          3169,
+          3170,
+          3171,
+          3172,
+          3173,
+          3174,
+          3175,
+          3176,
+          3177,
+          3178,
+          3179,
+          3180,
+          3181,
+          3182,
+          3183,
+          3184,
+          3185,
+          3186,
+          3187,
+          3188,
+          3189,
+          3190,
+          3191,
+          3192,
+          3193,
+          3194,
+          3195,
+          3196,
+          3197,
+          3198,
+          3199,
+          3200,
+          3201,
+          3202,
+          3203,
+          3204,
+          3205,
+          3206,
+          3207,
+          3208,
+          3209,
+          3210,
+          3211,
+          3212,
+          3213,
+          3214,
+          3215,
+          3216,
+          3217,
+          3218,
+          3219,
+          3220,
+          3221,
+          3222,
+          3223,
+          3224,
+          3225,
+          3226,
+          3227,
+          3228,
+          3229,
+          3230,
+          3231,
+          3232,
+          3233,
+          3234,
+          3235,
+          3236,
+          3237,
+          3238,
+          3239,
+          3240,
+          3241,
+          3242,
+          3243,
+          3244,
+          3245,
+          3246,
+          3247,
+          3248,
+          3249,
+          3250,
+          3251,
+          3252,
+          3253,
+          3254,
+          3255,
+          3256,
+          3257,
+          3258,
+          3259,
+          3260,
+          3261,
+          3262,
+          3263,
+          3264,
+          3265,
+          3266,
+          3267,
+          3268,
+          3269,
+          3270,
+          3271,
+          3272,
+          3273,
+          3274,
+          3275,
+          3276,
+          3277,
+          3278,
+          3279,
+          3280,
+          3281,
+          3282,
+          3283,
+          3284,
+          3285,
+          3286,
+          3287,
+          3288,
+          3289,
+          3290,
+          3291,
+          3292,
+          3293,
+          3294,
+          3295,
+          3296,
+          3297,
+          3298,
+          3299,
+          3300,
+          3301,
+          3302,
+          3303,
+          3304,
+          3305,
+          3306,
+          3307,
+          3308,
+          3309,
+          3310,
+          3311,
+          3312,
+          3313,
+          3314,
+          3315,
+          3316,
+          3317,
+          3318,
+          3319,
+          3320,
+          3321,
+          3322,
+          3323,
+          3324,
+          3325,
+          3326,
+          3327,
+          3328,
+          3329,
+          3330,
+          3331,
+          3332,
+          3333,
+          3334,
+          3335,
+          3336,
+          3337,
+          3338,
+          3339,
+          3340,
+          3341,
+          3342,
+          3343,
+          3344,
+          3345,
+          3346,
+          3347,
+          3348,
+          3349,
+          3350,
+          3351,
+          3352,
+          3353,
+          3354,
+          3355,
+          3356,
+          3357,
+          3358,
+          3359,
+          3360,
+          3361,
+          3362,
+          3363,
+          3364,
+          3365,
+          3366,
+          3367,
+          3368,
+          3369,
+          3370,
+          3371,
+          3372,
+          3373,
+          3374,
+          3375,
+          3376,
+          3377,
+          3378,
+          3379,
+          3380,
+          3381,
+          3382,
+          3383,
+          3384,
+          3385,
+          3386,
+          3387,
+          3388,
+          3389,
+          3390,
+          3391,
+          3392,
+          3393,
+          3394,
+          3395,
+          3396,
+          3397,
+          3398,
+          3399,
+          3400,
+          3401,
+          3402,
+          3403,
+          3404,
+          3405,
+          3406,
+          3407,
+          3408,
+          3409,
+          3410,
+          3411,
+          3412,
+          3413,
+          3414,
+          3415,
+          3416,
+          3417,
+          3418,
+          3419,
+          3420,
+          3421,
+          3422,
+          3423,
+          3424,
+          3425,
+          3426,
+          3427,
+          3428,
+          3429,
+          3430,
+          3431,
+          3432,
+          3433,
+          3434,
+          3435,
+          3436,
+          3437,
+          3438,
+          3439,
+          3440,
+          3441,
+          3442,
+          3443,
+          3444,
+          3445,
+          3446,
+          3447,
+          3448,
+          3449,
+          3450,
+          3451,
+          3452,
+          3453,
+          3454,
+          3455,
+          3456,
+          3457,
+          3458,
+          3459,
+          3460,
+          3461,
+          3462,
+          3463,
+          3464,
+          3465,
+          3466,
+          3467,
+          3468,
+          3469,
+          3470,
+          3471,
+          3472,
+          3473,
+          3474,
+          3475,
+          3476,
+          3477,
+          3478,
+          3479,
+          3480,
+          3481,
+          3482,
+          3483,
+          3484,
+          3485,
+          3486,
+          3487,
+          3488,
+          3489,
+          3490,
+          3491,
+          3492,
+          3493,
+          3494,
+          3495,
+          3496,
+          3497,
+          3498,
+          3499,
+          3500,
+          3500,
+          3501,
+          3502,
+          3503,
+          3504,
+          3505,
+          3506,
+          3507,
+          3508,
+          3509,
+          3510,
+          3511,
+          3512,
+          3513,
+          3514,
+          3515,
+          3516,
+          3517,
+          3518,
+          3519,
+          3520,
+          3521,
+          3522,
+          3523,
+          3524,
+          3525,
+          3526,
+          3527,
+          3528,
+          3529,
+          3530,
+          3531,
+          3532,
+          3533,
+          3534,
+          3535,
+          3536,
+          3537,
+          3538,
+          3539,
+          3540,
+          3541,
+          3542,
+          3543,
+          3544,
+          3545,
+          3546,
+          3547,
+          3548,
+          3549,
+          3550,
+          3551,
+          3552,
+          3553,
+          3554,
+          3555,
+          3556,
+          3557,
+          3558,
+          3559,
+          3560,
+          3561,
+          3562,
+          3563,
+          3564,
+          3565,
+          3566,
+          3567,
+          3568,
+          3569,
+          3570,
+          3571,
+          3572,
+          3573,
+          3574,
+          3575,
+          3576,
+          3577,
+          3578,
+          3579,
+          3580,
+          3581,
+          3582,
+          3583,
+          3584,
+          3585,
+          3586,
+          3587,
+          3588,
+          3589,
+          3590,
+          3591,
+          3592,
+          3593,
+          3594,
+          3595,
+          3596,
+          3597,
+          3598,
+          3599,
+          3600,
+          3601,
+          3602,
+          3603,
+          3604,
+          3605,
+          3606,
+          3607,
+          3608,
+          3609,
+          3610,
+          3611,
+          3612,
+          3613,
+          3614,
+          3615,
+          3616,
+          3617,
+          3618,
+          3619,
+          3620,
+          3621,
+          3622,
+          3623,
+          3624,
+          3625,
+          3626,
+          3627,
+          3628,
+          3629,
+          3630,
+          3631,
+          3632,
+          3633,
+          3634,
+          3635,
+          3636,
+          3637,
+          3638,
+          3639,
+          3640,
+          3641,
+          3642,
+          3643,
+          3644,
+          3645,
+          3646,
+          3647,
+          3648,
+          3649,
+          3650,
+          3651,
+          3652,
+          3653,
+          3654,
+          3655,
+          3656,
+          3657,
+          3658,
+          3659,
+          3660,
+          3661,
+          3662,
+          3663,
+          3664,
+          3665,
+          3666,
+          3667,
+          3668,
+          3669,
+          3670,
+          3671,
+          3672,
+          3673,
+          3674,
+          3675,
+          3676,
+          3677,
+          3678,
+          3679,
+          3680,
+          3681,
+          3682,
+          3683,
+          3684,
+          3685,
+          3686,
+          3687,
+          3688,
+          3689,
+          3690,
+          3691,
+          3692,
+          3693,
+          3694,
+          3695,
+          3696,
+          3697,
+          3698,
+          3699,
+          3700,
+          3701,
+          3702,
+          3703,
+          3704,
+          3705,
+          3706,
+          3707,
+          3708,
+          3709,
+          3710,
+          3711,
+          3712,
+          3713,
+          3714,
+          3715,
+          3716,
+          3717,
+          3718,
+          3719,
+          3720,
+          3721,
+          3722,
+          3723,
+          3724,
+          3725,
+          3726,
+          3727,
+          3728,
+          3729,
+          3730,
+          3731,
+          3732,
+          3733,
+          3734,
+          3735,
+          3736,
+          3737,
+          3738,
+          3739,
+          3740,
+          3741,
+          3742,
+          3743,
+          3744,
+          3745,
+          3746,
+          3747,
+          3748,
+          3749,
+          3750,
+          3751,
+          3752,
+          3753,
+          3754,
+          3755,
+          3756,
+          3757,
+          3758,
+          3759,
+          3760,
+          3761,
+          3762,
+          3763,
+          3764,
+          3765,
+          3766,
+          3767,
+          3768,
+          3769,
+          3770,
+          3771,
+          3772,
+          3773,
+          3774,
+          3775,
+          3776,
+          3777,
+          3778,
+          3779,
+          3780,
+          3781,
+          3782,
+          3783,
+          3784,
+          3785,
+          3786,
+          3787,
+          3788,
+          3789,
+          3790,
+          3791,
+          3792,
+          3793,
+          3794,
+          3795,
+          3796,
+          3797,
+          3798,
+          3799,
+          3800,
+          3801,
+          3802,
+          3803,
+          3804,
+          3805,
+          3806,
+          3807,
+          3808,
+          3809,
+          3810,
+          3811,
+          3812,
+          3813,
+          3814,
+          3815,
+          3816,
+          3817,
+          3818,
+          3819,
+          3820,
+          3821,
+          3822,
+          3823,
+          3824,
+          3825,
+          3826,
+          3827,
+          3828,
+          3829,
+          3830,
+          3831,
+          3832,
+          3833,
+          3834,
+          3835,
+          3836,
+          3837,
+          3838,
+          3839,
+          3840,
+          3841,
+          3842,
+          3843,
+          3844,
+          3845,
+          3846,
+          3847,
+          3848,
+          3849,
+          3850,
+          3851,
+          3852,
+          3853,
+          3854,
+          3855,
+          3856,
+          3857,
+          3858,
+          3859,
+          3860,
+          3861,
+          3862,
+          3863,
+          3864,
+          3865,
+          3866,
+          3867,
+          3868,
+          3869,
+          3870,
+          3871,
+          3872,
+          3873,
+          3874,
+          3875,
+          3876,
+          3877,
+          3878,
+          3879,
+          3880,
+          3881,
+          3882,
+          3883,
+          3884,
+          3885,
+          3886,
+          3887,
+          3888,
+          3889,
+          3890,
+          3891,
+          3892,
+          3893,
+          3894,
+          3895,
+          3896,
+          3897,
+          3898,
+          3899,
+          3900,
+          3901,
+          3902,
+          3903,
+          3904,
+          3905,
+          3906,
+          3907,
+          3908,
+          3909,
+          3910,
+          3911,
+          3912,
+          3913,
+          3914,
+          3915,
+          3916,
+          3917,
+          3918,
+          3919,
+          3920,
+          3921,
+          3922,
+          3923,
+          3924,
+          3925,
+          3926,
+          3927,
+          3928,
+          3929,
+          3930,
+          3931,
+          3932,
+          3933,
+          3934,
+          3935,
+          3936,
+          3937,
+          3938,
+          3939,
+          3940,
+          3941,
+          3942,
+          3943,
+          3944,
+          3945,
+          3946,
+          3947,
+          3948,
+          3949,
+          3950,
+          3951,
+          3952,
+          3953,
+          3954,
+          3955,
+          3956,
+          3957,
+          3958,
+          3959,
+          3960,
+          3961,
+          3962,
+          3963,
+          3964,
+          3965,
+          3966,
+          3967,
+          3968,
+          3969,
+          3970,
+          3971,
+          3972,
+          3973,
+          3974,
+          3975,
+          3976,
+          3977,
+          3978,
+          3979,
+          3980,
+          3981,
+          3982,
+          3983,
+          3984,
+          3985,
+          3986,
+          3987,
+          3988,
+          3989,
+          3990,
+          3991,
+          3992,
+          3993,
+          3994,
+          3995,
+          3996,
+          3997,
+          3998,
+          3999
+         ],
+         "y": [
+          -0.59384,
+          -0.29116,
+          -0.77128,
+          0.48117,
+          1.17511,
+          -0.15461,
+          0.34806,
+          0.74836,
+          -0.30594,
+          -0.63586,
+          -0.34824,
+          -0.42382,
+          -0.29455,
+          -0.12267,
+          1.18928,
+          0.11828,
+          -0.11188,
+          -0.29065,
+          -0.4602,
+          0.74445,
+          0.34306,
+          0.11563,
+          0.08604,
+          -1.07072,
+          0.52599,
+          -0.43828,
+          2.43902,
+          -1.34764,
+          0.14414,
+          -0.79723,
+          1.11297,
+          0.79082,
+          -0.51965,
+          -1.49456,
+          0.11042,
+          -0.42321,
+          0.25755,
+          -0.78613,
+          0.78896,
+          0.16282,
+          -0.18001,
+          0.05779,
+          2.24757,
+          -1.80746,
+          -0.31789,
+          -0.53207,
+          -1.08482,
+          -0.25509,
+          0.6168,
+          1.25518,
+          -0.44161,
+          0.71632,
+          0.64176,
+          -0.37664,
+          -0.53982,
+          -0.79945,
+          -0.50435,
+          -0.25421,
+          0.39103,
+          1.16697,
+          -0.60281,
+          0.06223,
+          1.67051,
+          -1.02403,
+          -0.1059,
+          0.21039,
+          0.74929,
+          0.47222,
+          0.26183,
+          -1.69372,
+          -0.75355,
+          0.94319,
+          -0.05598,
+          -0.53656,
+          0.4029,
+          -0.82127,
+          0.27944,
+          -1.37319,
+          0.69612,
+          1.21889,
+          -0.03562,
+          1.22476,
+          0.83731,
+          -1.35316,
+          -0.67328,
+          -0.03359,
+          -1.28337,
+          -1.06071,
+          -0.15712,
+          2.53478,
+          -0.6104,
+          0.91838,
+          1.02274,
+          -0.52908,
+          -0.80163,
+          -0.18532,
+          -0.65673,
+          0.51301,
+          0.37054,
+          -0.04151,
+          0.73399,
+          -0.36298,
+          0.58965,
+          -1.67239,
+          0.71173,
+          -0.3016,
+          -0.68606,
+          -0.88812,
+          0.92186,
+          0.95392,
+          0.11357,
+          -0.09619,
+          1.00873,
+          0.24687,
+          -1.27299,
+          0.35536,
+          1.34986,
+          -0.50805,
+          -0.61131,
+          -0.58586,
+          0.32686,
+          -0.43416,
+          0.67847,
+          -0.41432,
+          -0.15684,
+          -0.37505,
+          0.69066,
+          -0.28391,
+          0.64932,
+          -0.68101,
+          -0.08057,
+          0.40399,
+          -0.75443,
+          0.79794,
+          -0.36693,
+          0.1026,
+          0.86202,
+          -0.46083,
+          -0.17587,
+          -0.32792,
+          0.47166,
+          -0.13609,
+          -1.19399,
+          0.4759,
+          0.38252,
+          -0.00311,
+          0.23767,
+          -1.55825,
+          -0.14408,
+          1.46777,
+          -0.35728,
+          0.78194,
+          -1.16753,
+          -0.02984,
+          0.77271,
+          -0.08449,
+          -0.17939,
+          0.74887,
+          -0.51921,
+          0.03421,
+          -0.39558,
+          1.11117,
+          0.6652,
+          -0.77728,
+          -0.6035,
+          0.43563,
+          0.3444,
+          -0.05719,
+          -0.84909,
+          0.12625,
+          -0.32737,
+          -0.36509,
+          0.63874,
+          0.41794,
+          -0.36422,
+          0.31735,
+          0.61227,
+          0.53408,
+          -2.16268,
+          0.69898,
+          0.5055,
+          0.40417,
+          -0.86496,
+          -0.5641,
+          0.51939,
+          0.08945,
+          -0.39124,
+          0.06803,
+          0.30301,
+          -0.06925,
+          -0.10301,
+          0.61619,
+          -2.02213,
+          0.18873,
+          1.32021,
+          0.11331,
+          -1.06912,
+          1.04054,
+          -0.56964,
+          0.48491,
+          -0.31997,
+          -0.43577,
+          -0.10383,
+          0.13241,
+          0.72716,
+          0.22561,
+          -1.8013,
+          -0.5834,
+          1.47736,
+          0.68173,
+          -0.15803,
+          0.51862,
+          0.67009,
+          -0.55975,
+          -0.47093,
+          0.36937,
+          0.09319,
+          -0.04421,
+          -0.03305,
+          -0.3853,
+          0.14732,
+          -0.14121,
+          -0.42216,
+          0.07086,
+          0.34519,
+          0.01179,
+          0.0797,
+          -0.02895,
+          0.03578,
+          -0.09832,
+          0.23122,
+          -0.83131,
+          -0.35863,
+          0.38441,
+          0.57431,
+          -0.73124,
+          -0.05527,
+          1.09775,
+          0.46764,
+          -0.77888,
+          0.35446,
+          -0.39612,
+          0.84852,
+          0.01345,
+          -0.82032,
+          -0.39383,
+          -0.85403,
+          -0.369,
+          0.63674,
+          0.98012,
+          -0.00292,
+          0.87381,
+          0.06809,
+          -0.77793,
+          -0.16105,
+          1.03638,
+          1.25208,
+          1.30675,
+          -1.66039,
+          -1.93482,
+          -0.35697,
+          1.12681,
+          0.17289,
+          -1.19306,
+          0.25033,
+          -0.24157,
+          -0.30286,
+          1.24204,
+          -0.15851,
+          -0.53909,
+          -0.11187,
+          0.76385,
+          0.33722,
+          -0.88004,
+          -0.10915,
+          -0.54897,
+          0.6313,
+          -0.49856,
+          -0.11275,
+          0.52898,
+          -0.44622,
+          -1.97623,
+          1.12199,
+          0.18179,
+          1.11867,
+          -0.3543,
+          -1.01109,
+          0.20455,
+          1.13193,
+          0.02892,
+          0.19276,
+          -0.32788,
+          0.91391,
+          -0.41226,
+          -0.36654,
+          0.45616,
+          0.09359,
+          0.50438,
+          -0.73327,
+          -0.32086,
+          -0.09105,
+          0.2666,
+          1.14078,
+          -0.11946,
+          -1.19687,
+          -0.71887,
+          -1.18741,
+          0.53765,
+          0.46272,
+          0.90591,
+          0.06321,
+          -1.24247,
+          -0.40983,
+          -0.41015,
+          1.99924,
+          0.16424,
+          0.49901,
+          -0.79078,
+          1.14121,
+          -1.01368,
+          0.00756,
+          -0.79232,
+          -0.37057,
+          0.07022,
+          1.08512,
+          0.11675,
+          0.46306,
+          0.36689,
+          1.15743,
+          -2.10413,
+          -0.30009,
+          0.68241,
+          0.48485,
+          -0.18322,
+          -0.68395,
+          0.58311,
+          0.21276,
+          -0.89034,
+          -0.05455,
+          0.14902,
+          -0.54428,
+          -0.603,
+          0.59409,
+          -0.89744,
+          1.45062,
+          0.02821,
+          0.65752,
+          -0.4976,
+          0.47913,
+          -0.66725,
+          -0.85268,
+          0.86267,
+          -0.3228,
+          -0.58798,
+          0.90079,
+          -0.0915,
+          0.94197,
+          0.00909,
+          -0.29367,
+          -0.5659,
+          0.41048,
+          -0.31623,
+          -0.01235,
+          -0.30487,
+          0.22296,
+          0.10926,
+          0.02609,
+          -1.07499,
+          -0.53536,
+          1.47501,
+          -0.53585,
+          0.88891,
+          0.70457,
+          -0.80458,
+          -0.25305,
+          0.0493,
+          -1.4267,
+          0.23729,
+          -0.16726,
+          1.30737,
+          -0.47459,
+          -0.50793,
+          0.63042,
+          1.36415,
+          -1.01204,
+          -0.405,
+          1.29427,
+          -0.38297,
+          -0.45214,
+          -0.05416,
+          0.15596,
+          0.26483,
+          0.59684,
+          -0.6723,
+          -0.34533,
+          -0.05854,
+          -0.50502,
+          0.36473,
+          0.59783,
+          -0.39901,
+          0.23463,
+          -1.39273,
+          -0.66711,
+          1.42416,
+          0.40106,
+          -0.10359,
+          -1.15161,
+          0.29693,
+          0.89888,
+          0.0594,
+          -0.49091,
+          -0.80599,
+          1.10985,
+          0.40685,
+          -0.2198,
+          -0.15085,
+          -0.81375,
+          -0.12636,
+          0.59186,
+          0.49909,
+          -0.34913,
+          0.57487,
+          1.01542,
+          -0.77136,
+          -0.46978,
+          -0.59442,
+          0.31291,
+          -0.13048,
+          0.40403,
+          0.00795,
+          -0.17453,
+          -1.32896,
+          0.34569,
+          -0.27344,
+          1.43124,
+          -0.09601,
+          0.65456,
+          -0.37949,
+          -0.75003,
+          0.57097,
+          -0.3799,
+          0.1172,
+          0.99584,
+          -0.20014,
+          -0.53299,
+          -0.27539,
+          0.32173,
+          0.79567,
+          -0.8751,
+          0.0331,
+          -0.11384,
+          0.49939,
+          0.85881,
+          -1.61591,
+          0.37155,
+          -0.92742,
+          0.35745,
+          0.37634,
+          0.44331,
+          -0.24968,
+          -0.42941,
+          0.06978,
+          1.00374,
+          0.00079,
+          -0.64489,
+          -0.02841,
+          0.12723,
+          0.21236,
+          -1.2027,
+          0.89153,
+          0.80745,
+          -0.48271,
+          0.96224,
+          -0.69906,
+          -0.58793,
+          -0.10256,
+          -0.29914,
+          -1.53809,
+          0.81363,
+          1.12616,
+          -0.08869,
+          -0.15515,
+          0.67956,
+          0.93535,
+          -1.37107,
+          0.50046,
+          -1.31962,
+          1.1757,
+          0.09134,
+          -0.44788,
+          -0.09686,
+          1.29291,
+          -0.70348,
+          -0.60357,
+          0.11101,
+          0.09373,
+          -1.11785,
+          1.25515,
+          0.14938,
+          -0.38041,
+          null,
+          0.39132,
+          0.51993,
+          0.48076,
+          0.31014,
+          -1.70214,
+          -0.23261,
+          0.99031,
+          -0.93447,
+          -0.17587,
+          0.35264,
+          -0.10417,
+          -0.94986,
+          0.28197,
+          -0.5944,
+          1.36646,
+          0.32093,
+          -1.68988,
+          0.92103,
+          -0.40764,
+          0.85556,
+          -0.32458,
+          3.08061,
+          -0.79108,
+          -0.02444,
+          -1.94052,
+          0.2004,
+          0.65831,
+          0.18988,
+          0.02822,
+          -1.07681,
+          1.06813,
+          -1.79908,
+          0.62672,
+          0.23001,
+          -0.12578,
+          -0.10236,
+          0.10013,
+          -1.02943,
+          1.24388,
+          -0.21222,
+          -0.08191,
+          0.74478,
+          -0.34923,
+          0.73401,
+          -1.04764,
+          -0.1642,
+          1.4758,
+          -0.82442,
+          -0.86344,
+          0.37626,
+          0.2775,
+          1.63051,
+          -0.36716,
+          -0.24611,
+          -1.29475,
+          0.13507,
+          0.26289,
+          -0.73613,
+          -0.4021,
+          0.74028,
+          -0.03028,
+          1.13893,
+          0.40759,
+          -2.04871,
+          0.53246,
+          -0.0971,
+          0.14736,
+          -0.74978,
+          -0.56021,
+          1.25972,
+          -0.57508,
+          0.35822,
+          0.84782,
+          -1.85741,
+          1.22644,
+          -0.09872,
+          0.79339,
+          0.97014,
+          -0.99939,
+          -0.66542,
+          -0.0026,
+          1.32597,
+          -0.93963,
+          -0.1492,
+          -0.23454,
+          -0.82069,
+          0.44352,
+          -0.33041,
+          0.81023,
+          -0.10265,
+          0.24074,
+          -0.26161,
+          0.55428,
+          -0.30587,
+          -0.22753,
+          -0.0382,
+          -0.25601,
+          -0.53351,
+          0.22319,
+          0.60453,
+          0.00647,
+          -0.11441,
+          0.50697,
+          -0.24912,
+          -0.1499,
+          -0.65291,
+          -0.65512,
+          0.85333,
+          0.59422,
+          -0.13952,
+          0.43301,
+          -0.0427,
+          -0.92264,
+          -1.11608,
+          1.64841,
+          -0.08005,
+          0.46497,
+          -0.61293,
+          -0.81517,
+          1.04318,
+          -0.1326,
+          0.08942,
+          1.13361,
+          -0.69523,
+          -0.39521,
+          0.55154,
+          -0.86123,
+          -0.49356,
+          1.61334,
+          -0.81008,
+          -0.32701,
+          -0.22481,
+          1.9604,
+          -1.06907,
+          -0.33951,
+          0.6657,
+          -0.1326,
+          -0.25872,
+          -0.0691,
+          -0.20529,
+          0.36376,
+          -0.58774,
+          0.89804,
+          -1.08271,
+          0.40865,
+          0.15283,
+          0.72219,
+          0.18668,
+          -0.6405,
+          -0.4212,
+          0.4008,
+          1.26581,
+          0.38766,
+          0.26209,
+          -2.31636,
+          0.1396,
+          0.2597,
+          1.14477,
+          -2.14408,
+          0.6,
+          0.0393,
+          1.8694,
+          -0.74147,
+          -1.08971,
+          -0.07751,
+          -0.01868,
+          -0.08211,
+          0.17314,
+          0.18417,
+          -0.25652,
+          -0.28309,
+          -0.68861,
+          0.94915,
+          0.09696,
+          -0.07441,
+          0.05235,
+          -0.27048,
+          1.36223,
+          -0.6203,
+          -0.5238,
+          0.52279,
+          -0.45786,
+          -0.30632,
+          0.10655,
+          0.13484,
+          0.05742,
+          0.09635,
+          0.56471,
+          -1.02209,
+          0.30361,
+          0.30507,
+          0.24012,
+          -1.01619,
+          0.38564,
+          0.08537,
+          0.26819,
+          -0.46968,
+          0.36066,
+          -0.33471,
+          0.17555,
+          -0.01794,
+          -0.642,
+          0.70509,
+          0.592,
+          -0.63715,
+          -0.43911,
+          1.97333,
+          0.44114,
+          -0.58361,
+          -1.39175,
+          -0.00804,
+          -0.96087,
+          0.54156,
+          0.50602,
+          -0.07867,
+          0.591,
+          1.07787,
+          0.14157,
+          -0.5333,
+          -1.27714,
+          0.05189,
+          -0.69802,
+          0.67779,
+          -0.88137,
+          0.8497,
+          0.15146,
+          -0.50011,
+          1.09793,
+          0.24973,
+          -0.99901,
+          0.02726,
+          0.46202,
+          -0.37359,
+          0.51171,
+          -0.62739,
+          0.54512,
+          0.77448,
+          0.62753,
+          -1.01884,
+          -0.9283,
+          -0.00504,
+          0.25262,
+          0.40582,
+          -1.56227,
+          0.90887,
+          -0.05277,
+          -0.06158,
+          -0.24706,
+          -0.63539,
+          0.99681,
+          0.02156,
+          0.90835,
+          -0.14973,
+          -0.23241,
+          -0.54777,
+          -0.08468,
+          1.6254,
+          -1.50417,
+          -0.78953,
+          0.75297,
+          -0.27558,
+          0.54505,
+          -0.18992,
+          -0.08359,
+          0.00404,
+          0.35478,
+          -1.71339,
+          -0.72622,
+          2.15665,
+          -0.07182,
+          0.03968,
+          1.84836,
+          -0.95265,
+          -0.7241,
+          -0.21129,
+          -0.70385,
+          -1.60852,
+          1.03406,
+          0.91937,
+          0.35894,
+          -0.23313,
+          -0.01015,
+          0.21976,
+          0.70544,
+          -0.68194,
+          0.63631,
+          0.15219,
+          -1.98847,
+          1.22111,
+          -0.02114,
+          -0.51072,
+          0.23865,
+          0.01383,
+          -0.00168,
+          0.25992,
+          0.35229,
+          1.19098,
+          -0.24955,
+          1.11375,
+          -2.40747,
+          0.1101,
+          1.30659,
+          -0.1569,
+          -2.11705,
+          0.85724,
+          -0.62186,
+          0.32282,
+          -0.15448,
+          1.00765,
+          -0.55413,
+          -0.30672,
+          0.37339,
+          0.03532,
+          0.68028,
+          -0.78226,
+          0.43703,
+          -0.55149,
+          -0.00575,
+          -0.50975,
+          0.62996,
+          0.10019,
+          -0.09663,
+          0.3362,
+          0.18889,
+          -0.52865,
+          -0.85756,
+          0.42955,
+          1.43546,
+          -0.31305,
+          -0.69441,
+          0.82573,
+          0.03761,
+          -1.40707,
+          0.31649,
+          0.22724,
+          0.58754,
+          -0.57149,
+          -0.12367,
+          -0.02703,
+          0.13465,
+          -0.22739,
+          -0.30223,
+          0.25918,
+          0.84852,
+          -0.57808,
+          0.19099,
+          0.5995,
+          -0.15362,
+          -1.00939,
+          0.37253,
+          -0.22963,
+          -1.26367,
+          1.54576,
+          -0.22567,
+          0.17322,
+          -0.26374,
+          1.34198,
+          1.14414,
+          -1.08837,
+          -1.134,
+          0.33887,
+          -0.64165,
+          -0.53401,
+          1.07612,
+          -0.23934,
+          0.03616,
+          -0.08974,
+          -0.55954,
+          0.10963,
+          0.50349,
+          0.28038,
+          -0.21558,
+          -0.21177,
+          -0.22626,
+          0.37324,
+          0.13993,
+          -1.21073,
+          0.09462,
+          0.90781,
+          0.06837,
+          0.71302,
+          -0.24235,
+          1.5442,
+          -1.26917,
+          -0.7457,
+          -0.44424,
+          1.33725,
+          -0.42611,
+          -0.31419,
+          -0.15271,
+          -0.54297,
+          -0.0125,
+          1.57304,
+          -1.49946,
+          0.48189,
+          -0.34376,
+          0.47087,
+          0.77937,
+          -0.06475,
+          -0.84173,
+          0.15567,
+          1.3607,
+          1.00069,
+          -1.54865,
+          -0.96841,
+          0.23458,
+          -0.54366,
+          -0.82191,
+          0.44939,
+          0.6816,
+          0.38879,
+          0.68434,
+          -1.8517,
+          -0.39098,
+          1.16955,
+          0.61421,
+          0.54408,
+          -0.25214,
+          -0.30966,
+          -0.59648,
+          -0.28358,
+          -0.909,
+          0.23213,
+          0.72027,
+          0.24017,
+          -0.04116,
+          -1.08918,
+          -0.16361,
+          0.42379,
+          0.87016,
+          -0.12039,
+          0.70176,
+          -0.55833,
+          0.24113,
+          -0.26417,
+          0.09191,
+          -0.14335,
+          1.07524,
+          -1.20516,
+          0.18137,
+          0.48309,
+          -1.15733,
+          0.92515,
+          -0.98859,
+          0.73768,
+          0.11536,
+          -0.19911,
+          -1.41312,
+          1.23352,
+          0.26336,
+          0.33386,
+          0.0345,
+          0.24936,
+          -0.24517,
+          -0.37255,
+          -0.01136,
+          0.39901,
+          1.2588,
+          -0.30868,
+          -1.33777,
+          0.68103,
+          0.27019,
+          -1.03199,
+          0.49865,
+          -0.41788,
+          0.01445,
+          1.38287,
+          -1.19261,
+          0.93305,
+          -1.13776,
+          -0.26736,
+          1.00222,
+          -0.64817,
+          0.00705,
+          -0.09375,
+          0.08829,
+          -0.29217,
+          1.25319,
+          -0.49433,
+          -0.55498,
+          0.43128,
+          0.00942,
+          -0.25439,
+          -1.19409,
+          1.00777,
+          0.02305,
+          -0.1507,
+          1.29861,
+          -2.05281,
+          0.88185,
+          -0.05881,
+          0.20519,
+          0.41306,
+          -0.40397,
+          -0.15547,
+          -0.15785,
+          0.09226,
+          0.07414,
+          -0.59338,
+          0.58483,
+          null,
+          0.27884,
+          0.24952,
+          0.37794,
+          -1.18868,
+          0.28238,
+          -0.2175,
+          0.73787,
+          0.54358,
+          -1.0879,
+          0.02395,
+          -0.67709,
+          1.14659,
+          -1.12593,
+          0.80986,
+          -0.15342,
+          0.67075,
+          1.65598,
+          -2.12377,
+          0.28228,
+          -0.48524,
+          -0.0328,
+          -1.59886,
+          -0.42322,
+          -0.22417,
+          2.27905,
+          -0.07338,
+          -1.2609,
+          0.92645,
+          -0.56501,
+          0.97284,
+          -0.17059,
+          0.70364,
+          0.847,
+          -0.06742,
+          -1.31263,
+          0.45536,
+          -2.1899,
+          0.05099,
+          -0.28863,
+          1.97219,
+          0.00051,
+          -0.40348,
+          -0.54697,
+          -0.20593,
+          1.15587,
+          -0.37053,
+          -0.64669,
+          0.45432,
+          0.70888,
+          -0.14598,
+          -0.1077,
+          1.05435,
+          -1.03389,
+          -0.69743,
+          0.78467,
+          0.2472,
+          -1.3189,
+          1.53812,
+          -0.68548,
+          0.21907,
+          -0.40836,
+          0.74686,
+          -0.52139,
+          0.14513,
+          0.03776,
+          0.77836,
+          -0.10679,
+          -0.53245,
+          0.39968,
+          -0.5388,
+          -0.54786,
+          -0.14081,
+          0.37707,
+          0.49755,
+          -0.18596,
+          0.14358,
+          -0.57955,
+          0.44859,
+          -0.02199,
+          0.00937,
+          0.31041,
+          -0.26422,
+          0.48297,
+          -1.04119,
+          0.51203,
+          0.93801,
+          -0.34741,
+          -0.19268,
+          -0.00127,
+          -0.39665,
+          0.06201,
+          0.31152,
+          1.58438,
+          -0.30105,
+          -1.65686,
+          0.52545,
+          1.5165,
+          -0.43832,
+          -2.15934,
+          0.55572,
+          -0.22761,
+          0.60235,
+          0.1799,
+          -0.6127,
+          0.05805,
+          0.56554,
+          1.52576,
+          -0.279,
+          -1.29558,
+          -0.51673,
+          -0.95269,
+          -0.65846,
+          0.67499,
+          0.66638,
+          0.26978,
+          0.10523,
+          -0.64862,
+          -0.89003,
+          0.63423,
+          0.79919,
+          -0.521,
+          1.1335,
+          0.11263,
+          0.04938,
+          -0.77451,
+          0.31559,
+          -0.43317,
+          0.20099,
+          -0.04665,
+          -0.03676,
+          0.59036,
+          0.56099,
+          -0.22603,
+          -0.88892,
+          -0.0364,
+          0.27943,
+          1.73671,
+          -0.19051,
+          -1.35877,
+          -0.46686,
+          0.951,
+          -0.44482,
+          -0.59796,
+          -0.24578,
+          0.33757,
+          -0.09341,
+          -1.01035,
+          1.00436,
+          0.28026,
+          -0.18086,
+          0.20383,
+          -1.10526,
+          0.47002,
+          0.28573,
+          0.14568,
+          -0.1668,
+          -0.66461,
+          -1.14095,
+          1.35147,
+          0.62088,
+          0.04149,
+          0.06286,
+          0.54557,
+          -0.66389,
+          0.01397,
+          0.14481,
+          -1.18265,
+          -0.01841,
+          0.75306,
+          0.30319,
+          -0.15399,
+          -1.21309,
+          2.57285,
+          0.30519,
+          -1.51097,
+          0.28167,
+          0.12513,
+          -1.6516,
+          1.08949,
+          0.15531,
+          0.01946,
+          -2.078,
+          1.74761,
+          -0.93727,
+          1.2482,
+          -0.04327,
+          0.55689,
+          -1.61968,
+          -0.62553,
+          1.73159,
+          -0.31378,
+          0.90104,
+          0.68714,
+          -1.25283,
+          -0.02157,
+          0.52617,
+          -0.7826,
+          -1.23651,
+          -0.15635,
+          1.64929,
+          0.06596,
+          -0.33135,
+          -0.01742,
+          -0.37437,
+          0.65718,
+          0.25167,
+          -1.96555,
+          0.50263,
+          1.35695,
+          -0.1457,
+          -0.11824,
+          1.80707,
+          -0.45683,
+          -0.04272,
+          -1.18929,
+          0.56552,
+          1.88842,
+          -1.91889,
+          0.10732,
+          -0.64238,
+          0.50188,
+          -0.53379,
+          1.10285,
+          -1.70417,
+          0.63323,
+          -0.06845,
+          0.13244,
+          0.07912,
+          0.24912,
+          -0.39222,
+          0.08011,
+          0.59461,
+          -0.06069,
+          -1.37183,
+          0.75781,
+          -0.12234,
+          0.1502,
+          -0.78984,
+          1.93426,
+          -1.17228,
+          -0.40965,
+          -0.43344,
+          2.58914,
+          0.46278,
+          -2.20883,
+          0.07761,
+          0.19052,
+          -3.17139,
+          1.46622,
+          1.43704,
+          0.19147,
+          -0.0863,
+          -0.36119,
+          -0.14044,
+          0.39646,
+          -0.74605,
+          -0.77342,
+          1.7192,
+          -0.11363,
+          -0.0861,
+          0.5628,
+          0.5546,
+          0.98741,
+          -0.57163,
+          -1.53318,
+          -0.14991,
+          -0.24134,
+          -0.19241,
+          1.482,
+          -0.89833,
+          -1.06669,
+          0.01857,
+          -0.32564,
+          -0.33693,
+          1.71069,
+          0.35225,
+          0.06448,
+          1.24428,
+          -0.78296,
+          -0.87805,
+          -0.58254,
+          -0.05068,
+          -0.06125,
+          -0.09316,
+          0.78764,
+          0.04621,
+          1.42713,
+          0.22696,
+          -0.89752,
+          -0.80278,
+          0.14772,
+          0.46555,
+          -1.59539,
+          -0.69898,
+          1.68111,
+          0.08068,
+          2.36111,
+          -1.37391,
+          -2.10833,
+          1.04046,
+          0.3644,
+          -0.09205,
+          0.63843,
+          -0.03716,
+          -0.87363,
+          0.65983,
+          -0.55885,
+          0.772,
+          -0.18465,
+          -0.68833,
+          0.1531,
+          -0.52635,
+          1.07837,
+          -0.83151,
+          0.12638,
+          0.12922,
+          0.40124,
+          -0.45699,
+          1.13575,
+          -1.20923,
+          -0.05595,
+          -0.47015,
+          0.28044,
+          1.12382,
+          -0.87817,
+          -0.09118,
+          -0.54408,
+          0.54401,
+          -0.35257,
+          0.44382,
+          0.12108,
+          -1.06538,
+          -0.95588,
+          3.20045,
+          -1.30026,
+          -0.1758,
+          -1.13989,
+          0.77519,
+          1.54655,
+          -1.00606,
+          0.15792,
+          0.39824,
+          -0.78762,
+          1.76596,
+          -1.5345,
+          -0.32402,
+          0.46782,
+          -0.30674,
+          0.74868,
+          -0.58575,
+          0.19702,
+          0.04434,
+          0.14278,
+          -0.32592,
+          -0.05822,
+          0.03373,
+          0.07105,
+          1.40438,
+          -1.00086,
+          -0.50829,
+          0.38082,
+          -2.1592,
+          0.24474,
+          0.31439,
+          1.21925,
+          0.24085,
+          0.24972,
+          0.37482,
+          -0.68722,
+          -0.17817,
+          -0.12014,
+          -0.61616,
+          0.71667,
+          0.00167,
+          0.01796,
+          0.08813,
+          0.45617,
+          0.13892,
+          0.46225,
+          -1.14547,
+          -0.001,
+          -0.51084,
+          0.89355,
+          0.23129,
+          -0.613,
+          0.56062,
+          -1.39259,
+          0.64428,
+          0.38693,
+          -0.19923,
+          0.18052,
+          -0.54652,
+          0.31177,
+          0.49913,
+          -0.4449,
+          -0.06883,
+          0.50449,
+          -0.14348,
+          -0.1634,
+          -0.12877,
+          -0.92182,
+          1.22269,
+          0.27498,
+          -0.71754,
+          0.14168,
+          0.01526,
+          -0.96088,
+          -0.95704,
+          1.90651,
+          -0.00385,
+          -0.17263,
+          -1.00352,
+          -0.13526,
+          0.01398,
+          1.29742,
+          -0.3638,
+          0.7378,
+          -0.97745,
+          -0.74356,
+          1.34701,
+          0.41266,
+          0.87804,
+          0.38986,
+          -0.18335,
+          -1.49721,
+          -0.3553,
+          0.48895,
+          0.06081,
+          0.55947,
+          -0.75392,
+          -0.28201,
+          0.38147,
+          -0.57166,
+          0.39976,
+          0.07244,
+          -0.42651,
+          0.67085,
+          -0.65601,
+          0.42303,
+          -0.01135,
+          -0.44173,
+          0.19265,
+          -0.27674,
+          0.10166,
+          0.42415,
+          -0.02855,
+          0.25623,
+          -0.1328,
+          -0.53525,
+          0.44037,
+          -0.27823,
+          0.06766,
+          -1.24521,
+          0.28307,
+          1.1727,
+          -0.4248,
+          -1.30931,
+          0.06357,
+          0.86684,
+          0.8037,
+          0.26542,
+          -0.01054,
+          -0.2489,
+          0.12696,
+          -0.13293,
+          -0.06188,
+          -0.661,
+          0.59984,
+          0.64948,
+          -0.52643,
+          0.30037,
+          0.83227,
+          -0.13672,
+          0.09393,
+          -1.08984,
+          0.51451,
+          -0.01802,
+          -0.79339,
+          0.38134,
+          -0.08444,
+          -0.35231,
+          -1.2587,
+          1.61609,
+          -0.33465,
+          0.32957,
+          -0.4368,
+          1.25045,
+          0.09372,
+          -0.17587,
+          -0.73149,
+          0.09941,
+          -0.45279,
+          0.43595,
+          -0.6895,
+          0.60692,
+          -0.19198,
+          -1.14009,
+          -0.05936,
+          -0.29682,
+          1.68826,
+          null,
+          0.2761,
+          -1.04259,
+          -0.4749,
+          1.14408,
+          0.09731,
+          -0.19437,
+          -0.83643,
+          -0.33537,
+          0.12335,
+          1.24282,
+          0.28087,
+          -0.69079,
+          -1.39403,
+          0.84212,
+          0.96183,
+          0.38225,
+          -0.74016,
+          -1.82429,
+          0.84413,
+          1.33807,
+          -0.20835,
+          -0.82892,
+          -0.39541,
+          0.27348,
+          1.1592,
+          -0.30094,
+          1.05769,
+          -1.20047,
+          0.06335,
+          0.38038,
+          -0.67564,
+          1.82189,
+          0.54927,
+          -0.8469,
+          -0.84862,
+          -0.11169,
+          0.84052,
+          1.1144,
+          -2.035,
+          0.19178,
+          0.55174,
+          -1.65866,
+          0.5085,
+          -0.12428,
+          0.7227,
+          0.00874,
+          0.24148,
+          0.25742,
+          0.05506,
+          -0.56269,
+          0.40329,
+          -0.9433,
+          0.36348,
+          1.10152,
+          -0.92499,
+          0.13854,
+          -0.5287,
+          0.60901,
+          0.10075,
+          -0.3196,
+          0.19438,
+          -0.40358,
+          0.27198,
+          1.09458,
+          -1.15735,
+          -0.23097,
+          -0.8303,
+          1.18838,
+          -1.10325,
+          0.97616,
+          0.08251,
+          0.27251,
+          -0.07562,
+          0.23343,
+          -0.51283,
+          -0.16528,
+          1.87026,
+          -0.3341,
+          -1.86818,
+          0.49731,
+          -0.3308,
+          -1.01249,
+          -0.45798,
+          1.44582,
+          0.35545,
+          0.02954,
+          -1.08383,
+          1.50699,
+          -0.98399,
+          0.53129,
+          -0.18441,
+          -0.48398,
+          0.33532,
+          0.0545,
+          0.27858,
+          -0.61886,
+          -0.54631,
+          0.47627,
+          0.47928,
+          0.20963,
+          -0.50772,
+          0.06966,
+          1.12078,
+          0.41336,
+          -1.09608,
+          -0.15915,
+          0.49159,
+          2.13863,
+          -1.541,
+          -0.93006,
+          -0.11908,
+          0.11859,
+          -0.11005,
+          -0.15724,
+          0.26778,
+          -0.274,
+          -0.74878,
+          -0.15497,
+          0.88642,
+          0.29132,
+          0.21408,
+          0.84063,
+          0.42984,
+          -0.98716,
+          -0.49738,
+          0.10175,
+          0.00581,
+          -0.19651,
+          0.82341,
+          -0.73446,
+          -0.36648,
+          0.29382,
+          0.30405,
+          0.51609,
+          -0.74748,
+          -0.18046,
+          0.49371,
+          -0.94531,
+          -0.17434,
+          0.80639,
+          -0.67397,
+          0.63649,
+          -0.11384,
+          1.23118,
+          -1.07986,
+          0.32753,
+          0.16209,
+          -0.69652,
+          1.59105,
+          -1.38415,
+          -0.19086,
+          0.45594,
+          -1.59501,
+          0.95411,
+          0.37583,
+          0.1704,
+          -1.0326,
+          -0.34131,
+          1.91756,
+          -0.71406,
+          0.08875,
+          -0.27816,
+          0.30118,
+          0.19889,
+          -0.31066,
+          0.23216,
+          -0.59172,
+          -0.63071,
+          0.82287,
+          0.16741,
+          -0.00445,
+          -0.26683,
+          0.68622,
+          0.36643,
+          -0.78136,
+          -0.30591,
+          -0.60563,
+          -0.53797,
+          1.21096,
+          0.23855,
+          -0.45277,
+          0.10655,
+          -0.33287,
+          -1.14894,
+          1.82804,
+          0.02515,
+          -0.39549,
+          -0.97858,
+          0.28532,
+          1.06361,
+          -0.29999,
+          0.50968,
+          0.0744,
+          0.15815,
+          -0.44223,
+          0.29143,
+          -0.49169,
+          0.49288,
+          -1.2614,
+          0.96878,
+          0.12209,
+          -0.23829,
+          -0.91343,
+          2.15977,
+          -1.13014,
+          0.49013,
+          -0.40865,
+          0.15838,
+          0.00152,
+          -0.24139,
+          -1.12693,
+          -0.36337,
+          0.42795,
+          -0.23585,
+          1.29819,
+          0.24455,
+          -0.46678,
+          -0.40926,
+          -1.491,
+          2.12249,
+          -0.19465,
+          -0.87527,
+          -0.08863,
+          1.49029,
+          -0.33174,
+          0.1382,
+          -0.13474,
+          -0.02941,
+          1.19526,
+          -1.16932,
+          -0.08376,
+          -1.83033,
+          1.39968,
+          -0.15548,
+          0.66989,
+          -1.19305,
+          0.81899,
+          -1.12638,
+          0.94651,
+          0.55393,
+          0.61392,
+          1.61066,
+          -1.13317,
+          -1.66368,
+          0.57227,
+          -0.37386,
+          0.31082,
+          -0.43799,
+          0.38906,
+          0.11196,
+          -0.28685,
+          0.46329,
+          0.83886,
+          -0.87569,
+          -0.13961,
+          -0.35265,
+          1.12054,
+          -0.41484,
+          -0.37436,
+          0.02131,
+          0.33037,
+          -0.13601,
+          -1.01581,
+          1.14654,
+          -0.32509,
+          0.29267,
+          -2.15658,
+          -0.80731,
+          1.70259,
+          0.96864,
+          -0.19138,
+          0.62074,
+          -0.53916,
+          1.76173,
+          -1.65193,
+          0.32837,
+          0.16776,
+          -0.13871,
+          -0.30053,
+          -0.05689,
+          -0.6144,
+          0.18969,
+          0.36088,
+          -1.46123,
+          1.52505,
+          -0.0928,
+          1.92709,
+          -3.14547,
+          0.29638,
+          1.0148,
+          0.41015,
+          0.81462,
+          -0.70259,
+          -0.00869,
+          -0.51349,
+          -0.7087,
+          0.464,
+          0.04128,
+          0.37647,
+          -0.17306,
+          -0.15938,
+          -0.64286,
+          -1.19948,
+          2.86717,
+          -0.86545,
+          -0.57097,
+          -0.26132,
+          0.90096,
+          -0.6071,
+          0.53843,
+          0.42431,
+          -1.06176,
+          0.34651,
+          -0.52742,
+          0.81836,
+          -0.08456,
+          0.06375,
+          -0.11856,
+          0.92796,
+          -0.78859,
+          -0.21755,
+          -0.31564,
+          0.18231,
+          -1.18003,
+          1.53091,
+          0.37071,
+          -1.1709,
+          -0.30236,
+          1.09287,
+          0.00967,
+          0.10977,
+          -1.72694,
+          0.04159,
+          1.54894,
+          0.02665,
+          -0.54668,
+          -0.1114,
+          -0.40728,
+          -0.38155,
+          1.44691,
+          0.55267,
+          0.60186,
+          0.54597,
+          -0.81955,
+          -0.88095,
+          0.46414,
+          -0.61922,
+          -0.35693,
+          0.65877,
+          -0.14676,
+          0.16426,
+          0.27767,
+          -0.91765,
+          0.73841,
+          -0.26269,
+          0.0767,
+          -0.70568,
+          -1.08416,
+          1.23716,
+          0.47597,
+          -0.11444,
+          -0.01302,
+          0.24205,
+          0.59184,
+          -0.70642,
+          -0.14172,
+          0.99885,
+          0.4978,
+          -0.32431,
+          -1.03062,
+          0.22276,
+          -1.51841,
+          0.27579,
+          0.65045,
+          0.36941,
+          0.17691,
+          0.57332,
+          -1.62004,
+          1.42854,
+          -0.55872,
+          -0.35902,
+          -0.36155,
+          1.0972,
+          0.79033,
+          -1.16697,
+          0.27561,
+          -1.07873,
+          0.88298,
+          -0.01718,
+          -0.06269,
+          -0.21993,
+          -2.96351,
+          2.03909,
+          0.78175,
+          0.3626,
+          0.2958,
+          0.06252,
+          0.35903,
+          -1.27259,
+          0.55524,
+          0.26366,
+          -0.08864,
+          -0.02535,
+          -0.91573,
+          0.76606,
+          -0.45277,
+          0.10032,
+          -0.56446,
+          0.53873,
+          0.37818,
+          -0.00554,
+          0.75427,
+          0.04477,
+          -1.39228,
+          0.59878,
+          -0.29216,
+          -1.26759,
+          0.55232,
+          0.20834,
+          0.79909,
+          -0.14497,
+          -0.51798,
+          0.64379,
+          -0.81985,
+          0.83899,
+          -0.43773,
+          1.18818,
+          -0.91561,
+          0.28293,
+          -0.11777,
+          -0.08148,
+          0.50068,
+          -0.32158,
+          0.91953,
+          -1.01717,
+          0.25953,
+          -1.57607,
+          -1.19136,
+          0.87113,
+          1.63676,
+          0.37033,
+          0.43415,
+          -0.85816,
+          0.15101,
+          -0.09733,
+          -0.23828,
+          -0.45206,
+          0.57637,
+          -0.25995,
+          0.37392,
+          -0.53939,
+          -0.56474,
+          0.61332,
+          0.23403,
+          0.25679,
+          -0.20374,
+          0.72273,
+          -0.70338,
+          -0.51,
+          0.69439,
+          0.09893,
+          -1.606,
+          0.28922,
+          1.92281,
+          -0.70496,
+          -0.25205,
+          -0.05707,
+          -0.39031,
+          -0.31226,
+          1.01169,
+          -0.03611,
+          0.30256,
+          0.42331,
+          -0.34576,
+          -0.34401,
+          -0.41173,
+          -0.18351,
+          0.33571,
+          -0.32155,
+          0.58108,
+          -0.01935,
+          1.4522,
+          1.39153,
+          0.18329,
+          -3.00767,
+          0.17024,
+          1.18124,
+          -1.24283,
+          0.02353,
+          -0.13219,
+          0.46287,
+          0.28962,
+          -0.49347,
+          -0.22877,
+          -0.03025,
+          -0.25978,
+          0.5903,
+          0.17633,
+          1.02435,
+          -1.5312,
+          null,
+          0.02485,
+          -1.27804,
+          0.35738,
+          0.7431,
+          0.15272,
+          -0.96499,
+          -1.17831,
+          1.6613,
+          0.95621,
+          -0.47421,
+          0.58382,
+          -2.02271,
+          0.20525,
+          0.16448,
+          1.06916,
+          -0.33288,
+          -0.12502,
+          0.10201,
+          0.33109,
+          0.02479,
+          0.08729,
+          0.04487,
+          0.4191,
+          -1.95688,
+          1.40562,
+          -0.1937,
+          1.77466,
+          -1.40763,
+          -0.4066,
+          0.23327,
+          0.56196,
+          -0.12439,
+          0.75536,
+          -0.80403,
+          -0.3889,
+          0.16359,
+          1.18032,
+          1.00686,
+          -0.98105,
+          -1.36972,
+          -0.02883,
+          -0.90123,
+          1.61519,
+          0.74973,
+          -1.43486,
+          -0.72472,
+          2.2729,
+          0.37759,
+          0.21574,
+          -2.14151,
+          -0.40777,
+          0.59189,
+          0.52667,
+          0.37065,
+          -1.08144,
+          0.40721,
+          -1.30218,
+          0.12479,
+          0.80927,
+          -0.03909,
+          0.67291,
+          -0.7549,
+          1.19118,
+          -1.03225,
+          -0.07694,
+          -0.14026,
+          -0.89651,
+          0.59416,
+          -0.33836,
+          0.78097,
+          0.0574,
+          0.4713,
+          0.24482,
+          -1.07196,
+          0.29845,
+          0.49668,
+          -0.31899,
+          1.49966,
+          -1.88572,
+          0.20838,
+          -0.48334,
+          -0.06163,
+          -1.06418,
+          -0.34625,
+          1.9554,
+          0.41717,
+          0.44472,
+          -0.25708,
+          -0.10654,
+          -0.49826,
+          -0.3149,
+          0.15605,
+          1.87302,
+          -0.39628,
+          -1.31789,
+          0.0635,
+          -0.76153,
+          -0.55847,
+          1.04134,
+          0.21515,
+          -0.41671,
+          0.65953,
+          -0.19176,
+          -0.18552,
+          0.13447,
+          -0.6782,
+          1.15702,
+          -1.07123,
+          0.55696,
+          0.03544,
+          -0.28161,
+          -0.6561,
+          1.25997,
+          -0.36008,
+          0.03782,
+          0.13259,
+          -0.18617,
+          -0.88667,
+          0.54825,
+          0.392,
+          -0.75162,
+          0.06128,
+          -1.14689,
+          1.67519,
+          0.16204,
+          0.24636,
+          0.03458,
+          -1.32967,
+          -0.48091,
+          1.52963,
+          -0.10329,
+          0.33305,
+          -0.87284,
+          -0.15845,
+          0.80153,
+          0.40497,
+          -0.2334,
+          -0.02608,
+          0.46602,
+          -0.61152,
+          -0.31476,
+          -0.50283,
+          1.10994,
+          -0.80162,
+          0.50927,
+          -0.41369,
+          0.37569,
+          -0.44496,
+          1.17806,
+          -0.69511,
+          -0.34645,
+          -0.32034,
+          1.34888,
+          -0.14934,
+          -0.53275,
+          -0.03155,
+          -0.12392,
+          1.28001,
+          -0.53772,
+          -0.58683,
+          -0.36854,
+          0.40994,
+          -0.67637,
+          -0.48221,
+          1.11717,
+          0.36908,
+          -0.61717,
+          -0.09231,
+          0.92277,
+          -0.58237,
+          -0.67504,
+          -0.191,
+          -0.48299,
+          -0.14135,
+          1.49037,
+          -0.49323,
+          0.53961,
+          -0.02496,
+          0.12446,
+          -0.14588,
+          0.38942,
+          0.8869,
+          -0.47412,
+          0.49012,
+          -1.29232,
+          0.00503,
+          -0.44564,
+          1.04306,
+          -0.5612,
+          -0.04124,
+          0.62651,
+          -0.27022,
+          -0.89131,
+          -0.40488,
+          0.9399,
+          -0.13927,
+          -1.07061,
+          -0.00391,
+          1.28688,
+          -0.0731,
+          0.02357,
+          -1.07359,
+          0.84078,
+          0.29494,
+          -0.0857,
+          -0.57798,
+          1.26533,
+          -1.14621,
+          -0.17571,
+          0.63457,
+          0.23766,
+          0.57707,
+          0.58187,
+          -0.48784,
+          -0.90877,
+          0.21281,
+          0.04352,
+          0.34913,
+          -0.39363,
+          -0.21182,
+          0.58286,
+          -0.12925,
+          0.68354,
+          -1.0515,
+          -0.08565,
+          -0.51145,
+          0.99741,
+          0.16204,
+          -1.07297,
+          0.42498,
+          -0.23593,
+          0.00728,
+          -0.01981,
+          -0.49381,
+          0.74228,
+          0.07958,
+          -0.51506,
+          1.03133,
+          -0.62896,
+          0.03311,
+          0.51376,
+          -0.2435,
+          -1.1666,
+          -0.27002,
+          1.16636,
+          -0.1534,
+          0.82202,
+          0.81087,
+          -1.39836,
+          -0.08114,
+          -0.15232,
+          0.39776,
+          0.39829,
+          -1.06495,
+          0.42122,
+          0.48763,
+          0.05364,
+          -0.24483,
+          0.77734,
+          -1.07378,
+          -0.32256,
+          -0.51797,
+          -0.42709,
+          -0.57448,
+          1.84209,
+          0.30729,
+          1.35421,
+          -0.20669,
+          -0.89878,
+          -0.55603,
+          0.00066,
+          -1.42357,
+          1.26796,
+          1.31186,
+          -1.15691,
+          0.19942,
+          -0.07933,
+          -1.24847,
+          0.72257,
+          0.40582,
+          -0.59809,
+          0.21887,
+          0.93541,
+          0.37481,
+          -0.93101,
+          -0.19136,
+          -0.81972,
+          0.58424,
+          1.51238,
+          -1.08553,
+          -0.81181,
+          -0.06579,
+          -0.51946,
+          -0.52555,
+          1.9226,
+          -0.22282,
+          -0.12024,
+          0.22075,
+          -0.33183,
+          0.45415,
+          -0.49946,
+          1.30063,
+          0.21352,
+          -0.27456,
+          -0.74012,
+          -0.12475,
+          -0.0099,
+          1.10183,
+          -0.78685,
+          -0.18033,
+          -0.26544,
+          -0.89337,
+          0.74474,
+          -0.00817,
+          0.42224,
+          0.14522,
+          -0.88544,
+          0.69849,
+          -0.25709,
+          0.29881,
+          -0.79173,
+          -1.75933,
+          1.35893,
+          0.09207,
+          1.10005,
+          0.61277,
+          -0.53704,
+          -0.61899,
+          0.25112,
+          0.29214,
+          -0.88837,
+          -2.01892,
+          0.74701,
+          0.68655,
+          1.47375,
+          -0.83447,
+          0.98278,
+          -0.1233,
+          1.9573,
+          -1.98232,
+          0.163,
+          -2.42084,
+          2.33175,
+          0.1051,
+          -0.17901,
+          -0.84669,
+          1.02682,
+          0.75785,
+          -0.59744,
+          -0.34053,
+          0.22127,
+          -1.36967,
+          2.84355,
+          0.20888,
+          -1.90403,
+          0.1356,
+          -0.25025,
+          1.57363,
+          0.2469,
+          -1.70587,
+          0.36263,
+          -1.13022,
+          -0.20598,
+          -0.10253,
+          1.0761,
+          0.07107,
+          0.89032,
+          -1.25921,
+          -0.28998,
+          0.5878,
+          -0.43331,
+          0.85461,
+          -0.38102,
+          -1.53833,
+          1.49803,
+          0.10177,
+          0.18547,
+          0.34792,
+          -0.23338,
+          -0.40177,
+          -0.01023,
+          -0.61683,
+          0.88486,
+          -1.42536,
+          1.16756,
+          -0.07074,
+          -0.61781,
+          1.07257,
+          0.81821,
+          -1.20223,
+          -0.289,
+          0.21377,
+          -1.08383,
+          0.58343,
+          0.57563,
+          0.34788,
+          0.41454,
+          0.37321,
+          -0.32475,
+          -0.81087,
+          0.01094,
+          -0.54294,
+          -0.91842,
+          0.58434,
+          0.86608,
+          0.54154,
+          -0.67533,
+          0.25215,
+          -0.36617,
+          0.24781,
+          0.39053,
+          -0.46999,
+          1.15111,
+          -1.12613,
+          0.05448,
+          0.21559,
+          -1.13466,
+          0.10903,
+          2.23863,
+          -1.42859,
+          -0.99048,
+          1.26714,
+          -0.29631,
+          0.97585,
+          -0.9562,
+          -0.17341,
+          0.24326,
+          -0.51157,
+          -1.11071,
+          1.55243,
+          -0.19386,
+          -0.72636,
+          0.24444,
+          0.23632,
+          0.43947,
+          -0.1447,
+          0.05282,
+          -0.13334,
+          0.29482,
+          -0.0696,
+          0.07358,
+          -0.24036,
+          -0.02655,
+          1.64836,
+          -1.45503,
+          -0.12743,
+          -2.35617,
+          0.64671,
+          0.72296,
+          1.11393,
+          -0.39352,
+          -0.36333,
+          1.18981,
+          -1.05382,
+          0.62086,
+          0.30081,
+          0.54968,
+          -0.62506,
+          -0.70445,
+          0.47902,
+          -0.01579,
+          0.12874,
+          0.40413,
+          -0.87077,
+          0.3537,
+          -1.05676,
+          0.33438,
+          -0.37205,
+          1.26064,
+          -0.16622,
+          0.48022,
+          0.8082,
+          -0.58141,
+          -0.37996,
+          -0.32705,
+          -0.32822,
+          -0.91408,
+          0.87318,
+          -0.76459,
+          1.1337,
+          -0.27246,
+          -1.13439,
+          1.56584,
+          -1.11374,
+          0.95476,
+          -0.68334,
+          -1.83272,
+          0.53349,
+          2.54527,
+          -0.5627,
+          -1.00449,
+          -0.79464,
+          1.50999,
+          -0.68249,
+          0.97163,
+          -0.3389,
+          0.411,
+          -1.87488,
+          0.05166,
+          1.75112,
+          null,
+          0.51998,
+          1.12401,
+          -0.57779,
+          -0.71506,
+          -0.35114,
+          0.04258,
+          -0.52541,
+          -0.51875,
+          0.49398,
+          0.5076,
+          0.34086,
+          0.493,
+          -0.02271,
+          0.13302,
+          -0.94417,
+          -0.28564,
+          0.94578,
+          -3.04101,
+          0.20059,
+          2.18027,
+          0.15991,
+          -0.16683,
+          1.00099,
+          -0.79182,
+          -0.20225,
+          0.01988,
+          -1.51887,
+          1.04786,
+          0.26484,
+          0.1863,
+          -0.24752,
+          -1.02192,
+          -0.70158,
+          0.04773,
+          1.9233,
+          0.22417,
+          -0.25529,
+          1.42722,
+          -0.25694,
+          -1.13916,
+          -0.93293,
+          0.94812,
+          0.07656,
+          -0.04439,
+          -0.04736,
+          0.10946,
+          2.55388,
+          -1.62688,
+          -0.43729,
+          -0.59916,
+          0.14261,
+          1.1269,
+          -1.30755,
+          0.65229,
+          -0.61424,
+          -0.03538,
+          -0.06714,
+          0.81,
+          -0.59216,
+          -0.11531,
+          0.64066,
+          -1.07551,
+          -0.38541,
+          0.45464,
+          0.36562,
+          -0.68693,
+          -0.43382,
+          0.02176,
+          -0.29651,
+          1.39551,
+          -0.39468,
+          0.46871,
+          -0.2068,
+          0.47719,
+          -0.34442,
+          0.09245,
+          -0.04558,
+          -0.80896,
+          0.20523,
+          0.55685,
+          -0.10237,
+          0.79057,
+          0.56411,
+          -0.46132,
+          -0.79098,
+          0.45838,
+          1.24883,
+          -1.2723,
+          0.33351,
+          -0.76842,
+          0.34026,
+          0.88781,
+          -0.33235,
+          -0.92411,
+          0.02839,
+          -0.36115,
+          0.52301,
+          -0.34751,
+          0.42841,
+          -0.24277,
+          -0.10786,
+          -0.80176,
+          -0.75527,
+          0.26016,
+          1.40472,
+          0.37536,
+          0.68521,
+          -0.53855,
+          0.09922,
+          -0.62125,
+          -0.35156,
+          -0.68729,
+          0.3695,
+          -0.71243,
+          1.38178,
+          0.49628,
+          -0.13421,
+          0.9946,
+          -0.17972,
+          -1.17695,
+          -0.74479,
+          0.46509,
+          0.32996,
+          0.15878,
+          -0.20904,
+          -0.48699,
+          0.15037,
+          -1.47279,
+          -0.36364,
+          2.17305,
+          0.76761,
+          -1.05698,
+          0.69768,
+          0.37573,
+          -0.78404,
+          0.09771,
+          -0.63945,
+          -0.92842,
+          1.15743,
+          0.31273,
+          0.0355,
+          -0.98797,
+          1.4554,
+          0.1895,
+          -0.69244,
+          0.14793,
+          0.11486,
+          -0.33252,
+          1.12707,
+          -1.05734,
+          0.0409,
+          -0.57007,
+          1.15203,
+          -0.39683,
+          -0.22603,
+          -0.20271,
+          -0.36763,
+          0.0776,
+          -0.41074,
+          0.90348,
+          -0.59599,
+          1.078,
+          -0.03909,
+          -0.27606,
+          -0.16685,
+          -0.18108,
+          0.18892,
+          -0.11,
+          0.96527,
+          -0.86311,
+          -0.0701,
+          0.71713,
+          -0.56518,
+          0.35685,
+          -0.43871,
+          -0.76565,
+          0.10154,
+          0.16911,
+          -0.46639,
+          0.96139,
+          -0.32127,
+          0.05001,
+          -0.1941,
+          -0.15874,
+          0.6241,
+          -0.34675,
+          0.89753,
+          -0.98432,
+          0.86675,
+          -0.43321,
+          0.27167,
+          -0.30334,
+          -1.40242,
+          0.42575,
+          1.00834,
+          -0.70788,
+          -0.79003,
+          0.91826,
+          -0.00859,
+          0.58824,
+          0.60212,
+          0.42389,
+          0.38037,
+          -1.65979,
+          0.2534,
+          -0.18273,
+          1.24826,
+          -0.26872,
+          -1.564,
+          0.76718,
+          -0.1983,
+          -0.91983,
+          1.03325,
+          1.1168,
+          -1.03192,
+          -0.35621,
+          0.1978,
+          0.1089,
+          -0.00903,
+          0.05854,
+          0.20443,
+          -0.37766,
+          -1.43512,
+          0.21239,
+          1.39596,
+          -0.16367,
+          0.40347,
+          0.37539,
+          -1.12957,
+          0.51438,
+          0.05671,
+          0.58533,
+          0.86422,
+          -1.65982,
+          0.15357,
+          0.39158,
+          0.54447,
+          -0.74446,
+          -0.83386,
+          0.64226,
+          -0.02754,
+          0.30703,
+          0.23133,
+          -0.44764,
+          -0.06319,
+          -0.4255,
+          -0.09642,
+          1.07783,
+          0.92346,
+          -1.47936,
+          0.22474,
+          0.48857,
+          0.41847,
+          -1.18638,
+          0.0546,
+          -0.90234,
+          -0.66178,
+          1.06064,
+          -0.58525,
+          1.08873,
+          -0.26752,
+          2.09987,
+          -1.86515,
+          -0.78191,
+          0.81471,
+          0.24403,
+          -0.17751,
+          -1.24084,
+          -0.59603,
+          1.77036,
+          -0.24622,
+          0.10165,
+          -0.01603,
+          0.53374,
+          -0.37313,
+          0.52627,
+          -0.17148,
+          0.83173,
+          -1.44937,
+          0.26285,
+          -0.19174,
+          0.7505,
+          -0.70757,
+          -0.07471,
+          0.22353,
+          -0.21113,
+          1.49797,
+          -0.60121,
+          -0.98226,
+          0.29662,
+          -0.52229,
+          -0.17672,
+          -0.26657,
+          -0.47258,
+          1.43815,
+          -0.57857,
+          0.61452,
+          0.15328,
+          0.49987,
+          -0.6891,
+          -0.46886,
+          1.8276,
+          -0.33952,
+          -0.29186,
+          -0.72736,
+          -0.15339,
+          -0.55788,
+          0.71812,
+          1.00357,
+          -1.01043,
+          -0.2872,
+          0.37723,
+          0.24328,
+          -0.1135,
+          -0.2198,
+          0.29994,
+          0.80344,
+          -1.08503,
+          0.00602,
+          -0.02437,
+          -0.51515,
+          1.88631,
+          0.45395,
+          0.0391,
+          -1.8642,
+          -0.59292,
+          -0.16023,
+          0.19848,
+          0.77843,
+          -0.22376,
+          -0.37688,
+          -1.06547,
+          0.49035,
+          0.40608,
+          0.54592,
+          -0.12749,
+          -1.10956,
+          -0.0217,
+          -0.13905,
+          1.3978,
+          -0.56221,
+          -1.70316,
+          0.41596,
+          1.34124,
+          0.50817,
+          0.21054,
+          0.21904,
+          0.83962,
+          -1.38343,
+          0.11423,
+          -0.05007,
+          -0.77858,
+          0.41652,
+          0.63252,
+          -0.22038,
+          0.43869,
+          -1.96299,
+          0.79026,
+          -0.17822,
+          0.91226,
+          -0.81196,
+          1.73258,
+          0.38326,
+          -0.09167,
+          -1.21221,
+          -0.19014,
+          -1.01884,
+          -0.00986,
+          1.92899,
+          -0.71015,
+          -0.75625,
+          0.76384,
+          1.58425,
+          -0.91471,
+          -0.67714,
+          -0.33918,
+          -0.89405,
+          -1.07225,
+          0.55064,
+          1.75483,
+          -0.35452,
+          0.74589,
+          0.841,
+          0.11818,
+          -1.35054,
+          0.1886,
+          -1.28345,
+          0.28923,
+          0.4765,
+          0.32913,
+          -0.90768,
+          0.26893,
+          0.62205,
+          0.1671,
+          -0.1504,
+          0.18739,
+          -0.18443,
+          0.42884,
+          -1.07943,
+          0.64763,
+          -0.06029,
+          0.31343,
+          0.07814,
+          -0.26349,
+          -0.0678,
+          0.1135,
+          0.54263,
+          -0.34514,
+          -0.35095,
+          0.03996,
+          -0.70572,
+          0.69011,
+          0.89263,
+          -1.83147,
+          0.95445,
+          -0.15871,
+          0.70952,
+          0.06595,
+          1.6567,
+          -2.27345,
+          -0.15497,
+          -0.01403,
+          -0.90896,
+          0.52242,
+          0.55554,
+          -0.40358,
+          -0.11067,
+          0.29538,
+          0.23133,
+          -0.01247,
+          -0.24455,
+          0.80973,
+          -1.46129,
+          0.4311,
+          0.465,
+          -0.11576,
+          0.9936,
+          -1.00699,
+          0.40583,
+          -0.27669,
+          0.20848,
+          -0.83505,
+          -0.48243,
+          0.90102,
+          0.20798,
+          0.23408,
+          -0.17177,
+          -0.48864,
+          1.12316,
+          -0.69684,
+          0.09218,
+          0.57974,
+          -1.86421,
+          1.43511,
+          -0.24282,
+          -0.05196,
+          -0.03313,
+          -0.48728,
+          0.36187,
+          0.2105,
+          -0.22607,
+          0.58543,
+          -1.08865,
+          1.81293,
+          -1.08365,
+          0.5071,
+          0.54021,
+          -0.00694,
+          -0.55858,
+          -0.48178,
+          -0.20722,
+          0.02502,
+          0.29996,
+          0.03697,
+          -0.15473,
+          0.3413,
+          -0.05177,
+          0.04103,
+          -0.31044,
+          -0.02012,
+          -0.07456,
+          -1.04907,
+          -0.16419,
+          1.05017,
+          0.23765,
+          -0.08409,
+          -0.58601,
+          0.35288,
+          1.15573,
+          -0.83851,
+          0.02486,
+          -0.25942,
+          -0.69093,
+          -0.27566,
+          1.20115,
+          0.20174,
+          0.7592,
+          0.80525,
+          -1.45082,
+          -0.31538,
+          null,
+          0.37142,
+          -0.63367,
+          0.38781,
+          0.09834,
+          -0.22389,
+          0.71561,
+          -0.06337,
+          -0.02289,
+          0.08961,
+          -0.71896,
+          0.8289,
+          -1.78722,
+          0.13369,
+          0.99178,
+          -0.16715,
+          -0.14106,
+          0.90506,
+          0.23951,
+          -0.46807,
+          -0.53544,
+          -0.59048,
+          -1.00544,
+          1.50359,
+          -1.78155,
+          1.87387,
+          -0.22935,
+          -0.00363,
+          0.90976,
+          -1.07896,
+          0.40218,
+          -0.78102,
+          0.78519,
+          0.33554,
+          -0.1899,
+          -0.14981,
+          0.36379,
+          0.50907,
+          -0.7509,
+          0.46612,
+          -0.58808,
+          -0.34097,
+          -0.18069,
+          1.21393,
+          0.71653,
+          -1.40879,
+          0.09501,
+          -0.43412,
+          0.17524,
+          0.13918,
+          0.02469,
+          -0.02256,
+          -0.69433,
+          -0.21481,
+          1.27383,
+          -0.34214,
+          -0.35705,
+          0.60157,
+          -0.39494,
+          0.07177,
+          0.07864,
+          -0.06211,
+          -0.91147,
+          0.48608,
+          -0.65748,
+          1.145,
+          0.66451,
+          0.79799,
+          -0.52951,
+          -0.67337,
+          -0.25963,
+          0.28812,
+          -1.12109,
+          -1.37378,
+          1.94827,
+          0.25849,
+          -0.5008,
+          -1.20516,
+          0.67907,
+          -0.33626,
+          1.36316,
+          0.03227,
+          -1.02649,
+          -0.08527,
+          0.73209,
+          0.3474,
+          -0.47418,
+          -0.37021,
+          0.99755,
+          0.10633,
+          -0.25949,
+          -0.61563,
+          0.2536,
+          -0.06863,
+          0.38177,
+          0.04888,
+          0.33865,
+          0.7956,
+          -1.42474,
+          0.31434,
+          -0.02384,
+          -0.09563,
+          0.26597,
+          0.48837,
+          0.19913,
+          -0.85785,
+          0.11748,
+          -0.17634,
+          -0.87201,
+          -0.5153,
+          1.44617,
+          0.16686,
+          -1.08486,
+          -1.96304,
+          2.45344,
+          0.4276,
+          -0.41235,
+          0.49343,
+          -1.66492,
+          0.91402,
+          0.66983,
+          0.20119,
+          -0.0146,
+          -0.32621,
+          -0.96771,
+          1.10733,
+          0.63824,
+          1.27469,
+          -0.84024,
+          -1.40378,
+          0.33109,
+          0.0044,
+          -0.93929,
+          1.34043,
+          -0.3061,
+          -0.09944,
+          0.05121,
+          0.90248,
+          -0.62312,
+          0.87641,
+          -1.20698,
+          -0.07436,
+          0.23219,
+          -0.33592,
+          -0.26461,
+          0.4427,
+          0.59205,
+          -1.17126,
+          -0.53848,
+          1.08199,
+          0.0357,
+          0.13486,
+          -0.90905,
+          -0.59551,
+          0.83988,
+          0.52983,
+          -0.02336,
+          -1.58926,
+          2.26507,
+          -0.90814,
+          0.25569,
+          0.08795,
+          -1.05712,
+          1.43614,
+          -0.45749,
+          -0.00949,
+          -0.07633,
+          0.1866,
+          -1.91713,
+          1.20324,
+          0.60362,
+          0.34378,
+          -0.17937,
+          1.5024,
+          -0.61723,
+          -1.04958,
+          -0.05561,
+          -0.15945,
+          1.06659,
+          0.80384,
+          -1.65536,
+          0.22776,
+          0.19608,
+          0.48929,
+          0.86506,
+          -1.77819,
+          -0.32007,
+          0.72025,
+          0.03431,
+          -0.19798,
+          -0.2365,
+          0.41057,
+          -0.83727,
+          -0.18481,
+          1.21462,
+          -0.60311,
+          0.33587,
+          0.02325,
+          -0.41071,
+          0.54052,
+          -0.48893,
+          -0.27688,
+          -1.34609,
+          1.68847,
+          -1.53826,
+          1.47276,
+          -0.09668,
+          -0.31973,
+          -1.3695,
+          0.96025,
+          0.82566,
+          -0.09418,
+          -2.45465,
+          1.29261,
+          1.2897,
+          -0.03349,
+          0.18111,
+          1.79103,
+          0.70298,
+          -1.15701,
+          -1.51811,
+          -0.34709,
+          1.07384,
+          -0.28977,
+          -0.45115,
+          0.01417,
+          -0.49661,
+          -0.72141,
+          1.82978,
+          0.60415,
+          -1.21591,
+          -0.78945,
+          0.1819,
+          -0.50338,
+          0.28284,
+          0.82809,
+          0.08909,
+          -0.18199,
+          1.83136,
+          0.35608,
+          -2.09454,
+          0.52914,
+          1.21387,
+          0.52766,
+          -1.3574,
+          -0.91327,
+          0.32925,
+          0.31881,
+          0.77709,
+          -0.15771,
+          -1.26744,
+          -0.10915,
+          0.68076,
+          -0.60154,
+          -0.08645,
+          0.11638,
+          0.28756,
+          0.56033,
+          -0.63007,
+          0.80192,
+          -1.01973,
+          0.17254,
+          -0.28585,
+          0.31323,
+          -0.86571,
+          0.66579,
+          0.78619,
+          -0.11363,
+          -1.227,
+          0.98631,
+          -0.43188,
+          -0.42157,
+          -1.10713,
+          0.5474,
+          -0.52649,
+          1.50779,
+          -0.59279,
+          -0.03078,
+          -0.45293,
+          0.78504,
+          0.29146,
+          -0.36114,
+          -0.34755,
+          0.18818,
+          2.17367,
+          -1.65316,
+          0.1982,
+          0.06279,
+          0.37789,
+          -1.05414,
+          0.41525,
+          0.45403,
+          2.32967,
+          -3.16501,
+          -0.8412,
+          1.22251,
+          -0.41005,
+          0.25349,
+          2.07867,
+          -0.82848,
+          -1.09362,
+          -0.05463,
+          -0.7748,
+          0.42406,
+          -0.46276,
+          0.86813,
+          -0.31596,
+          -0.06444,
+          0.0504,
+          -0.05788,
+          0.38788,
+          0.09743,
+          0.95347,
+          0.60239,
+          -1.39778,
+          -0.25552,
+          0.14575,
+          0.02897,
+          -1.19553,
+          1.30801,
+          -0.28721,
+          -0.3822,
+          0.10263,
+          0.40855,
+          -0.73849,
+          0.60951,
+          -0.0495,
+          -0.84146,
+          0.85089,
+          0.47741,
+          -0.43733,
+          0.38584,
+          -0.48846,
+          0.10675,
+          0.38278,
+          -0.3869,
+          0.30292,
+          0.00781,
+          0.07371,
+          0.07876,
+          -0.4632,
+          0.4882,
+          0.53143,
+          0.68891,
+          -1.02388,
+          -0.68465,
+          -0.09801,
+          1.02688,
+          -1.25887,
+          0.73567,
+          -0.40567,
+          0.54415,
+          -1.07993,
+          1.24211,
+          -1.64137,
+          0.93504,
+          0.31361,
+          -0.18504,
+          0.39351,
+          -0.85181,
+          0.32973,
+          0.11915,
+          1.30614,
+          1.56394,
+          -0.3275,
+          -2.66174,
+          0.51715,
+          -0.03434,
+          0.84865,
+          0.42906,
+          -1.76053,
+          -0.20846,
+          1.64302,
+          -0.23084,
+          -0.13248,
+          -1.07125,
+          0.23334,
+          0.75042,
+          -1.03666,
+          1.78502,
+          -1.73213,
+          0.0415,
+          -0.79999,
+          0.16378,
+          0.21694,
+          0.37776,
+          -0.06297,
+          -0.23795,
+          -0.17772,
+          0.35827,
+          0.12036,
+          -0.14026,
+          -1.11703,
+          -0.58773,
+          1.66142,
+          0.1836,
+          -0.51169,
+          0.33845,
+          0.23505,
+          0.25732,
+          -0.31912,
+          0.09718,
+          -1.28037,
+          -0.47375,
+          0.29637,
+          1.36058,
+          -0.30229,
+          0.29241,
+          -0.6707,
+          -0.59996,
+          1.28055,
+          -0.13339,
+          0.54253,
+          0.06138,
+          -0.26463,
+          -0.20589,
+          0.02194,
+          -1.22334,
+          -1.03849,
+          0.66538,
+          1.57451,
+          -0.23146,
+          -0.79973,
+          -0.62423,
+          1.61392,
+          0.04149,
+          0.41853,
+          -0.54694,
+          0.72366,
+          -0.24588,
+          -0.34937,
+          0.49002,
+          -0.64298,
+          0.26317,
+          -0.11335,
+          0.00313,
+          0.28658,
+          0.78493,
+          -0.55559,
+          -0.28715,
+          -0.22877,
+          0.41658,
+          1.3302,
+          -0.78137,
+          -0.56226,
+          -0.40314,
+          0.1291,
+          0.38732,
+          -0.0123,
+          -1.70422,
+          1.20011,
+          0.0181,
+          -0.35822,
+          -1.15706,
+          -0.34316,
+          1.84035,
+          0.11759,
+          -1.06815,
+          0.1031,
+          1.19181,
+          -0.34435,
+          0.31483,
+          -1.16966,
+          -0.06113,
+          1.7025,
+          -0.78653,
+          0.29488,
+          1.06792,
+          -0.12418,
+          -0.08392,
+          -1.1547,
+          -0.0909,
+          0.75595,
+          -1.25243,
+          -0.90193,
+          1.48932,
+          -0.4778,
+          -0.95429,
+          0.93307,
+          1.03561,
+          -0.53658,
+          0.50492,
+          0.22114,
+          0.79341,
+          -0.51011,
+          -1.00935,
+          0.51289,
+          0.70062,
+          -1.11048,
+          1.3814,
+          -1.48442,
+          0.48141,
+          -0.37301,
+          -0.14803,
+          -0.32296,
+          0.3626,
+          -0.3597,
+          -0.16222,
+          -1.12653,
+          1.03321,
+          0.61523,
+          null,
+          0.26397,
+          0.49322,
+          0.48711,
+          -1.20074,
+          -0.04356,
+          -0.54188,
+          -0.02014,
+          -0.0392,
+          -0.26241,
+          0.86364,
+          0.41773,
+          -1.4993,
+          1.6906,
+          0.49881,
+          -1.10784,
+          -0.47592,
+          0.12751,
+          -0.13844,
+          0.56911,
+          -0.08227,
+          -0.38256,
+          -0.15368,
+          0.37399,
+          0.16027,
+          0.00197,
+          -0.2527,
+          -0.67723,
+          1.81388,
+          -0.15575,
+          -0.72819,
+          0.23262,
+          1.10022,
+          -0.46187,
+          -0.64577,
+          -0.2252,
+          -0.18751,
+          1.74129,
+          -0.14928,
+          -2.08607,
+          0.68156,
+          0.67868,
+          0.44402,
+          -1.5493,
+          0.63035,
+          -0.20376,
+          0.49653,
+          0.99079,
+          -1.63483,
+          1.01218,
+          -0.86467,
+          -0.98885,
+          0.01384,
+          1.62962,
+          0.89779,
+          -1.5524,
+          -0.11728,
+          0.47062,
+          -0.19404,
+          0.11411,
+          -0.2734,
+          0.15653,
+          -0.73719,
+          0.34311,
+          0.7774,
+          -0.53985,
+          -0.39176,
+          0.63723,
+          -0.96073,
+          -0.56231,
+          1.27757,
+          -0.42184,
+          -0.42995,
+          -1.08017,
+          0.61982,
+          1.31213,
+          -0.05144,
+          -0.17405,
+          0.46138,
+          -1.07505,
+          0.83916,
+          0.09391,
+          0.338,
+          -1.34838,
+          0.32575,
+          0.59072,
+          0.00542,
+          -0.50093,
+          -0.63508,
+          0.89186,
+          0.23873,
+          0.13594,
+          0.10049,
+          -0.18745,
+          0.21742,
+          -0.26641,
+          -0.61811,
+          -1.08672,
+          1.05777,
+          -0.52443,
+          1.1715,
+          0.66062,
+          -1.52429,
+          1.60701,
+          -0.22977,
+          -0.51358,
+          -0.13599,
+          0.14788,
+          -1.4371,
+          1.24785,
+          0.17737,
+          0.58488,
+          -0.64021,
+          1.15613,
+          -0.014,
+          -1.0868,
+          0.01327,
+          0.91242,
+          -2.24614,
+          0.72183,
+          0.59863,
+          0.33143,
+          -0.65148,
+          -0.08413,
+          0.62997,
+          -0.22578,
+          -0.39288,
+          -0.06223,
+          -1.0957,
+          0.45175,
+          1.09906,
+          0.13476,
+          -0.07106,
+          -1.4148,
+          -0.04849,
+          1.3996,
+          0.15622,
+          -1.22575,
+          0.15864,
+          0.96715,
+          -0.05626,
+          -0.09431,
+          0.04395,
+          -0.83873,
+          -0.19219,
+          1.08128,
+          -0.43124,
+          0.77204,
+          -0.23136,
+          0.42297,
+          -0.53241,
+          -0.13084,
+          0.32196,
+          0.58736,
+          0.66573,
+          -1.4442,
+          -0.41215,
+          -1.19261,
+          -0.14191,
+          0.41702,
+          1.32965,
+          0.39192,
+          -0.18666,
+          -0.69683,
+          0.82673,
+          -0.33517,
+          -0.52348,
+          0.68068,
+          0.18362,
+          -0.12372,
+          -0.2171,
+          -0.10393,
+          0.46769,
+          1.32686,
+          -0.94275,
+          -0.74788,
+          -0.00863,
+          0.58626,
+          0.38282,
+          -0.84684,
+          -0.11361,
+          -0.03597,
+          -0.59967,
+          -0.03646,
+          0.27289,
+          0.39922,
+          -0.06258,
+          0.76737,
+          1.21364,
+          -1.669,
+          -0.24943,
+          -0.20449,
+          0.50918,
+          -0.76281,
+          0.99636,
+          -0.53824,
+          0.17477,
+          -2.75036,
+          1.80535,
+          -0.1605,
+          0.93074,
+          0.17923,
+          0.47987,
+          -0.29227,
+          -0.41462,
+          0.0478,
+          -0.19561,
+          -0.09963,
+          -0.56747,
+          1.66684,
+          -0.80413,
+          -0.59026,
+          -1.04966,
+          -0.19632,
+          1.8051,
+          0.03114,
+          0.06124,
+          1.08848,
+          -0.03977,
+          0.59432,
+          -1.70426,
+          -0.40464,
+          -1.09839,
+          -0.24945,
+          1.57117,
+          0.1813,
+          -0.35914,
+          1.50303,
+          0.20783,
+          -1.16089,
+          -0.19083,
+          -0.10061,
+          -0.77542,
+          1.51953,
+          -1.00483,
+          0.36132,
+          0.18339,
+          0.76812,
+          -1.13828,
+          -0.84103,
+          1.02782,
+          0.62347,
+          -0.28063,
+          0.76349,
+          -0.86972,
+          -0.23661,
+          -0.30385,
+          0.1925,
+          -0.63284,
+          1.69312,
+          -0.94894,
+          0.486,
+          -1.2642,
+          -0.24172,
+          0.7386,
+          0.28132,
+          0.57748,
+          0.29988,
+          0.19398,
+          -0.98714,
+          -0.0842,
+          0.07215,
+          0.27799,
+          -2.21354,
+          2.24871,
+          -0.3853,
+          -0.27349,
+          -0.31235,
+          0.99591,
+          0.89015,
+          -1.30022,
+          -0.04502,
+          -0.27797,
+          0.24937,
+          -0.58789,
+          0.6615,
+          0.42758,
+          -1.42924,
+          -1.31948,
+          0.83315,
+          1.48801,
+          0.14464,
+          -1.08041,
+          -0.41258,
+          1.55076,
+          -0.20241,
+          0.2538,
+          0.99474,
+          -0.54081,
+          -0.65567,
+          -0.05206,
+          0.23895,
+          0.6843,
+          0.37019,
+          0.67585,
+          -1.96929,
+          0.52677,
+          0.11891,
+          1.18568,
+          0.23283,
+          -2.0642,
+          -0.33208,
+          -0.89534,
+          0.25103,
+          1.22032,
+          -0.24393,
+          -0.46377,
+          0.59882,
+          -0.16947,
+          -1.75191,
+          1.78634,
+          0.21779,
+          -0.71101,
+          -0.40763,
+          0.78792,
+          0.11293,
+          0.41307,
+          -1.27532,
+          -0.44075,
+          0.81598,
+          0.48702,
+          -0.20314,
+          -0.73148,
+          1.44919,
+          -0.23603,
+          -0.27854,
+          -0.23443,
+          0.12911,
+          1.45127,
+          -1.05466,
+          -0.29129,
+          -0.76126,
+          0.92782,
+          1.12873,
+          -2.26031,
+          0.96501,
+          0.26103,
+          -0.34792,
+          0.03519,
+          -0.08166,
+          0.13337,
+          0.53705,
+          -1.57632,
+          -0.66193,
+          1.05617,
+          0.64503,
+          -0.63506,
+          1.91253,
+          -1.52397,
+          -0.1088,
+          0.35529,
+          0.29332,
+          0.86861,
+          -0.55428,
+          -0.23166,
+          -0.37599,
+          -1.24612,
+          -0.07776,
+          0.79182,
+          0.40876,
+          0.1233,
+          0.16791,
+          -0.46932,
+          -0.78348,
+          0.43505,
+          0.64984,
+          -0.12752,
+          1.39049,
+          -1.46092,
+          -0.37408,
+          0.57204,
+          -0.29444,
+          -0.98958,
+          1.03591,
+          0.85519,
+          -0.60707,
+          -0.70057,
+          0.01538,
+          0.99446,
+          0.82712,
+          -1.13639,
+          -0.4302,
+          0.6744,
+          1.00055,
+          -0.93576,
+          -0.30899,
+          -0.29854,
+          -0.11227,
+          1.22021,
+          0.12959,
+          -0.93899,
+          -0.69763,
+          -0.09137,
+          1.48538,
+          0.84299,
+          -1.53937,
+          0.05824,
+          -0.5956,
+          -0.46897,
+          0.24521,
+          0.76113,
+          -0.07015,
+          -0.69768,
+          1.14809,
+          -0.02704,
+          -0.35323,
+          0.5085,
+          -0.44966,
+          -0.2103,
+          -0.6068,
+          0.75827,
+          -0.04968,
+          -1.17742,
+          0.30498,
+          1.27889,
+          -0.35677,
+          0.65641,
+          -0.55971,
+          -1.73221,
+          0.42307,
+          1.21244,
+          -0.30216,
+          -0.15431,
+          -1.86481,
+          0.60618,
+          1.7151,
+          -0.69843,
+          0.58339,
+          -0.09513,
+          1.09715,
+          -0.88699,
+          -0.1547,
+          -0.30978,
+          -0.18438,
+          -0.01819,
+          0.66705,
+          -0.36055,
+          0.61893,
+          0.56141,
+          -0.26641,
+          -0.55338,
+          -0.11718,
+          0.37503,
+          -0.13759,
+          -1.02387,
+          0.90362,
+          0.20323,
+          -0.70206,
+          -0.33141,
+          0.82338,
+          0.00685,
+          0.46153,
+          0.58377,
+          -0.971,
+          -0.07375,
+          -0.00055,
+          0.39743,
+          -0.69313,
+          -0.15301,
+          -0.64155,
+          1.09025,
+          0.43394,
+          0.77888,
+          0.94105,
+          -0.69712,
+          -1.45673,
+          0.72618,
+          -0.21739,
+          -0.27581,
+          1.74519,
+          -1.97817,
+          0.57335,
+          0.05879,
+          1.00417,
+          -1.02912,
+          -0.60719,
+          -0.14094,
+          0.55501,
+          -0.13313,
+          -1.18187,
+          0.90092,
+          0.06768,
+          0.37734,
+          0.42307,
+          -0.77001,
+          -0.09809,
+          -0.17389,
+          -0.08432,
+          0.72905,
+          -0.2264,
+          -0.24444,
+          -0.22582,
+          1.02043,
+          0.16815,
+          -0.60304,
+          -0.35972,
+          -0.23216,
+          -0.38154,
+          0.84488,
+          -0.8346,
+          0.60341
+         ]
+        },
         {
          "customdata": [
           [
@@ -40643,7 +48598,7 @@
           "color": "#3366CC",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X",
          "opacity": 1.0,
          "type": "scatter",
@@ -40826,8 +48781,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 2.63348,
-          "y1": 2.63348
+          "y0": 2.63306,
+          "y1": 2.63306
          },
          {
           "line": {
@@ -40839,8 +48794,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": -2.63348,
-          "y1": -2.63348
+          "y0": -2.63306,
+          "y1": -2.63306
          },
          {
           "line": {
@@ -41840,10 +49795,10 @@
    "execution_count": 17,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.341320Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.341250Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.363013Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.362605Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.446922Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.446836Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.469388Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.469033Z"
     }
    },
    "outputs": [
@@ -41866,6 +49821,7 @@
       "    FACTOR 2: planned=[1, 2], observed=[1, 2]\n",
       "\n",
       "  Structure: Complete structure\n",
+      "  Series length: T=100. Sigma rests on within-cell replication.\n",
       "\n",
       "  Available analyses (ADS 1):\n",
       "    Primary: Histogram, Xbar *, S, X, mR\n",
@@ -41915,10 +49871,10 @@
    "execution_count": 18,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.363930Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.363868Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.381693Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.381291Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.470550Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.470480Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.488649Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.488304Z"
     }
    },
    "outputs": [
@@ -41950,10 +49906,10 @@
    "execution_count": 19,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.382579Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.382521Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.384738Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.384386Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.489556Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.489503Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.491947Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.491610Z"
     }
    },
    "outputs": [
@@ -41973,6 +49929,7 @@
       "    FACTOR 2: observed=[1, 2]\n",
       "\n",
       "  Structure: Complete structure\n",
+      "  Series length: T=100. Sigma for X/mR rests on 99 moving ranges.\n",
       "\n",
       "  Available analyses (ADS 2):\n",
       "    Primary: Histogram, Xbar, S, X *, mR\n",
@@ -42006,10 +49963,10 @@
    "execution_count": 20,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.385553Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.385503Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.478713Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.478297Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.492808Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.492763Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.596868Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.596475Z"
     }
    },
    "outputs": [
@@ -42020,6 +49977,1638 @@
         "plotlyServerURL": "https://plot.ly"
        },
        "data": [
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "X (lanes)",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          53,
+          54,
+          55,
+          56,
+          57,
+          58,
+          59,
+          60,
+          61,
+          62,
+          63,
+          64,
+          65,
+          66,
+          67,
+          68,
+          69,
+          70,
+          71,
+          72,
+          73,
+          74,
+          75,
+          76,
+          77,
+          78,
+          79,
+          80,
+          81,
+          82,
+          83,
+          84,
+          85,
+          86,
+          87,
+          88,
+          89,
+          90,
+          91,
+          92,
+          93,
+          94,
+          95,
+          96,
+          97,
+          98,
+          99,
+          100,
+          100,
+          101,
+          102,
+          103,
+          104,
+          105,
+          106,
+          107,
+          108,
+          109,
+          110,
+          111,
+          112,
+          113,
+          114,
+          115,
+          116,
+          117,
+          118,
+          119,
+          120,
+          121,
+          122,
+          123,
+          124,
+          125,
+          126,
+          127,
+          128,
+          129,
+          130,
+          131,
+          132,
+          133,
+          134,
+          135,
+          136,
+          137,
+          138,
+          139,
+          140,
+          141,
+          142,
+          143,
+          144,
+          145,
+          146,
+          147,
+          148,
+          149,
+          150,
+          151,
+          152,
+          153,
+          154,
+          155,
+          156,
+          157,
+          158,
+          159,
+          160,
+          161,
+          162,
+          163,
+          164,
+          165,
+          166,
+          167,
+          168,
+          169,
+          170,
+          171,
+          172,
+          173,
+          174,
+          175,
+          176,
+          177,
+          178,
+          179,
+          180,
+          181,
+          182,
+          183,
+          184,
+          185,
+          186,
+          187,
+          188,
+          189,
+          190,
+          191,
+          192,
+          193,
+          194,
+          195,
+          196,
+          197,
+          198,
+          199,
+          200,
+          200,
+          201,
+          202,
+          203,
+          204,
+          205,
+          206,
+          207,
+          208,
+          209,
+          210,
+          211,
+          212,
+          213,
+          214,
+          215,
+          216,
+          217,
+          218,
+          219,
+          220,
+          221,
+          222,
+          223,
+          224,
+          225,
+          226,
+          227,
+          228,
+          229,
+          230,
+          231,
+          232,
+          233,
+          234,
+          235,
+          236,
+          237,
+          238,
+          239,
+          240,
+          241,
+          242,
+          243,
+          244,
+          245,
+          246,
+          247,
+          248,
+          249,
+          250,
+          251,
+          252,
+          253,
+          254,
+          255,
+          256,
+          257,
+          258,
+          259,
+          260,
+          261,
+          262,
+          263,
+          264,
+          265,
+          266,
+          267,
+          268,
+          269,
+          270,
+          271,
+          272,
+          273,
+          274,
+          275,
+          276,
+          277,
+          278,
+          279,
+          280,
+          281,
+          282,
+          283,
+          284,
+          285,
+          286,
+          287,
+          288,
+          289,
+          290,
+          291,
+          292,
+          293,
+          294,
+          295,
+          296,
+          297,
+          298,
+          299,
+          300,
+          300,
+          301,
+          302,
+          303,
+          304,
+          305,
+          306,
+          307,
+          308,
+          309,
+          310,
+          311,
+          312,
+          313,
+          314,
+          315,
+          316,
+          317,
+          318,
+          319,
+          320,
+          321,
+          322,
+          323,
+          324,
+          325,
+          326,
+          327,
+          328,
+          329,
+          330,
+          331,
+          332,
+          333,
+          334,
+          335,
+          336,
+          337,
+          338,
+          339,
+          340,
+          341,
+          342,
+          343,
+          344,
+          345,
+          346,
+          347,
+          348,
+          349,
+          350,
+          351,
+          352,
+          353,
+          354,
+          355,
+          356,
+          357,
+          358,
+          359,
+          360,
+          361,
+          362,
+          363,
+          364,
+          365,
+          366,
+          367,
+          368,
+          369,
+          370,
+          371,
+          372,
+          373,
+          374,
+          375,
+          376,
+          377,
+          378,
+          379,
+          380,
+          381,
+          382,
+          383,
+          384,
+          385,
+          386,
+          387,
+          388,
+          389,
+          390,
+          391,
+          392,
+          393,
+          394,
+          395,
+          396,
+          397,
+          398,
+          399,
+          400,
+          400,
+          401,
+          402,
+          403,
+          404,
+          405,
+          406,
+          407,
+          408,
+          409,
+          410,
+          411,
+          412,
+          413,
+          414,
+          415,
+          416,
+          417,
+          418,
+          419,
+          420,
+          421,
+          422,
+          423,
+          424,
+          425,
+          426,
+          427,
+          428,
+          429,
+          430,
+          431,
+          432,
+          433,
+          434,
+          435,
+          436,
+          437,
+          438,
+          439,
+          440,
+          441,
+          442,
+          443,
+          444,
+          445,
+          446,
+          447,
+          448,
+          449,
+          450,
+          451,
+          452,
+          453,
+          454,
+          455,
+          456,
+          457,
+          458,
+          459,
+          460,
+          461,
+          462,
+          463,
+          464,
+          465,
+          466,
+          467,
+          468,
+          469,
+          470,
+          471,
+          472,
+          473,
+          474,
+          475,
+          476,
+          477,
+          478,
+          479,
+          480,
+          481,
+          482,
+          483,
+          484,
+          485,
+          486,
+          487,
+          488,
+          489,
+          490,
+          491,
+          492,
+          493,
+          494,
+          495,
+          496,
+          497,
+          498,
+          499,
+          500,
+          500,
+          501,
+          502,
+          503,
+          504,
+          505,
+          506,
+          507,
+          508,
+          509,
+          510,
+          511,
+          512,
+          513,
+          514,
+          515,
+          516,
+          517,
+          518,
+          519,
+          520,
+          521,
+          522,
+          523,
+          524,
+          525,
+          526,
+          527,
+          528,
+          529,
+          530,
+          531,
+          532,
+          533,
+          534,
+          535,
+          536,
+          537,
+          538,
+          539,
+          540,
+          541,
+          542,
+          543,
+          544,
+          545,
+          546,
+          547,
+          548,
+          549,
+          550,
+          551,
+          552,
+          553,
+          554,
+          555,
+          556,
+          557,
+          558,
+          559,
+          560,
+          561,
+          562,
+          563,
+          564,
+          565,
+          566,
+          567,
+          568,
+          569,
+          570,
+          571,
+          572,
+          573,
+          574,
+          575,
+          576,
+          577,
+          578,
+          579,
+          580,
+          581,
+          582,
+          583,
+          584,
+          585,
+          586,
+          587,
+          588,
+          589,
+          590,
+          591,
+          592,
+          593,
+          594,
+          595,
+          596,
+          597,
+          598,
+          599,
+          600,
+          600,
+          601,
+          602,
+          603,
+          604,
+          605,
+          606,
+          607,
+          608,
+          609,
+          610,
+          611,
+          612,
+          613,
+          614,
+          615,
+          616,
+          617,
+          618,
+          619,
+          620,
+          621,
+          622,
+          623,
+          624,
+          625,
+          626,
+          627,
+          628,
+          629,
+          630,
+          631,
+          632,
+          633,
+          634,
+          635,
+          636,
+          637,
+          638,
+          639,
+          640,
+          641,
+          642,
+          643,
+          644,
+          645,
+          646,
+          647,
+          648,
+          649,
+          650,
+          651,
+          652,
+          653,
+          654,
+          655,
+          656,
+          657,
+          658,
+          659,
+          660,
+          661,
+          662,
+          663,
+          664,
+          665,
+          666,
+          667,
+          668,
+          669,
+          670,
+          671,
+          672,
+          673,
+          674,
+          675,
+          676,
+          677,
+          678,
+          679,
+          680,
+          681,
+          682,
+          683,
+          684,
+          685,
+          686,
+          687,
+          688,
+          689,
+          690,
+          691,
+          692,
+          693,
+          694,
+          695,
+          696,
+          697,
+          698,
+          699,
+          700,
+          700,
+          701,
+          702,
+          703,
+          704,
+          705,
+          706,
+          707,
+          708,
+          709,
+          710,
+          711,
+          712,
+          713,
+          714,
+          715,
+          716,
+          717,
+          718,
+          719,
+          720,
+          721,
+          722,
+          723,
+          724,
+          725,
+          726,
+          727,
+          728,
+          729,
+          730,
+          731,
+          732,
+          733,
+          734,
+          735,
+          736,
+          737,
+          738,
+          739,
+          740,
+          741,
+          742,
+          743,
+          744,
+          745,
+          746,
+          747,
+          748,
+          749,
+          750,
+          751,
+          752,
+          753,
+          754,
+          755,
+          756,
+          757,
+          758,
+          759,
+          760,
+          761,
+          762,
+          763,
+          764,
+          765,
+          766,
+          767,
+          768,
+          769,
+          770,
+          771,
+          772,
+          773,
+          774,
+          775,
+          776,
+          777,
+          778,
+          779,
+          780,
+          781,
+          782,
+          783,
+          784,
+          785,
+          786,
+          787,
+          788,
+          789,
+          790,
+          791,
+          792,
+          793,
+          794,
+          795,
+          796,
+          797,
+          798,
+          799
+         ],
+         "xaxis": "x",
+         "y": [
+          236.93,
+          239.67,
+          239.67,
+          237.78,
+          237.46,
+          237.83,
+          238.66,
+          238.68,
+          237.98,
+          238.03,
+          237.71,
+          237.94,
+          236.04,
+          232.31,
+          240.05,
+          238.78,
+          238.18,
+          238.4,
+          239.92,
+          238.78,
+          238.69,
+          238.97,
+          238.65,
+          238.83,
+          238.75,
+          238.55,
+          237.67,
+          237.37,
+          234.38,
+          236.03,
+          239.03,
+          238.48,
+          239.02,
+          237.97,
+          238.04,
+          238.87,
+          238.39,
+          238.47,
+          238.58,
+          238.29,
+          238.53,
+          236.07,
+          234.74,
+          238.1,
+          238.0,
+          238.51,
+          238.47,
+          238.71,
+          237.62,
+          238.3,
+          238.33,
+          237.89,
+          236.37,
+          238.93,
+          237.69,
+          238.84,
+          237.77,
+          238.75,
+          237.84,
+          238.25,
+          238.26,
+          237.52,
+          237.78,
+          238.26,
+          237.76,
+          237.46,
+          237.88,
+          238.42,
+          237.57,
+          239.51,
+          239.16,
+          239.81,
+          238.97,
+          238.87,
+          239.38,
+          238.67,
+          239.49,
+          239.64,
+          237.65,
+          239.66,
+          238.71,
+          239.06,
+          239.63,
+          238.87,
+          238.24,
+          237.93,
+          238.32,
+          234.74,
+          237.68,
+          239.04,
+          237.69,
+          238.26,
+          238.28,
+          238.5,
+          237.75,
+          237.85,
+          238.21,
+          238.31,
+          235.37,
+          235.11,
+          null,
+          237.39,
+          236.39,
+          237.26,
+          239.27,
+          239.08,
+          239.61,
+          238.0,
+          238.52,
+          238.87,
+          239.32,
+          238.96,
+          239.17,
+          239.08,
+          232.32,
+          236.9,
+          238.56,
+          239.22,
+          237.94,
+          238.02,
+          238.08,
+          237.86,
+          237.96,
+          237.92,
+          238.16,
+          238.68,
+          239.28,
+          238.91,
+          239.26,
+          239.1,
+          239.61,
+          238.6,
+          238.28,
+          239.37,
+          239.09,
+          238.64,
+          238.54,
+          238.99,
+          238.64,
+          238.81,
+          239.11,
+          239.45,
+          239.13,
+          239.56,
+          239.03,
+          238.99,
+          239.09,
+          238.43,
+          238.72,
+          239.63,
+          238.45,
+          239.1,
+          239.86,
+          239.93,
+          238.81,
+          239.03,
+          238.89,
+          239.19,
+          238.88,
+          239.86,
+          238.63,
+          239.43,
+          239.1,
+          239.04,
+          240.01,
+          239.53,
+          238.92,
+          238.48,
+          239.32,
+          237.78,
+          238.47,
+          237.55,
+          237.93,
+          238.25,
+          238.29,
+          238.33,
+          237.83,
+          238.81,
+          236.61,
+          237.6,
+          238.44,
+          238.75,
+          237.84,
+          237.46,
+          237.78,
+          239.57,
+          239.27,
+          238.48,
+          239.45,
+          239.04,
+          237.99,
+          239.78,
+          239.15,
+          238.35,
+          239.37,
+          239.77,
+          238.88,
+          238.9,
+          240.16,
+          238.88,
+          238.95,
+          null,
+          236.3,
+          236.31,
+          236.47,
+          236.69,
+          236.85,
+          236.78,
+          236.87,
+          236.95,
+          236.97,
+          236.57,
+          237.4,
+          237.16,
+          237.56,
+          237.71,
+          237.29,
+          236.8,
+          236.6,
+          235.48,
+          236.69,
+          236.86,
+          236.66,
+          237.47,
+          236.67,
+          236.89,
+          237.49,
+          238.31,
+          237.62,
+          236.98,
+          237.92,
+          237.53,
+          237.06,
+          236.68,
+          237.42,
+          236.87,
+          236.97,
+          236.44,
+          236.98,
+          237.49,
+          236.2,
+          237.04,
+          237.32,
+          237.53,
+          237.58,
+          236.2,
+          237.0,
+          236.13,
+          236.96,
+          237.4,
+          235.97,
+          237.64,
+          236.21,
+          236.85,
+          237.4,
+          237.13,
+          236.58,
+          236.79,
+          237.08,
+          237.29,
+          236.5,
+          237.11,
+          237.1,
+          237.72,
+          236.44,
+          237.22,
+          237.66,
+          239.55,
+          239.4,
+          239.12,
+          236.61,
+          239.21,
+          238.55,
+          239.24,
+          238.56,
+          238.08,
+          239.25,
+          238.55,
+          239.16,
+          239.63,
+          237.96,
+          239.63,
+          239.04,
+          238.73,
+          239.42,
+          238.17,
+          237.05,
+          237.57,
+          237.29,
+          238.19,
+          237.44,
+          237.84,
+          236.34,
+          237.7,
+          237.25,
+          237.56,
+          237.02,
+          237.3,
+          237.68,
+          236.81,
+          237.38,
+          237.38,
+          null,
+          241.35,
+          240.28,
+          239.26,
+          239.19,
+          239.51,
+          240.16,
+          239.16,
+          238.63,
+          239.78,
+          239.41,
+          238.7,
+          238.69,
+          240.14,
+          240.92,
+          240.24,
+          239.48,
+          239.88,
+          239.91,
+          239.17,
+          239.14,
+          239.42,
+          238.58,
+          239.35,
+          238.91,
+          237.78,
+          239.0,
+          238.9,
+          239.72,
+          239.74,
+          240.5,
+          239.67,
+          238.55,
+          240.09,
+          239.64,
+          239.46,
+          239.36,
+          239.11,
+          239.43,
+          239.26,
+          239.18,
+          239.18,
+          239.84,
+          239.68,
+          239.78,
+          239.99,
+          239.51,
+          238.64,
+          239.41,
+          239.3,
+          239.36,
+          238.74,
+          240.61,
+          240.34,
+          239.98,
+          239.04,
+          238.96,
+          238.68,
+          238.92,
+          239.4,
+          238.32,
+          239.29,
+          238.32,
+          238.83,
+          239.48,
+          238.83,
+          237.65,
+          236.67,
+          236.74,
+          238.58,
+          237.38,
+          237.03,
+          237.4,
+          237.77,
+          237.15,
+          236.75,
+          238.02,
+          237.92,
+          237.33,
+          236.81,
+          236.92,
+          236.73,
+          236.44,
+          237.38,
+          237.78,
+          238.86,
+          238.49,
+          238.22,
+          239.26,
+          238.84,
+          238.09,
+          239.32,
+          238.67,
+          237.63,
+          238.49,
+          239.44,
+          238.19,
+          238.32,
+          240.5,
+          240.12,
+          240.13,
+          null,
+          236.09,
+          234.65,
+          234.01,
+          235.44,
+          237.09,
+          234.61,
+          233.55,
+          236.38,
+          235.52,
+          235.63,
+          236.77,
+          236.03,
+          237.1,
+          237.12,
+          235.77,
+          235.38,
+          235.8,
+          234.18,
+          234.68,
+          234.44,
+          235.06,
+          236.02,
+          235.64,
+          236.35,
+          236.35,
+          237.39,
+          238.1,
+          238.65,
+          234.39,
+          239.58,
+          238.65,
+          238.84,
+          238.53,
+          239.56,
+          238.54,
+          238.36,
+          237.97,
+          237.77,
+          237.32,
+          237.78,
+          236.83,
+          236.44,
+          237.19,
+          234.38,
+          235.28,
+          235.06,
+          232.97,
+          234.69,
+          234.66,
+          235.66,
+          236.41,
+          235.22,
+          236.84,
+          237.19,
+          234.56,
+          235.2,
+          235.55,
+          236.74,
+          234.77,
+          234.8,
+          235.45,
+          235.31,
+          236.03,
+          236.37,
+          231.14,
+          237.48,
+          235.43,
+          235.1,
+          235.09,
+          237.83,
+          238.61,
+          238.07,
+          236.71,
+          237.63,
+          237.83,
+          236.68,
+          236.71,
+          238.43,
+          237.99,
+          237.79,
+          237.99,
+          237.4,
+          237.67,
+          237.17,
+          237.6,
+          237.62,
+          237.64,
+          238.87,
+          237.5,
+          237.89,
+          238.34,
+          237.97,
+          231.63,
+          237.53,
+          237.35,
+          237.25,
+          237.25,
+          238.47,
+          237.42,
+          237.31,
+          null,
+          232.3,
+          239.68,
+          237.22,
+          237.82,
+          238.65,
+          238.97,
+          237.65,
+          237.91,
+          237.8,
+          238.02,
+          237.22,
+          237.86,
+          238.34,
+          240.05,
+          239.42,
+          238.27,
+          238.54,
+          239.09,
+          237.85,
+          237.96,
+          237.96,
+          237.59,
+          237.77,
+          238.09,
+          237.5,
+          235.37,
+          236.15,
+          236.85,
+          237.49,
+          236.44,
+          231.83,
+          236.2,
+          235.24,
+          235.93,
+          234.86,
+          234.9,
+          235.68,
+          235.53,
+          235.9,
+          237.7,
+          237.76,
+          234.37,
+          239.11,
+          238.68,
+          239.02,
+          238.06,
+          238.09,
+          237.61,
+          238.38,
+          237.89,
+          237.6,
+          235.24,
+          230.31,
+          238.4,
+          238.72,
+          238.38,
+          237.93,
+          237.94,
+          238.17,
+          237.84,
+          237.99,
+          237.41,
+          237.04,
+          237.93,
+          236.87,
+          237.33,
+          237.83,
+          237.85,
+          237.78,
+          236.35,
+          234.59,
+          236.12,
+          236.49,
+          235.1,
+          236.71,
+          237.82,
+          237.29,
+          236.56,
+          234.77,
+          235.81,
+          236.49,
+          235.44,
+          234.86,
+          236.38,
+          235.73,
+          236.72,
+          236.85,
+          237.03,
+          236.53,
+          234.42,
+          234.56,
+          235.94,
+          236.69,
+          235.76,
+          235.78,
+          237.06,
+          235.75,
+          237.56,
+          237.78,
+          239.45,
+          null,
+          235.81,
+          235.14,
+          235.6,
+          235.78,
+          236.63,
+          236.25,
+          236.02,
+          237.06,
+          236.67,
+          236.41,
+          237.38,
+          236.61,
+          237.13,
+          237.45,
+          236.67,
+          235.35,
+          236.75,
+          235.78,
+          236.31,
+          236.38,
+          236.11,
+          236.69,
+          236.8,
+          236.45,
+          236.98,
+          238.72,
+          239.3,
+          240.37,
+          240.28,
+          239.38,
+          239.77,
+          238.89,
+          240.31,
+          239.91,
+          239.01,
+          239.38,
+          236.77,
+          238.58,
+          239.65,
+          237.78,
+          239.6,
+          236.87,
+          236.66,
+          235.03,
+          235.55,
+          236.14,
+          236.48,
+          237.34,
+          235.71,
+          236.39,
+          237.18,
+          237.09,
+          237.25,
+          236.28,
+          236.08,
+          236.2,
+          236.25,
+          237.37,
+          236.41,
+          236.92,
+          236.78,
+          236.15,
+          236.55,
+          235.47,
+          237.54,
+          236.81,
+          235.69,
+          237.11,
+          236.19,
+          239.18,
+          238.65,
+          238.88,
+          238.34,
+          238.65,
+          238.72,
+          238.23,
+          239.42,
+          239.46,
+          238.26,
+          239.59,
+          238.0,
+          238.89,
+          238.92,
+          237.97,
+          238.52,
+          239.07,
+          238.2,
+          239.82,
+          239.77,
+          238.25,
+          239.35,
+          238.52,
+          237.96,
+          238.18,
+          238.62,
+          237.72,
+          238.08,
+          239.51,
+          240.64,
+          236.14,
+          null,
+          241.89,
+          240.61,
+          238.99,
+          238.95,
+          239.1,
+          239.65,
+          238.96,
+          238.27,
+          239.01,
+          238.8,
+          238.22,
+          239.1,
+          239.39,
+          240.44,
+          241.05,
+          239.13,
+          239.1,
+          240.21,
+          239.12,
+          238.92,
+          239.78,
+          238.35,
+          238.6,
+          238.82,
+          238.3,
+          236.27,
+          236.88,
+          237.26,
+          237.1,
+          236.42,
+          236.1,
+          236.62,
+          235.65,
+          235.88,
+          236.34,
+          236.41,
+          238.42,
+          236.33,
+          235.89,
+          239.1,
+          236.38,
+          240.38,
+          240.83,
+          239.24,
+          239.19,
+          239.02,
+          238.37,
+          238.13,
+          239.79,
+          238.35,
+          238.26,
+          239.94,
+          239.89,
+          239.7,
+          238.68,
+          239.65,
+          238.35,
+          238.16,
+          238.94,
+          237.91,
+          238.7,
+          238.1,
+          239.03,
+          240.41,
+          239.96,
+          239.44,
+          238.62,
+          238.55,
+          237.78,
+          237.35,
+          235.82,
+          236.5,
+          237.44,
+          235.93,
+          236.86,
+          237.0,
+          237.2,
+          237.0,
+          236.1,
+          236.62,
+          237.3,
+          236.2,
+          237.24,
+          237.18,
+          236.33,
+          237.02,
+          237.26,
+          237.04,
+          236.96,
+          235.71,
+          235.99,
+          237.12,
+          237.13,
+          236.92,
+          236.91,
+          237.75,
+          236.75,
+          237.42,
+          237.78,
+          240.0
+         ],
+         "yaxis": "y"
+        },
         {
          "customdata": [
           [
@@ -46032,7 +55621,7 @@
           "color": "#3366CC",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X",
          "opacity": 1.0,
          "showlegend": false,
@@ -46060,16 +55649,1646 @@
          "showlegend": false,
          "type": "scatter",
          "x": {
-          "bdata": "DQAcACoAVwBiAGMAcQDFACwBLQExATgBOQE6AUkBXwFgAY0BjgGPAZEBkgGTAZUBlgGfAaEBogGjAaQBrAG7AbwBvQG+Ab8BwAHDAcYBxwHKAcsBzAHNAdAB0gHTAdQB7AH0AQ0CEgIUAhYCFwIdAicCKAI6Aj0CQgJFAkYCTQJOAlkCZwJzAnQCeAKDApcCugK8Ar0CyQLKAs0C5QLmAvsC",
+          "bdata": "DQAcACoAVwBiAGMAcQDFACwBLQExATgBOQE6AUkBTAFfAWABjQGOAY8BkQGSAZMBlQGWAZ8BoQGiAaMBpAGsAbsBvAG9Ab4BvwHAAcMBxgHHAcoBywHMAc0B0AHSAdMB1AHsAfQBDQISAhQCFgIXAh0CJwIoAjoCPQJCAkUCRgJNAk4CWQJnAnMCdAJ4AoMClwK6ArwCvQLJAsoCzQLlAuYC+wI=",
           "dtype": "i2"
          },
          "xaxis": "x",
          "y": {
-          "bdata": "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",
+          "bdata": "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",
           "dtype": "f8"
          },
          "yaxis": "y"
         },
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "mR (lanes)",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          53,
+          54,
+          55,
+          56,
+          57,
+          58,
+          59,
+          60,
+          61,
+          62,
+          63,
+          64,
+          65,
+          66,
+          67,
+          68,
+          69,
+          70,
+          71,
+          72,
+          73,
+          74,
+          75,
+          76,
+          77,
+          78,
+          79,
+          80,
+          81,
+          82,
+          83,
+          84,
+          85,
+          86,
+          87,
+          88,
+          89,
+          90,
+          91,
+          92,
+          93,
+          94,
+          95,
+          96,
+          97,
+          98,
+          99,
+          100,
+          100,
+          101,
+          102,
+          103,
+          104,
+          105,
+          106,
+          107,
+          108,
+          109,
+          110,
+          111,
+          112,
+          113,
+          114,
+          115,
+          116,
+          117,
+          118,
+          119,
+          120,
+          121,
+          122,
+          123,
+          124,
+          125,
+          126,
+          127,
+          128,
+          129,
+          130,
+          131,
+          132,
+          133,
+          134,
+          135,
+          136,
+          137,
+          138,
+          139,
+          140,
+          141,
+          142,
+          143,
+          144,
+          145,
+          146,
+          147,
+          148,
+          149,
+          150,
+          151,
+          152,
+          153,
+          154,
+          155,
+          156,
+          157,
+          158,
+          159,
+          160,
+          161,
+          162,
+          163,
+          164,
+          165,
+          166,
+          167,
+          168,
+          169,
+          170,
+          171,
+          172,
+          173,
+          174,
+          175,
+          176,
+          177,
+          178,
+          179,
+          180,
+          181,
+          182,
+          183,
+          184,
+          185,
+          186,
+          187,
+          188,
+          189,
+          190,
+          191,
+          192,
+          193,
+          194,
+          195,
+          196,
+          197,
+          198,
+          199,
+          200,
+          200,
+          201,
+          202,
+          203,
+          204,
+          205,
+          206,
+          207,
+          208,
+          209,
+          210,
+          211,
+          212,
+          213,
+          214,
+          215,
+          216,
+          217,
+          218,
+          219,
+          220,
+          221,
+          222,
+          223,
+          224,
+          225,
+          226,
+          227,
+          228,
+          229,
+          230,
+          231,
+          232,
+          233,
+          234,
+          235,
+          236,
+          237,
+          238,
+          239,
+          240,
+          241,
+          242,
+          243,
+          244,
+          245,
+          246,
+          247,
+          248,
+          249,
+          250,
+          251,
+          252,
+          253,
+          254,
+          255,
+          256,
+          257,
+          258,
+          259,
+          260,
+          261,
+          262,
+          263,
+          264,
+          265,
+          266,
+          267,
+          268,
+          269,
+          270,
+          271,
+          272,
+          273,
+          274,
+          275,
+          276,
+          277,
+          278,
+          279,
+          280,
+          281,
+          282,
+          283,
+          284,
+          285,
+          286,
+          287,
+          288,
+          289,
+          290,
+          291,
+          292,
+          293,
+          294,
+          295,
+          296,
+          297,
+          298,
+          299,
+          300,
+          300,
+          301,
+          302,
+          303,
+          304,
+          305,
+          306,
+          307,
+          308,
+          309,
+          310,
+          311,
+          312,
+          313,
+          314,
+          315,
+          316,
+          317,
+          318,
+          319,
+          320,
+          321,
+          322,
+          323,
+          324,
+          325,
+          326,
+          327,
+          328,
+          329,
+          330,
+          331,
+          332,
+          333,
+          334,
+          335,
+          336,
+          337,
+          338,
+          339,
+          340,
+          341,
+          342,
+          343,
+          344,
+          345,
+          346,
+          347,
+          348,
+          349,
+          350,
+          351,
+          352,
+          353,
+          354,
+          355,
+          356,
+          357,
+          358,
+          359,
+          360,
+          361,
+          362,
+          363,
+          364,
+          365,
+          366,
+          367,
+          368,
+          369,
+          370,
+          371,
+          372,
+          373,
+          374,
+          375,
+          376,
+          377,
+          378,
+          379,
+          380,
+          381,
+          382,
+          383,
+          384,
+          385,
+          386,
+          387,
+          388,
+          389,
+          390,
+          391,
+          392,
+          393,
+          394,
+          395,
+          396,
+          397,
+          398,
+          399,
+          400,
+          400,
+          401,
+          402,
+          403,
+          404,
+          405,
+          406,
+          407,
+          408,
+          409,
+          410,
+          411,
+          412,
+          413,
+          414,
+          415,
+          416,
+          417,
+          418,
+          419,
+          420,
+          421,
+          422,
+          423,
+          424,
+          425,
+          426,
+          427,
+          428,
+          429,
+          430,
+          431,
+          432,
+          433,
+          434,
+          435,
+          436,
+          437,
+          438,
+          439,
+          440,
+          441,
+          442,
+          443,
+          444,
+          445,
+          446,
+          447,
+          448,
+          449,
+          450,
+          451,
+          452,
+          453,
+          454,
+          455,
+          456,
+          457,
+          458,
+          459,
+          460,
+          461,
+          462,
+          463,
+          464,
+          465,
+          466,
+          467,
+          468,
+          469,
+          470,
+          471,
+          472,
+          473,
+          474,
+          475,
+          476,
+          477,
+          478,
+          479,
+          480,
+          481,
+          482,
+          483,
+          484,
+          485,
+          486,
+          487,
+          488,
+          489,
+          490,
+          491,
+          492,
+          493,
+          494,
+          495,
+          496,
+          497,
+          498,
+          499,
+          500,
+          500,
+          501,
+          502,
+          503,
+          504,
+          505,
+          506,
+          507,
+          508,
+          509,
+          510,
+          511,
+          512,
+          513,
+          514,
+          515,
+          516,
+          517,
+          518,
+          519,
+          520,
+          521,
+          522,
+          523,
+          524,
+          525,
+          526,
+          527,
+          528,
+          529,
+          530,
+          531,
+          532,
+          533,
+          534,
+          535,
+          536,
+          537,
+          538,
+          539,
+          540,
+          541,
+          542,
+          543,
+          544,
+          545,
+          546,
+          547,
+          548,
+          549,
+          550,
+          551,
+          552,
+          553,
+          554,
+          555,
+          556,
+          557,
+          558,
+          559,
+          560,
+          561,
+          562,
+          563,
+          564,
+          565,
+          566,
+          567,
+          568,
+          569,
+          570,
+          571,
+          572,
+          573,
+          574,
+          575,
+          576,
+          577,
+          578,
+          579,
+          580,
+          581,
+          582,
+          583,
+          584,
+          585,
+          586,
+          587,
+          588,
+          589,
+          590,
+          591,
+          592,
+          593,
+          594,
+          595,
+          596,
+          597,
+          598,
+          599,
+          600,
+          600,
+          601,
+          602,
+          603,
+          604,
+          605,
+          606,
+          607,
+          608,
+          609,
+          610,
+          611,
+          612,
+          613,
+          614,
+          615,
+          616,
+          617,
+          618,
+          619,
+          620,
+          621,
+          622,
+          623,
+          624,
+          625,
+          626,
+          627,
+          628,
+          629,
+          630,
+          631,
+          632,
+          633,
+          634,
+          635,
+          636,
+          637,
+          638,
+          639,
+          640,
+          641,
+          642,
+          643,
+          644,
+          645,
+          646,
+          647,
+          648,
+          649,
+          650,
+          651,
+          652,
+          653,
+          654,
+          655,
+          656,
+          657,
+          658,
+          659,
+          660,
+          661,
+          662,
+          663,
+          664,
+          665,
+          666,
+          667,
+          668,
+          669,
+          670,
+          671,
+          672,
+          673,
+          674,
+          675,
+          676,
+          677,
+          678,
+          679,
+          680,
+          681,
+          682,
+          683,
+          684,
+          685,
+          686,
+          687,
+          688,
+          689,
+          690,
+          691,
+          692,
+          693,
+          694,
+          695,
+          696,
+          697,
+          698,
+          699,
+          700,
+          700,
+          701,
+          702,
+          703,
+          704,
+          705,
+          706,
+          707,
+          708,
+          709,
+          710,
+          711,
+          712,
+          713,
+          714,
+          715,
+          716,
+          717,
+          718,
+          719,
+          720,
+          721,
+          722,
+          723,
+          724,
+          725,
+          726,
+          727,
+          728,
+          729,
+          730,
+          731,
+          732,
+          733,
+          734,
+          735,
+          736,
+          737,
+          738,
+          739,
+          740,
+          741,
+          742,
+          743,
+          744,
+          745,
+          746,
+          747,
+          748,
+          749,
+          750,
+          751,
+          752,
+          753,
+          754,
+          755,
+          756,
+          757,
+          758,
+          759,
+          760,
+          761,
+          762,
+          763,
+          764,
+          765,
+          766,
+          767,
+          768,
+          769,
+          770,
+          771,
+          772,
+          773,
+          774,
+          775,
+          776,
+          777,
+          778,
+          779,
+          780,
+          781,
+          782,
+          783,
+          784,
+          785,
+          786,
+          787,
+          788,
+          789,
+          790,
+          791,
+          792,
+          793,
+          794,
+          795,
+          796,
+          797,
+          798,
+          799
+         ],
+         "xaxis": "x2",
+         "y": [
+          2.74,
+          0.0,
+          1.89,
+          0.32,
+          0.37,
+          0.83,
+          0.02,
+          0.7,
+          0.05,
+          0.32,
+          0.23,
+          1.9,
+          3.73,
+          7.74,
+          1.27,
+          0.6,
+          0.22,
+          1.52,
+          1.14,
+          0.09,
+          0.28,
+          0.32,
+          0.18,
+          0.08,
+          0.2,
+          0.88,
+          0.3,
+          2.99,
+          1.65,
+          3.0,
+          0.55,
+          0.54,
+          1.05,
+          0.07,
+          0.83,
+          0.48,
+          0.08,
+          0.11,
+          0.29,
+          0.24,
+          2.46,
+          1.33,
+          3.36,
+          0.1,
+          0.51,
+          0.04,
+          0.24,
+          1.09,
+          0.68,
+          0.03,
+          0.44,
+          1.52,
+          2.56,
+          1.24,
+          1.15,
+          1.07,
+          0.98,
+          0.91,
+          0.41,
+          0.01,
+          0.74,
+          0.26,
+          0.48,
+          0.5,
+          0.3,
+          0.42,
+          0.54,
+          0.85,
+          1.94,
+          0.35,
+          0.65,
+          0.84,
+          0.1,
+          0.51,
+          0.71,
+          0.82,
+          0.15,
+          1.99,
+          2.01,
+          0.95,
+          0.35,
+          0.57,
+          0.76,
+          0.63,
+          0.31,
+          0.39,
+          3.58,
+          2.94,
+          1.36,
+          1.35,
+          0.57,
+          0.02,
+          0.22,
+          0.75,
+          0.1,
+          0.36,
+          0.1,
+          2.94,
+          0.26,
+          null,
+          2.28,
+          1.0,
+          0.87,
+          2.01,
+          0.19,
+          0.53,
+          1.61,
+          0.52,
+          0.35,
+          0.45,
+          0.36,
+          0.21,
+          0.09,
+          6.76,
+          4.58,
+          1.66,
+          0.66,
+          1.28,
+          0.08,
+          0.06,
+          0.22,
+          0.1,
+          0.04,
+          0.24,
+          0.52,
+          0.6,
+          0.37,
+          0.35,
+          0.16,
+          0.51,
+          1.01,
+          0.32,
+          1.09,
+          0.28,
+          0.45,
+          0.1,
+          0.45,
+          0.35,
+          0.17,
+          0.3,
+          0.34,
+          0.32,
+          0.43,
+          0.53,
+          0.04,
+          0.1,
+          0.66,
+          0.29,
+          0.91,
+          1.18,
+          0.65,
+          0.76,
+          0.07,
+          1.12,
+          0.22,
+          0.14,
+          0.3,
+          0.31,
+          0.98,
+          1.23,
+          0.8,
+          0.33,
+          0.06,
+          0.97,
+          0.48,
+          0.61,
+          0.44,
+          0.84,
+          1.54,
+          0.69,
+          0.92,
+          0.38,
+          0.32,
+          0.04,
+          0.04,
+          0.5,
+          0.98,
+          2.2,
+          0.99,
+          0.84,
+          0.31,
+          0.91,
+          0.38,
+          0.32,
+          1.79,
+          0.3,
+          0.79,
+          0.97,
+          0.41,
+          1.05,
+          1.79,
+          0.63,
+          0.8,
+          1.02,
+          0.4,
+          0.89,
+          0.02,
+          1.26,
+          1.28,
+          0.07,
+          null,
+          2.65,
+          0.01,
+          0.16,
+          0.22,
+          0.16,
+          0.07,
+          0.09,
+          0.08,
+          0.02,
+          0.4,
+          0.83,
+          0.24,
+          0.4,
+          0.15,
+          0.42,
+          0.49,
+          0.2,
+          1.12,
+          1.21,
+          0.17,
+          0.2,
+          0.81,
+          0.8,
+          0.22,
+          0.6,
+          0.82,
+          0.69,
+          0.64,
+          0.94,
+          0.39,
+          0.47,
+          0.38,
+          0.74,
+          0.55,
+          0.1,
+          0.53,
+          0.54,
+          0.51,
+          1.29,
+          0.84,
+          0.28,
+          0.21,
+          0.05,
+          1.38,
+          0.8,
+          0.87,
+          0.83,
+          0.44,
+          1.43,
+          1.67,
+          1.43,
+          0.64,
+          0.55,
+          0.27,
+          0.55,
+          0.21,
+          0.29,
+          0.21,
+          0.79,
+          0.61,
+          0.01,
+          0.62,
+          1.28,
+          0.78,
+          0.44,
+          1.89,
+          0.15,
+          0.28,
+          2.51,
+          2.6,
+          0.66,
+          0.69,
+          0.68,
+          0.48,
+          1.17,
+          0.7,
+          0.61,
+          0.47,
+          1.67,
+          1.67,
+          0.59,
+          0.31,
+          0.69,
+          1.25,
+          1.12,
+          0.52,
+          0.28,
+          0.9,
+          0.75,
+          0.4,
+          1.5,
+          1.36,
+          0.45,
+          0.31,
+          0.54,
+          0.28,
+          0.38,
+          0.87,
+          0.57,
+          0.0,
+          null,
+          3.97,
+          1.07,
+          1.02,
+          0.07,
+          0.32,
+          0.65,
+          1.0,
+          0.53,
+          1.15,
+          0.37,
+          0.71,
+          0.01,
+          1.45,
+          0.78,
+          0.68,
+          0.76,
+          0.4,
+          0.03,
+          0.74,
+          0.03,
+          0.28,
+          0.84,
+          0.77,
+          0.44,
+          1.13,
+          1.22,
+          0.1,
+          0.82,
+          0.02,
+          0.76,
+          0.83,
+          1.12,
+          1.54,
+          0.45,
+          0.18,
+          0.1,
+          0.25,
+          0.32,
+          0.17,
+          0.08,
+          0.0,
+          0.66,
+          0.16,
+          0.1,
+          0.21,
+          0.48,
+          0.87,
+          0.77,
+          0.11,
+          0.06,
+          0.62,
+          1.87,
+          0.27,
+          0.36,
+          0.94,
+          0.08,
+          0.28,
+          0.24,
+          0.48,
+          1.08,
+          0.97,
+          0.97,
+          0.51,
+          0.65,
+          0.65,
+          1.18,
+          0.98,
+          0.07,
+          1.84,
+          1.2,
+          0.35,
+          0.37,
+          0.37,
+          0.62,
+          0.4,
+          1.27,
+          0.1,
+          0.59,
+          0.52,
+          0.11,
+          0.19,
+          0.29,
+          0.94,
+          0.4,
+          1.08,
+          0.37,
+          0.27,
+          1.04,
+          0.42,
+          0.75,
+          1.23,
+          0.65,
+          1.04,
+          0.86,
+          0.95,
+          1.25,
+          0.13,
+          2.18,
+          0.38,
+          0.01,
+          null,
+          4.04,
+          1.44,
+          0.64,
+          1.43,
+          1.65,
+          2.48,
+          1.06,
+          2.83,
+          0.86,
+          0.11,
+          1.14,
+          0.74,
+          1.07,
+          0.02,
+          1.35,
+          0.39,
+          0.42,
+          1.62,
+          0.5,
+          0.24,
+          0.62,
+          0.96,
+          0.38,
+          0.71,
+          0.0,
+          1.04,
+          0.71,
+          0.55,
+          4.26,
+          5.19,
+          0.93,
+          0.19,
+          0.31,
+          1.03,
+          1.02,
+          0.18,
+          0.39,
+          0.2,
+          0.45,
+          0.46,
+          0.95,
+          0.39,
+          0.75,
+          2.81,
+          0.9,
+          0.22,
+          2.09,
+          1.72,
+          0.03,
+          1.0,
+          0.75,
+          1.19,
+          1.62,
+          0.35,
+          2.63,
+          0.64,
+          0.35,
+          1.19,
+          1.97,
+          0.03,
+          0.65,
+          0.14,
+          0.72,
+          0.34,
+          5.23,
+          6.34,
+          2.05,
+          0.33,
+          0.01,
+          2.74,
+          0.78,
+          0.54,
+          1.36,
+          0.92,
+          0.2,
+          1.15,
+          0.03,
+          1.72,
+          0.44,
+          0.2,
+          0.2,
+          0.59,
+          0.27,
+          0.5,
+          0.43,
+          0.02,
+          0.02,
+          1.23,
+          1.37,
+          0.39,
+          0.45,
+          0.37,
+          6.34,
+          5.9,
+          0.18,
+          0.1,
+          0.0,
+          1.22,
+          1.05,
+          0.11,
+          null,
+          5.01,
+          7.38,
+          2.46,
+          0.6,
+          0.83,
+          0.32,
+          1.32,
+          0.26,
+          0.11,
+          0.22,
+          0.8,
+          0.64,
+          0.48,
+          1.71,
+          0.63,
+          1.15,
+          0.27,
+          0.55,
+          1.24,
+          0.11,
+          0.0,
+          0.37,
+          0.18,
+          0.32,
+          0.59,
+          2.13,
+          0.78,
+          0.7,
+          0.64,
+          1.05,
+          4.61,
+          4.37,
+          0.96,
+          0.69,
+          1.07,
+          0.04,
+          0.78,
+          0.15,
+          0.37,
+          1.8,
+          0.06,
+          3.39,
+          4.74,
+          0.43,
+          0.34,
+          0.96,
+          0.03,
+          0.48,
+          0.77,
+          0.49,
+          0.29,
+          2.36,
+          4.93,
+          8.09,
+          0.32,
+          0.34,
+          0.45,
+          0.01,
+          0.23,
+          0.33,
+          0.15,
+          0.58,
+          0.37,
+          0.89,
+          1.06,
+          0.46,
+          0.5,
+          0.02,
+          0.07,
+          1.43,
+          1.76,
+          1.53,
+          0.37,
+          1.39,
+          1.61,
+          1.11,
+          0.53,
+          0.73,
+          1.79,
+          1.04,
+          0.68,
+          1.05,
+          0.58,
+          1.52,
+          0.65,
+          0.99,
+          0.13,
+          0.18,
+          0.5,
+          2.11,
+          0.14,
+          1.38,
+          0.75,
+          0.93,
+          0.02,
+          1.28,
+          1.31,
+          1.81,
+          0.22,
+          1.67,
+          null,
+          3.64,
+          0.67,
+          0.46,
+          0.18,
+          0.85,
+          0.38,
+          0.23,
+          1.04,
+          0.39,
+          0.26,
+          0.97,
+          0.77,
+          0.52,
+          0.32,
+          0.78,
+          1.32,
+          1.4,
+          0.97,
+          0.53,
+          0.07,
+          0.27,
+          0.58,
+          0.11,
+          0.35,
+          0.53,
+          1.74,
+          0.58,
+          1.07,
+          0.09,
+          0.9,
+          0.39,
+          0.88,
+          1.42,
+          0.4,
+          0.9,
+          0.37,
+          2.61,
+          1.81,
+          1.07,
+          1.87,
+          1.82,
+          2.73,
+          0.21,
+          1.63,
+          0.52,
+          0.59,
+          0.34,
+          0.86,
+          1.63,
+          0.68,
+          0.79,
+          0.09,
+          0.16,
+          0.97,
+          0.2,
+          0.12,
+          0.05,
+          1.12,
+          0.96,
+          0.51,
+          0.14,
+          0.63,
+          0.4,
+          1.08,
+          2.07,
+          0.73,
+          1.12,
+          1.42,
+          0.92,
+          2.99,
+          0.53,
+          0.23,
+          0.54,
+          0.31,
+          0.07,
+          0.49,
+          1.19,
+          0.04,
+          1.2,
+          1.33,
+          1.59,
+          0.89,
+          0.03,
+          0.95,
+          0.55,
+          0.55,
+          0.87,
+          1.62,
+          0.05,
+          1.52,
+          1.1,
+          0.83,
+          0.56,
+          0.22,
+          0.44,
+          0.9,
+          0.36,
+          1.43,
+          1.13,
+          4.5,
+          null,
+          5.75,
+          1.28,
+          1.62,
+          0.04,
+          0.15,
+          0.55,
+          0.69,
+          0.69,
+          0.74,
+          0.21,
+          0.58,
+          0.88,
+          0.29,
+          1.05,
+          0.61,
+          1.92,
+          0.03,
+          1.11,
+          1.09,
+          0.2,
+          0.86,
+          1.43,
+          0.25,
+          0.22,
+          0.52,
+          2.03,
+          0.61,
+          0.38,
+          0.16,
+          0.68,
+          0.32,
+          0.52,
+          0.97,
+          0.23,
+          0.46,
+          0.07,
+          2.01,
+          2.09,
+          0.44,
+          3.21,
+          2.72,
+          4.0,
+          0.45,
+          1.59,
+          0.05,
+          0.17,
+          0.65,
+          0.24,
+          1.66,
+          1.44,
+          0.09,
+          1.68,
+          0.05,
+          0.19,
+          1.02,
+          0.97,
+          1.3,
+          0.19,
+          0.78,
+          1.03,
+          0.79,
+          0.6,
+          0.93,
+          1.38,
+          0.45,
+          0.52,
+          0.82,
+          0.07,
+          0.77,
+          0.43,
+          1.53,
+          0.68,
+          0.94,
+          1.51,
+          0.93,
+          0.14,
+          0.2,
+          0.2,
+          0.9,
+          0.52,
+          0.68,
+          1.1,
+          1.04,
+          0.06,
+          0.85,
+          0.69,
+          0.24,
+          0.22,
+          0.08,
+          1.25,
+          0.28,
+          1.13,
+          0.01,
+          0.21,
+          0.01,
+          0.84,
+          1.0,
+          0.67,
+          0.36,
+          2.22
+         ],
+         "yaxis": "y2"
+        },
         {
          "customdata": [
           [
@@ -50077,7 +61296,7 @@
           "color": "#3366CC",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "mR",
          "opacity": 1.0,
          "showlegend": false,
@@ -50257,7 +61476,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL = 2.840 | CL = 0.870 | LPL = 0.000",
+          "text": "UPL = 2.830 | CL = 0.870 | LPL = 0.000",
           "x": 1.0,
           "xanchor": "right",
           "xref": "x2 domain",
@@ -50728,8 +61947,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 2.84,
-          "y1": 2.84,
+          "y0": 2.83,
+          "y1": 2.83,
           "yref": "y2"
          },
          {
@@ -51875,10 +63094,10 @@
    "execution_count": 21,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.480022Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.479947Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.485486Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.485217Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.599045Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.598979Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.603614Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.603253Z"
     }
    },
    "outputs": [
@@ -51915,10 +63134,10 @@
    "execution_count": 22,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.486455Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.486397Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.497879Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.497530Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.604624Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.604566Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.616241Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.615878Z"
     }
    },
    "outputs": [
@@ -51954,7 +63173,7 @@
           "4_2"
          ],
          "y": {
-          "bdata": "exSuR+HCbUAfhetRuNZtQFyPwvUorG1AZmZmZmbebUCPwvUoXI9tQAAAAAAAoG1AUrgeheuxbUBcj8L1KMRtQA==",
+          "bdata": "CtejcD3CbUDXo3A9CtdtQBSuR+F6rG1ArkfhehTebUAAAAAAAJBtQAAAAAAAoG1AKVyPwvWwbUAUrkfhesRtQA==",
           "dtype": "f8"
          }
         },
@@ -51980,11 +63199,980 @@
           "2_2",
           "3_1",
           "3_2",
-          "4_1",
           "4_2"
          ],
          "y": {
-          "bdata": "exSuR+HCbUAfhetRuNZtQFyPwvUorG1AZmZmZmbebUCPwvUoXI9tQAAAAAAAoG1AUrgeheuxbUBcj8L1KMRtQA==",
+          "bdata": "CtejcD3CbUDXo3A9CtdtQBSuR+F6rG1ArkfhehTebUAAAAAAAJBtQAAAAAAAoG1AFK5H4XrEbUA=",
+          "dtype": "f8"
+         }
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "UPL = 238.1 | CL = 237.8 | LPL = 237.5",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "paper",
+          "y": 1.04,
+          "yanchor": "bottom",
+          "yref": "paper"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 400,
+        "hovermode": "x unified",
+        "margin": {
+         "b": 80
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#E31A1C",
+           "dash": "dash",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 238.06,
+          "y1": 238.06
+         },
+         {
+          "line": {
+           "color": "#E31A1C",
+           "dash": "dash",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 237.51,
+          "y1": 237.51
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 237.79,
+          "y1": 237.79
+         }
+        ],
+        "showlegend": false,
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
+          ],
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
+          ],
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
+          ],
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
+          ],
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
+          ],
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
+          ],
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
+          ],
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
+          ],
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
+          ],
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
+          ],
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
+          ],
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
+          ],
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
+          ],
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
+          ],
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
+          ],
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
+          ],
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
+          ],
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
+          ],
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
+          ],
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
+          ],
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
+          ],
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
+          ],
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
+          ],
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
+          ],
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
+          ],
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "text": "X̄ Chart of R6 (Design Factor Main Effects) Recentered"
+        },
+        "width": 1000,
+        "xaxis": {
+         "automargin": true,
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Subgroup"
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         },
+         "zeroline": false
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds2_val.execute(\n",
+    "    chart='xbar',\n",
+    "    by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2],\n",
+    "    value='R6',\n",
+    "    recentered=True\n",
+    ").plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Process Design Conditions Main Effects - Factor 1 (R6 Recentered)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.617231Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.617178Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.627909Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.627631Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar",
+         "opacity": 1.0,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4"
+         ],
+         "y": {
+          "bdata": "zczMzMzMbUCF61G4HsVtQAAAAAAAmG1AexSuR+G6bUA=",
+          "dtype": "f8"
+         }
+        },
+        {
+         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "line": {
+           "color": "#B2182B",
+           "width": 0.5
+          },
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Beyond Limits",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3"
+         ],
+         "y": {
+          "bdata": "zczMzMzMbUCF61G4HsVtQAAAAAAAmG1A",
           "dtype": "f8"
          }
         }
@@ -52850,7 +65038,7 @@
          "showgrid": true,
          "showline": true,
          "title": {
-          "text": "Subgroup"
+          "text": "Factor 1"
          },
          "type": "category"
         },
@@ -52876,7 +65064,7 @@
    "source": [
     "study_sds2_val.execute(\n",
     "    chart='xbar',\n",
-    "    by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2],\n",
+    "    by=[pb.cols.FACTOR_1],\n",
     "    value='R6',\n",
     "    recentered=True\n",
     ").plot(theme='ggplot').show()"
@@ -52886,18 +65074,18 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Process Design Conditions Main Effects - Factor 1 (R6 Recentered)"
+    "### Process Design Conditions Main Effects - Factor 2 (R6 Recentered)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 24,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.498738Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.498685Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.509395Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.509017Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.628950Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.628897Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.639622Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.639333Z"
     }
    },
    "outputs": [
@@ -52924,12 +65112,10 @@
          "type": "scatter",
          "x": [
           "1",
-          "2",
-          "3",
-          "4"
+          "2"
          ],
          "y": {
-          "bdata": "zczMzMzMbUCF61G4HsVtQEjhehSul21AexSuR+G6bUA=",
+          "bdata": "pHA9CterbUBmZmZmZsZtQA==",
           "dtype": "f8"
          }
         },
@@ -52950,11 +65136,10 @@
          "type": "scatter",
          "x": [
           "1",
-          "2",
-          "3"
+          "2"
          ],
          "y": {
-          "bdata": "zczMzMzMbUCF61G4HsVtQEjhehSul21A",
+          "bdata": "pHA9CterbUBmZmZmZsZtQA==",
           "dtype": "f8"
          }
         }
@@ -53000,8 +65185,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 237.92,
-          "y1": 237.92
+          "y0": 237.93,
+          "y1": 237.93
          },
          {
           "line": {
@@ -53820,7 +66005,7 @@
          "showgrid": true,
          "showline": true,
          "title": {
-          "text": "Factor 1"
+          "text": "Factor 2"
          },
          "type": "category"
         },
@@ -53846,7 +66031,7 @@
    "source": [
     "study_sds2_val.execute(\n",
     "    chart='xbar',\n",
-    "    by=[pb.cols.FACTOR_1],\n",
+    "    by=[pb.cols.FACTOR_2],\n",
     "    value='R6',\n",
     "    recentered=True\n",
     ").plot(theme='ggplot').show()"
@@ -53856,18 +66041,18 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Process Design Conditions Main Effects - Factor 2 (R6 Recentered)"
+    "### Test of Maximum Information R2"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 25,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.510249Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.510203Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.520654Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.520377Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.640631Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.640581Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.662966Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.662691Z"
     }
    },
    "outputs": [
@@ -53879,1098 +66064,1761 @@
        },
        "data": [
         {
-         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "hoverinfo": "skip",
          "line": {
           "color": "#3366CC",
           "width": 1.0
          },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "Xbar",
+         "mode": "lines",
+         "name": "X (lanes)",
          "opacity": 1.0,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2"
-         ],
-         "y": {
-          "bdata": "XI/C9SisbUBmZmZmZsZtQA==",
-          "dtype": "f8"
-         }
-        },
-        {
-         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "line": {
-           "color": "#B2182B",
-           "width": 0.5
-          },
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Beyond Limits",
          "showlegend": false,
          "type": "scatter",
          "x": [
-          "1",
-          "2"
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          53,
+          54,
+          55,
+          56,
+          57,
+          58,
+          59,
+          60,
+          61,
+          62,
+          63,
+          64,
+          65,
+          66,
+          67,
+          68,
+          69,
+          70,
+          71,
+          72,
+          73,
+          74,
+          75,
+          76,
+          77,
+          78,
+          79,
+          80,
+          81,
+          82,
+          83,
+          84,
+          85,
+          86,
+          87,
+          88,
+          89,
+          90,
+          91,
+          92,
+          93,
+          94,
+          95,
+          96,
+          97,
+          98,
+          99,
+          100,
+          100,
+          101,
+          102,
+          103,
+          104,
+          105,
+          106,
+          107,
+          108,
+          109,
+          110,
+          111,
+          112,
+          113,
+          114,
+          115,
+          116,
+          117,
+          118,
+          119,
+          120,
+          121,
+          122,
+          123,
+          124,
+          125,
+          126,
+          127,
+          128,
+          129,
+          130,
+          131,
+          132,
+          133,
+          134,
+          135,
+          136,
+          137,
+          138,
+          139,
+          140,
+          141,
+          142,
+          143,
+          144,
+          145,
+          146,
+          147,
+          148,
+          149,
+          150,
+          151,
+          152,
+          153,
+          154,
+          155,
+          156,
+          157,
+          158,
+          159,
+          160,
+          161,
+          162,
+          163,
+          164,
+          165,
+          166,
+          167,
+          168,
+          169,
+          170,
+          171,
+          172,
+          173,
+          174,
+          175,
+          176,
+          177,
+          178,
+          179,
+          180,
+          181,
+          182,
+          183,
+          184,
+          185,
+          186,
+          187,
+          188,
+          189,
+          190,
+          191,
+          192,
+          193,
+          194,
+          195,
+          196,
+          197,
+          198,
+          199,
+          200,
+          200,
+          201,
+          202,
+          203,
+          204,
+          205,
+          206,
+          207,
+          208,
+          209,
+          210,
+          211,
+          212,
+          213,
+          214,
+          215,
+          216,
+          217,
+          218,
+          219,
+          220,
+          221,
+          222,
+          223,
+          224,
+          225,
+          226,
+          227,
+          228,
+          229,
+          230,
+          231,
+          232,
+          233,
+          234,
+          235,
+          236,
+          237,
+          238,
+          239,
+          240,
+          241,
+          242,
+          243,
+          244,
+          245,
+          246,
+          247,
+          248,
+          249,
+          250,
+          251,
+          252,
+          253,
+          254,
+          255,
+          256,
+          257,
+          258,
+          259,
+          260,
+          261,
+          262,
+          263,
+          264,
+          265,
+          266,
+          267,
+          268,
+          269,
+          270,
+          271,
+          272,
+          273,
+          274,
+          275,
+          276,
+          277,
+          278,
+          279,
+          280,
+          281,
+          282,
+          283,
+          284,
+          285,
+          286,
+          287,
+          288,
+          289,
+          290,
+          291,
+          292,
+          293,
+          294,
+          295,
+          296,
+          297,
+          298,
+          299,
+          300,
+          300,
+          301,
+          302,
+          303,
+          304,
+          305,
+          306,
+          307,
+          308,
+          309,
+          310,
+          311,
+          312,
+          313,
+          314,
+          315,
+          316,
+          317,
+          318,
+          319,
+          320,
+          321,
+          322,
+          323,
+          324,
+          325,
+          326,
+          327,
+          328,
+          329,
+          330,
+          331,
+          332,
+          333,
+          334,
+          335,
+          336,
+          337,
+          338,
+          339,
+          340,
+          341,
+          342,
+          343,
+          344,
+          345,
+          346,
+          347,
+          348,
+          349,
+          350,
+          351,
+          352,
+          353,
+          354,
+          355,
+          356,
+          357,
+          358,
+          359,
+          360,
+          361,
+          362,
+          363,
+          364,
+          365,
+          366,
+          367,
+          368,
+          369,
+          370,
+          371,
+          372,
+          373,
+          374,
+          375,
+          376,
+          377,
+          378,
+          379,
+          380,
+          381,
+          382,
+          383,
+          384,
+          385,
+          386,
+          387,
+          388,
+          389,
+          390,
+          391,
+          392,
+          393,
+          394,
+          395,
+          396,
+          397,
+          398,
+          399,
+          400,
+          400,
+          401,
+          402,
+          403,
+          404,
+          405,
+          406,
+          407,
+          408,
+          409,
+          410,
+          411,
+          412,
+          413,
+          414,
+          415,
+          416,
+          417,
+          418,
+          419,
+          420,
+          421,
+          422,
+          423,
+          424,
+          425,
+          426,
+          427,
+          428,
+          429,
+          430,
+          431,
+          432,
+          433,
+          434,
+          435,
+          436,
+          437,
+          438,
+          439,
+          440,
+          441,
+          442,
+          443,
+          444,
+          445,
+          446,
+          447,
+          448,
+          449,
+          450,
+          451,
+          452,
+          453,
+          454,
+          455,
+          456,
+          457,
+          458,
+          459,
+          460,
+          461,
+          462,
+          463,
+          464,
+          465,
+          466,
+          467,
+          468,
+          469,
+          470,
+          471,
+          472,
+          473,
+          474,
+          475,
+          476,
+          477,
+          478,
+          479,
+          480,
+          481,
+          482,
+          483,
+          484,
+          485,
+          486,
+          487,
+          488,
+          489,
+          490,
+          491,
+          492,
+          493,
+          494,
+          495,
+          496,
+          497,
+          498,
+          499,
+          500,
+          500,
+          501,
+          502,
+          503,
+          504,
+          505,
+          506,
+          507,
+          508,
+          509,
+          510,
+          511,
+          512,
+          513,
+          514,
+          515,
+          516,
+          517,
+          518,
+          519,
+          520,
+          521,
+          522,
+          523,
+          524,
+          525,
+          526,
+          527,
+          528,
+          529,
+          530,
+          531,
+          532,
+          533,
+          534,
+          535,
+          536,
+          537,
+          538,
+          539,
+          540,
+          541,
+          542,
+          543,
+          544,
+          545,
+          546,
+          547,
+          548,
+          549,
+          550,
+          551,
+          552,
+          553,
+          554,
+          555,
+          556,
+          557,
+          558,
+          559,
+          560,
+          561,
+          562,
+          563,
+          564,
+          565,
+          566,
+          567,
+          568,
+          569,
+          570,
+          571,
+          572,
+          573,
+          574,
+          575,
+          576,
+          577,
+          578,
+          579,
+          580,
+          581,
+          582,
+          583,
+          584,
+          585,
+          586,
+          587,
+          588,
+          589,
+          590,
+          591,
+          592,
+          593,
+          594,
+          595,
+          596,
+          597,
+          598,
+          599,
+          600,
+          600,
+          601,
+          602,
+          603,
+          604,
+          605,
+          606,
+          607,
+          608,
+          609,
+          610,
+          611,
+          612,
+          613,
+          614,
+          615,
+          616,
+          617,
+          618,
+          619,
+          620,
+          621,
+          622,
+          623,
+          624,
+          625,
+          626,
+          627,
+          628,
+          629,
+          630,
+          631,
+          632,
+          633,
+          634,
+          635,
+          636,
+          637,
+          638,
+          639,
+          640,
+          641,
+          642,
+          643,
+          644,
+          645,
+          646,
+          647,
+          648,
+          649,
+          650,
+          651,
+          652,
+          653,
+          654,
+          655,
+          656,
+          657,
+          658,
+          659,
+          660,
+          661,
+          662,
+          663,
+          664,
+          665,
+          666,
+          667,
+          668,
+          669,
+          670,
+          671,
+          672,
+          673,
+          674,
+          675,
+          676,
+          677,
+          678,
+          679,
+          680,
+          681,
+          682,
+          683,
+          684,
+          685,
+          686,
+          687,
+          688,
+          689,
+          690,
+          691,
+          692,
+          693,
+          694,
+          695,
+          696,
+          697,
+          698,
+          699,
+          700,
+          700,
+          701,
+          702,
+          703,
+          704,
+          705,
+          706,
+          707,
+          708,
+          709,
+          710,
+          711,
+          712,
+          713,
+          714,
+          715,
+          716,
+          717,
+          718,
+          719,
+          720,
+          721,
+          722,
+          723,
+          724,
+          725,
+          726,
+          727,
+          728,
+          729,
+          730,
+          731,
+          732,
+          733,
+          734,
+          735,
+          736,
+          737,
+          738,
+          739,
+          740,
+          741,
+          742,
+          743,
+          744,
+          745,
+          746,
+          747,
+          748,
+          749,
+          750,
+          751,
+          752,
+          753,
+          754,
+          755,
+          756,
+          757,
+          758,
+          759,
+          760,
+          761,
+          762,
+          763,
+          764,
+          765,
+          766,
+          767,
+          768,
+          769,
+          770,
+          771,
+          772,
+          773,
+          774,
+          775,
+          776,
+          777,
+          778,
+          779,
+          780,
+          781,
+          782,
+          783,
+          784,
+          785,
+          786,
+          787,
+          788,
+          789,
+          790,
+          791,
+          792,
+          793,
+          794,
+          795,
+          796,
+          797,
+          798,
+          799
          ],
-         "y": {
-          "bdata": "XI/C9SisbUBmZmZmZsZtQA==",
-          "dtype": "f8"
-         }
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 237.9 | CL = 237.8 | LPL = 237.7",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "paper",
-          "y": 1.04,
-          "yanchor": "bottom",
-          "yref": "paper"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 400,
-        "hovermode": "x unified",
-        "margin": {
-         "b": 80
+         "y": [
+          null,
+          1.64,
+          0.4,
+          -1.67,
+          -0.57,
+          0.33,
+          1.1,
+          -0.32,
+          -0.55,
+          0.08,
+          -0.26,
+          0.16,
+          -1.65,
+          -2.22,
+          5.02,
+          -0.43,
+          -0.68,
+          0.46,
+          1.08,
+          -0.75,
+          -0.16,
+          0.2,
+          -0.22,
+          0.03,
+          0.0,
+          -0.25,
+          -0.73,
+          -0.51,
+          -1.7,
+          0.77,
+          2.73,
+          -0.59,
+          0.12,
+          -0.72,
+          0.34,
+          0.59,
+          -0.37,
+          0.07,
+          0.14,
+          -0.64,
+          0.27,
+          -1.45,
+          -1.46,
+          3.02,
+          -0.32,
+          0.53,
+          0.26,
+          -0.16,
+          -0.74,
+          0.42,
+          0.04,
+          -0.42,
+          -0.74,
+          1.18,
+          -0.37,
+          0.63,
+          -0.61,
+          0.44,
+          -0.49,
+          0.51,
+          -0.3,
+          -0.24,
+          0.09,
+          -0.05,
+          0.18,
+          -0.74,
+          0.76,
+          0.2,
+          -0.19,
+          0.72,
+          0.24,
+          0.11,
+          -0.5,
+          0.19,
+          -0.0,
+          -0.44,
+          0.32,
+          0.24,
+          -0.8,
+          0.83,
+          -0.58,
+          0.55,
+          0.19,
+          -0.46,
+          -0.54,
+          -0.41,
+          0.43,
+          -2.92,
+          2.29,
+          1.46,
+          -1.23,
+          0.25,
+          0.81,
+          -0.53,
+          -0.6,
+          0.14,
+          0.37,
+          -0.66,
+          -1.91,
+          -0.11,
+          null,
+          1.91,
+          -1.2,
+          1.06,
+          1.3,
+          -0.47,
+          0.45,
+          -0.75,
+          0.06,
+          0.25,
+          0.38,
+          -0.29,
+          0.14,
+          -0.28,
+          -4.52,
+          2.62,
+          1.8,
+          0.28,
+          -0.68,
+          -0.01,
+          0.16,
+          -0.26,
+          0.07,
+          -0.01,
+          0.08,
+          0.46,
+          0.36,
+          -0.34,
+          -0.01,
+          0.45,
+          -0.1,
+          -0.31,
+          -0.42,
+          0.53,
+          -0.14,
+          -0.06,
+          -0.11,
+          0.34,
+          -0.26,
+          0.19,
+          -0.19,
+          0.35,
+          0.18,
+          -0.12,
+          0.06,
+          -0.28,
+          0.22,
+          -0.21,
+          -0.12,
+          0.78,
+          -0.99,
+          0.51,
+          0.49,
+          0.47,
+          -1.62,
+          0.74,
+          -0.35,
+          0.43,
+          -0.54,
+          0.95,
+          -0.73,
+          0.3,
+          0.07,
+          -0.15,
+          0.32,
+          0.19,
+          -0.97,
+          0.11,
+          0.43,
+          -0.71,
+          -0.23,
+          -0.19,
+          -0.09,
+          0.38,
+          0.3,
+          -0.36,
+          -0.28,
+          0.44,
+          -1.54,
+          1.47,
+          -0.06,
+          0.37,
+          -0.41,
+          -0.53,
+          0.37,
+          1.3,
+          -0.4,
+          -0.46,
+          0.53,
+          -0.25,
+          -0.37,
+          1.16,
+          -0.66,
+          0.19,
+          0.07,
+          0.27,
+          -0.62,
+          0.12,
+          0.22,
+          -0.65,
+          0.14,
+          null,
+          -0.44,
+          -0.44,
+          0.53,
+          -0.06,
+          -0.21,
+          -0.0,
+          0.54,
+          -0.27,
+          -0.0,
+          -0.26,
+          0.61,
+          -0.2,
+          0.09,
+          0.73,
+          -1.18,
+          0.16,
+          -0.37,
+          -0.56,
+          0.85,
+          0.24,
+          -0.25,
+          0.61,
+          -0.59,
+          0.06,
+          0.52,
+          0.52,
+          -0.59,
+          -0.76,
+          1.29,
+          -0.78,
+          0.1,
+          -0.46,
+          0.27,
+          -0.34,
+          0.36,
+          -0.44,
+          0.41,
+          0.39,
+          -0.92,
+          0.22,
+          0.3,
+          0.58,
+          -0.41,
+          -0.58,
+          0.36,
+          -0.52,
+          0.93,
+          -0.01,
+          -1.0,
+          1.18,
+          -1.07,
+          0.4,
+          0.83,
+          -0.97,
+          0.16,
+          -0.08,
+          0.42,
+          -0.15,
+          -0.4,
+          0.66,
+          -0.31,
+          0.79,
+          -1.08,
+          0.17,
+          0.89,
+          0.93,
+          0.33,
+          -0.42,
+          -1.45,
+          1.23,
+          0.0,
+          0.15,
+          -0.38,
+          -0.1,
+          0.5,
+          -0.43,
+          0.16,
+          0.48,
+          -0.55,
+          0.57,
+          -0.31,
+          0.05,
+          0.28,
+          -0.83,
+          -0.91,
+          0.23,
+          -0.08,
+          0.48,
+          -0.51,
+          0.73,
+          -1.34,
+          0.85,
+          0.46,
+          -0.47,
+          -0.44,
+          0.27,
+          0.39,
+          -1.4,
+          0.75,
+          0.09,
+          null,
+          2.47,
+          -1.26,
+          -0.37,
+          -0.29,
+          -0.08,
+          0.54,
+          -0.29,
+          -0.74,
+          0.85,
+          -0.24,
+          -0.56,
+          -0.03,
+          0.89,
+          1.21,
+          -1.38,
+          -0.04,
+          0.08,
+          0.32,
+          -0.64,
+          0.09,
+          0.12,
+          -0.65,
+          0.61,
+          -0.44,
+          -0.79,
+          0.82,
+          -0.14,
+          0.34,
+          0.59,
+          0.09,
+          -0.18,
+          -1.02,
+          0.88,
+          -0.27,
+          0.15,
+          -0.11,
+          -0.19,
+          0.25,
+          -0.07,
+          -0.48,
+          0.09,
+          0.92,
+          -0.57,
+          0.54,
+          -0.09,
+          -0.22,
+          -0.37,
+          0.24,
+          0.01,
+          -0.05,
+          -0.45,
+          1.34,
+          0.21,
+          -1.04,
+          -0.14,
+          -0.3,
+          -0.01,
+          -0.13,
+          0.57,
+          -0.62,
+          0.43,
+          -0.42,
+          0.28,
+          0.08,
+          0.06,
+          -1.4,
+          -0.3,
+          -0.16,
+          1.86,
+          -1.66,
+          0.24,
+          -0.1,
+          0.42,
+          -0.2,
+          -0.7,
+          1.06,
+          -0.38,
+          -0.32,
+          0.32,
+          -0.61,
+          -0.01,
+          0.07,
+          0.47,
+          0.43,
+          0.76,
+          -0.45,
+          -0.07,
+          0.59,
+          -0.26,
+          -0.14,
+          0.73,
+          -0.68,
+          0.01,
+          -0.05,
+          0.69,
+          -0.89,
+          0.2,
+          0.92,
+          0.03,
+          0.09,
+          null,
+          -0.63,
+          -1.54,
+          -0.08,
+          0.85,
+          0.93,
+          -1.84,
+          -0.33,
+          1.81,
+          -0.67,
+          0.12,
+          0.85,
+          -0.58,
+          0.6,
+          0.63,
+          -1.89,
+          0.24,
+          0.1,
+          -0.94,
+          0.31,
+          -0.07,
+          0.38,
+          0.72,
+          -0.27,
+          0.43,
+          0.06,
+          0.69,
+          0.48,
+          0.14,
+          -2.66,
+          3.46,
+          -0.25,
+          -0.03,
+          -0.53,
+          0.86,
+          -0.49,
+          -0.17,
+          -0.3,
+          -0.15,
+          -0.28,
+          -0.06,
+          -0.63,
+          0.12,
+          0.12,
+          -1.67,
+          0.44,
+          -0.02,
+          -1.29,
+          0.96,
+          0.07,
+          0.67,
+          0.59,
+          -0.99,
+          1.65,
+          -0.5,
+          -1.42,
+          0.25,
+          0.47,
+          0.6,
+          -1.29,
+          0.22,
+          0.19,
+          0.21,
+          0.44,
+          -0.16,
+          -3.42,
+          4.31,
+          -1.12,
+          -0.46,
+          0.45,
+          1.33,
+          1.1,
+          -0.79,
+          -0.9,
+          0.97,
+          -0.24,
+          -0.78,
+          -0.28,
+          1.43,
+          0.38,
+          -0.85,
+          0.29,
+          -0.16,
+          -0.04,
+          -0.26,
+          0.27,
+          -0.15,
+          0.15,
+          0.73,
+          -0.98,
+          0.73,
+          0.14,
+          -0.47,
+          -4.02,
+          3.78,
+          -0.17,
+          -0.02,
+          0.1,
+          0.19,
+          -0.48,
+          0.0,
+          null,
+          -3.55,
+          5.16,
+          -1.47,
+          0.22,
+          0.3,
+          0.29,
+          -0.53,
+          -0.14,
+          -0.1,
+          0.21,
+          -0.62,
+          0.47,
+          0.15,
+          1.91,
+          -1.34,
+          -0.34,
+          -0.02,
+          0.71,
+          -1.02,
+          0.2,
+          -0.09,
+          -0.29,
+          0.16,
+          0.14,
+          -0.38,
+          -1.72,
+          0.53,
+          0.25,
+          1.06,
+          -1.28,
+          -3.05,
+          3.15,
+          -1.02,
+          0.6,
+          -0.53,
+          -0.01,
+          0.59,
+          -0.11,
+          0.34,
+          0.95,
+          0.13,
+          -2.16,
+          3.15,
+          0.14,
+          0.01,
+          -0.59,
+          0.32,
+          -0.71,
+          0.68,
+          -0.47,
+          -0.2,
+          -1.88,
+          -3.33,
+          5.38,
+          0.82,
+          -0.5,
+          -0.14,
+          -0.3,
+          0.38,
+          -0.05,
+          -0.19,
+          -0.12,
+          -0.39,
+          0.26,
+          -0.25,
+          -0.16,
+          0.82,
+          -0.19,
+          0.41,
+          -1.84,
+          -0.83,
+          0.78,
+          0.42,
+          -0.79,
+          0.83,
+          0.94,
+          -0.71,
+          -0.43,
+          -0.65,
+          0.09,
+          0.65,
+          -0.51,
+          -0.69,
+          1.28,
+          -0.55,
+          0.58,
+          0.23,
+          -0.07,
+          -0.32,
+          -1.17,
+          -0.1,
+          0.86,
+          1.37,
+          -1.41,
+          -0.02,
+          1.03,
+          -0.89,
+          0.63,
+          0.49,
+          1.35,
+          null,
+          -2.62,
+          -0.95,
+          0.75,
+          -0.1,
+          0.32,
+          -0.24,
+          0.3,
+          0.45,
+          -0.32,
+          -0.16,
+          0.72,
+          -0.6,
+          0.18,
+          0.86,
+          -1.45,
+          -0.47,
+          0.84,
+          -0.44,
+          0.33,
+          0.17,
+          -0.3,
+          0.43,
+          0.11,
+          -0.37,
+          0.47,
+          1.22,
+          0.38,
+          0.53,
+          0.51,
+          -1.17,
+          0.75,
+          -0.84,
+          0.79,
+          -0.23,
+          -0.4,
+          0.24,
+          -1.99,
+          1.38,
+          0.87,
+          -1.83,
+          1.47,
+          -1.65,
+          -0.61,
+          -0.77,
+          0.15,
+          0.59,
+          0.55,
+          0.31,
+          -1.15,
+          0.42,
+          0.62,
+          -0.15,
+          0.54,
+          -1.51,
+          0.42,
+          -0.15,
+          0.24,
+          0.54,
+          -0.52,
+          0.59,
+          -0.41,
+          -0.16,
+          0.2,
+          -1.24,
+          2.13,
+          -1.06,
+          -0.41,
+          0.87,
+          -0.24,
+          1.52,
+          0.1,
+          -0.2,
+          -0.28,
+          0.5,
+          -0.34,
+          -0.27,
+          0.6,
+          0.16,
+          -0.2,
+          0.32,
+          -1.07,
+          0.96,
+          -0.22,
+          -0.6,
+          0.36,
+          0.25,
+          -0.53,
+          1.03,
+          0.02,
+          -0.72,
+          0.63,
+          -0.82,
+          0.37,
+          -0.53,
+          0.3,
+          -0.62,
+          0.37,
+          0.35,
+          1.18,
+          -3.33,
+          null,
+          4.6,
+          -1.42,
+          -0.83,
+          -0.26,
+          -0.21,
+          0.47,
+          -0.05,
+          -0.86,
+          0.54,
+          -0.12,
+          -0.46,
+          0.65,
+          0.01,
+          1.41,
+          -0.4,
+          -0.92,
+          -0.24,
+          1.14,
+          -0.9,
+          -0.04,
+          0.56,
+          -1.09,
+          0.21,
+          0.06,
+          -0.33,
+          -1.64,
+          0.4,
+          0.01,
+          0.45,
+          -1.0,
+          0.21,
+          0.22,
+          -1.03,
+          0.25,
+          0.63,
+          0.02,
+          1.52,
+          -1.58,
+          -0.27,
+          2.02,
+          -1.98,
+          3.46,
+          -0.11,
+          -0.74,
+          -0.28,
+          0.01,
+          -0.2,
+          -0.52,
+          1.35,
+          -1.19,
+          -0.05,
+          1.19,
+          0.38,
+          -0.91,
+          -0.2,
+          0.5,
+          -0.79,
+          -0.45,
+          0.8,
+          -0.58,
+          0.29,
+          -0.14,
+          0.6,
+          0.63,
+          0.21,
+          -0.9,
+          -0.18,
+          -0.26,
+          -0.13,
+          -1.08,
+          -0.66,
+          0.14,
+          0.85,
+          -0.88,
+          0.31,
+          0.2,
+          -0.15,
+          -0.02,
+          0.03,
+          -0.3,
+          0.65,
+          -0.55,
+          0.55,
+          0.08,
+          -0.7,
+          0.35,
+          0.32,
+          -0.37,
+          0.0,
+          -0.52,
+          0.01,
+          0.67,
+          0.81,
+          -0.86,
+          -0.04,
+          0.7,
+          -0.66,
+          -0.23,
+          0.59,
+          1.77
+         ]
         },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 237.88,
-          "y1": 237.88
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 237.69,
-          "y1": 237.69
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 237.79,
-          "y1": 237.79
-         }
-        ],
-        "showlegend": false,
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
+        {
+         "customdata": [
+          [
+           "1_1",
+           1,
+           1
           ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
+          [
+           "1_1",
+           2,
+           6
           ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
+          [
+           "1_1",
+           3,
+           11
           ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
+          [
+           "1_1",
+           4,
+           16
           ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
+          [
+           "1_1",
+           5,
+           21
           ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
+          [
+           "1_1",
+           6,
+           26
           ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
+          [
+           "1_1",
+           7,
+           31
           ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
+          [
+           "1_1",
+           8,
+           36
           ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
+          [
+           "1_1",
+           9,
+           41
           ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
+          [
+           "1_1",
+           10,
+           46
           ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
+          [
+           "1_1",
+           11,
+           51
           ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
+          [
+           "1_1",
+           12,
+           56
           ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
+          [
+           "1_1",
+           13,
+           61
           ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
+          [
+           "1_1",
+           14,
+           66
           ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
+          [
+           "1_1",
+           15,
+           71
           ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
+          [
+           "1_1",
+           16,
+           76
           ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
+          [
+           "1_1",
+           17,
+           81
           ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
+          [
+           "1_1",
+           18,
+           86
           ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
+          [
+           "1_1",
+           19,
+           91
           ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
+          [
+           "1_1",
+           20,
+           96
           ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
+          [
+           "1_1",
+           21,
+           101
           ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
+          [
+           "1_1",
+           22,
+           106
           ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
+          [
+           "1_1",
+           23,
+           111
           ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
+          [
+           "1_1",
+           24,
+           116
           ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "X̄ Chart of R6 (Design Factor Main Effects) Recentered"
-        },
-        "width": 1000,
-        "xaxis": {
-         "automargin": true,
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Factor 2"
-         },
-         "type": "category"
-        },
-        "yaxis": {
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Sample Average"
-         },
-         "zeroline": false
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds2_val.execute(\n",
-    "    chart='xbar',\n",
-    "    by=[pb.cols.FACTOR_2],\n",
-    "    value='R6',\n",
-    "    recentered=True\n",
-    ").plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Test of Maximum Information R2"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.521501Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.521439Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.542322Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.541951Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "customdata": [
-          [
-           "1_1",
-           1,
-           1
-          ],
-          [
-           "1_1",
-           2,
-           6
-          ],
-          [
-           "1_1",
-           3,
-           11
-          ],
-          [
-           "1_1",
-           4,
-           16
-          ],
-          [
-           "1_1",
-           5,
-           21
-          ],
-          [
-           "1_1",
-           6,
-           26
-          ],
-          [
-           "1_1",
-           7,
-           31
-          ],
-          [
-           "1_1",
-           8,
-           36
-          ],
-          [
-           "1_1",
-           9,
-           41
-          ],
-          [
-           "1_1",
-           10,
-           46
-          ],
-          [
-           "1_1",
-           11,
-           51
-          ],
-          [
-           "1_1",
-           12,
-           56
-          ],
-          [
-           "1_1",
-           13,
-           61
-          ],
-          [
-           "1_1",
-           14,
-           66
-          ],
-          [
-           "1_1",
-           15,
-           71
-          ],
-          [
-           "1_1",
-           16,
-           76
-          ],
-          [
-           "1_1",
-           17,
-           81
-          ],
-          [
-           "1_1",
-           18,
-           86
-          ],
-          [
-           "1_1",
-           19,
-           91
-          ],
-          [
-           "1_1",
-           20,
-           96
-          ],
-          [
-           "1_1",
-           21,
-           101
-          ],
-          [
-           "1_1",
-           22,
-           106
-          ],
-          [
-           "1_1",
-           23,
-           111
-          ],
-          [
-           "1_1",
-           24,
-           116
-          ],
-          [
-           "1_1",
-           25,
-           121
+          [
+           "1_1",
+           25,
+           121
           ],
           [
            "1_1",
@@ -58857,7 +71705,7 @@
           "color": "#3366CC",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X",
          "opacity": 1.0,
          "type": "scatter",
@@ -58866,7 +71714,7 @@
           "dtype": "i2"
          },
          "y": {
-          "bdata": "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",
+          "bdata": "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",
           "dtype": "f8"
          }
         },
@@ -58886,11 +71734,11 @@
          "showlegend": false,
          "type": "scatter",
          "x": {
-          "bdata": "DgBxAHIALAGQAawBrQHQAdEB7AHtAfQB9QESAhMCHgIoAikCuwK8AuUC",
+          "bdata": "DgArAFcAcQCtAdAB0QHsAe0B9AH1ARICEwIeAigCKQK7ArwC5QI=",
           "dtype": "i2"
          },
          "y": {
-          "bdata": "9ihcj8L1DkAK16NwPQoLwFK4HoXrUQJA16NwPQrX/z8pXI/C9SgAwArXo3A9CgHAzczMzMzMBEDhehSuR+EEwFyPwvUoXAlAXI/C9ShcCcCamZmZmZkHQAAAAAAAAATAhetRuB6FDUB7FK5H4XoCwHE9CtejcAFA9ihcj8L1AkDD9Shcj8IDwClcj8L1KBBAAAAAAAAAAsAK16NwPQoHQAAAAAAAAABA",
+          "bdata": "FK5H4XoUFEApXI/C9SgIQFyPwvUoXAfAFK5H4XoUEsCuR+F6FK4LQFyPwvUoXAvAPQrXo3A9EUAUrkfhehQQwD0K16NwPQ5AZmZmZmZmDMCkcD0K16MUQGZmZmZmZgjAMzMzMzMzCUAzMzMzMzMJQKRwPQrXowrAhetRuB6FFUCkcD0K16MKwGZmZmZmZhJArkfhehSuC0A=",
           "dtype": "f8"
          }
         }
@@ -58904,7 +71752,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL = 1.940 | CL = 0.000 | LPL = -1.940",
+          "text": "UPL = 2.760 | CL = 0.000 | LPL = -2.760",
           "x": 1.0,
           "xanchor": "right",
           "xref": "paper",
@@ -59040,8 +71888,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 1.94,
-          "y1": 1.94
+          "y0": 2.76,
+          "y1": 2.76
          },
          {
           "line": {
@@ -59053,8 +71901,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": -1.94,
-          "y1": -1.94
+          "y0": -2.76,
+          "y1": -2.76
          },
          {
           "line": {
@@ -59078,8 +71926,8 @@
           "type": "line",
           "x0": 100,
           "x1": 100,
-          "y0": -3.751,
-          "y1": 4.411
+          "y0": -5.015,
+          "y1": 5.875
          },
          {
           "line": {
@@ -59090,8 +71938,8 @@
           "type": "line",
           "x0": 200,
           "x1": 200,
-          "y0": -3.751,
-          "y1": 4.411
+          "y0": -5.015,
+          "y1": 5.875
          },
          {
           "line": {
@@ -59102,8 +71950,8 @@
           "type": "line",
           "x0": 300,
           "x1": 300,
-          "y0": -3.751,
-          "y1": 4.411
+          "y0": -5.015,
+          "y1": 5.875
          },
          {
           "line": {
@@ -59114,8 +71962,8 @@
           "type": "line",
           "x0": 400,
           "x1": 400,
-          "y0": -3.751,
-          "y1": 4.411
+          "y0": -5.015,
+          "y1": 5.875
          },
          {
           "line": {
@@ -59126,8 +71974,8 @@
           "type": "line",
           "x0": 500,
           "x1": 500,
-          "y0": -3.751,
-          "y1": 4.411
+          "y0": -5.015,
+          "y1": 5.875
          },
          {
           "line": {
@@ -59138,8 +71986,8 @@
           "type": "line",
           "x0": 600,
           "x1": 600,
-          "y0": -3.751,
-          "y1": 4.411
+          "y0": -5.015,
+          "y1": 5.875
          },
          {
           "line": {
@@ -59150,8 +71998,8 @@
           "type": "line",
           "x0": 700,
           "x1": 700,
-          "y0": -3.751,
-          "y1": 4.411
+          "y0": -5.015,
+          "y1": 5.875
          }
         ],
         "showlegend": false,
@@ -60047,7 +72895,7 @@
     "---\n",
     "## PM SDS 3: Full Validation Against Bishop's Reference\n",
     "\n",
-    "This section replicates Tom Bishop's VAS analysis of PM SDS 3 — an SDS 3 (Partial Replication) dataset with a mix of n=1 and n≥2 cells. We validate each chart against Bishop's reference output.\n",
+    "This section replicates Tom Bishop's VAS analysis of PM SDS 3 — an SDS 3 (Partial Replication) dataset with a mix of n=1 and n≥2 cells — against his VAS run of 3 October 2026 (for the 10-1-2026 manual). In that manual Xbar/S is VAS's default chart for SDS 3, so the original data and the interaction are charted as Xbar/S. We validate each chart against Bishop's reference output.\n",
     "\n",
     "Spec limits: **LSL = 232, USL = 242, Target = 237**"
    ]
@@ -60057,10 +72905,10 @@
    "execution_count": 26,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.543169Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.543110Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.564708Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.564332Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.664301Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.664243Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.685735Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.685353Z"
     }
    },
    "outputs": [
@@ -60068,16 +72916,9 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Observed Design State: SDSResult(sds=3, min_cell_size=1, reason='partial_replication', n_empty_cells=0)"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
+      "Observed Design State: SDSResult(sds=3, min_cell_size=1, reason='partial_replication', n_empty_cells=0)\n",
       "Valid charts: ['Histogram', 'Xbar', 'S', 'X', 'mR']\n",
-      "Recommended: X\n",
+      "Recommended: Xbar\n",
       "\n",
       "Design Report (2 factors)\n",
       "  Design-state lineage:\n",
@@ -60091,9 +72932,10 @@
       "    FACTOR 2: observed=[1, 2]\n",
       "\n",
       "  Structure: Complete structure\n",
+      "  Series length: T=100. Sigma for X/mR rests on 99 moving ranges.\n",
       "\n",
       "  Available analyses (ADS 3):\n",
-      "    Primary: Histogram, Xbar, S, X *, mR\n",
+      "    Primary: Histogram, Xbar *, S, X, mR\n",
       "    R2: X\n",
       "    R3: Xbar, S, X\n",
       "    R4: Xbar, S\n",
@@ -60122,12 +72964,13 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Analysis of Original Performance Measurement Behavior — PM Individuals Chart (Slides 1-2)\n",
+    "### Analysis of Original Performance Measurement Behavior — PM Average and Standard Deviation Charts (Slides 1-2)\n",
     "\n",
     "Bishop's reference values:\n",
-    "- **CL = 237.81**\n",
-    "- **LBL = 234.9**\n",
-    "- **UBL = 240.72**"
+    "- **Xbar CL = 237.83**\n",
+    "- **S CL = 0.80**\n",
+    "\n",
+    "Limits vary with subgroup size (some subgroups have one observation), so the slide prints the centre line only."
    ]
   },
   {
@@ -60135,10 +72978,10 @@
    "execution_count": 27,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.565550Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.565485Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.671995Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.671712Z"
+     "iopub.execute_input": "2026-10-05T00:32:57.686719Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.686642Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.727746Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.727463Z"
     }
    },
    "outputs": [
@@ -60150,120929 +72993,59377 @@
        },
        "data": [
         {
-         "customdata": [
-          [
-           "1_1",
-           1,
-           1
-          ],
-          [
-           "1_1",
-           1,
-           2
-          ],
-          [
-           "1_1",
-           1,
-           3
-          ],
-          [
-           "1_1",
-           1,
-           4
-          ],
-          [
-           "1_1",
-           1,
-           5
-          ],
-          [
-           "1_1",
-           2,
-           6
-          ],
-          [
-           "1_1",
-           2,
-           7
-          ],
-          [
-           "1_1",
-           2,
-           9
-          ],
-          [
-           "1_1",
-           2,
-           10
-          ],
-          [
-           "1_1",
-           3,
-           11
-          ],
-          [
-           "1_1",
-           3,
-           13
-          ],
-          [
-           "1_1",
-           4,
-           16
-          ],
-          [
-           "1_1",
-           4,
-           17
-          ],
-          [
-           "1_1",
-           4,
-           18
-          ],
-          [
-           "1_1",
-           4,
-           19
-          ],
-          [
-           "1_1",
-           4,
-           20
-          ],
-          [
-           "1_1",
-           5,
-           21
-          ],
-          [
-           "1_1",
-           5,
-           22
-          ],
-          [
-           "1_1",
-           5,
-           23
-          ],
-          [
-           "1_1",
-           5,
-           24
-          ],
-          [
-           "1_1",
-           5,
-           25
-          ],
-          [
-           "1_1",
-           6,
-           27
-          ],
-          [
-           "1_1",
-           6,
-           28
-          ],
-          [
-           "1_1",
-           6,
-           30
-          ],
-          [
-           "1_1",
-           7,
-           31
-          ],
-          [
-           "1_1",
-           7,
-           32
-          ],
-          [
-           "1_1",
-           7,
-           33
-          ],
-          [
-           "1_1",
-           8,
-           36
-          ],
-          [
-           "1_1",
-           8,
-           37
-          ],
-          [
-           "1_1",
-           8,
-           38
-          ],
-          [
-           "1_1",
-           9,
-           41
-          ],
-          [
-           "1_1",
-           9,
-           42
-          ],
-          [
-           "1_1",
-           9,
-           43
-          ],
-          [
-           "1_1",
-           9,
-           44
-          ],
-          [
-           "1_1",
-           9,
-           45
-          ],
-          [
-           "1_1",
-           10,
-           46
-          ],
-          [
-           "1_1",
-           10,
-           47
-          ],
-          [
-           "1_1",
-           10,
-           48
-          ],
-          [
-           "1_1",
-           10,
-           49
-          ],
-          [
-           "1_1",
-           10,
-           50
-          ],
-          [
-           "1_1",
-           11,
-           51
-          ],
-          [
-           "1_1",
-           11,
-           52
-          ],
-          [
-           "1_1",
-           11,
-           54
-          ],
-          [
-           "1_1",
-           11,
-           55
-          ],
-          [
-           "1_1",
-           12,
-           56
-          ],
-          [
-           "1_1",
-           12,
-           57
-          ],
-          [
-           "1_1",
-           12,
-           59
-          ],
-          [
-           "1_1",
-           13,
-           61
-          ],
-          [
-           "1_1",
-           13,
-           62
-          ],
-          [
-           "1_1",
-           13,
-           63
-          ],
-          [
-           "1_1",
-           13,
-           64
-          ],
-          [
-           "1_1",
-           13,
-           65
-          ],
-          [
-           "1_1",
-           14,
-           66
-          ],
-          [
-           "1_1",
-           14,
-           67
-          ],
-          [
-           "1_1",
-           14,
-           68
-          ],
-          [
-           "1_1",
-           14,
-           69
-          ],
-          [
-           "1_1",
-           15,
-           71
-          ],
-          [
-           "1_1",
-           15,
-           72
-          ],
-          [
-           "1_1",
-           15,
-           73
-          ],
-          [
-           "1_1",
-           15,
-           74
-          ],
-          [
-           "1_1",
-           15,
-           75
-          ],
-          [
-           "1_1",
-           16,
-           76
-          ],
-          [
-           "1_1",
-           16,
-           79
-          ],
-          [
-           "1_1",
-           17,
-           81
-          ],
-          [
-           "1_1",
-           17,
-           82
-          ],
-          [
-           "1_1",
-           17,
-           85
-          ],
-          [
-           "1_1",
-           18,
-           87
-          ],
-          [
-           "1_1",
-           18,
-           90
-          ],
-          [
-           "1_1",
-           19,
-           91
-          ],
-          [
-           "1_1",
-           19,
-           92
-          ],
-          [
-           "1_1",
-           19,
-           93
-          ],
-          [
-           "1_1",
-           19,
-           94
-          ],
-          [
-           "1_1",
-           19,
-           95
-          ],
-          [
-           "1_1",
-           20,
-           96
-          ],
-          [
-           "1_1",
-           20,
-           97
-          ],
-          [
-           "1_1",
-           20,
-           98
-          ],
-          [
-           "1_1",
-           20,
-           100
-          ],
-          [
-           "1_1",
-           21,
-           101
-          ],
-          [
-           "1_1",
-           21,
-           102
-          ],
-          [
-           "1_1",
-           21,
-           103
-          ],
-          [
-           "1_1",
-           21,
-           104
-          ],
-          [
-           "1_1",
-           21,
-           105
-          ],
-          [
-           "1_1",
-           22,
-           109
-          ],
-          [
-           "1_1",
-           22,
-           110
-          ],
-          [
-           "1_1",
-           23,
-           111
-          ],
-          [
-           "1_1",
-           23,
-           113
-          ],
-          [
-           "1_1",
-           23,
-           114
-          ],
-          [
-           "1_1",
-           23,
-           115
-          ],
-          [
-           "1_1",
-           24,
-           116
-          ],
-          [
-           "1_1",
-           24,
-           117
-          ],
-          [
-           "1_1",
-           24,
-           120
-          ],
-          [
-           "1_1",
-           25,
-           122
-          ],
-          [
-           "1_1",
-           25,
-           125
-          ],
-          [
-           "1_1",
-           26,
-           127
-          ],
-          [
-           "1_1",
-           26,
-           128
-          ],
-          [
-           "1_1",
-           26,
-           129
-          ],
-          [
-           "1_1",
-           26,
-           130
-          ],
-          [
-           "1_1",
-           27,
-           131
-          ],
-          [
-           "1_1",
-           27,
-           133
-          ],
-          [
-           "1_1",
-           27,
-           134
-          ],
-          [
-           "1_1",
-           27,
-           135
-          ],
-          [
-           "1_1",
-           28,
-           136
-          ],
-          [
-           "1_1",
-           28,
-           137
-          ],
-          [
-           "1_1",
-           28,
-           140
-          ],
-          [
-           "1_1",
-           29,
-           141
-          ],
-          [
-           "1_1",
-           29,
-           142
-          ],
-          [
-           "1_1",
-           29,
-           143
-          ],
-          [
-           "1_1",
-           29,
-           144
-          ],
-          [
-           "1_1",
-           29,
-           145
-          ],
-          [
-           "1_1",
-           30,
-           146
-          ],
-          [
-           "1_1",
-           30,
-           147
-          ],
-          [
-           "1_1",
-           30,
-           149
-          ],
-          [
-           "1_1",
-           30,
-           150
-          ],
-          [
-           "1_1",
-           31,
-           151
-          ],
-          [
-           "1_1",
-           31,
-           152
-          ],
-          [
-           "1_1",
-           31,
-           154
-          ],
-          [
-           "1_1",
-           32,
-           156
-          ],
-          [
-           "1_1",
-           32,
-           157
-          ],
-          [
-           "1_1",
-           32,
-           159
-          ],
-          [
-           "1_1",
-           33,
-           161
-          ],
-          [
-           "1_1",
-           33,
-           164
-          ],
-          [
-           "1_1",
-           33,
-           165
-          ],
-          [
-           "1_1",
-           34,
-           166
-          ],
-          [
-           "1_1",
-           34,
-           167
-          ],
-          [
-           "1_1",
-           34,
-           168
-          ],
-          [
-           "1_1",
-           34,
-           170
-          ],
-          [
-           "1_1",
-           35,
-           174
-          ],
-          [
-           "1_1",
-           35,
-           175
-          ],
-          [
-           "1_1",
-           36,
-           176
-          ],
-          [
-           "1_1",
-           36,
-           177
-          ],
-          [
-           "1_1",
-           36,
-           178
-          ],
-          [
-           "1_1",
-           36,
-           179
-          ],
-          [
-           "1_1",
-           37,
-           182
-          ],
-          [
-           "1_1",
-           37,
-           184
-          ],
-          [
-           "1_1",
-           38,
-           186
-          ],
-          [
-           "1_1",
-           38,
-           188
-          ],
-          [
-           "1_1",
-           38,
-           189
-          ],
-          [
-           "1_1",
-           38,
-           190
-          ],
-          [
-           "1_1",
-           39,
-           191
-          ],
-          [
-           "1_1",
-           39,
-           192
-          ],
-          [
-           "1_1",
-           39,
-           193
-          ],
-          [
-           "1_1",
-           39,
-           194
-          ],
-          [
-           "1_1",
-           39,
-           195
-          ],
-          [
-           "1_1",
-           40,
-           196
-          ],
-          [
-           "1_1",
-           40,
-           197
-          ],
-          [
-           "1_1",
-           40,
-           198
-          ],
-          [
-           "1_1",
-           40,
-           199
-          ],
-          [
-           "1_1",
-           41,
-           201
-          ],
-          [
-           "1_1",
-           41,
-           204
-          ],
-          [
-           "1_1",
-           42,
-           207
-          ],
-          [
-           "1_1",
-           42,
-           208
-          ],
-          [
-           "1_1",
-           43,
-           211
-          ],
-          [
-           "1_1",
-           43,
-           213
-          ],
-          [
-           "1_1",
-           43,
-           214
-          ],
-          [
-           "1_1",
-           43,
-           215
-          ],
-          [
-           "1_1",
-           44,
-           216
-          ],
-          [
-           "1_1",
-           44,
-           217
-          ],
-          [
-           "1_1",
-           44,
-           218
-          ],
-          [
-           "1_1",
-           44,
-           219
-          ],
-          [
-           "1_1",
-           45,
-           221
-          ],
-          [
-           "1_1",
-           45,
-           222
-          ],
-          [
-           "1_1",
-           45,
-           223
-          ],
-          [
-           "1_1",
-           45,
-           224
-          ],
-          [
-           "1_1",
-           45,
-           225
-          ],
-          [
-           "1_1",
-           46,
-           226
-          ],
-          [
-           "1_1",
-           46,
-           227
-          ],
-          [
-           "1_1",
-           46,
-           228
-          ],
-          [
-           "1_1",
-           46,
-           229
-          ],
-          [
-           "1_1",
-           47,
-           231
-          ],
-          [
-           "1_1",
-           47,
-           233
-          ],
-          [
-           "1_1",
-           47,
-           234
-          ],
-          [
-           "1_1",
-           47,
-           235
-          ],
-          [
-           "1_1",
-           48,
-           236
-          ],
-          [
-           "1_1",
-           48,
-           237
-          ],
-          [
-           "1_1",
-           48,
-           238
-          ],
-          [
-           "1_1",
-           49,
-           241
-          ],
-          [
-           "1_1",
-           49,
-           243
-          ],
-          [
-           "1_1",
-           49,
-           244
-          ],
-          [
-           "1_1",
-           49,
-           245
-          ],
-          [
-           "1_1",
-           50,
-           246
-          ],
-          [
-           "1_1",
-           50,
-           249
-          ],
-          [
-           "1_1",
-           50,
-           250
-          ],
-          [
-           "1_1",
-           51,
-           251
-          ],
-          [
-           "1_1",
-           51,
-           255
-          ],
-          [
-           "1_1",
-           52,
-           256
-          ],
-          [
-           "1_1",
-           52,
-           258
-          ],
-          [
-           "1_1",
-           52,
-           259
-          ],
-          [
-           "1_1",
-           53,
-           261
-          ],
-          [
-           "1_1",
-           53,
-           262
-          ],
-          [
-           "1_1",
-           53,
-           263
-          ],
-          [
-           "1_1",
-           53,
-           265
-          ],
-          [
-           "1_1",
-           54,
-           266
-          ],
-          [
-           "1_1",
-           54,
-           267
-          ],
-          [
-           "1_1",
-           54,
-           268
-          ],
-          [
-           "1_1",
-           54,
-           269
-          ],
-          [
-           "1_1",
-           55,
-           271
-          ],
-          [
-           "1_1",
-           55,
-           272
-          ],
-          [
-           "1_1",
-           55,
-           273
-          ],
-          [
-           "1_1",
-           56,
-           277
-          ],
-          [
-           "1_1",
-           56,
-           278
-          ],
-          [
-           "1_1",
-           56,
-           279
-          ],
-          [
-           "1_1",
-           56,
-           280
-          ],
-          [
-           "1_1",
-           57,
-           281
-          ],
-          [
-           "1_1",
-           57,
-           282
-          ],
-          [
-           "1_1",
-           57,
-           283
-          ],
-          [
-           "1_1",
-           57,
-           284
-          ],
-          [
-           "1_1",
-           57,
-           285
-          ],
-          [
-           "1_1",
-           58,
-           286
-          ],
-          [
-           "1_1",
-           58,
-           287
-          ],
-          [
-           "1_1",
-           58,
-           288
-          ],
-          [
-           "1_1",
-           58,
-           289
-          ],
-          [
-           "1_1",
-           58,
-           290
-          ],
-          [
-           "1_1",
-           59,
-           291
-          ],
-          [
-           "1_1",
-           59,
-           292
-          ],
-          [
-           "1_1",
-           59,
-           293
-          ],
-          [
-           "1_1",
-           59,
-           294
-          ],
-          [
-           "1_1",
-           59,
-           295
-          ],
-          [
-           "1_1",
-           60,
-           296
-          ],
-          [
-           "1_1",
-           60,
-           297
-          ],
-          [
-           "1_1",
-           60,
-           298
-          ],
-          [
-           "1_1",
-           60,
-           299
-          ],
-          [
-           "1_1",
-           60,
-           300
-          ],
-          [
-           "1_1",
-           61,
-           301
-          ],
-          [
-           "1_1",
-           61,
-           302
-          ],
-          [
-           "1_1",
-           61,
-           303
-          ],
-          [
-           "1_1",
-           62,
-           306
-          ],
-          [
-           "1_1",
-           62,
-           307
-          ],
-          [
-           "1_1",
-           62,
-           308
-          ],
-          [
-           "1_1",
-           62,
-           309
-          ],
-          [
-           "1_1",
-           62,
-           310
-          ],
-          [
-           "1_1",
-           63,
-           312
-          ],
-          [
-           "1_1",
-           63,
-           313
-          ],
-          [
-           "1_1",
-           63,
-           314
-          ],
-          [
-           "1_1",
-           63,
-           315
-          ],
-          [
-           "1_1",
-           64,
-           316
-          ],
-          [
-           "1_1",
-           64,
-           318
-          ],
-          [
-           "1_1",
-           64,
-           319
-          ],
-          [
-           "1_1",
-           65,
-           321
-          ],
-          [
-           "1_1",
-           65,
-           322
-          ],
-          [
-           "1_1",
-           65,
-           323
-          ],
-          [
-           "1_1",
-           65,
-           324
-          ],
-          [
-           "1_1",
-           65,
-           325
-          ],
-          [
-           "1_1",
-           66,
-           328
-          ],
-          [
-           "1_1",
-           66,
-           330
-          ],
-          [
-           "1_1",
-           67,
-           331
-          ],
-          [
-           "1_1",
-           67,
-           332
-          ],
-          [
-           "1_1",
-           67,
-           333
-          ],
-          [
-           "1_1",
-           67,
-           335
-          ],
-          [
-           "1_1",
-           68,
-           337
-          ],
-          [
-           "1_1",
-           68,
-           339
-          ],
-          [
-           "1_1",
-           68,
-           340
-          ],
-          [
-           "1_1",
-           69,
-           341
-          ],
-          [
-           "1_1",
-           69,
-           342
-          ],
-          [
-           "1_1",
-           69,
-           343
-          ],
-          [
-           "1_1",
-           69,
-           345
-          ],
-          [
-           "1_1",
-           70,
-           346
-          ],
-          [
-           "1_1",
-           70,
-           347
-          ],
-          [
-           "1_1",
-           70,
-           348
-          ],
-          [
-           "1_1",
-           70,
-           349
-          ],
-          [
-           "1_1",
-           70,
-           350
-          ],
-          [
-           "1_1",
-           71,
-           351
-          ],
-          [
-           "1_1",
-           71,
-           353
-          ],
-          [
-           "1_1",
-           71,
-           354
-          ],
-          [
-           "1_1",
-           72,
-           357
-          ],
-          [
-           "1_1",
-           72,
-           358
-          ],
-          [
-           "1_1",
-           72,
-           359
-          ],
-          [
-           "1_1",
-           72,
-           360
-          ],
-          [
-           "1_1",
-           73,
-           363
-          ],
-          [
-           "1_1",
-           73,
-           364
-          ],
-          [
-           "1_1",
-           74,
-           368
-          ],
-          [
-           "1_1",
-           74,
-           369
-          ],
-          [
-           "1_1",
-           75,
-           371
-          ],
-          [
-           "1_1",
-           75,
-           372
-          ],
-          [
-           "1_1",
-           75,
-           373
-          ],
-          [
-           "1_1",
-           75,
-           374
-          ],
-          [
-           "1_1",
-           75,
-           375
-          ],
-          [
-           "1_1",
-           76,
-           376
-          ],
-          [
-           "1_1",
-           76,
-           377
-          ],
-          [
-           "1_1",
-           76,
-           378
-          ],
-          [
-           "1_1",
-           76,
-           379
-          ],
-          [
-           "1_1",
-           76,
-           380
-          ],
-          [
-           "1_1",
-           77,
-           381
-          ],
-          [
-           "1_1",
-           77,
-           382
-          ],
-          [
-           "1_1",
-           77,
-           384
-          ],
-          [
-           "1_1",
-           77,
-           385
-          ],
-          [
-           "1_1",
-           78,
-           387
-          ],
-          [
-           "1_1",
-           78,
-           388
-          ],
-          [
-           "1_1",
-           78,
-           389
-          ],
-          [
-           "1_1",
-           78,
-           390
-          ],
-          [
-           "1_1",
-           79,
-           391
-          ],
-          [
-           "1_1",
-           79,
-           392
-          ],
-          [
-           "1_1",
-           79,
-           394
-          ],
-          [
-           "1_1",
-           79,
-           395
-          ],
-          [
-           "1_1",
-           80,
-           396
-          ],
-          [
-           "1_1",
-           80,
-           397
-          ],
-          [
-           "1_1",
-           80,
-           398
-          ],
-          [
-           "1_1",
-           80,
-           399
-          ],
-          [
-           "1_1",
-           80,
-           400
-          ],
-          [
-           "1_1",
-           81,
-           401
-          ],
-          [
-           "1_1",
-           81,
-           403
-          ],
-          [
-           "1_1",
-           81,
-           404
-          ],
-          [
-           "1_1",
-           82,
-           406
-          ],
-          [
-           "1_1",
-           82,
-           408
-          ],
-          [
-           "1_1",
-           82,
-           409
-          ],
-          [
-           "1_1",
-           82,
-           410
-          ],
-          [
-           "1_1",
-           83,
-           411
-          ],
-          [
-           "1_1",
-           83,
-           412
-          ],
-          [
-           "1_1",
-           83,
-           413
-          ],
-          [
-           "1_1",
-           83,
-           415
-          ],
-          [
-           "1_1",
-           84,
-           416
-          ],
-          [
-           "1_1",
-           84,
-           418
-          ],
-          [
-           "1_1",
-           84,
-           419
-          ],
-          [
-           "1_1",
-           84,
-           420
-          ],
-          [
-           "1_1",
-           85,
-           422
-          ],
-          [
-           "1_1",
-           85,
-           423
-          ],
-          [
-           "1_1",
-           85,
-           424
-          ],
-          [
-           "1_1",
-           85,
-           425
-          ],
-          [
-           "1_1",
-           86,
-           426
-          ],
-          [
-           "1_1",
-           86,
-           428
-          ],
-          [
-           "1_1",
-           86,
-           429
-          ],
-          [
-           "1_1",
-           87,
-           431
-          ],
-          [
-           "1_1",
-           87,
-           432
-          ],
-          [
-           "1_1",
-           87,
-           433
-          ],
-          [
-           "1_1",
-           87,
-           434
-          ],
-          [
-           "1_1",
-           87,
-           435
-          ],
-          [
-           "1_1",
-           88,
-           437
-          ],
-          [
-           "1_1",
-           88,
-           438
-          ],
-          [
-           "1_1",
-           88,
-           439
-          ],
-          [
-           "1_1",
-           88,
-           440
-          ],
-          [
-           "1_1",
-           89,
-           441
-          ],
-          [
-           "1_1",
-           89,
-           442
-          ],
-          [
-           "1_1",
-           89,
-           443
-          ],
-          [
-           "1_1",
-           89,
-           444
-          ],
-          [
-           "1_1",
-           89,
-           445
-          ],
-          [
-           "1_1",
-           90,
-           446
-          ],
-          [
-           "1_1",
-           90,
-           448
-          ],
-          [
-           "1_1",
-           90,
-           449
-          ],
-          [
-           "1_1",
-           91,
-           452
-          ],
-          [
-           "1_1",
-           91,
-           453
-          ],
-          [
-           "1_1",
-           91,
-           454
-          ],
-          [
-           "1_1",
-           91,
-           455
-          ],
-          [
-           "1_1",
-           92,
-           458
-          ],
-          [
-           "1_1",
-           92,
-           459
-          ],
-          [
-           "1_1",
-           92,
-           460
-          ],
-          [
-           "1_1",
-           93,
-           462
-          ],
-          [
-           "1_1",
-           93,
-           464
-          ],
-          [
-           "1_1",
-           93,
-           465
-          ],
-          [
-           "1_1",
-           94,
-           466
-          ],
-          [
-           "1_1",
-           94,
-           467
-          ],
-          [
-           "1_1",
-           94,
-           468
-          ],
-          [
-           "1_1",
-           94,
-           469
-          ],
-          [
-           "1_1",
-           94,
-           470
-          ],
-          [
-           "1_1",
-           95,
-           471
-          ],
-          [
-           "1_1",
-           95,
-           472
-          ],
-          [
-           "1_1",
-           95,
-           473
-          ],
-          [
-           "1_1",
-           95,
-           474
-          ],
-          [
-           "1_1",
-           96,
-           476
-          ],
-          [
-           "1_1",
-           96,
-           478
-          ],
-          [
-           "1_1",
-           96,
-           479
-          ],
-          [
-           "1_1",
-           96,
-           480
-          ],
-          [
-           "1_1",
-           97,
-           481
-          ],
-          [
-           "1_1",
-           97,
-           482
-          ],
-          [
-           "1_1",
-           97,
-           483
-          ],
-          [
-           "1_1",
-           97,
-           484
-          ],
-          [
-           "1_1",
-           97,
-           485
-          ],
-          [
-           "1_1",
-           98,
-           486
-          ],
-          [
-           "1_1",
-           98,
-           488
-          ],
-          [
-           "1_1",
-           98,
-           489
-          ],
-          [
-           "1_1",
-           98,
-           490
-          ],
-          [
-           "1_1",
-           99,
-           491
-          ],
-          [
-           "1_1",
-           99,
-           493
-          ],
-          [
-           "1_1",
-           99,
-           494
-          ],
-          [
-           "1_1",
-           99,
-           495
-          ],
-          [
-           "1_1",
-           100,
-           496
-          ],
-          [
-           "1_1",
-           100,
-           498
-          ],
-          [
-           "1_1",
-           100,
-           499
-          ],
-          [
-           "1_2",
-           1,
-           503
-          ],
-          [
-           "1_2",
-           1,
-           504
-          ],
-          [
-           "1_2",
-           1,
-           505
-          ],
-          [
-           "1_2",
-           2,
-           506
-          ],
-          [
-           "1_2",
-           2,
-           510
-          ],
-          [
-           "1_2",
-           3,
-           513
-          ],
-          [
-           "1_2",
-           3,
-           514
-          ],
-          [
-           "1_2",
-           3,
-           515
-          ],
-          [
-           "1_2",
-           4,
-           516
-          ],
-          [
-           "1_2",
-           4,
-           517
-          ],
-          [
-           "1_2",
-           4,
-           518
-          ],
-          [
-           "1_2",
-           4,
-           519
-          ],
-          [
-           "1_2",
-           4,
-           520
-          ],
-          [
-           "1_2",
-           5,
-           522
-          ],
-          [
-           "1_2",
-           5,
-           524
-          ],
-          [
-           "1_2",
-           5,
-           525
-          ],
-          [
-           "1_2",
-           6,
-           526
-          ],
-          [
-           "1_2",
-           6,
-           527
-          ],
-          [
-           "1_2",
-           6,
-           529
-          ],
-          [
-           "1_2",
-           6,
-           530
-          ],
-          [
-           "1_2",
-           7,
-           532
-          ],
-          [
-           "1_2",
-           7,
-           534
-          ],
-          [
-           "1_2",
-           8,
-           536
-          ],
-          [
-           "1_2",
-           8,
-           539
-          ],
-          [
-           "1_2",
-           8,
-           540
-          ],
-          [
-           "1_2",
-           9,
-           541
-          ],
-          [
-           "1_2",
-           9,
-           542
-          ],
-          [
-           "1_2",
-           9,
-           543
-          ],
-          [
-           "1_2",
-           9,
-           544
-          ],
-          [
-           "1_2",
-           9,
-           545
-          ],
-          [
-           "1_2",
-           10,
-           547
-          ],
-          [
-           "1_2",
-           10,
-           549
-          ],
-          [
-           "1_2",
-           10,
-           550
-          ],
-          [
-           "1_2",
-           11,
-           551
-          ],
-          [
-           "1_2",
-           11,
-           553
-          ],
-          [
-           "1_2",
-           11,
-           554
-          ],
-          [
-           "1_2",
-           12,
-           557
-          ],
-          [
-           "1_2",
-           12,
-           558
-          ],
-          [
-           "1_2",
-           12,
-           559
-          ],
-          [
-           "1_2",
-           12,
-           560
-          ],
-          [
-           "1_2",
-           13,
-           562
-          ],
-          [
-           "1_2",
-           13,
-           564
-          ],
-          [
-           "1_2",
-           13,
-           565
-          ],
-          [
-           "1_2",
-           14,
-           566
-          ],
-          [
-           "1_2",
-           14,
-           568
-          ],
-          [
-           "1_2",
-           14,
-           569
-          ],
-          [
-           "1_2",
-           15,
-           572
-          ],
-          [
-           "1_2",
-           15,
-           574
-          ],
-          [
-           "1_2",
-           15,
-           575
-          ],
-          [
-           "1_2",
-           16,
-           576
-          ],
-          [
-           "1_2",
-           16,
-           577
-          ],
-          [
-           "1_2",
-           16,
-           578
-          ],
-          [
-           "1_2",
-           16,
-           579
-          ],
-          [
-           "1_2",
-           16,
-           580
-          ],
-          [
-           "1_2",
-           17,
-           581
-          ],
-          [
-           "1_2",
-           17,
-           582
-          ],
-          [
-           "1_2",
-           17,
-           583
-          ],
-          [
-           "1_2",
-           17,
-           585
-          ],
-          [
-           "1_2",
-           18,
-           587
-          ],
-          [
-           "1_2",
-           18,
-           588
-          ],
-          [
-           "1_2",
-           18,
-           589
-          ],
-          [
-           "1_2",
-           19,
-           591
-          ],
-          [
-           "1_2",
-           19,
-           594
-          ],
-          [
-           "1_2",
-           20,
-           597
-          ],
-          [
-           "1_2",
-           20,
-           598
-          ],
-          [
-           "1_2",
-           20,
-           600
-          ],
-          [
-           "1_2",
-           21,
-           601
-          ],
-          [
-           "1_2",
-           21,
-           602
-          ],
-          [
-           "1_2",
-           21,
-           603
-          ],
-          [
-           "1_2",
-           21,
-           604
-          ],
-          [
-           "1_2",
-           21,
-           605
-          ],
-          [
-           "1_2",
-           22,
-           606
-          ],
-          [
-           "1_2",
-           22,
-           608
-          ],
-          [
-           "1_2",
-           22,
-           609
-          ],
-          [
-           "1_2",
-           22,
-           610
-          ],
-          [
-           "1_2",
-           23,
-           611
-          ],
-          [
-           "1_2",
-           23,
-           613
-          ],
-          [
-           "1_2",
-           23,
-           614
-          ],
-          [
-           "1_2",
-           23,
-           615
-          ],
-          [
-           "1_2",
-           24,
-           617
-          ],
-          [
-           "1_2",
-           24,
-           618
-          ],
-          [
-           "1_2",
-           24,
-           619
-          ],
-          [
-           "1_2",
-           24,
-           620
-          ],
-          [
-           "1_2",
-           25,
-           621
-          ],
-          [
-           "1_2",
-           25,
-           622
-          ],
-          [
-           "1_2",
-           25,
-           623
-          ],
-          [
-           "1_2",
-           25,
-           624
-          ],
-          [
-           "1_2",
-           25,
-           625
-          ],
-          [
-           "1_2",
-           26,
-           626
-          ],
-          [
-           "1_2",
-           26,
-           627
-          ],
-          [
-           "1_2",
-           26,
-           628
-          ],
-          [
-           "1_2",
-           26,
-           629
-          ],
-          [
-           "1_2",
-           26,
-           630
-          ],
-          [
-           "1_2",
-           27,
-           631
-          ],
-          [
-           "1_2",
-           27,
-           632
-          ],
-          [
-           "1_2",
-           27,
-           633
-          ],
-          [
-           "1_2",
-           27,
-           635
-          ],
-          [
-           "1_2",
-           28,
-           636
-          ],
-          [
-           "1_2",
-           28,
-           637
-          ],
-          [
-           "1_2",
-           28,
-           638
-          ],
-          [
-           "1_2",
-           28,
-           640
-          ],
-          [
-           "1_2",
-           29,
-           641
-          ],
-          [
-           "1_2",
-           29,
-           642
-          ],
-          [
-           "1_2",
-           29,
-           644
-          ],
-          [
-           "1_2",
-           29,
-           645
-          ],
-          [
-           "1_2",
-           30,
-           647
-          ],
-          [
-           "1_2",
-           31,
-           654
-          ],
-          [
-           "1_2",
-           32,
-           657
-          ],
-          [
-           "1_2",
-           32,
-           658
-          ],
-          [
-           "1_2",
-           32,
-           659
-          ],
-          [
-           "1_2",
-           32,
-           660
-          ],
-          [
-           "1_2",
-           33,
-           661
-          ],
-          [
-           "1_2",
-           33,
-           662
-          ],
-          [
-           "1_2",
-           33,
-           664
-          ],
-          [
-           "1_2",
-           33,
-           665
-          ],
-          [
-           "1_2",
-           34,
-           667
-          ],
-          [
-           "1_2",
-           34,
-           668
-          ],
-          [
-           "1_2",
-           34,
-           669
-          ],
-          [
-           "1_2",
-           34,
-           670
-          ],
-          [
-           "1_2",
-           35,
-           671
-          ],
-          [
-           "1_2",
-           35,
-           672
-          ],
-          [
-           "1_2",
-           35,
-           674
-          ],
-          [
-           "1_2",
-           36,
-           676
-          ],
-          [
-           "1_2",
-           36,
-           678
-          ],
-          [
-           "1_2",
-           36,
-           679
-          ],
-          [
-           "1_2",
-           37,
-           681
-          ],
-          [
-           "1_2",
-           37,
-           682
-          ],
-          [
-           "1_2",
-           37,
-           683
-          ],
-          [
-           "1_2",
-           37,
-           684
-          ],
-          [
-           "1_2",
-           37,
-           685
-          ],
-          [
-           "1_2",
-           38,
-           686
-          ],
-          [
-           "1_2",
-           38,
-           687
-          ],
-          [
-           "1_2",
-           38,
-           688
-          ],
-          [
-           "1_2",
-           38,
-           689
-          ],
-          [
-           "1_2",
-           38,
-           690
-          ],
-          [
-           "1_2",
-           39,
-           692
-          ],
-          [
-           "1_2",
-           39,
-           693
-          ],
-          [
-           "1_2",
-           39,
-           694
-          ],
-          [
-           "1_2",
-           39,
-           695
-          ],
-          [
-           "1_2",
-           40,
-           698
-          ],
-          [
-           "1_2",
-           40,
-           699
-          ],
-          [
-           "1_2",
-           40,
-           700
-          ],
-          [
-           "1_2",
-           41,
-           702
-          ],
-          [
-           "1_2",
-           41,
-           703
-          ],
-          [
-           "1_2",
-           42,
-           706
-          ],
-          [
-           "1_2",
-           42,
-           707
-          ],
-          [
-           "1_2",
-           42,
-           708
-          ],
-          [
-           "1_2",
-           42,
-           710
-          ],
-          [
-           "1_2",
-           43,
-           711
-          ],
-          [
-           "1_2",
-           43,
-           715
-          ],
-          [
-           "1_2",
-           44,
-           717
-          ],
-          [
-           "1_2",
-           44,
-           718
-          ],
-          [
-           "1_2",
-           44,
-           719
-          ],
-          [
-           "1_2",
-           45,
-           722
-          ],
-          [
-           "1_2",
-           45,
-           723
-          ],
-          [
-           "1_2",
-           45,
-           724
-          ],
-          [
-           "1_2",
-           45,
-           725
-          ],
-          [
-           "1_2",
-           46,
-           726
-          ],
-          [
-           "1_2",
-           46,
-           727
-          ],
-          [
-           "1_2",
-           46,
-           728
-          ],
-          [
-           "1_2",
-           46,
-           729
-          ],
-          [
-           "1_2",
-           46,
-           730
-          ],
-          [
-           "1_2",
-           47,
-           731
-          ],
-          [
-           "1_2",
-           47,
-           733
-          ],
-          [
-           "1_2",
-           47,
-           734
-          ],
-          [
-           "1_2",
-           47,
-           735
-          ],
-          [
-           "1_2",
-           48,
-           736
-          ],
-          [
-           "1_2",
-           48,
-           737
-          ],
-          [
-           "1_2",
-           48,
-           738
-          ],
-          [
-           "1_2",
-           48,
-           739
-          ],
-          [
-           "1_2",
-           48,
-           740
-          ],
-          [
-           "1_2",
-           49,
-           741
-          ],
-          [
-           "1_2",
-           49,
-           742
-          ],
-          [
-           "1_2",
-           49,
-           743
-          ],
-          [
-           "1_2",
-           49,
-           744
-          ],
-          [
-           "1_2",
-           50,
-           746
-          ],
-          [
-           "1_2",
-           50,
-           747
-          ],
-          [
-           "1_2",
-           50,
-           749
-          ],
-          [
-           "1_2",
-           51,
-           751
-          ],
-          [
-           "1_2",
-           51,
-           752
-          ],
-          [
-           "1_2",
-           51,
-           753
-          ],
-          [
-           "1_2",
-           51,
-           754
-          ],
-          [
-           "1_2",
-           51,
-           755
-          ],
-          [
-           "1_2",
-           52,
-           756
-          ],
-          [
-           "1_2",
-           52,
-           757
-          ],
-          [
-           "1_2",
-           52,
-           758
-          ],
-          [
-           "1_2",
-           52,
-           759
-          ],
-          [
-           "1_2",
-           52,
-           760
-          ],
-          [
-           "1_2",
-           53,
-           761
-          ],
-          [
-           "1_2",
-           53,
-           762
-          ],
-          [
-           "1_2",
-           53,
-           763
-          ],
-          [
-           "1_2",
-           53,
-           764
-          ],
-          [
-           "1_2",
-           54,
-           767
-          ],
-          [
-           "1_2",
-           54,
-           769
-          ],
-          [
-           "1_2",
-           54,
-           770
-          ],
-          [
-           "1_2",
-           55,
-           771
-          ],
-          [
-           "1_2",
-           55,
-           772
-          ],
-          [
-           "1_2",
-           55,
-           773
-          ],
-          [
-           "1_2",
-           55,
-           774
-          ],
-          [
-           "1_2",
-           55,
-           775
-          ],
-          [
-           "1_2",
-           56,
-           777
-          ],
-          [
-           "1_2",
-           56,
-           778
-          ],
-          [
-           "1_2",
-           56,
-           779
-          ],
-          [
-           "1_2",
-           56,
-           780
-          ],
-          [
-           "1_2",
-           57,
-           781
-          ],
-          [
-           "1_2",
-           57,
-           782
-          ],
-          [
-           "1_2",
-           57,
-           783
-          ],
-          [
-           "1_2",
-           57,
-           784
-          ],
-          [
-           "1_2",
-           57,
-           785
-          ],
-          [
-           "1_2",
-           58,
-           786
-          ],
-          [
-           "1_2",
-           58,
-           787
-          ],
-          [
-           "1_2",
-           58,
-           788
-          ],
-          [
-           "1_2",
-           58,
-           789
-          ],
-          [
-           "1_2",
-           58,
-           790
-          ],
-          [
-           "1_2",
-           59,
-           792
-          ],
-          [
-           "1_2",
-           59,
-           793
-          ],
-          [
-           "1_2",
-           59,
-           794
-          ],
-          [
-           "1_2",
-           59,
-           795
-          ],
-          [
-           "1_2",
-           60,
-           796
-          ],
-          [
-           "1_2",
-           60,
-           797
-          ],
-          [
-           "1_2",
-           60,
-           798
-          ],
-          [
-           "1_2",
-           60,
-           799
-          ],
-          [
-           "1_2",
-           60,
-           800
-          ],
-          [
-           "1_2",
-           61,
-           801
-          ],
-          [
-           "1_2",
-           61,
-           802
-          ],
-          [
-           "1_2",
-           61,
-           803
-          ],
-          [
-           "1_2",
-           61,
-           804
-          ],
-          [
-           "1_2",
-           61,
-           805
-          ],
-          [
-           "1_2",
-           62,
-           806
-          ],
-          [
-           "1_2",
-           62,
-           807
-          ],
-          [
-           "1_2",
-           62,
-           808
-          ],
-          [
-           "1_2",
-           62,
-           809
-          ],
-          [
-           "1_2",
-           62,
-           810
-          ],
-          [
-           "1_2",
-           63,
-           811
-          ],
-          [
-           "1_2",
-           63,
-           812
-          ],
-          [
-           "1_2",
-           63,
-           813
-          ],
-          [
-           "1_2",
-           63,
-           814
-          ],
-          [
-           "1_2",
-           63,
-           815
-          ],
-          [
-           "1_2",
-           64,
-           816
-          ],
-          [
-           "1_2",
-           64,
-           818
-          ],
-          [
-           "1_2",
-           64,
-           819
-          ],
-          [
-           "1_2",
-           64,
-           820
-          ],
-          [
-           "1_2",
-           65,
-           821
-          ],
-          [
-           "1_2",
-           65,
-           822
-          ],
-          [
-           "1_2",
-           65,
-           823
-          ],
-          [
-           "1_2",
-           65,
-           824
-          ],
-          [
-           "1_2",
-           65,
-           825
-          ],
-          [
-           "1_2",
-           66,
-           826
-          ],
-          [
-           "1_2",
-           66,
-           828
-          ],
-          [
-           "1_2",
-           66,
-           829
-          ],
-          [
-           "1_2",
-           67,
-           831
-          ],
-          [
-           "1_2",
-           67,
-           832
-          ],
-          [
-           "1_2",
-           67,
-           833
-          ],
-          [
-           "1_2",
-           67,
-           834
-          ],
-          [
-           "1_2",
-           67,
-           835
-          ],
-          [
-           "1_2",
-           68,
-           836
-          ],
-          [
-           "1_2",
-           68,
-           837
-          ],
-          [
-           "1_2",
-           68,
-           838
-          ],
-          [
-           "1_2",
-           68,
-           840
-          ],
-          [
-           "1_2",
-           69,
-           841
-          ],
-          [
-           "1_2",
-           69,
-           843
-          ],
-          [
-           "1_2",
-           69,
-           844
-          ],
-          [
-           "1_2",
-           69,
-           845
-          ],
-          [
-           "1_2",
-           70,
-           848
-          ],
-          [
-           "1_2",
-           70,
-           849
-          ],
-          [
-           "1_2",
-           71,
-           851
-          ],
-          [
-           "1_2",
-           71,
-           852
-          ],
-          [
-           "1_2",
-           71,
-           853
-          ],
-          [
-           "1_2",
-           71,
-           854
-          ],
-          [
-           "1_2",
-           72,
-           856
-          ],
-          [
-           "1_2",
-           72,
-           857
-          ],
-          [
-           "1_2",
-           72,
-           858
-          ],
-          [
-           "1_2",
-           72,
-           859
-          ],
-          [
-           "1_2",
-           72,
-           860
-          ],
-          [
-           "1_2",
-           73,
-           862
-          ],
-          [
-           "1_2",
-           73,
-           863
-          ],
-          [
-           "1_2",
-           73,
-           864
-          ],
-          [
-           "1_2",
-           74,
-           866
-          ],
-          [
-           "1_2",
-           74,
-           867
-          ],
-          [
-           "1_2",
-           74,
-           868
-          ],
-          [
-           "1_2",
-           74,
-           869
-          ],
-          [
-           "1_2",
-           74,
-           870
-          ],
-          [
-           "1_2",
-           75,
-           871
-          ],
-          [
-           "1_2",
-           75,
-           872
-          ],
-          [
-           "1_2",
-           75,
-           873
-          ],
-          [
-           "1_2",
-           76,
-           876
-          ],
-          [
-           "1_2",
-           76,
-           877
-          ],
-          [
-           "1_2",
-           76,
-           878
-          ],
-          [
-           "1_2",
-           76,
-           879
-          ],
-          [
-           "1_2",
-           76,
-           880
-          ],
-          [
-           "1_2",
-           77,
-           881
-          ],
-          [
-           "1_2",
-           77,
-           882
-          ],
-          [
-           "1_2",
-           77,
-           883
-          ],
-          [
-           "1_2",
-           77,
-           884
-          ],
-          [
-           "1_2",
-           77,
-           885
-          ],
-          [
-           "1_2",
-           78,
-           886
-          ],
-          [
-           "1_2",
-           78,
-           887
-          ],
-          [
-           "1_2",
-           78,
-           888
-          ],
-          [
-           "1_2",
-           78,
-           889
-          ],
-          [
-           "1_2",
-           78,
-           890
-          ],
-          [
-           "1_2",
-           79,
-           891
-          ],
-          [
-           "1_2",
-           79,
-           894
-          ],
-          [
-           "1_2",
-           79,
-           895
-          ],
-          [
-           "1_2",
-           80,
-           896
-          ],
-          [
-           "1_2",
-           80,
-           898
-          ],
-          [
-           "1_2",
-           81,
-           902
-          ],
-          [
-           "1_2",
-           81,
-           903
-          ],
-          [
-           "1_2",
-           81,
-           904
-          ],
-          [
-           "1_2",
-           81,
-           905
-          ],
-          [
-           "1_2",
-           82,
-           907
-          ],
-          [
-           "1_2",
-           83,
-           911
-          ],
-          [
-           "1_2",
-           83,
-           912
-          ],
-          [
-           "1_2",
-           83,
-           915
-          ],
-          [
-           "1_2",
-           84,
-           916
-          ],
-          [
-           "1_2",
-           84,
-           917
-          ],
-          [
-           "1_2",
-           84,
-           918
-          ],
-          [
-           "1_2",
-           84,
-           919
-          ],
-          [
-           "1_2",
-           84,
-           920
-          ],
-          [
-           "1_2",
-           85,
-           921
-          ],
-          [
-           "1_2",
-           85,
-           923
-          ],
-          [
-           "1_2",
-           85,
-           925
-          ],
-          [
-           "1_2",
-           86,
-           926
-          ],
-          [
-           "1_2",
-           86,
-           927
-          ],
-          [
-           "1_2",
-           86,
-           928
-          ],
-          [
-           "1_2",
-           86,
-           929
-          ],
-          [
-           "1_2",
-           87,
-           931
-          ],
-          [
-           "1_2",
-           87,
-           933
-          ],
-          [
-           "1_2",
-           87,
-           934
-          ],
-          [
-           "1_2",
-           87,
-           935
-          ],
-          [
-           "1_2",
-           88,
-           936
-          ],
-          [
-           "1_2",
-           88,
-           937
-          ],
-          [
-           "1_2",
-           88,
-           938
-          ],
-          [
-           "1_2",
-           88,
-           939
-          ],
-          [
-           "1_2",
-           88,
-           940
-          ],
-          [
-           "1_2",
-           89,
-           943
-          ],
-          [
-           "1_2",
-           89,
-           944
-          ],
-          [
-           "1_2",
-           89,
-           945
-          ],
-          [
-           "1_2",
-           90,
-           946
-          ],
-          [
-           "1_2",
-           90,
-           947
-          ],
-          [
-           "1_2",
-           90,
-           948
-          ],
-          [
-           "1_2",
-           90,
-           950
-          ],
-          [
-           "1_2",
-           91,
-           951
-          ],
-          [
-           "1_2",
-           91,
-           952
-          ],
-          [
-           "1_2",
-           91,
-           955
-          ],
-          [
-           "1_2",
-           92,
-           959
-          ],
-          [
-           "1_2",
-           92,
-           960
-          ],
-          [
-           "1_2",
-           93,
-           961
-          ],
-          [
-           "1_2",
-           93,
-           963
-          ],
-          [
-           "1_2",
-           93,
-           964
-          ],
-          [
-           "1_2",
-           93,
-           965
-          ],
-          [
-           "1_2",
-           94,
-           967
-          ],
-          [
-           "1_2",
-           94,
-           969
-          ],
-          [
-           "1_2",
-           94,
-           970
-          ],
-          [
-           "1_2",
-           95,
-           971
-          ],
-          [
-           "1_2",
-           95,
-           972
-          ],
-          [
-           "1_2",
-           95,
-           973
-          ],
-          [
-           "1_2",
-           95,
-           974
-          ],
-          [
-           "1_2",
-           95,
-           975
-          ],
-          [
-           "1_2",
-           96,
-           976
-          ],
-          [
-           "1_2",
-           96,
-           977
-          ],
-          [
-           "1_2",
-           96,
-           978
-          ],
-          [
-           "1_2",
-           96,
-           979
-          ],
-          [
-           "1_2",
-           97,
-           981
-          ],
-          [
-           "1_2",
-           97,
-           983
-          ],
-          [
-           "1_2",
-           97,
-           984
-          ],
-          [
-           "1_2",
-           97,
-           985
-          ],
-          [
-           "1_2",
-           98,
-           986
-          ],
-          [
-           "1_2",
-           98,
-           987
-          ],
-          [
-           "1_2",
-           98,
-           988
-          ],
-          [
-           "1_2",
-           98,
-           989
-          ],
-          [
-           "1_2",
-           98,
-           990
-          ],
-          [
-           "1_2",
-           99,
-           992
-          ],
-          [
-           "1_2",
-           99,
-           993
-          ],
-          [
-           "1_2",
-           99,
-           994
-          ],
-          [
-           "1_2",
-           99,
-           995
-          ],
-          [
-           "1_2",
-           100,
-           996
-          ],
-          [
-           "1_2",
-           100,
-           997
-          ],
-          [
-           "1_2",
-           100,
-           998
-          ],
-          [
-           "1_2",
-           100,
-           999
-          ],
-          [
-           "1_2",
-           100,
-           1000
-          ],
-          [
-           "2_1",
-           1,
-           1002
-          ],
-          [
-           "2_1",
-           1,
-           1003
-          ],
-          [
-           "2_1",
-           1,
-           1004
-          ],
-          [
-           "2_1",
-           1,
-           1005
-          ],
-          [
-           "2_1",
-           2,
-           1006
-          ],
-          [
-           "2_1",
-           2,
-           1007
-          ],
-          [
-           "2_1",
-           2,
-           1010
-          ],
-          [
-           "2_1",
-           3,
-           1011
-          ],
-          [
-           "2_1",
-           3,
-           1012
-          ],
-          [
-           "2_1",
-           3,
-           1013
-          ],
-          [
-           "2_1",
-           3,
-           1015
-          ],
-          [
-           "2_1",
-           4,
-           1016
-          ],
-          [
-           "2_1",
-           4,
-           1017
-          ],
-          [
-           "2_1",
-           4,
-           1018
-          ],
-          [
-           "2_1",
-           4,
-           1019
-          ],
-          [
-           "2_1",
-           4,
-           1020
-          ],
-          [
-           "2_1",
-           5,
-           1021
-          ],
-          [
-           "2_1",
-           5,
-           1022
-          ],
-          [
-           "2_1",
-           5,
-           1023
-          ],
-          [
-           "2_1",
-           6,
-           1026
-          ],
-          [
-           "2_1",
-           6,
-           1027
-          ],
-          [
-           "2_1",
-           6,
-           1028
-          ],
-          [
-           "2_1",
-           6,
-           1030
-          ],
-          [
-           "2_1",
-           7,
-           1031
-          ],
-          [
-           "2_1",
-           7,
-           1032
-          ],
-          [
-           "2_1",
-           7,
-           1033
-          ],
-          [
-           "2_1",
-           7,
-           1035
-          ],
-          [
-           "2_1",
-           8,
-           1036
-          ],
-          [
-           "2_1",
-           8,
-           1037
-          ],
-          [
-           "2_1",
-           8,
-           1038
-          ],
-          [
-           "2_1",
-           8,
-           1039
-          ],
-          [
-           "2_1",
-           9,
-           1042
-          ],
-          [
-           "2_1",
-           9,
-           1044
-          ],
-          [
-           "2_1",
-           9,
-           1045
-          ],
-          [
-           "2_1",
-           10,
-           1047
-          ],
-          [
-           "2_1",
-           10,
-           1049
-          ],
-          [
-           "2_1",
-           10,
-           1050
-          ],
-          [
-           "2_1",
-           11,
-           1051
-          ],
-          [
-           "2_1",
-           11,
-           1052
-          ],
-          [
-           "2_1",
-           11,
-           1053
-          ],
-          [
-           "2_1",
-           11,
-           1054
-          ],
-          [
-           "2_1",
-           11,
-           1055
-          ],
-          [
-           "2_1",
-           12,
-           1057
-          ],
-          [
-           "2_1",
-           12,
-           1058
-          ],
-          [
-           "2_1",
-           12,
-           1059
-          ],
-          [
-           "2_1",
-           12,
-           1060
-          ],
-          [
-           "2_1",
-           13,
-           1061
-          ],
-          [
-           "2_1",
-           13,
-           1062
-          ],
-          [
-           "2_1",
-           13,
-           1063
-          ],
-          [
-           "2_1",
-           14,
-           1066
-          ],
-          [
-           "2_1",
-           14,
-           1067
-          ],
-          [
-           "2_1",
-           14,
-           1068
-          ],
-          [
-           "2_1",
-           14,
-           1070
-          ],
-          [
-           "2_1",
-           15,
-           1071
-          ],
-          [
-           "2_1",
-           15,
-           1073
-          ],
-          [
-           "2_1",
-           15,
-           1074
-          ],
-          [
-           "2_1",
-           15,
-           1075
-          ],
-          [
-           "2_1",
-           16,
-           1076
-          ],
-          [
-           "2_1",
-           16,
-           1077
-          ],
-          [
-           "2_1",
-           16,
-           1078
-          ],
-          [
-           "2_1",
-           16,
-           1079
-          ],
-          [
-           "2_1",
-           17,
-           1083
-          ],
-          [
-           "2_1",
-           17,
-           1084
-          ],
-          [
-           "2_1",
-           17,
-           1085
-          ],
-          [
-           "2_1",
-           18,
-           1087
-          ],
-          [
-           "2_1",
-           18,
-           1089
-          ],
-          [
-           "2_1",
-           18,
-           1090
-          ],
-          [
-           "2_1",
-           19,
-           1092
-          ],
-          [
-           "2_1",
-           19,
-           1093
-          ],
-          [
-           "2_1",
-           19,
-           1094
-          ],
-          [
-           "2_1",
-           19,
-           1095
-          ],
-          [
-           "2_1",
-           20,
-           1096
-          ],
-          [
-           "2_1",
-           20,
-           1097
-          ],
-          [
-           "2_1",
-           20,
-           1098
-          ],
-          [
-           "2_1",
-           20,
-           1099
-          ],
-          [
-           "2_1",
-           20,
-           1100
-          ],
-          [
-           "2_1",
-           21,
-           1101
-          ],
-          [
-           "2_1",
-           21,
-           1103
-          ],
-          [
-           "2_1",
-           21,
-           1104
-          ],
-          [
-           "2_1",
-           21,
-           1105
-          ],
-          [
-           "2_1",
-           22,
-           1106
-          ],
-          [
-           "2_1",
-           22,
-           1108
-          ],
-          [
-           "2_1",
-           22,
-           1109
-          ],
-          [
-           "2_1",
-           22,
-           1110
-          ],
-          [
-           "2_1",
-           23,
-           1111
-          ],
-          [
-           "2_1",
-           23,
-           1113
-          ],
-          [
-           "2_1",
-           23,
-           1115
-          ],
-          [
-           "2_1",
-           24,
-           1116
-          ],
-          [
-           "2_1",
-           24,
-           1117
-          ],
-          [
-           "2_1",
-           24,
-           1118
-          ],
-          [
-           "2_1",
-           24,
-           1119
-          ],
-          [
-           "2_1",
-           24,
-           1120
-          ],
-          [
-           "2_1",
-           25,
-           1121
-          ],
-          [
-           "2_1",
-           25,
-           1122
-          ],
-          [
-           "2_1",
-           25,
-           1123
-          ],
-          [
-           "2_1",
-           25,
-           1124
-          ],
-          [
-           "2_1",
-           26,
-           1127
-          ],
-          [
-           "2_1",
-           26,
-           1128
-          ],
-          [
-           "2_1",
-           26,
-           1129
-          ],
-          [
-           "2_1",
-           26,
-           1130
-          ],
-          [
-           "2_1",
-           27,
-           1131
-          ],
-          [
-           "2_1",
-           27,
-           1132
-          ],
-          [
-           "2_1",
-           27,
-           1133
-          ],
-          [
-           "2_1",
-           27,
-           1134
-          ],
-          [
-           "2_1",
-           27,
-           1135
-          ],
-          [
-           "2_1",
-           28,
-           1136
-          ],
-          [
-           "2_1",
-           28,
-           1137
-          ],
-          [
-           "2_1",
-           28,
-           1138
-          ],
-          [
-           "2_1",
-           28,
-           1140
-          ],
-          [
-           "2_1",
-           29,
-           1141
-          ],
-          [
-           "2_1",
-           29,
-           1142
-          ],
-          [
-           "2_1",
-           29,
-           1143
-          ],
-          [
-           "2_1",
-           29,
-           1144
-          ],
-          [
-           "2_1",
-           29,
-           1145
-          ],
-          [
-           "2_1",
-           30,
-           1147
-          ],
-          [
-           "2_1",
-           30,
-           1148
-          ],
-          [
-           "2_1",
-           30,
-           1149
-          ],
-          [
-           "2_1",
-           30,
-           1150
-          ],
-          [
-           "2_1",
-           31,
-           1151
-          ],
-          [
-           "2_1",
-           31,
-           1152
-          ],
-          [
-           "2_1",
-           31,
-           1153
-          ],
-          [
-           "2_1",
-           31,
-           1155
-          ],
-          [
-           "2_1",
-           32,
-           1157
-          ],
-          [
-           "2_1",
-           32,
-           1158
-          ],
-          [
-           "2_1",
-           32,
-           1159
-          ],
-          [
-           "2_1",
-           33,
-           1161
-          ],
-          [
-           "2_1",
-           33,
-           1162
-          ],
-          [
-           "2_1",
-           33,
-           1163
-          ],
-          [
-           "2_1",
-           33,
-           1164
-          ],
-          [
-           "2_1",
-           34,
-           1166
-          ],
-          [
-           "2_1",
-           34,
-           1167
-          ],
-          [
-           "2_1",
-           34,
-           1169
-          ],
-          [
-           "2_1",
-           35,
-           1171
-          ],
-          [
-           "2_1",
-           35,
-           1172
-          ],
-          [
-           "2_1",
-           35,
-           1173
-          ],
-          [
-           "2_1",
-           35,
-           1174
-          ],
-          [
-           "2_1",
-           35,
-           1175
-          ],
-          [
-           "2_1",
-           36,
-           1176
-          ],
-          [
-           "2_1",
-           36,
-           1177
-          ],
-          [
-           "2_1",
-           36,
-           1178
-          ],
-          [
-           "2_1",
-           36,
-           1179
-          ],
-          [
-           "2_1",
-           36,
-           1180
-          ],
-          [
-           "2_1",
-           37,
-           1181
-          ],
-          [
-           "2_1",
-           37,
-           1182
-          ],
-          [
-           "2_1",
-           37,
-           1184
-          ],
-          [
-           "2_1",
-           37,
-           1185
-          ],
-          [
-           "2_1",
-           38,
-           1186
-          ],
-          [
-           "2_1",
-           38,
-           1187
-          ],
-          [
-           "2_1",
-           38,
-           1188
-          ],
-          [
-           "2_1",
-           38,
-           1189
-          ],
-          [
-           "2_1",
-           39,
-           1192
-          ],
-          [
-           "2_1",
-           39,
-           1193
-          ],
-          [
-           "2_1",
-           39,
-           1195
-          ],
-          [
-           "2_1",
-           40,
-           1196
-          ],
-          [
-           "2_1",
-           40,
-           1198
-          ],
-          [
-           "2_1",
-           40,
-           1199
-          ],
-          [
-           "2_1",
-           41,
-           1201
-          ],
-          [
-           "2_1",
-           41,
-           1202
-          ],
-          [
-           "2_1",
-           41,
-           1203
-          ],
-          [
-           "2_1",
-           41,
-           1204
-          ],
-          [
-           "2_1",
-           41,
-           1205
-          ],
-          [
-           "2_1",
-           42,
-           1206
-          ],
-          [
-           "2_1",
-           42,
-           1207
-          ],
-          [
-           "2_1",
-           42,
-           1208
-          ],
-          [
-           "2_1",
-           42,
-           1209
-          ],
-          [
-           "2_1",
-           43,
-           1213
-          ],
-          [
-           "2_1",
-           43,
-           1214
-          ],
-          [
-           "2_1",
-           43,
-           1215
-          ],
-          [
-           "2_1",
-           44,
-           1216
-          ],
-          [
-           "2_1",
-           44,
-           1217
-          ],
-          [
-           "2_1",
-           44,
-           1218
-          ],
-          [
-           "2_1",
-           44,
-           1219
-          ],
-          [
-           "2_1",
-           44,
-           1220
-          ],
-          [
-           "2_1",
-           45,
-           1222
-          ],
-          [
-           "2_1",
-           45,
-           1223
-          ],
-          [
-           "2_1",
-           45,
-           1224
-          ],
-          [
-           "2_1",
-           45,
-           1225
-          ],
-          [
-           "2_1",
-           46,
-           1228
-          ],
-          [
-           "2_1",
-           46,
-           1229
-          ],
-          [
-           "2_1",
-           46,
-           1230
-          ],
-          [
-           "2_1",
-           47,
-           1231
-          ],
-          [
-           "2_1",
-           47,
-           1232
-          ],
-          [
-           "2_1",
-           47,
-           1233
-          ],
-          [
-           "2_1",
-           47,
-           1234
-          ],
-          [
-           "2_1",
-           47,
-           1235
-          ],
-          [
-           "2_1",
-           48,
-           1237
-          ],
-          [
-           "2_1",
-           48,
-           1238
-          ],
-          [
-           "2_1",
-           48,
-           1239
-          ],
-          [
-           "2_1",
-           49,
-           1241
-          ],
-          [
-           "2_1",
-           49,
-           1242
-          ],
-          [
-           "2_1",
-           49,
-           1243
-          ],
-          [
-           "2_1",
-           49,
-           1244
-          ],
-          [
-           "2_1",
-           49,
-           1245
-          ],
-          [
-           "2_1",
-           50,
-           1246
-          ],
-          [
-           "2_1",
-           50,
-           1247
-          ],
-          [
-           "2_1",
-           50,
-           1248
-          ],
-          [
-           "2_1",
-           50,
-           1249
-          ],
-          [
-           "2_1",
-           50,
-           1250
-          ],
-          [
-           "2_1",
-           51,
-           1251
-          ],
-          [
-           "2_1",
-           51,
-           1252
-          ],
-          [
-           "2_1",
-           51,
-           1253
-          ],
-          [
-           "2_1",
-           51,
-           1255
-          ],
-          [
-           "2_1",
-           52,
-           1256
-          ],
-          [
-           "2_1",
-           52,
-           1257
-          ],
-          [
-           "2_1",
-           52,
-           1258
-          ],
-          [
-           "2_1",
-           52,
-           1260
-          ],
-          [
-           "2_1",
-           53,
-           1261
-          ],
-          [
-           "2_1",
-           53,
-           1262
-          ],
-          [
-           "2_1",
-           53,
-           1263
-          ],
-          [
-           "2_1",
-           54,
-           1266
-          ],
-          [
-           "2_1",
-           54,
-           1267
-          ],
-          [
-           "2_1",
-           54,
-           1268
-          ],
-          [
-           "2_1",
-           54,
-           1269
-          ],
-          [
-           "2_1",
-           54,
-           1270
-          ],
-          [
-           "2_1",
-           55,
-           1271
-          ],
-          [
-           "2_1",
-           55,
-           1273
-          ],
-          [
-           "2_1",
-           55,
-           1274
-          ],
-          [
-           "2_1",
-           56,
-           1277
-          ],
-          [
-           "2_1",
-           56,
-           1278
-          ],
-          [
-           "2_1",
-           57,
-           1281
-          ],
-          [
-           "2_1",
-           57,
-           1282
-          ],
-          [
-           "2_1",
-           57,
-           1283
-          ],
-          [
-           "2_1",
-           57,
-           1285
-          ],
-          [
-           "2_1",
-           58,
-           1286
-          ],
-          [
-           "2_1",
-           58,
-           1288
-          ],
-          [
-           "2_1",
-           58,
-           1289
-          ],
-          [
-           "2_1",
-           58,
-           1290
-          ],
-          [
-           "2_1",
-           59,
-           1291
-          ],
-          [
-           "2_1",
-           59,
-           1292
-          ],
-          [
-           "2_1",
-           59,
-           1293
-          ],
-          [
-           "2_1",
-           59,
-           1294
-          ],
-          [
-           "2_1",
-           59,
-           1295
-          ],
-          [
-           "2_1",
-           60,
-           1296
-          ],
-          [
-           "2_1",
-           60,
-           1297
-          ],
-          [
-           "2_1",
-           60,
-           1298
-          ],
-          [
-           "2_1",
-           60,
-           1299
-          ],
-          [
-           "2_1",
-           60,
-           1300
-          ],
-          [
-           "2_1",
-           61,
-           1301
-          ],
-          [
-           "2_1",
-           61,
-           1302
-          ],
-          [
-           "2_1",
-           61,
-           1303
-          ],
-          [
-           "2_1",
-           61,
-           1304
-          ],
-          [
-           "2_1",
-           61,
-           1305
-          ],
-          [
-           "2_1",
-           62,
-           1306
-          ],
-          [
-           "2_1",
-           62,
-           1307
-          ],
-          [
-           "2_1",
-           62,
-           1308
-          ],
-          [
-           "2_1",
-           62,
-           1309
-          ],
-          [
-           "2_1",
-           62,
-           1310
-          ],
-          [
-           "2_1",
-           63,
-           1311
-          ],
-          [
-           "2_1",
-           63,
-           1313
-          ],
-          [
-           "2_1",
-           63,
-           1315
-          ],
-          [
-           "2_1",
-           64,
-           1316
-          ],
-          [
-           "2_1",
-           64,
-           1317
-          ],
-          [
-           "2_1",
-           64,
-           1318
-          ],
-          [
-           "2_1",
-           64,
-           1320
-          ],
-          [
-           "2_1",
-           65,
-           1322
-          ],
-          [
-           "2_1",
-           65,
-           1323
-          ],
-          [
-           "2_1",
-           65,
-           1324
-          ],
-          [
-           "2_1",
-           65,
-           1325
-          ],
-          [
-           "2_1",
-           66,
-           1328
-          ],
-          [
-           "2_1",
-           66,
-           1329
-          ],
-          [
-           "2_1",
-           67,
-           1331
-          ],
-          [
-           "2_1",
-           67,
-           1332
-          ],
-          [
-           "2_1",
-           67,
-           1333
-          ],
-          [
-           "2_1",
-           67,
-           1335
-          ],
-          [
-           "2_1",
-           68,
-           1336
-          ],
-          [
-           "2_1",
-           68,
-           1337
-          ],
-          [
-           "2_1",
-           68,
-           1339
-          ],
-          [
-           "2_1",
-           69,
-           1341
-          ],
-          [
-           "2_1",
-           69,
-           1342
-          ],
-          [
-           "2_1",
-           69,
-           1345
-          ],
-          [
-           "2_1",
-           70,
-           1346
-          ],
-          [
-           "2_1",
-           70,
-           1349
-          ],
-          [
-           "2_1",
-           70,
-           1350
-          ],
-          [
-           "2_1",
-           71,
-           1351
-          ],
-          [
-           "2_1",
-           71,
-           1353
-          ],
-          [
-           "2_1",
-           72,
-           1356
-          ],
-          [
-           "2_1",
-           72,
-           1357
-          ],
-          [
-           "2_1",
-           72,
-           1360
-          ],
-          [
-           "2_1",
-           73,
-           1361
-          ],
-          [
-           "2_1",
-           73,
-           1362
-          ],
-          [
-           "2_1",
-           73,
-           1363
-          ],
-          [
-           "2_1",
-           73,
-           1364
-          ],
-          [
-           "2_1",
-           73,
-           1365
-          ],
-          [
-           "2_1",
-           74,
-           1366
-          ],
-          [
-           "2_1",
-           74,
-           1367
-          ],
-          [
-           "2_1",
-           74,
-           1368
-          ],
-          [
-           "2_1",
-           74,
-           1370
-          ],
-          [
-           "2_1",
-           75,
-           1371
-          ],
-          [
-           "2_1",
-           75,
-           1372
-          ],
-          [
-           "2_1",
-           75,
-           1373
-          ],
-          [
-           "2_1",
-           75,
-           1374
-          ],
-          [
-           "2_1",
-           75,
-           1375
-          ],
-          [
-           "2_1",
-           76,
-           1377
-          ],
-          [
-           "2_1",
-           76,
-           1378
-          ],
-          [
-           "2_1",
-           76,
-           1379
-          ],
-          [
-           "2_1",
-           76,
-           1380
-          ],
-          [
-           "2_1",
-           77,
-           1381
-          ],
-          [
-           "2_1",
-           77,
-           1382
-          ],
-          [
-           "2_1",
-           77,
-           1384
-          ],
-          [
-           "2_1",
-           78,
-           1386
-          ],
-          [
-           "2_1",
-           78,
-           1387
-          ],
-          [
-           "2_1",
-           78,
-           1389
-          ],
-          [
-           "2_1",
-           78,
-           1390
-          ],
-          [
-           "2_1",
-           79,
-           1391
-          ],
-          [
-           "2_1",
-           79,
-           1392
-          ],
-          [
-           "2_1",
-           79,
-           1394
-          ],
-          [
-           "2_1",
-           79,
-           1395
-          ],
-          [
-           "2_1",
-           80,
-           1396
-          ],
-          [
-           "2_1",
-           80,
-           1397
-          ],
-          [
-           "2_1",
-           80,
-           1400
-          ],
-          [
-           "2_1",
-           81,
-           1401
-          ],
-          [
-           "2_1",
-           81,
-           1402
-          ],
-          [
-           "2_1",
-           81,
-           1403
-          ],
-          [
-           "2_1",
-           81,
-           1404
-          ],
-          [
-           "2_1",
-           82,
-           1406
-          ],
-          [
-           "2_1",
-           82,
-           1408
-          ],
-          [
-           "2_1",
-           82,
-           1409
-          ],
-          [
-           "2_1",
-           83,
-           1411
-          ],
-          [
-           "2_1",
-           83,
-           1412
-          ],
-          [
-           "2_1",
-           83,
-           1413
-          ],
-          [
-           "2_1",
-           83,
-           1414
-          ],
-          [
-           "2_1",
-           83,
-           1415
-          ],
-          [
-           "2_1",
-           84,
-           1417
-          ],
-          [
-           "2_1",
-           84,
-           1418
-          ],
-          [
-           "2_1",
-           84,
-           1419
-          ],
-          [
-           "2_1",
-           84,
-           1420
-          ],
-          [
-           "2_1",
-           85,
-           1421
-          ],
-          [
-           "2_1",
-           85,
-           1423
-          ],
-          [
-           "2_1",
-           85,
-           1424
-          ],
-          [
-           "2_1",
-           85,
-           1425
-          ],
-          [
-           "2_1",
-           86,
-           1426
-          ],
-          [
-           "2_1",
-           86,
-           1427
-          ],
-          [
-           "2_1",
-           86,
-           1429
-          ],
-          [
-           "2_1",
-           86,
-           1430
-          ],
-          [
-           "2_1",
-           87,
-           1433
-          ],
-          [
-           "2_1",
-           87,
-           1434
-          ],
-          [
-           "2_1",
-           88,
-           1438
-          ],
-          [
-           "2_1",
-           88,
-           1439
-          ],
-          [
-           "2_1",
-           88,
-           1440
-          ],
-          [
-           "2_1",
-           89,
-           1441
-          ],
-          [
-           "2_1",
-           89,
-           1442
-          ],
-          [
-           "2_1",
-           89,
-           1443
-          ],
-          [
-           "2_1",
-           89,
-           1444
-          ],
-          [
-           "2_1",
-           89,
-           1445
-          ],
-          [
-           "2_1",
-           90,
-           1446
-          ],
-          [
-           "2_1",
-           90,
-           1447
-          ],
-          [
-           "2_1",
-           90,
-           1448
-          ],
-          [
-           "2_1",
-           90,
-           1449
-          ],
-          [
-           "2_1",
-           90,
-           1450
-          ],
-          [
-           "2_1",
-           91,
-           1452
-          ],
-          [
-           "2_1",
-           91,
-           1453
-          ],
-          [
-           "2_1",
-           91,
-           1454
-          ],
-          [
-           "2_1",
-           91,
-           1455
-          ],
-          [
-           "2_1",
-           92,
-           1456
-          ],
-          [
-           "2_1",
-           92,
-           1457
-          ],
-          [
-           "2_1",
-           92,
-           1459
-          ],
-          [
-           "2_1",
-           93,
-           1461
-          ],
-          [
-           "2_1",
-           93,
-           1462
-          ],
-          [
-           "2_1",
-           93,
-           1463
-          ],
-          [
-           "2_1",
-           93,
-           1464
-          ],
-          [
-           "2_1",
-           93,
-           1465
-          ],
-          [
-           "2_1",
-           94,
-           1466
-          ],
-          [
-           "2_1",
-           94,
-           1468
-          ],
-          [
-           "2_1",
-           94,
-           1469
-          ],
-          [
-           "2_1",
-           94,
-           1470
-          ],
-          [
-           "2_1",
-           95,
-           1471
-          ],
-          [
-           "2_1",
-           95,
-           1473
-          ],
-          [
-           "2_1",
-           95,
-           1474
-          ],
-          [
-           "2_1",
-           95,
-           1475
-          ],
-          [
-           "2_1",
-           96,
-           1476
-          ],
-          [
-           "2_1",
-           96,
-           1477
-          ],
-          [
-           "2_1",
-           96,
-           1478
-          ],
-          [
-           "2_1",
-           96,
-           1480
-          ],
-          [
-           "2_1",
-           97,
-           1481
-          ],
-          [
-           "2_1",
-           97,
-           1482
-          ],
-          [
-           "2_1",
-           97,
-           1483
-          ],
-          [
-           "2_1",
-           97,
-           1484
-          ],
-          [
-           "2_1",
-           97,
-           1485
-          ],
-          [
-           "2_1",
-           98,
-           1486
-          ],
-          [
-           "2_1",
-           98,
-           1488
-          ],
-          [
-           "2_1",
-           99,
-           1491
-          ],
-          [
-           "2_1",
-           99,
-           1492
-          ],
-          [
-           "2_1",
-           99,
-           1493
-          ],
-          [
-           "2_1",
-           99,
-           1494
-          ],
-          [
-           "2_1",
-           100,
-           1496
-          ],
-          [
-           "2_1",
-           100,
-           1497
-          ],
-          [
-           "2_1",
-           100,
-           1498
-          ],
-          [
-           "2_1",
-           100,
-           1499
-          ],
-          [
-           "2_1",
-           100,
-           1500
-          ],
-          [
-           "2_2",
-           1,
-           1502
-          ],
-          [
-           "2_2",
-           1,
-           1503
-          ],
-          [
-           "2_2",
-           1,
-           1504
-          ],
-          [
-           "2_2",
-           1,
-           1505
-          ],
-          [
-           "2_2",
-           2,
-           1506
-          ],
-          [
-           "2_2",
-           2,
-           1507
-          ],
-          [
-           "2_2",
-           2,
-           1509
-          ],
-          [
-           "2_2",
-           3,
-           1511
-          ],
-          [
-           "2_2",
-           3,
-           1514
-          ],
-          [
-           "2_2",
-           4,
-           1516
-          ],
-          [
-           "2_2",
-           4,
-           1517
-          ],
-          [
-           "2_2",
-           4,
-           1518
-          ],
-          [
-           "2_2",
-           4,
-           1519
-          ],
-          [
-           "2_2",
-           4,
-           1520
-          ],
-          [
-           "2_2",
-           5,
-           1521
-          ],
-          [
-           "2_2",
-           5,
-           1523
-          ],
-          [
-           "2_2",
-           5,
-           1524
-          ],
-          [
-           "2_2",
-           5,
-           1525
-          ],
-          [
-           "2_2",
-           6,
-           1527
-          ],
-          [
-           "2_2",
-           6,
-           1528
-          ],
-          [
-           "2_2",
-           6,
-           1530
-          ],
-          [
-           "2_2",
-           7,
-           1531
-          ],
-          [
-           "2_2",
-           7,
-           1532
-          ],
-          [
-           "2_2",
-           7,
-           1534
-          ],
-          [
-           "2_2",
-           8,
-           1536
-          ],
-          [
-           "2_2",
-           8,
-           1537
-          ],
-          [
-           "2_2",
-           8,
-           1538
-          ],
-          [
-           "2_2",
-           8,
-           1539
-          ],
-          [
-           "2_2",
-           9,
-           1541
-          ],
-          [
-           "2_2",
-           9,
-           1542
-          ],
-          [
-           "2_2",
-           9,
-           1543
-          ],
-          [
-           "2_2",
-           9,
-           1545
-          ],
-          [
-           "2_2",
-           10,
-           1546
-          ],
-          [
-           "2_2",
-           10,
-           1548
-          ],
-          [
-           "2_2",
-           11,
-           1551
-          ],
-          [
-           "2_2",
-           11,
-           1552
-          ],
-          [
-           "2_2",
-           11,
-           1553
-          ],
-          [
-           "2_2",
-           11,
-           1554
-          ],
-          [
-           "2_2",
-           11,
-           1555
-          ],
-          [
-           "2_2",
-           12,
-           1556
-          ],
-          [
-           "2_2",
-           12,
-           1557
-          ],
-          [
-           "2_2",
-           12,
-           1560
-          ],
-          [
-           "2_2",
-           13,
-           1561
-          ],
-          [
-           "2_2",
-           13,
-           1562
-          ],
-          [
-           "2_2",
-           13,
-           1563
-          ],
-          [
-           "2_2",
-           13,
-           1564
-          ],
-          [
-           "2_2",
-           13,
-           1565
-          ],
-          [
-           "2_2",
-           14,
-           1566
-          ],
-          [
-           "2_2",
-           14,
-           1567
-          ],
-          [
-           "2_2",
-           14,
-           1568
-          ],
-          [
-           "2_2",
-           14,
-           1569
-          ],
-          [
-           "2_2",
-           15,
-           1571
-          ],
-          [
-           "2_2",
-           15,
-           1572
-          ],
-          [
-           "2_2",
-           15,
-           1573
-          ],
-          [
-           "2_2",
-           15,
-           1574
-          ],
-          [
-           "2_2",
-           15,
-           1575
-          ],
-          [
-           "2_2",
-           16,
-           1576
-          ],
-          [
-           "2_2",
-           16,
-           1577
-          ],
-          [
-           "2_2",
-           17,
-           1581
-          ],
-          [
-           "2_2",
-           17,
-           1582
-          ],
-          [
-           "2_2",
-           17,
-           1583
-          ],
-          [
-           "2_2",
-           17,
-           1584
-          ],
-          [
-           "2_2",
-           18,
-           1587
-          ],
-          [
-           "2_2",
-           18,
-           1589
-          ],
-          [
-           "2_2",
-           18,
-           1590
-          ],
-          [
-           "2_2",
-           19,
-           1591
-          ],
-          [
-           "2_2",
-           19,
-           1592
-          ],
-          [
-           "2_2",
-           19,
-           1593
-          ],
-          [
-           "2_2",
-           19,
-           1595
-          ],
-          [
-           "2_2",
-           20,
-           1596
-          ],
-          [
-           "2_2",
-           20,
-           1597
-          ],
-          [
-           "2_2",
-           20,
-           1599
-          ],
-          [
-           "2_2",
-           20,
-           1600
-          ],
-          [
-           "2_2",
-           21,
-           1601
-          ],
-          [
-           "2_2",
-           21,
-           1602
-          ],
-          [
-           "2_2",
-           21,
-           1603
-          ],
-          [
-           "2_2",
-           21,
-           1604
-          ],
-          [
-           "2_2",
-           21,
-           1605
-          ],
-          [
-           "2_2",
-           22,
-           1607
-          ],
-          [
-           "2_2",
-           22,
-           1609
-          ],
-          [
-           "2_2",
-           22,
-           1610
-          ],
-          [
-           "2_2",
-           23,
-           1611
-          ],
-          [
-           "2_2",
-           23,
-           1612
-          ],
-          [
-           "2_2",
-           23,
-           1615
-          ],
-          [
-           "2_2",
-           24,
-           1620
-          ],
-          [
-           "2_2",
-           25,
-           1621
-          ],
-          [
-           "2_2",
-           25,
-           1622
-          ],
-          [
-           "2_2",
-           25,
-           1623
-          ],
-          [
-           "2_2",
-           25,
-           1624
-          ],
-          [
-           "2_2",
-           25,
-           1625
-          ],
-          [
-           "2_2",
-           26,
-           1626
-          ],
-          [
-           "2_2",
-           26,
-           1627
-          ],
-          [
-           "2_2",
-           26,
-           1628
-          ],
-          [
-           "2_2",
-           26,
-           1629
-          ],
-          [
-           "2_2",
-           27,
-           1631
-          ],
-          [
-           "2_2",
-           27,
-           1632
-          ],
-          [
-           "2_2",
-           27,
-           1634
-          ],
-          [
-           "2_2",
-           28,
-           1636
-          ],
-          [
-           "2_2",
-           28,
-           1637
-          ],
-          [
-           "2_2",
-           28,
-           1638
-          ],
-          [
-           "2_2",
-           28,
-           1639
-          ],
-          [
-           "2_2",
-           29,
-           1641
-          ],
-          [
-           "2_2",
-           29,
-           1642
-          ],
-          [
-           "2_2",
-           29,
-           1643
-          ],
-          [
-           "2_2",
-           29,
-           1644
-          ],
-          [
-           "2_2",
-           30,
-           1646
-          ],
-          [
-           "2_2",
-           30,
-           1647
-          ],
-          [
-           "2_2",
-           30,
-           1648
-          ],
-          [
-           "2_2",
-           30,
-           1649
-          ],
-          [
-           "2_2",
-           31,
-           1652
-          ],
-          [
-           "2_2",
-           31,
-           1654
-          ],
-          [
-           "2_2",
-           31,
-           1655
-          ],
-          [
-           "2_2",
-           32,
-           1656
-          ],
-          [
-           "2_2",
-           32,
-           1657
-          ],
-          [
-           "2_2",
-           32,
-           1658
-          ],
-          [
-           "2_2",
-           32,
-           1659
-          ],
-          [
-           "2_2",
-           32,
-           1660
-          ],
-          [
-           "2_2",
-           33,
-           1662
-          ],
-          [
-           "2_2",
-           33,
-           1663
-          ],
-          [
-           "2_2",
-           33,
-           1664
-          ],
-          [
-           "2_2",
-           33,
-           1665
-          ],
-          [
-           "2_2",
-           34,
-           1666
-          ],
-          [
-           "2_2",
-           34,
-           1668
-          ],
-          [
-           "2_2",
-           34,
-           1669
-          ],
-          [
-           "2_2",
-           34,
-           1670
-          ],
-          [
-           "2_2",
-           35,
-           1671
-          ],
-          [
-           "2_2",
-           35,
-           1672
-          ],
-          [
-           "2_2",
-           35,
-           1673
-          ],
-          [
-           "2_2",
-           35,
-           1675
-          ],
-          [
-           "2_2",
-           36,
-           1676
-          ],
-          [
-           "2_2",
-           36,
-           1677
-          ],
-          [
-           "2_2",
-           36,
-           1680
-          ],
-          [
-           "2_2",
-           37,
-           1681
-          ],
-          [
-           "2_2",
-           37,
-           1682
-          ],
-          [
-           "2_2",
-           37,
-           1683
-          ],
-          [
-           "2_2",
-           37,
-           1685
-          ],
-          [
-           "2_2",
-           38,
-           1686
-          ],
-          [
-           "2_2",
-           38,
-           1687
-          ],
-          [
-           "2_2",
-           38,
-           1688
-          ],
-          [
-           "2_2",
-           38,
-           1689
-          ],
-          [
-           "2_2",
-           38,
-           1690
-          ],
-          [
-           "2_2",
-           39,
-           1691
-          ],
-          [
-           "2_2",
-           39,
-           1692
-          ],
-          [
-           "2_2",
-           39,
-           1693
-          ],
-          [
-           "2_2",
-           39,
-           1694
-          ],
-          [
-           "2_2",
-           39,
-           1695
-          ],
-          [
-           "2_2",
-           40,
-           1696
-          ],
-          [
-           "2_2",
-           40,
-           1697
-          ],
-          [
-           "2_2",
-           40,
-           1698
-          ],
-          [
-           "2_2",
-           41,
-           1701
-          ],
-          [
-           "2_2",
-           41,
-           1703
-          ],
-          [
-           "2_2",
-           41,
-           1705
-          ],
-          [
-           "2_2",
-           42,
-           1706
-          ],
-          [
-           "2_2",
-           42,
-           1707
-          ],
-          [
-           "2_2",
-           42,
-           1708
-          ],
-          [
-           "2_2",
-           42,
-           1710
-          ],
-          [
-           "2_2",
-           43,
-           1713
-          ],
-          [
-           "2_2",
-           43,
-           1714
-          ],
-          [
-           "2_2",
-           43,
-           1715
-          ],
-          [
-           "2_2",
-           44,
-           1716
-          ],
-          [
-           "2_2",
-           44,
-           1717
-          ],
-          [
-           "2_2",
-           44,
-           1718
-          ],
-          [
-           "2_2",
-           44,
-           1719
-          ],
-          [
-           "2_2",
-           44,
-           1720
-          ],
-          [
-           "2_2",
-           45,
-           1721
-          ],
-          [
-           "2_2",
-           45,
-           1722
-          ],
-          [
-           "2_2",
-           45,
-           1723
-          ],
-          [
-           "2_2",
-           45,
-           1724
-          ],
-          [
-           "2_2",
-           45,
-           1725
-          ],
-          [
-           "2_2",
-           46,
-           1727
-          ],
-          [
-           "2_2",
-           46,
-           1728
-          ],
-          [
-           "2_2",
-           46,
-           1729
-          ],
-          [
-           "2_2",
-           46,
-           1730
-          ],
-          [
-           "2_2",
-           47,
-           1731
-          ],
-          [
-           "2_2",
-           47,
-           1732
-          ],
-          [
-           "2_2",
-           47,
-           1733
-          ],
-          [
-           "2_2",
-           47,
-           1734
-          ],
-          [
-           "2_2",
-           47,
-           1735
-          ],
-          [
-           "2_2",
-           48,
-           1736
-          ],
-          [
-           "2_2",
-           48,
-           1737
-          ],
-          [
-           "2_2",
-           48,
-           1738
-          ],
-          [
-           "2_2",
-           48,
-           1739
-          ],
-          [
-           "2_2",
-           48,
-           1740
-          ],
-          [
-           "2_2",
-           49,
-           1741
-          ],
-          [
-           "2_2",
-           49,
-           1743
-          ],
-          [
-           "2_2",
-           49,
-           1744
-          ],
-          [
-           "2_2",
-           50,
-           1746
-          ],
-          [
-           "2_2",
-           50,
-           1747
-          ],
-          [
-           "2_2",
-           50,
-           1748
-          ],
-          [
-           "2_2",
-           50,
-           1750
-          ],
-          [
-           "2_2",
-           51,
-           1751
-          ],
-          [
-           "2_2",
-           51,
-           1752
-          ],
-          [
-           "2_2",
-           52,
-           1756
-          ],
-          [
-           "2_2",
-           52,
-           1757
-          ],
-          [
-           "2_2",
-           52,
-           1758
-          ],
-          [
-           "2_2",
-           52,
-           1759
-          ],
-          [
-           "2_2",
-           53,
-           1761
-          ],
-          [
-           "2_2",
-           53,
-           1763
-          ],
-          [
-           "2_2",
-           53,
-           1764
-          ],
-          [
-           "2_2",
-           53,
-           1765
-          ],
-          [
-           "2_2",
-           54,
-           1766
-          ],
-          [
-           "2_2",
-           54,
-           1767
-          ],
-          [
-           "2_2",
-           54,
-           1768
-          ],
-          [
-           "2_2",
-           54,
-           1770
-          ],
-          [
-           "2_2",
-           55,
-           1772
-          ],
-          [
-           "2_2",
-           55,
-           1774
-          ],
-          [
-           "2_2",
-           55,
-           1775
-          ],
-          [
-           "2_2",
-           56,
-           1776
-          ],
-          [
-           "2_2",
-           56,
-           1777
-          ],
-          [
-           "2_2",
-           56,
-           1778
-          ],
-          [
-           "2_2",
-           56,
-           1780
-          ],
-          [
-           "2_2",
-           57,
-           1781
-          ],
-          [
-           "2_2",
-           57,
-           1783
-          ],
-          [
-           "2_2",
-           57,
-           1784
-          ],
-          [
-           "2_2",
-           57,
-           1785
-          ],
-          [
-           "2_2",
-           58,
-           1787
-          ],
-          [
-           "2_2",
-           58,
-           1788
-          ],
-          [
-           "2_2",
-           58,
-           1789
-          ],
-          [
-           "2_2",
-           58,
-           1790
-          ],
-          [
-           "2_2",
-           59,
-           1791
-          ],
-          [
-           "2_2",
-           59,
-           1792
-          ],
-          [
-           "2_2",
-           59,
-           1793
-          ],
-          [
-           "2_2",
-           59,
-           1794
-          ],
-          [
-           "2_2",
-           59,
-           1795
-          ],
-          [
-           "2_2",
-           60,
-           1796
-          ],
-          [
-           "2_2",
-           60,
-           1797
-          ],
-          [
-           "2_2",
-           60,
-           1798
-          ],
-          [
-           "2_2",
-           60,
-           1799
-          ],
-          [
-           "2_2",
-           60,
-           1800
-          ],
-          [
-           "2_2",
-           61,
-           1802
-          ],
-          [
-           "2_2",
-           61,
-           1803
-          ],
-          [
-           "2_2",
-           61,
-           1804
-          ],
-          [
-           "2_2",
-           61,
-           1805
-          ],
-          [
-           "2_2",
-           62,
-           1807
-          ],
-          [
-           "2_2",
-           62,
-           1808
-          ],
-          [
-           "2_2",
-           62,
-           1809
-          ],
-          [
-           "2_2",
-           62,
-           1810
-          ],
-          [
-           "2_2",
-           63,
-           1811
-          ],
-          [
-           "2_2",
-           63,
-           1812
-          ],
-          [
-           "2_2",
-           63,
-           1814
-          ],
-          [
-           "2_2",
-           63,
-           1815
-          ],
-          [
-           "2_2",
-           64,
-           1816
-          ],
-          [
-           "2_2",
-           64,
-           1818
-          ],
-          [
-           "2_2",
-           64,
-           1819
-          ],
-          [
-           "2_2",
-           65,
-           1821
-          ],
-          [
-           "2_2",
-           65,
-           1822
-          ],
-          [
-           "2_2",
-           65,
-           1823
-          ],
-          [
-           "2_2",
-           65,
-           1825
-          ],
-          [
-           "2_2",
-           66,
-           1826
-          ],
-          [
-           "2_2",
-           66,
-           1827
-          ],
-          [
-           "2_2",
-           66,
-           1828
-          ],
-          [
-           "2_2",
-           66,
-           1829
-          ],
-          [
-           "2_2",
-           66,
-           1830
-          ],
-          [
-           "2_2",
-           67,
-           1831
-          ],
-          [
-           "2_2",
-           67,
-           1832
-          ],
-          [
-           "2_2",
-           67,
-           1833
-          ],
-          [
-           "2_2",
-           67,
-           1835
-          ],
-          [
-           "2_2",
-           68,
-           1837
-          ],
-          [
-           "2_2",
-           68,
-           1838
-          ],
-          [
-           "2_2",
-           68,
-           1839
-          ],
-          [
-           "2_2",
-           69,
-           1842
-          ],
-          [
-           "2_2",
-           69,
-           1843
-          ],
-          [
-           "2_2",
-           69,
-           1844
-          ],
-          [
-           "2_2",
-           70,
-           1846
-          ],
-          [
-           "2_2",
-           70,
-           1847
-          ],
-          [
-           "2_2",
-           70,
-           1848
-          ],
-          [
-           "2_2",
-           70,
-           1850
-          ],
-          [
-           "2_2",
-           71,
-           1851
-          ],
-          [
-           "2_2",
-           71,
-           1854
-          ],
-          [
-           "2_2",
-           71,
-           1855
-          ],
-          [
-           "2_2",
-           72,
-           1856
-          ],
-          [
-           "2_2",
-           72,
-           1859
-          ],
-          [
-           "2_2",
-           73,
-           1864
-          ],
-          [
-           "2_2",
-           73,
-           1865
-          ],
-          [
-           "2_2",
-           74,
-           1867
-          ],
-          [
-           "2_2",
-           75,
-           1871
-          ],
-          [
-           "2_2",
-           75,
-           1872
-          ],
-          [
-           "2_2",
-           75,
-           1873
-          ],
-          [
-           "2_2",
-           75,
-           1874
-          ],
-          [
-           "2_2",
-           75,
-           1875
-          ],
-          [
-           "2_2",
-           76,
-           1876
-          ],
-          [
-           "2_2",
-           76,
-           1877
-          ],
-          [
-           "2_2",
-           76,
-           1878
-          ],
-          [
-           "2_2",
-           76,
-           1879
-          ],
-          [
-           "2_2",
-           76,
-           1880
-          ],
-          [
-           "2_2",
-           77,
-           1881
-          ],
-          [
-           "2_2",
-           77,
-           1884
-          ],
-          [
-           "2_2",
-           77,
-           1885
-          ],
-          [
-           "2_2",
-           78,
-           1889
-          ],
-          [
-           "2_2",
-           79,
-           1891
-          ],
-          [
-           "2_2",
-           79,
-           1892
-          ],
-          [
-           "2_2",
-           79,
-           1893
-          ],
-          [
-           "2_2",
-           79,
-           1894
-          ],
-          [
-           "2_2",
-           79,
-           1895
-          ],
-          [
-           "2_2",
-           80,
-           1896
-          ],
-          [
-           "2_2",
-           80,
-           1897
-          ],
-          [
-           "2_2",
-           80,
-           1898
-          ],
-          [
-           "2_2",
-           80,
-           1899
-          ],
-          [
-           "2_2",
-           80,
-           1900
-          ],
-          [
-           "2_2",
-           81,
-           1902
-          ],
-          [
-           "2_2",
-           81,
-           1903
-          ],
-          [
-           "2_2",
-           81,
-           1904
-          ],
-          [
-           "2_2",
-           81,
-           1905
-          ],
-          [
-           "2_2",
-           82,
-           1907
-          ],
-          [
-           "2_2",
-           82,
-           1909
-          ],
-          [
-           "2_2",
-           82,
-           1910
-          ],
-          [
-           "2_2",
-           83,
-           1911
-          ],
-          [
-           "2_2",
-           83,
-           1912
-          ],
-          [
-           "2_2",
-           83,
-           1913
-          ],
-          [
-           "2_2",
-           83,
-           1914
-          ],
-          [
-           "2_2",
-           84,
-           1916
-          ],
-          [
-           "2_2",
-           84,
-           1918
-          ],
-          [
-           "2_2",
-           84,
-           1919
-          ],
-          [
-           "2_2",
-           84,
-           1920
-          ],
-          [
-           "2_2",
-           85,
-           1921
-          ],
-          [
-           "2_2",
-           85,
-           1922
-          ],
-          [
-           "2_2",
-           85,
-           1923
-          ],
-          [
-           "2_2",
-           85,
-           1924
-          ],
-          [
-           "2_2",
-           85,
-           1925
-          ],
-          [
-           "2_2",
-           86,
-           1926
-          ],
-          [
-           "2_2",
-           86,
-           1928
-          ],
-          [
-           "2_2",
-           86,
-           1929
-          ],
-          [
-           "2_2",
-           86,
-           1930
-          ],
-          [
-           "2_2",
-           87,
-           1931
-          ],
-          [
-           "2_2",
-           87,
-           1932
-          ],
-          [
-           "2_2",
-           87,
-           1933
-          ],
-          [
-           "2_2",
-           87,
-           1935
-          ],
-          [
-           "2_2",
-           88,
-           1936
-          ],
-          [
-           "2_2",
-           88,
-           1937
-          ],
-          [
-           "2_2",
-           88,
-           1938
-          ],
-          [
-           "2_2",
-           88,
-           1939
-          ],
-          [
-           "2_2",
-           88,
-           1940
-          ],
-          [
-           "2_2",
-           89,
-           1942
-          ],
-          [
-           "2_2",
-           89,
-           1943
-          ],
-          [
-           "2_2",
-           89,
-           1944
-          ],
-          [
-           "2_2",
-           90,
-           1946
-          ],
-          [
-           "2_2",
-           90,
-           1947
-          ],
-          [
-           "2_2",
-           90,
-           1948
-          ],
-          [
-           "2_2",
-           90,
-           1949
-          ],
-          [
-           "2_2",
-           90,
-           1950
-          ],
-          [
-           "2_2",
-           91,
-           1951
-          ],
-          [
-           "2_2",
-           91,
-           1952
-          ],
-          [
-           "2_2",
-           91,
-           1954
-          ],
-          [
-           "2_2",
-           91,
-           1955
-          ],
-          [
-           "2_2",
-           92,
-           1956
-          ],
-          [
-           "2_2",
-           92,
-           1957
-          ],
-          [
-           "2_2",
-           92,
-           1959
-          ],
-          [
-           "2_2",
-           93,
-           1961
-          ],
-          [
-           "2_2",
-           93,
-           1962
-          ],
-          [
-           "2_2",
-           93,
-           1963
-          ],
-          [
-           "2_2",
-           93,
-           1964
-          ],
-          [
-           "2_2",
-           93,
-           1965
-          ],
-          [
-           "2_2",
-           94,
-           1966
-          ],
-          [
-           "2_2",
-           94,
-           1967
-          ],
-          [
-           "2_2",
-           94,
-           1968
-          ],
-          [
-           "2_2",
-           94,
-           1970
-          ],
-          [
-           "2_2",
-           95,
-           1971
-          ],
-          [
-           "2_2",
-           95,
-           1972
-          ],
-          [
-           "2_2",
-           95,
-           1975
-          ],
-          [
-           "2_2",
-           96,
-           1976
-          ],
-          [
-           "2_2",
-           96,
-           1977
-          ],
-          [
-           "2_2",
-           96,
-           1978
-          ],
-          [
-           "2_2",
-           96,
-           1979
-          ],
-          [
-           "2_2",
-           96,
-           1980
-          ],
-          [
-           "2_2",
-           97,
-           1981
-          ],
-          [
-           "2_2",
-           97,
-           1982
-          ],
-          [
-           "2_2",
-           97,
-           1984
-          ],
-          [
-           "2_2",
-           97,
-           1985
-          ],
-          [
-           "2_2",
-           98,
-           1986
-          ],
-          [
-           "2_2",
-           98,
-           1987
-          ],
-          [
-           "2_2",
-           98,
-           1988
-          ],
-          [
-           "2_2",
-           98,
-           1989
-          ],
-          [
-           "2_2",
-           99,
-           1991
-          ],
-          [
-           "2_2",
-           99,
-           1992
-          ],
-          [
-           "2_2",
-           99,
-           1993
-          ],
-          [
-           "2_2",
-           99,
-           1994
-          ],
-          [
-           "2_2",
-           99,
-           1995
-          ],
-          [
-           "2_2",
-           100,
-           1996
-          ],
-          [
-           "2_2",
-           100,
-           1998
-          ],
-          [
-           "2_2",
-           100,
-           1999
-          ],
-          [
-           "3_1",
-           1,
-           2002
-          ],
-          [
-           "3_1",
-           1,
-           2003
-          ],
-          [
-           "3_1",
-           1,
-           2004
-          ],
-          [
-           "3_1",
-           1,
-           2005
-          ],
-          [
-           "3_1",
-           2,
-           2007
-          ],
-          [
-           "3_1",
-           2,
-           2008
-          ],
-          [
-           "3_1",
-           2,
-           2009
-          ],
-          [
-           "3_1",
-           2,
-           2010
-          ],
-          [
-           "3_1",
-           3,
-           2011
-          ],
-          [
-           "3_1",
-           3,
-           2012
-          ],
-          [
-           "3_1",
-           3,
-           2013
-          ],
-          [
-           "3_1",
-           3,
-           2014
-          ],
-          [
-           "3_1",
-           3,
-           2015
-          ],
-          [
-           "3_1",
-           4,
-           2017
-          ],
-          [
-           "3_1",
-           4,
-           2018
-          ],
-          [
-           "3_1",
-           4,
-           2019
-          ],
-          [
-           "3_1",
-           4,
-           2020
-          ],
-          [
-           "3_1",
-           5,
-           2021
-          ],
-          [
-           "3_1",
-           5,
-           2022
-          ],
-          [
-           "3_1",
-           5,
-           2023
-          ],
-          [
-           "3_1",
-           5,
-           2024
-          ],
-          [
-           "3_1",
-           6,
-           2026
-          ],
-          [
-           "3_1",
-           6,
-           2027
-          ],
-          [
-           "3_1",
-           6,
-           2028
-          ],
-          [
-           "3_1",
-           6,
-           2029
-          ],
-          [
-           "3_1",
-           6,
-           2030
-          ],
-          [
-           "3_1",
-           7,
-           2032
-          ],
-          [
-           "3_1",
-           7,
-           2033
-          ],
-          [
-           "3_1",
-           7,
-           2035
-          ],
-          [
-           "3_1",
-           8,
-           2037
-          ],
-          [
-           "3_1",
-           8,
-           2038
-          ],
-          [
-           "3_1",
-           8,
-           2039
-          ],
-          [
-           "3_1",
-           9,
-           2041
-          ],
-          [
-           "3_1",
-           9,
-           2042
-          ],
-          [
-           "3_1",
-           9,
-           2043
-          ],
-          [
-           "3_1",
-           9,
-           2044
-          ],
-          [
-           "3_1",
-           9,
-           2045
-          ],
-          [
-           "3_1",
-           10,
-           2046
-          ],
-          [
-           "3_1",
-           10,
-           2047
-          ],
-          [
-           "3_1",
-           10,
-           2048
-          ],
-          [
-           "3_1",
-           10,
-           2049
-          ],
-          [
-           "3_1",
-           11,
-           2051
-          ],
-          [
-           "3_1",
-           11,
-           2053
-          ],
-          [
-           "3_1",
-           11,
-           2055
-          ],
-          [
-           "3_1",
-           12,
-           2057
-          ],
-          [
-           "3_1",
-           12,
-           2058
-          ],
-          [
-           "3_1",
-           12,
-           2059
-          ],
-          [
-           "3_1",
-           12,
-           2060
-          ],
-          [
-           "3_1",
-           13,
-           2061
-          ],
-          [
-           "3_1",
-           13,
-           2063
-          ],
-          [
-           "3_1",
-           14,
-           2066
-          ],
-          [
-           "3_1",
-           14,
-           2067
-          ],
-          [
-           "3_1",
-           14,
-           2068
-          ],
-          [
-           "3_1",
-           14,
-           2069
-          ],
-          [
-           "3_1",
-           15,
-           2071
-          ],
-          [
-           "3_1",
-           15,
-           2072
-          ],
-          [
-           "3_1",
-           15,
-           2074
-          ],
-          [
-           "3_1",
-           15,
-           2075
-          ],
-          [
-           "3_1",
-           16,
-           2076
-          ],
-          [
-           "3_1",
-           16,
-           2077
-          ],
-          [
-           "3_1",
-           16,
-           2078
-          ],
-          [
-           "3_1",
-           16,
-           2080
-          ],
-          [
-           "3_1",
-           17,
-           2081
-          ],
-          [
-           "3_1",
-           17,
-           2083
-          ],
-          [
-           "3_1",
-           18,
-           2087
-          ],
-          [
-           "3_1",
-           18,
-           2089
-          ],
-          [
-           "3_1",
-           19,
-           2092
-          ],
-          [
-           "3_1",
-           19,
-           2093
-          ],
-          [
-           "3_1",
-           20,
-           2097
-          ],
-          [
-           "3_1",
-           20,
-           2099
-          ],
-          [
-           "3_1",
-           20,
-           2100
-          ],
-          [
-           "3_1",
-           21,
-           2101
-          ],
-          [
-           "3_1",
-           21,
-           2102
-          ],
-          [
-           "3_1",
-           21,
-           2103
-          ],
-          [
-           "3_1",
-           21,
-           2104
-          ],
-          [
-           "3_1",
-           21,
-           2105
-          ],
-          [
-           "3_1",
-           22,
-           2106
-          ],
-          [
-           "3_1",
-           22,
-           2107
-          ],
-          [
-           "3_1",
-           22,
-           2109
-          ],
-          [
-           "3_1",
-           22,
-           2110
-          ],
-          [
-           "3_1",
-           23,
-           2111
-          ],
-          [
-           "3_1",
-           23,
-           2113
-          ],
-          [
-           "3_1",
-           23,
-           2114
-          ],
-          [
-           "3_1",
-           23,
-           2115
-          ],
-          [
-           "3_1",
-           24,
-           2116
-          ],
-          [
-           "3_1",
-           24,
-           2117
-          ],
-          [
-           "3_1",
-           24,
-           2120
-          ],
-          [
-           "3_1",
-           25,
-           2122
-          ],
-          [
-           "3_1",
-           25,
-           2123
-          ],
-          [
-           "3_1",
-           25,
-           2124
-          ],
-          [
-           "3_1",
-           25,
-           2125
-          ],
-          [
-           "3_1",
-           26,
-           2126
-          ],
-          [
-           "3_1",
-           26,
-           2127
-          ],
-          [
-           "3_1",
-           26,
-           2128
-          ],
-          [
-           "3_1",
-           26,
-           2129
-          ],
-          [
-           "3_1",
-           26,
-           2130
-          ],
-          [
-           "3_1",
-           27,
-           2131
-          ],
-          [
-           "3_1",
-           27,
-           2132
-          ],
-          [
-           "3_1",
-           27,
-           2133
-          ],
-          [
-           "3_1",
-           27,
-           2134
-          ],
-          [
-           "3_1",
-           27,
-           2135
-          ],
-          [
-           "3_1",
-           28,
-           2137
-          ],
-          [
-           "3_1",
-           28,
-           2138
-          ],
-          [
-           "3_1",
-           28,
-           2139
-          ],
-          [
-           "3_1",
-           28,
-           2140
-          ],
-          [
-           "3_1",
-           29,
-           2144
-          ],
-          [
-           "3_1",
-           29,
-           2145
-          ],
-          [
-           "3_1",
-           30,
-           2146
-          ],
-          [
-           "3_1",
-           30,
-           2147
-          ],
-          [
-           "3_1",
-           30,
-           2149
-          ],
-          [
-           "3_1",
-           31,
-           2151
-          ],
-          [
-           "3_1",
-           31,
-           2152
-          ],
-          [
-           "3_1",
-           31,
-           2153
-          ],
-          [
-           "3_1",
-           31,
-           2154
-          ],
-          [
-           "3_1",
-           31,
-           2155
-          ],
-          [
-           "3_1",
-           32,
-           2156
-          ],
-          [
-           "3_1",
-           32,
-           2157
-          ],
-          [
-           "3_1",
-           32,
-           2158
-          ],
-          [
-           "3_1",
-           32,
-           2159
-          ],
-          [
-           "3_1",
-           32,
-           2160
-          ],
-          [
-           "3_1",
-           33,
-           2161
-          ],
-          [
-           "3_1",
-           33,
-           2162
-          ],
-          [
-           "3_1",
-           33,
-           2163
-          ],
-          [
-           "3_1",
-           33,
-           2164
-          ],
-          [
-           "3_1",
-           33,
-           2165
-          ],
-          [
-           "3_1",
-           34,
-           2166
-          ],
-          [
-           "3_1",
-           34,
-           2167
-          ],
-          [
-           "3_1",
-           34,
-           2168
-          ],
-          [
-           "3_1",
-           34,
-           2169
-          ],
-          [
-           "3_1",
-           34,
-           2170
-          ],
-          [
-           "3_1",
-           35,
-           2171
-          ],
-          [
-           "3_1",
-           35,
-           2172
-          ],
-          [
-           "3_1",
-           35,
-           2173
-          ],
-          [
-           "3_1",
-           35,
-           2174
-          ],
-          [
-           "3_1",
-           35,
-           2175
-          ],
-          [
-           "3_1",
-           36,
-           2176
-          ],
-          [
-           "3_1",
-           36,
-           2177
-          ],
-          [
-           "3_1",
-           36,
-           2179
-          ],
-          [
-           "3_1",
-           36,
-           2180
-          ],
-          [
-           "3_1",
-           37,
-           2182
-          ],
-          [
-           "3_1",
-           37,
-           2183
-          ],
-          [
-           "3_1",
-           37,
-           2184
-          ],
-          [
-           "3_1",
-           37,
-           2185
-          ],
-          [
-           "3_1",
-           38,
-           2186
-          ],
-          [
-           "3_1",
-           38,
-           2187
-          ],
-          [
-           "3_1",
-           38,
-           2188
-          ],
-          [
-           "3_1",
-           38,
-           2189
-          ],
-          [
-           "3_1",
-           39,
-           2192
-          ],
-          [
-           "3_1",
-           39,
-           2193
-          ],
-          [
-           "3_1",
-           39,
-           2194
-          ],
-          [
-           "3_1",
-           39,
-           2195
-          ],
-          [
-           "3_1",
-           40,
-           2196
-          ],
-          [
-           "3_1",
-           40,
-           2197
-          ],
-          [
-           "3_1",
-           40,
-           2198
-          ],
-          [
-           "3_1",
-           40,
-           2199
-          ],
-          [
-           "3_1",
-           40,
-           2200
-          ],
-          [
-           "3_1",
-           41,
-           2202
-          ],
-          [
-           "3_1",
-           41,
-           2203
-          ],
-          [
-           "3_1",
-           41,
-           2205
-          ],
-          [
-           "3_1",
-           42,
-           2206
-          ],
-          [
-           "3_1",
-           42,
-           2207
-          ],
-          [
-           "3_1",
-           42,
-           2208
-          ],
-          [
-           "3_1",
-           42,
-           2209
-          ],
-          [
-           "3_1",
-           42,
-           2210
-          ],
-          [
-           "3_1",
-           43,
-           2214
-          ],
-          [
-           "3_1",
-           43,
-           2215
-          ],
-          [
-           "3_1",
-           44,
-           2216
-          ],
-          [
-           "3_1",
-           44,
-           2218
-          ],
-          [
-           "3_1",
-           44,
-           2219
-          ],
-          [
-           "3_1",
-           44,
-           2220
-          ],
-          [
-           "3_1",
-           45,
-           2221
-          ],
-          [
-           "3_1",
-           45,
-           2222
-          ],
-          [
-           "3_1",
-           45,
-           2225
-          ],
-          [
-           "3_1",
-           46,
-           2226
-          ],
-          [
-           "3_1",
-           46,
-           2227
-          ],
-          [
-           "3_1",
-           46,
-           2228
-          ],
-          [
-           "3_1",
-           46,
-           2229
-          ],
-          [
-           "3_1",
-           46,
-           2230
-          ],
-          [
-           "3_1",
-           47,
-           2231
-          ],
-          [
-           "3_1",
-           47,
-           2232
-          ],
-          [
-           "3_1",
-           47,
-           2234
-          ],
-          [
-           "3_1",
-           48,
-           2236
-          ],
-          [
-           "3_1",
-           48,
-           2237
-          ],
-          [
-           "3_1",
-           48,
-           2238
-          ],
-          [
-           "3_1",
-           48,
-           2239
-          ],
-          [
-           "3_1",
-           48,
-           2240
-          ],
-          [
-           "3_1",
-           49,
-           2241
-          ],
-          [
-           "3_1",
-           49,
-           2242
-          ],
-          [
-           "3_1",
-           49,
-           2243
-          ],
-          [
-           "3_1",
-           49,
-           2244
-          ],
-          [
-           "3_1",
-           50,
-           2246
-          ],
-          [
-           "3_1",
-           50,
-           2247
-          ],
-          [
-           "3_1",
-           50,
-           2250
-          ],
-          [
-           "3_1",
-           51,
-           2251
-          ],
-          [
-           "3_1",
-           51,
-           2252
-          ],
-          [
-           "3_1",
-           51,
-           2253
-          ],
-          [
-           "3_1",
-           51,
-           2254
-          ],
-          [
-           "3_1",
-           52,
-           2257
-          ],
-          [
-           "3_1",
-           52,
-           2258
-          ],
-          [
-           "3_1",
-           52,
-           2259
-          ],
-          [
-           "3_1",
-           52,
-           2260
-          ],
-          [
-           "3_1",
-           53,
-           2261
-          ],
-          [
-           "3_1",
-           53,
-           2262
-          ],
-          [
-           "3_1",
-           53,
-           2263
-          ],
-          [
-           "3_1",
-           53,
-           2264
-          ],
-          [
-           "3_1",
-           53,
-           2265
-          ],
-          [
-           "3_1",
-           54,
-           2267
-          ],
-          [
-           "3_1",
-           55,
-           2271
-          ],
-          [
-           "3_1",
-           55,
-           2272
-          ],
-          [
-           "3_1",
-           55,
-           2273
-          ],
-          [
-           "3_1",
-           55,
-           2274
-          ],
-          [
-           "3_1",
-           55,
-           2275
-          ],
-          [
-           "3_1",
-           56,
-           2276
-          ],
-          [
-           "3_1",
-           56,
-           2277
-          ],
-          [
-           "3_1",
-           56,
-           2278
-          ],
-          [
-           "3_1",
-           56,
-           2279
-          ],
-          [
-           "3_1",
-           57,
-           2281
-          ],
-          [
-           "3_1",
-           57,
-           2282
-          ],
-          [
-           "3_1",
-           57,
-           2283
-          ],
-          [
-           "3_1",
-           57,
-           2285
-          ],
-          [
-           "3_1",
-           58,
-           2287
-          ],
-          [
-           "3_1",
-           58,
-           2288
-          ],
-          [
-           "3_1",
-           58,
-           2290
-          ],
-          [
-           "3_1",
-           59,
-           2291
-          ],
-          [
-           "3_1",
-           59,
-           2292
-          ],
-          [
-           "3_1",
-           59,
-           2294
-          ],
-          [
-           "3_1",
-           59,
-           2295
-          ],
-          [
-           "3_1",
-           60,
-           2296
-          ],
-          [
-           "3_1",
-           60,
-           2298
-          ],
-          [
-           "3_1",
-           60,
-           2300
-          ],
-          [
-           "3_1",
-           61,
-           2301
-          ],
-          [
-           "3_1",
-           61,
-           2303
-          ],
-          [
-           "3_1",
-           61,
-           2304
-          ],
-          [
-           "3_1",
-           61,
-           2305
-          ],
-          [
-           "3_1",
-           62,
-           2306
-          ],
-          [
-           "3_1",
-           62,
-           2308
-          ],
-          [
-           "3_1",
-           62,
-           2309
-          ],
-          [
-           "3_1",
-           63,
-           2311
-          ],
-          [
-           "3_1",
-           63,
-           2312
-          ],
-          [
-           "3_1",
-           63,
-           2313
-          ],
-          [
-           "3_1",
-           63,
-           2314
-          ],
-          [
-           "3_1",
-           63,
-           2315
-          ],
-          [
-           "3_1",
-           64,
-           2316
-          ],
-          [
-           "3_1",
-           64,
-           2317
-          ],
-          [
-           "3_1",
-           64,
-           2318
-          ],
-          [
-           "3_1",
-           64,
-           2319
-          ],
-          [
-           "3_1",
-           65,
-           2321
-          ],
-          [
-           "3_1",
-           65,
-           2322
-          ],
-          [
-           "3_1",
-           65,
-           2323
-          ],
-          [
-           "3_1",
-           65,
-           2324
-          ],
-          [
-           "3_1",
-           65,
-           2325
-          ],
-          [
-           "3_1",
-           66,
-           2328
-          ],
-          [
-           "3_1",
-           66,
-           2329
-          ],
-          [
-           "3_1",
-           67,
-           2334
-          ],
-          [
-           "3_1",
-           67,
-           2335
-          ],
-          [
-           "3_1",
-           68,
-           2337
-          ],
-          [
-           "3_1",
-           68,
-           2338
-          ],
-          [
-           "3_1",
-           68,
-           2339
-          ],
-          [
-           "3_1",
-           68,
-           2340
-          ],
-          [
-           "3_1",
-           69,
-           2342
-          ],
-          [
-           "3_1",
-           69,
-           2343
-          ],
-          [
-           "3_1",
-           69,
-           2344
-          ],
-          [
-           "3_1",
-           69,
-           2345
-          ],
-          [
-           "3_1",
-           70,
-           2346
-          ],
-          [
-           "3_1",
-           70,
-           2347
-          ],
-          [
-           "3_1",
-           70,
-           2348
-          ],
-          [
-           "3_1",
-           70,
-           2349
-          ],
-          [
-           "3_1",
-           70,
-           2350
-          ],
-          [
-           "3_1",
-           71,
-           2351
-          ],
-          [
-           "3_1",
-           71,
-           2352
-          ],
-          [
-           "3_1",
-           71,
-           2353
-          ],
-          [
-           "3_1",
-           71,
-           2355
-          ],
-          [
-           "3_1",
-           72,
-           2357
-          ],
-          [
-           "3_1",
-           72,
-           2358
-          ],
-          [
-           "3_1",
-           72,
-           2359
-          ],
-          [
-           "3_1",
-           73,
-           2362
-          ],
-          [
-           "3_1",
-           73,
-           2363
-          ],
-          [
-           "3_1",
-           73,
-           2364
-          ],
-          [
-           "3_1",
-           73,
-           2365
-          ],
-          [
-           "3_1",
-           74,
-           2366
-          ],
-          [
-           "3_1",
-           74,
-           2367
-          ],
-          [
-           "3_1",
-           74,
-           2368
-          ],
-          [
-           "3_1",
-           74,
-           2370
-          ],
-          [
-           "3_1",
-           75,
-           2371
-          ],
-          [
-           "3_1",
-           75,
-           2372
-          ],
-          [
-           "3_1",
-           75,
-           2373
-          ],
-          [
-           "3_1",
-           75,
-           2374
-          ],
-          [
-           "3_1",
-           76,
-           2376
-          ],
-          [
-           "3_1",
-           76,
-           2377
-          ],
-          [
-           "3_1",
-           76,
-           2378
-          ],
-          [
-           "3_1",
-           76,
-           2379
-          ],
-          [
-           "3_1",
-           76,
-           2380
-          ],
-          [
-           "3_1",
-           77,
-           2381
-          ],
-          [
-           "3_1",
-           77,
-           2384
-          ],
-          [
-           "3_1",
-           77,
-           2385
-          ],
-          [
-           "3_1",
-           78,
-           2386
-          ],
-          [
-           "3_1",
-           78,
-           2388
-          ],
-          [
-           "3_1",
-           78,
-           2389
-          ],
-          [
-           "3_1",
-           78,
-           2390
-          ],
-          [
-           "3_1",
-           79,
-           2391
-          ],
-          [
-           "3_1",
-           79,
-           2392
-          ],
-          [
-           "3_1",
-           79,
-           2394
-          ],
-          [
-           "3_1",
-           79,
-           2395
-          ],
-          [
-           "3_1",
-           80,
-           2396
-          ],
-          [
-           "3_1",
-           80,
-           2397
-          ],
-          [
-           "3_1",
-           80,
-           2398
-          ],
-          [
-           "3_1",
-           80,
-           2399
-          ],
-          [
-           "3_1",
-           80,
-           2400
-          ],
-          [
-           "3_1",
-           81,
-           2401
-          ],
-          [
-           "3_1",
-           81,
-           2403
-          ],
-          [
-           "3_1",
-           81,
-           2404
-          ],
-          [
-           "3_1",
-           81,
-           2405
-          ],
-          [
-           "3_1",
-           82,
-           2406
-          ],
-          [
-           "3_1",
-           82,
-           2407
-          ],
-          [
-           "3_1",
-           82,
-           2408
-          ],
-          [
-           "3_1",
-           82,
-           2409
-          ],
-          [
-           "3_1",
-           82,
-           2410
-          ],
-          [
-           "3_1",
-           83,
-           2411
-          ],
-          [
-           "3_1",
-           83,
-           2412
-          ],
-          [
-           "3_1",
-           83,
-           2414
-          ],
-          [
-           "3_1",
-           83,
-           2415
-          ],
-          [
-           "3_1",
-           84,
-           2416
-          ],
-          [
-           "3_1",
-           84,
-           2420
-          ],
-          [
-           "3_1",
-           85,
-           2422
-          ],
-          [
-           "3_1",
-           85,
-           2423
-          ],
-          [
-           "3_1",
-           85,
-           2424
-          ],
-          [
-           "3_1",
-           86,
-           2426
-          ],
-          [
-           "3_1",
-           86,
-           2427
-          ],
-          [
-           "3_1",
-           86,
-           2428
-          ],
-          [
-           "3_1",
-           86,
-           2429
-          ],
-          [
-           "3_1",
-           87,
-           2431
-          ],
-          [
-           "3_1",
-           87,
-           2432
-          ],
-          [
-           "3_1",
-           87,
-           2433
-          ],
-          [
-           "3_1",
-           88,
-           2437
-          ],
-          [
-           "3_1",
-           88,
-           2438
-          ],
-          [
-           "3_1",
-           88,
-           2439
-          ],
-          [
-           "3_1",
-           88,
-           2440
-          ],
-          [
-           "3_1",
-           89,
-           2441
-          ],
-          [
-           "3_1",
-           89,
-           2443
-          ],
-          [
-           "3_1",
-           89,
-           2444
-          ],
-          [
-           "3_1",
-           90,
-           2448
-          ],
-          [
-           "3_1",
-           91,
-           2452
-          ],
-          [
-           "3_1",
-           91,
-           2453
-          ],
-          [
-           "3_1",
-           92,
-           2456
-          ],
-          [
-           "3_1",
-           92,
-           2460
-          ],
-          [
-           "3_1",
-           93,
-           2463
-          ],
-          [
-           "3_1",
-           93,
-           2464
-          ],
-          [
-           "3_1",
-           93,
-           2465
-          ],
-          [
-           "3_1",
-           94,
-           2466
-          ],
-          [
-           "3_1",
-           94,
-           2467
-          ],
-          [
-           "3_1",
-           94,
-           2468
-          ],
-          [
-           "3_1",
-           94,
-           2469
-          ],
-          [
-           "3_1",
-           94,
-           2470
-          ],
-          [
-           "3_1",
-           95,
-           2471
-          ],
-          [
-           "3_1",
-           95,
-           2472
-          ],
-          [
-           "3_1",
-           95,
-           2473
-          ],
-          [
-           "3_1",
-           95,
-           2474
-          ],
-          [
-           "3_1",
-           95,
-           2475
-          ],
-          [
-           "3_1",
-           96,
-           2476
-          ],
-          [
-           "3_1",
-           96,
-           2477
-          ],
-          [
-           "3_1",
-           96,
-           2478
-          ],
-          [
-           "3_1",
-           96,
-           2479
-          ],
-          [
-           "3_1",
-           97,
-           2481
-          ],
-          [
-           "3_1",
-           97,
-           2482
-          ],
-          [
-           "3_1",
-           97,
-           2484
-          ],
-          [
-           "3_1",
-           97,
-           2485
-          ],
-          [
-           "3_1",
-           98,
-           2487
-          ],
-          [
-           "3_1",
-           99,
-           2491
-          ],
-          [
-           "3_1",
-           99,
-           2492
-          ],
-          [
-           "3_1",
-           99,
-           2493
-          ],
-          [
-           "3_1",
-           99,
-           2494
-          ],
-          [
-           "3_1",
-           99,
-           2495
-          ],
-          [
-           "3_1",
-           100,
-           2497
-          ],
-          [
-           "3_1",
-           100,
-           2498
-          ],
-          [
-           "3_1",
-           100,
-           2499
-          ],
-          [
-           "3_1",
-           100,
-           2500
-          ],
-          [
-           "3_2",
-           1,
-           2501
-          ],
-          [
-           "3_2",
-           1,
-           2502
-          ],
-          [
-           "3_2",
-           1,
-           2503
-          ],
-          [
-           "3_2",
-           1,
-           2505
-          ],
-          [
-           "3_2",
-           2,
-           2506
-          ],
-          [
-           "3_2",
-           2,
-           2507
-          ],
-          [
-           "3_2",
-           2,
-           2509
-          ],
-          [
-           "3_2",
-           3,
-           2512
-          ],
-          [
-           "3_2",
-           3,
-           2513
-          ],
-          [
-           "3_2",
-           3,
-           2514
-          ],
-          [
-           "3_2",
-           3,
-           2515
-          ],
-          [
-           "3_2",
-           4,
-           2516
-          ],
-          [
-           "3_2",
-           4,
-           2517
-          ],
-          [
-           "3_2",
-           4,
-           2519
-          ],
-          [
-           "3_2",
-           4,
-           2520
-          ],
-          [
-           "3_2",
-           5,
-           2521
-          ],
-          [
-           "3_2",
-           5,
-           2522
-          ],
-          [
-           "3_2",
-           5,
-           2523
-          ],
-          [
-           "3_2",
-           5,
-           2524
-          ],
-          [
-           "3_2",
-           6,
-           2526
-          ],
-          [
-           "3_2",
-           6,
-           2530
-          ],
-          [
-           "3_2",
-           7,
-           2532
-          ],
-          [
-           "3_2",
-           7,
-           2533
-          ],
-          [
-           "3_2",
-           7,
-           2534
-          ],
-          [
-           "3_2",
-           7,
-           2535
-          ],
-          [
-           "3_2",
-           8,
-           2537
-          ],
-          [
-           "3_2",
-           8,
-           2538
-          ],
-          [
-           "3_2",
-           8,
-           2539
-          ],
-          [
-           "3_2",
-           8,
-           2540
-          ],
-          [
-           "3_2",
-           9,
-           2541
-          ],
-          [
-           "3_2",
-           9,
-           2542
-          ],
-          [
-           "3_2",
-           9,
-           2544
-          ],
-          [
-           "3_2",
-           9,
-           2545
-          ],
-          [
-           "3_2",
-           10,
-           2546
-          ],
-          [
-           "3_2",
-           10,
-           2547
-          ],
-          [
-           "3_2",
-           10,
-           2548
-          ],
-          [
-           "3_2",
-           10,
-           2549
-          ],
-          [
-           "3_2",
-           10,
-           2550
-          ],
-          [
-           "3_2",
-           11,
-           2551
-          ],
-          [
-           "3_2",
-           11,
-           2552
-          ],
-          [
-           "3_2",
-           11,
-           2553
-          ],
-          [
-           "3_2",
-           11,
-           2555
-          ],
-          [
-           "3_2",
-           12,
-           2556
-          ],
-          [
-           "3_2",
-           12,
-           2557
-          ],
-          [
-           "3_2",
-           12,
-           2558
-          ],
-          [
-           "3_2",
-           12,
-           2559
-          ],
-          [
-           "3_2",
-           12,
-           2560
-          ],
-          [
-           "3_2",
-           13,
-           2561
-          ],
-          [
-           "3_2",
-           13,
-           2562
-          ],
-          [
-           "3_2",
-           13,
-           2563
-          ],
-          [
-           "3_2",
-           13,
-           2564
-          ],
-          [
-           "3_2",
-           14,
-           2566
-          ],
-          [
-           "3_2",
-           14,
-           2567
-          ],
-          [
-           "3_2",
-           14,
-           2568
-          ],
-          [
-           "3_2",
-           14,
-           2569
-          ],
-          [
-           "3_2",
-           14,
-           2570
-          ],
-          [
-           "3_2",
-           15,
-           2571
-          ],
-          [
-           "3_2",
-           15,
-           2572
-          ],
-          [
-           "3_2",
-           15,
-           2573
-          ],
-          [
-           "3_2",
-           15,
-           2575
-          ],
-          [
-           "3_2",
-           16,
-           2577
-          ],
-          [
-           "3_2",
-           16,
-           2578
-          ],
-          [
-           "3_2",
-           16,
-           2579
-          ],
-          [
-           "3_2",
-           16,
-           2580
-          ],
-          [
-           "3_2",
-           17,
-           2581
-          ],
-          [
-           "3_2",
-           17,
-           2582
-          ],
-          [
-           "3_2",
-           17,
-           2583
-          ],
-          [
-           "3_2",
-           17,
-           2584
-          ],
-          [
-           "3_2",
-           17,
-           2585
-          ],
-          [
-           "3_2",
-           18,
-           2586
-          ],
-          [
-           "3_2",
-           18,
-           2587
-          ],
-          [
-           "3_2",
-           18,
-           2589
-          ],
-          [
-           "3_2",
-           18,
-           2590
-          ],
-          [
-           "3_2",
-           19,
-           2592
-          ],
-          [
-           "3_2",
-           19,
-           2593
-          ],
-          [
-           "3_2",
-           19,
-           2594
-          ],
-          [
-           "3_2",
-           19,
-           2595
-          ],
-          [
-           "3_2",
-           20,
-           2596
-          ],
-          [
-           "3_2",
-           20,
-           2597
-          ],
-          [
-           "3_2",
-           20,
-           2598
-          ],
-          [
-           "3_2",
-           20,
-           2600
-          ],
-          [
-           "3_2",
-           21,
-           2601
-          ],
-          [
-           "3_2",
-           21,
-           2603
-          ],
-          [
-           "3_2",
-           21,
-           2604
-          ],
-          [
-           "3_2",
-           21,
-           2605
-          ],
-          [
-           "3_2",
-           22,
-           2606
-          ],
-          [
-           "3_2",
-           22,
-           2607
-          ],
-          [
-           "3_2",
-           22,
-           2608
-          ],
-          [
-           "3_2",
-           22,
-           2609
-          ],
-          [
-           "3_2",
-           22,
-           2610
-          ],
-          [
-           "3_2",
-           23,
-           2611
-          ],
-          [
-           "3_2",
-           23,
-           2612
-          ],
-          [
-           "3_2",
-           23,
-           2613
-          ],
-          [
-           "3_2",
-           23,
-           2614
-          ],
-          [
-           "3_2",
-           23,
-           2615
-          ],
-          [
-           "3_2",
-           24,
-           2616
-          ],
-          [
-           "3_2",
-           24,
-           2617
-          ],
-          [
-           "3_2",
-           24,
-           2618
-          ],
-          [
-           "3_2",
-           24,
-           2619
-          ],
-          [
-           "3_2",
-           24,
-           2620
-          ],
-          [
-           "3_2",
-           25,
-           2621
-          ],
-          [
-           "3_2",
-           25,
-           2622
-          ],
-          [
-           "3_2",
-           25,
-           2623
-          ],
-          [
-           "3_2",
-           25,
-           2624
-          ],
-          [
-           "3_2",
-           25,
-           2625
-          ],
-          [
-           "3_2",
-           26,
-           2628
-          ],
-          [
-           "3_2",
-           26,
-           2629
-          ],
-          [
-           "3_2",
-           26,
-           2630
-          ],
-          [
-           "3_2",
-           27,
-           2631
-          ],
-          [
-           "3_2",
-           27,
-           2632
-          ],
-          [
-           "3_2",
-           27,
-           2634
-          ],
-          [
-           "3_2",
-           27,
-           2635
-          ],
-          [
-           "3_2",
-           28,
-           2638
-          ],
-          [
-           "3_2",
-           28,
-           2639
-          ],
-          [
-           "3_2",
-           28,
-           2640
-          ],
-          [
-           "3_2",
-           29,
-           2641
-          ],
-          [
-           "3_2",
-           29,
-           2643
-          ],
-          [
-           "3_2",
-           29,
-           2644
-          ],
-          [
-           "3_2",
-           29,
-           2645
-          ],
-          [
-           "3_2",
-           30,
-           2646
-          ],
-          [
-           "3_2",
-           30,
-           2647
-          ],
-          [
-           "3_2",
-           30,
-           2648
-          ],
-          [
-           "3_2",
-           30,
-           2649
-          ],
-          [
-           "3_2",
-           30,
-           2650
-          ],
-          [
-           "3_2",
-           31,
-           2651
-          ],
-          [
-           "3_2",
-           31,
-           2652
-          ],
-          [
-           "3_2",
-           31,
-           2653
-          ],
-          [
-           "3_2",
-           31,
-           2654
-          ],
-          [
-           "3_2",
-           31,
-           2655
-          ],
-          [
-           "3_2",
-           32,
-           2658
-          ],
-          [
-           "3_2",
-           33,
-           2661
-          ],
-          [
-           "3_2",
-           33,
-           2662
-          ],
-          [
-           "3_2",
-           33,
-           2664
-          ],
-          [
-           "3_2",
-           33,
-           2665
-          ],
-          [
-           "3_2",
-           34,
-           2667
-          ],
-          [
-           "3_2",
-           34,
-           2668
-          ],
-          [
-           "3_2",
-           34,
-           2670
-          ],
-          [
-           "3_2",
-           35,
-           2671
-          ],
-          [
-           "3_2",
-           35,
-           2672
-          ],
-          [
-           "3_2",
-           35,
-           2673
-          ],
-          [
-           "3_2",
-           35,
-           2675
-          ],
-          [
-           "3_2",
-           36,
-           2676
-          ],
-          [
-           "3_2",
-           36,
-           2677
-          ],
-          [
-           "3_2",
-           36,
-           2678
-          ],
-          [
-           "3_2",
-           36,
-           2679
-          ],
-          [
-           "3_2",
-           36,
-           2680
-          ],
-          [
-           "3_2",
-           37,
-           2681
-          ],
-          [
-           "3_2",
-           37,
-           2682
-          ],
-          [
-           "3_2",
-           37,
-           2685
-          ],
-          [
-           "3_2",
-           38,
-           2686
-          ],
-          [
-           "3_2",
-           38,
-           2687
-          ],
-          [
-           "3_2",
-           38,
-           2688
-          ],
-          [
-           "3_2",
-           38,
-           2689
-          ],
-          [
-           "3_2",
-           38,
-           2690
-          ],
-          [
-           "3_2",
-           39,
-           2691
-          ],
-          [
-           "3_2",
-           39,
-           2692
-          ],
-          [
-           "3_2",
-           39,
-           2693
-          ],
-          [
-           "3_2",
-           39,
-           2695
-          ],
-          [
-           "3_2",
-           40,
-           2696
-          ],
-          [
-           "3_2",
-           40,
-           2697
-          ],
-          [
-           "3_2",
-           40,
-           2699
-          ],
-          [
-           "3_2",
-           40,
-           2700
-          ],
-          [
-           "3_2",
-           41,
-           2702
-          ],
-          [
-           "3_2",
-           41,
-           2703
-          ],
-          [
-           "3_2",
-           41,
-           2704
-          ],
-          [
-           "3_2",
-           42,
-           2706
-          ],
-          [
-           "3_2",
-           42,
-           2707
-          ],
-          [
-           "3_2",
-           42,
-           2708
-          ],
-          [
-           "3_2",
-           42,
-           2709
-          ],
-          [
-           "3_2",
-           42,
-           2710
-          ],
-          [
-           "3_2",
-           43,
-           2713
-          ],
-          [
-           "3_2",
-           43,
-           2715
-          ],
-          [
-           "3_2",
-           44,
-           2718
-          ],
-          [
-           "3_2",
-           44,
-           2719
-          ],
-          [
-           "3_2",
-           45,
-           2723
-          ],
-          [
-           "3_2",
-           45,
-           2724
-          ],
-          [
-           "3_2",
-           45,
-           2725
-          ],
-          [
-           "3_2",
-           46,
-           2726
-          ],
-          [
-           "3_2",
-           46,
-           2727
-          ],
-          [
-           "3_2",
-           46,
-           2728
-          ],
-          [
-           "3_2",
-           46,
-           2729
-          ],
-          [
-           "3_2",
-           46,
-           2730
-          ],
-          [
-           "3_2",
-           47,
-           2732
-          ],
-          [
-           "3_2",
-           47,
-           2734
-          ],
-          [
-           "3_2",
-           47,
-           2735
-          ],
-          [
-           "3_2",
-           48,
-           2736
-          ],
-          [
-           "3_2",
-           48,
-           2740
-          ],
-          [
-           "3_2",
-           49,
-           2741
-          ],
-          [
-           "3_2",
-           49,
-           2742
-          ],
-          [
-           "3_2",
-           49,
-           2743
-          ],
-          [
-           "3_2",
-           49,
-           2744
-          ],
-          [
-           "3_2",
-           49,
-           2745
-          ],
-          [
-           "3_2",
-           50,
-           2747
-          ],
-          [
-           "3_2",
-           50,
-           2749
-          ],
-          [
-           "3_2",
-           50,
-           2750
-          ],
-          [
-           "3_2",
-           51,
-           2751
-          ],
-          [
-           "3_2",
-           51,
-           2752
-          ],
-          [
-           "3_2",
-           51,
-           2754
-          ],
-          [
-           "3_2",
-           51,
-           2755
-          ],
-          [
-           "3_2",
-           52,
-           2756
-          ],
-          [
-           "3_2",
-           52,
-           2757
-          ],
-          [
-           "3_2",
-           52,
-           2758
-          ],
-          [
-           "3_2",
-           52,
-           2759
-          ],
-          [
-           "3_2",
-           52,
-           2760
-          ],
-          [
-           "3_2",
-           53,
-           2761
-          ],
-          [
-           "3_2",
-           53,
-           2762
-          ],
-          [
-           "3_2",
-           53,
-           2764
-          ],
-          [
-           "3_2",
-           53,
-           2765
-          ],
-          [
-           "3_2",
-           54,
-           2766
-          ],
-          [
-           "3_2",
-           54,
-           2767
-          ],
-          [
-           "3_2",
-           54,
-           2768
-          ],
-          [
-           "3_2",
-           55,
-           2771
-          ],
-          [
-           "3_2",
-           55,
-           2772
-          ],
-          [
-           "3_2",
-           55,
-           2774
-          ],
-          [
-           "3_2",
-           55,
-           2775
-          ],
-          [
-           "3_2",
-           56,
-           2776
-          ],
-          [
-           "3_2",
-           56,
-           2778
-          ],
-          [
-           "3_2",
-           56,
-           2779
-          ],
-          [
-           "3_2",
-           57,
-           2781
-          ],
-          [
-           "3_2",
-           57,
-           2782
-          ],
-          [
-           "3_2",
-           57,
-           2783
-          ],
-          [
-           "3_2",
-           57,
-           2784
-          ],
-          [
-           "3_2",
-           58,
-           2787
-          ],
-          [
-           "3_2",
-           58,
-           2789
-          ],
-          [
-           "3_2",
-           58,
-           2790
-          ],
-          [
-           "3_2",
-           59,
-           2793
-          ],
-          [
-           "3_2",
-           59,
-           2795
-          ],
-          [
-           "3_2",
-           60,
-           2796
-          ],
-          [
-           "3_2",
-           60,
-           2797
-          ],
-          [
-           "3_2",
-           60,
-           2798
-          ],
-          [
-           "3_2",
-           60,
-           2799
-          ],
-          [
-           "3_2",
-           61,
-           2802
-          ],
-          [
-           "3_2",
-           61,
-           2804
-          ],
-          [
-           "3_2",
-           62,
-           2806
-          ],
-          [
-           "3_2",
-           62,
-           2808
-          ],
-          [
-           "3_2",
-           62,
-           2809
-          ],
-          [
-           "3_2",
-           63,
-           2812
-          ],
-          [
-           "3_2",
-           63,
-           2813
-          ],
-          [
-           "3_2",
-           63,
-           2814
-          ],
-          [
-           "3_2",
-           63,
-           2815
-          ],
-          [
-           "3_2",
-           64,
-           2816
-          ],
-          [
-           "3_2",
-           64,
-           2817
-          ],
-          [
-           "3_2",
-           64,
-           2818
-          ],
-          [
-           "3_2",
-           64,
-           2819
-          ],
-          [
-           "3_2",
-           64,
-           2820
-          ],
-          [
-           "3_2",
-           65,
-           2821
-          ],
-          [
-           "3_2",
-           65,
-           2822
-          ],
-          [
-           "3_2",
-           65,
-           2823
-          ],
-          [
-           "3_2",
-           65,
-           2824
-          ],
-          [
-           "3_2",
-           66,
-           2826
-          ],
-          [
-           "3_2",
-           66,
-           2827
-          ],
-          [
-           "3_2",
-           66,
-           2828
-          ],
-          [
-           "3_2",
-           66,
-           2829
-          ],
-          [
-           "3_2",
-           67,
-           2831
-          ],
-          [
-           "3_2",
-           67,
-           2832
-          ],
-          [
-           "3_2",
-           67,
-           2834
-          ],
-          [
-           "3_2",
-           67,
-           2835
-          ],
-          [
-           "3_2",
-           68,
-           2837
-          ],
-          [
-           "3_2",
-           68,
-           2838
-          ],
-          [
-           "3_2",
-           68,
-           2839
-          ],
-          [
-           "3_2",
-           68,
-           2840
-          ],
-          [
-           "3_2",
-           69,
-           2841
-          ],
-          [
-           "3_2",
-           69,
-           2843
-          ],
-          [
-           "3_2",
-           69,
-           2845
-          ],
-          [
-           "3_2",
-           70,
-           2846
-          ],
-          [
-           "3_2",
-           70,
-           2848
-          ],
-          [
-           "3_2",
-           70,
-           2849
-          ],
-          [
-           "3_2",
-           70,
-           2850
-          ],
-          [
-           "3_2",
-           71,
-           2852
-          ],
-          [
-           "3_2",
-           71,
-           2853
-          ],
-          [
-           "3_2",
-           71,
-           2854
-          ],
-          [
-           "3_2",
-           71,
-           2855
-          ],
-          [
-           "3_2",
-           72,
-           2856
-          ],
-          [
-           "3_2",
-           72,
-           2857
-          ],
-          [
-           "3_2",
-           72,
-           2858
-          ],
-          [
-           "3_2",
-           72,
-           2859
-          ],
-          [
-           "3_2",
-           73,
-           2861
-          ],
-          [
-           "3_2",
-           73,
-           2863
-          ],
-          [
-           "3_2",
-           73,
-           2864
-          ],
-          [
-           "3_2",
-           73,
-           2865
-          ],
-          [
-           "3_2",
-           74,
-           2867
-          ],
-          [
-           "3_2",
-           74,
-           2869
-          ],
-          [
-           "3_2",
-           74,
-           2870
-          ],
-          [
-           "3_2",
-           75,
-           2871
-          ],
-          [
-           "3_2",
-           75,
-           2873
-          ],
-          [
-           "3_2",
-           75,
-           2874
-          ],
-          [
-           "3_2",
-           75,
-           2875
-          ],
-          [
-           "3_2",
-           76,
-           2876
-          ],
-          [
-           "3_2",
-           76,
-           2878
-          ],
-          [
-           "3_2",
-           76,
-           2879
-          ],
-          [
-           "3_2",
-           77,
-           2881
-          ],
-          [
-           "3_2",
-           77,
-           2883
-          ],
-          [
-           "3_2",
-           77,
-           2884
-          ],
-          [
-           "3_2",
-           77,
-           2885
-          ],
-          [
-           "3_2",
-           78,
-           2886
-          ],
-          [
-           "3_2",
-           78,
-           2887
-          ],
-          [
-           "3_2",
-           78,
-           2888
-          ],
-          [
-           "3_2",
-           78,
-           2890
-          ],
-          [
-           "3_2",
-           79,
-           2891
-          ],
-          [
-           "3_2",
-           79,
-           2892
-          ],
-          [
-           "3_2",
-           79,
-           2893
-          ],
-          [
-           "3_2",
-           79,
-           2894
-          ],
-          [
-           "3_2",
-           79,
-           2895
-          ],
-          [
-           "3_2",
-           80,
-           2896
-          ],
-          [
-           "3_2",
-           80,
-           2897
-          ],
-          [
-           "3_2",
-           80,
-           2898
-          ],
-          [
-           "3_2",
-           80,
-           2899
-          ],
-          [
-           "3_2",
-           80,
-           2900
-          ],
-          [
-           "3_2",
-           81,
-           2901
-          ],
-          [
-           "3_2",
-           81,
-           2902
-          ],
-          [
-           "3_2",
-           81,
-           2904
-          ],
-          [
-           "3_2",
-           82,
-           2906
-          ],
-          [
-           "3_2",
-           82,
-           2907
-          ],
-          [
-           "3_2",
-           82,
-           2909
-          ],
-          [
-           "3_2",
-           82,
-           2910
-          ],
-          [
-           "3_2",
-           83,
-           2911
-          ],
-          [
-           "3_2",
-           83,
-           2912
-          ],
-          [
-           "3_2",
-           83,
-           2913
-          ],
-          [
-           "3_2",
-           83,
-           2914
-          ],
-          [
-           "3_2",
-           83,
-           2915
-          ],
-          [
-           "3_2",
-           84,
-           2916
-          ],
-          [
-           "3_2",
-           84,
-           2919
-          ],
-          [
-           "3_2",
-           85,
-           2921
-          ],
-          [
-           "3_2",
-           85,
-           2922
-          ],
-          [
-           "3_2",
-           85,
-           2923
-          ],
-          [
-           "3_2",
-           85,
-           2924
-          ],
-          [
-           "3_2",
-           86,
-           2926
-          ],
-          [
-           "3_2",
-           86,
-           2928
-          ],
-          [
-           "3_2",
-           86,
-           2930
-          ],
-          [
-           "3_2",
-           87,
-           2932
-          ],
-          [
-           "3_2",
-           87,
-           2933
-          ],
-          [
-           "3_2",
-           87,
-           2934
-          ],
-          [
-           "3_2",
-           87,
-           2935
-          ],
-          [
-           "3_2",
-           88,
-           2936
-          ],
-          [
-           "3_2",
-           88,
-           2938
-          ],
-          [
-           "3_2",
-           88,
-           2939
-          ],
-          [
-           "3_2",
-           88,
-           2940
-          ],
-          [
-           "3_2",
-           89,
-           2941
-          ],
-          [
-           "3_2",
-           89,
-           2942
-          ],
-          [
-           "3_2",
-           89,
-           2943
-          ],
-          [
-           "3_2",
-           89,
-           2944
-          ],
-          [
-           "3_2",
-           89,
-           2945
-          ],
-          [
-           "3_2",
-           90,
-           2946
-          ],
-          [
-           "3_2",
-           90,
-           2947
-          ],
-          [
-           "3_2",
-           90,
-           2948
-          ],
-          [
-           "3_2",
-           90,
-           2949
-          ],
-          [
-           "3_2",
-           90,
-           2950
-          ],
-          [
-           "3_2",
-           91,
-           2951
-          ],
-          [
-           "3_2",
-           91,
-           2952
-          ],
-          [
-           "3_2",
-           91,
-           2953
-          ],
-          [
-           "3_2",
-           91,
-           2955
-          ],
-          [
-           "3_2",
-           92,
-           2956
-          ],
-          [
-           "3_2",
-           92,
-           2957
-          ],
-          [
-           "3_2",
-           92,
-           2959
-          ],
-          [
-           "3_2",
-           92,
-           2960
-          ],
-          [
-           "3_2",
-           93,
-           2961
-          ],
-          [
-           "3_2",
-           93,
-           2962
-          ],
-          [
-           "3_2",
-           93,
-           2963
-          ],
-          [
-           "3_2",
-           93,
-           2964
-          ],
-          [
-           "3_2",
-           93,
-           2965
-          ],
-          [
-           "3_2",
-           94,
-           2968
-          ],
-          [
-           "3_2",
-           94,
-           2969
-          ],
-          [
-           "3_2",
-           94,
-           2970
-          ],
-          [
-           "3_2",
-           95,
-           2973
-          ],
-          [
-           "3_2",
-           95,
-           2974
-          ],
-          [
-           "3_2",
-           95,
-           2975
-          ],
-          [
-           "3_2",
-           96,
-           2976
-          ],
-          [
-           "3_2",
-           96,
-           2977
-          ],
-          [
-           "3_2",
-           96,
-           2978
-          ],
-          [
-           "3_2",
-           96,
-           2979
-          ],
-          [
-           "3_2",
-           96,
-           2980
-          ],
-          [
-           "3_2",
-           97,
-           2982
-          ],
-          [
-           "3_2",
-           97,
-           2983
-          ],
-          [
-           "3_2",
-           98,
-           2986
-          ],
-          [
-           "3_2",
-           98,
-           2987
-          ],
-          [
-           "3_2",
-           98,
-           2988
-          ],
-          [
-           "3_2",
-           98,
-           2989
-          ],
-          [
-           "3_2",
-           98,
-           2990
-          ],
-          [
-           "3_2",
-           99,
-           2991
-          ],
-          [
-           "3_2",
-           99,
-           2992
-          ],
-          [
-           "3_2",
-           99,
-           2994
-          ],
-          [
-           "3_2",
-           99,
-           2995
-          ],
-          [
-           "3_2",
-           100,
-           2996
-          ],
-          [
-           "3_2",
-           100,
-           2997
-          ],
-          [
-           "3_2",
-           100,
-           2998
-          ],
-          [
-           "3_2",
-           100,
-           2999
-          ],
-          [
-           "3_2",
-           100,
-           3000
-          ],
-          [
-           "4_1",
-           1,
-           3001
-          ],
-          [
-           "4_1",
-           1,
-           3002
-          ],
-          [
-           "4_1",
-           1,
-           3003
-          ],
-          [
-           "4_1",
-           1,
-           3004
-          ],
-          [
-           "4_1",
-           1,
-           3005
-          ],
-          [
-           "4_1",
-           2,
-           3007
-          ],
-          [
-           "4_1",
-           2,
-           3009
-          ],
-          [
-           "4_1",
-           3,
-           3011
-          ],
-          [
-           "4_1",
-           3,
-           3012
-          ],
-          [
-           "4_1",
-           3,
-           3013
-          ],
-          [
-           "4_1",
-           3,
-           3014
-          ],
-          [
-           "4_1",
-           3,
-           3015
-          ],
-          [
-           "4_1",
-           4,
-           3016
-          ],
-          [
-           "4_1",
-           4,
-           3017
-          ],
-          [
-           "4_1",
-           4,
-           3019
-          ],
-          [
-           "4_1",
-           4,
-           3020
-          ],
-          [
-           "4_1",
-           5,
-           3021
-          ],
-          [
-           "4_1",
-           5,
-           3022
-          ],
-          [
-           "4_1",
-           5,
-           3023
-          ],
-          [
-           "4_1",
-           5,
-           3024
-          ],
-          [
-           "4_1",
-           5,
-           3025
-          ],
-          [
-           "4_1",
-           6,
-           3026
-          ],
-          [
-           "4_1",
-           6,
-           3027
-          ],
-          [
-           "4_1",
-           6,
-           3028
-          ],
-          [
-           "4_1",
-           6,
-           3029
-          ],
-          [
-           "4_1",
-           6,
-           3030
-          ],
-          [
-           "4_1",
-           7,
-           3031
-          ],
-          [
-           "4_1",
-           7,
-           3034
-          ],
-          [
-           "4_1",
-           7,
-           3035
-          ],
-          [
-           "4_1",
-           8,
-           3036
-          ],
-          [
-           "4_1",
-           8,
-           3037
-          ],
-          [
-           "4_1",
-           8,
-           3038
-          ],
-          [
-           "4_1",
-           8,
-           3039
-          ],
-          [
-           "4_1",
-           8,
-           3040
-          ],
-          [
-           "4_1",
-           9,
-           3041
-          ],
-          [
-           "4_1",
-           9,
-           3042
-          ],
-          [
-           "4_1",
-           9,
-           3043
-          ],
-          [
-           "4_1",
-           9,
-           3044
-          ],
-          [
-           "4_1",
-           10,
-           3046
-          ],
-          [
-           "4_1",
-           10,
-           3047
-          ],
-          [
-           "4_1",
-           10,
-           3048
-          ],
-          [
-           "4_1",
-           10,
-           3049
-          ],
-          [
-           "4_1",
-           10,
-           3050
-          ],
-          [
-           "4_1",
-           11,
-           3052
-          ],
-          [
-           "4_1",
-           11,
-           3053
-          ],
-          [
-           "4_1",
-           11,
-           3054
-          ],
-          [
-           "4_1",
-           11,
-           3055
-          ],
-          [
-           "4_1",
-           12,
-           3056
-          ],
-          [
-           "4_1",
-           12,
-           3057
-          ],
-          [
-           "4_1",
-           12,
-           3058
-          ],
-          [
-           "4_1",
-           12,
-           3059
-          ],
-          [
-           "4_1",
-           13,
-           3061
-          ],
-          [
-           "4_1",
-           14,
-           3066
-          ],
-          [
-           "4_1",
-           14,
-           3067
-          ],
-          [
-           "4_1",
-           14,
-           3068
-          ],
-          [
-           "4_1",
-           15,
-           3071
-          ],
-          [
-           "4_1",
-           15,
-           3073
-          ],
-          [
-           "4_1",
-           15,
-           3075
-          ],
-          [
-           "4_1",
-           16,
-           3076
-          ],
-          [
-           "4_1",
-           16,
-           3077
-          ],
-          [
-           "4_1",
-           16,
-           3078
-          ],
-          [
-           "4_1",
-           16,
-           3079
-          ],
-          [
-           "4_1",
-           16,
-           3080
-          ],
-          [
-           "4_1",
-           17,
-           3081
-          ],
-          [
-           "4_1",
-           17,
-           3082
-          ],
-          [
-           "4_1",
-           17,
-           3083
-          ],
-          [
-           "4_1",
-           17,
-           3084
-          ],
-          [
-           "4_1",
-           17,
-           3085
-          ],
-          [
-           "4_1",
-           18,
-           3088
-          ],
-          [
-           "4_1",
-           18,
-           3090
-          ],
-          [
-           "4_1",
-           19,
-           3091
-          ],
-          [
-           "4_1",
-           19,
-           3092
-          ],
-          [
-           "4_1",
-           19,
-           3093
-          ],
-          [
-           "4_1",
-           19,
-           3094
-          ],
-          [
-           "4_1",
-           19,
-           3095
-          ],
-          [
-           "4_1",
-           20,
-           3096
-          ],
-          [
-           "4_1",
-           20,
-           3098
-          ],
-          [
-           "4_1",
-           20,
-           3099
-          ],
-          [
-           "4_1",
-           20,
-           3100
-          ],
-          [
-           "4_1",
-           21,
-           3101
-          ],
-          [
-           "4_1",
-           21,
-           3103
-          ],
-          [
-           "4_1",
-           21,
-           3105
-          ],
-          [
-           "4_1",
-           22,
-           3107
-          ],
-          [
-           "4_1",
-           22,
-           3108
-          ],
-          [
-           "4_1",
-           22,
-           3109
-          ],
-          [
-           "4_1",
-           22,
-           3110
-          ],
-          [
-           "4_1",
-           23,
-           3111
-          ],
-          [
-           "4_1",
-           23,
-           3113
-          ],
-          [
-           "4_1",
-           24,
-           3118
-          ],
-          [
-           "4_1",
-           24,
-           3119
-          ],
-          [
-           "4_1",
-           24,
-           3120
-          ],
-          [
-           "4_1",
-           25,
-           3123
-          ],
-          [
-           "4_1",
-           25,
-           3124
-          ],
-          [
-           "4_1",
-           25,
-           3125
-          ],
-          [
-           "4_1",
-           26,
-           3126
-          ],
-          [
-           "4_1",
-           26,
-           3127
-          ],
-          [
-           "4_1",
-           26,
-           3128
-          ],
-          [
-           "4_1",
-           26,
-           3129
-          ],
-          [
-           "4_1",
-           26,
-           3130
-          ],
-          [
-           "4_1",
-           27,
-           3131
-          ],
-          [
-           "4_1",
-           27,
-           3132
-          ],
-          [
-           "4_1",
-           27,
-           3133
-          ],
-          [
-           "4_1",
-           27,
-           3134
-          ],
-          [
-           "4_1",
-           27,
-           3135
-          ],
-          [
-           "4_1",
-           28,
-           3136
-          ],
-          [
-           "4_1",
-           28,
-           3137
-          ],
-          [
-           "4_1",
-           28,
-           3138
-          ],
-          [
-           "4_1",
-           28,
-           3140
-          ],
-          [
-           "4_1",
-           29,
-           3142
-          ],
-          [
-           "4_1",
-           29,
-           3143
-          ],
-          [
-           "4_1",
-           29,
-           3144
-          ],
-          [
-           "4_1",
-           30,
-           3146
-          ],
-          [
-           "4_1",
-           30,
-           3147
-          ],
-          [
-           "4_1",
-           30,
-           3148
-          ],
-          [
-           "4_1",
-           30,
-           3149
-          ],
-          [
-           "4_1",
-           30,
-           3150
-          ],
-          [
-           "4_1",
-           31,
-           3151
-          ],
-          [
-           "4_1",
-           31,
-           3152
-          ],
-          [
-           "4_1",
-           31,
-           3153
-          ],
-          [
-           "4_1",
-           32,
-           3157
-          ],
-          [
-           "4_1",
-           33,
-           3161
-          ],
-          [
-           "4_1",
-           33,
-           3162
-          ],
-          [
-           "4_1",
-           33,
-           3164
-          ],
-          [
-           "4_1",
-           33,
-           3165
-          ],
-          [
-           "4_1",
-           34,
-           3166
-          ],
-          [
-           "4_1",
-           34,
-           3168
-          ],
-          [
-           "4_1",
-           34,
-           3169
-          ],
-          [
-           "4_1",
-           35,
-           3171
-          ],
-          [
-           "4_1",
-           35,
-           3172
-          ],
-          [
-           "4_1",
-           35,
-           3173
-          ],
-          [
-           "4_1",
-           35,
-           3174
-          ],
-          [
-           "4_1",
-           35,
-           3175
-          ],
-          [
-           "4_1",
-           36,
-           3176
-          ],
-          [
-           "4_1",
-           36,
-           3177
-          ],
-          [
-           "4_1",
-           36,
-           3178
-          ],
-          [
-           "4_1",
-           36,
-           3179
-          ],
-          [
-           "4_1",
-           36,
-           3180
-          ],
-          [
-           "4_1",
-           37,
-           3182
-          ],
-          [
-           "4_1",
-           37,
-           3184
-          ],
-          [
-           "4_1",
-           38,
-           3186
-          ],
-          [
-           "4_1",
-           38,
-           3187
-          ],
-          [
-           "4_1",
-           38,
-           3188
-          ],
-          [
-           "4_1",
-           38,
-           3190
-          ],
-          [
-           "4_1",
-           39,
-           3192
-          ],
-          [
-           "4_1",
-           39,
-           3193
-          ],
-          [
-           "4_1",
-           39,
-           3194
-          ],
-          [
-           "4_1",
-           39,
-           3195
-          ],
-          [
-           "4_1",
-           40,
-           3199
-          ],
-          [
-           "4_1",
-           41,
-           3201
-          ],
-          [
-           "4_1",
-           41,
-           3202
-          ],
-          [
-           "4_1",
-           41,
-           3203
-          ],
-          [
-           "4_1",
-           41,
-           3204
-          ],
-          [
-           "4_1",
-           42,
-           3206
-          ],
-          [
-           "4_1",
-           42,
-           3207
-          ],
-          [
-           "4_1",
-           42,
-           3208
-          ],
-          [
-           "4_1",
-           42,
-           3209
-          ],
-          [
-           "4_1",
-           42,
-           3210
-          ],
-          [
-           "4_1",
-           43,
-           3211
-          ],
-          [
-           "4_1",
-           43,
-           3213
-          ],
-          [
-           "4_1",
-           43,
-           3214
-          ],
-          [
-           "4_1",
-           44,
-           3217
-          ],
-          [
-           "4_1",
-           44,
-           3218
-          ],
-          [
-           "4_1",
-           44,
-           3219
-          ],
-          [
-           "4_1",
-           44,
-           3220
-          ],
-          [
-           "4_1",
-           45,
-           3221
-          ],
-          [
-           "4_1",
-           45,
-           3222
-          ],
-          [
-           "4_1",
-           45,
-           3223
-          ],
-          [
-           "4_1",
-           45,
-           3224
-          ],
-          [
-           "4_1",
-           45,
-           3225
-          ],
-          [
-           "4_1",
-           46,
-           3226
-          ],
-          [
-           "4_1",
-           46,
-           3227
-          ],
-          [
-           "4_1",
-           46,
-           3228
-          ],
-          [
-           "4_1",
-           46,
-           3229
-          ],
-          [
-           "4_1",
-           47,
-           3231
-          ],
-          [
-           "4_1",
-           47,
-           3232
-          ],
-          [
-           "4_1",
-           47,
-           3233
-          ],
-          [
-           "4_1",
-           47,
-           3234
-          ],
-          [
-           "4_1",
-           47,
-           3235
-          ],
-          [
-           "4_1",
-           48,
-           3237
-          ],
-          [
-           "4_1",
-           48,
-           3238
-          ],
-          [
-           "4_1",
-           48,
-           3239
-          ],
-          [
-           "4_1",
-           49,
-           3241
-          ],
-          [
-           "4_1",
-           49,
-           3242
-          ],
-          [
-           "4_1",
-           49,
-           3244
-          ],
-          [
-           "4_1",
-           50,
-           3246
-          ],
-          [
-           "4_1",
-           50,
-           3247
-          ],
-          [
-           "4_1",
-           50,
-           3248
-          ],
-          [
-           "4_1",
-           50,
-           3250
-          ],
-          [
-           "4_1",
-           51,
-           3253
-          ],
-          [
-           "4_1",
-           51,
-           3254
-          ],
-          [
-           "4_1",
-           51,
-           3255
-          ],
-          [
-           "4_1",
-           52,
-           3256
-          ],
-          [
-           "4_1",
-           52,
-           3257
-          ],
-          [
-           "4_1",
-           52,
-           3258
-          ],
-          [
-           "4_1",
-           52,
-           3259
-          ],
-          [
-           "4_1",
-           52,
-           3260
-          ],
-          [
-           "4_1",
-           53,
-           3261
-          ],
-          [
-           "4_1",
-           53,
-           3262
-          ],
-          [
-           "4_1",
-           53,
-           3263
-          ],
-          [
-           "4_1",
-           53,
-           3264
-          ],
-          [
-           "4_1",
-           54,
-           3267
-          ],
-          [
-           "4_1",
-           54,
-           3269
-          ],
-          [
-           "4_1",
-           54,
-           3270
-          ],
-          [
-           "4_1",
-           55,
-           3271
-          ],
-          [
-           "4_1",
-           55,
-           3272
-          ],
-          [
-           "4_1",
-           55,
-           3273
-          ],
-          [
-           "4_1",
-           55,
-           3274
-          ],
-          [
-           "4_1",
-           55,
-           3275
-          ],
-          [
-           "4_1",
-           56,
-           3276
-          ],
-          [
-           "4_1",
-           56,
-           3277
-          ],
-          [
-           "4_1",
-           56,
-           3278
-          ],
-          [
-           "4_1",
-           56,
-           3279
-          ],
-          [
-           "4_1",
-           56,
-           3280
-          ],
-          [
-           "4_1",
-           57,
-           3281
-          ],
-          [
-           "4_1",
-           57,
-           3282
-          ],
-          [
-           "4_1",
-           57,
-           3283
-          ],
-          [
-           "4_1",
-           57,
-           3284
-          ],
-          [
-           "4_1",
-           58,
-           3286
-          ],
-          [
-           "4_1",
-           58,
-           3287
-          ],
-          [
-           "4_1",
-           58,
-           3288
-          ],
-          [
-           "4_1",
-           58,
-           3289
-          ],
-          [
-           "4_1",
-           59,
-           3291
-          ],
-          [
-           "4_1",
-           59,
-           3292
-          ],
-          [
-           "4_1",
-           59,
-           3294
-          ],
-          [
-           "4_1",
-           60,
-           3297
-          ],
-          [
-           "4_1",
-           60,
-           3298
-          ],
-          [
-           "4_1",
-           60,
-           3299
-          ],
-          [
-           "4_1",
-           60,
-           3300
-          ],
-          [
-           "4_1",
-           61,
-           3301
-          ],
-          [
-           "4_1",
-           61,
-           3303
-          ],
-          [
-           "4_1",
-           61,
-           3304
-          ],
-          [
-           "4_1",
-           61,
-           3305
-          ],
-          [
-           "4_1",
-           62,
-           3306
-          ],
-          [
-           "4_1",
-           62,
-           3308
-          ],
-          [
-           "4_1",
-           62,
-           3310
-          ],
-          [
-           "4_1",
-           63,
-           3311
-          ],
-          [
-           "4_1",
-           63,
-           3313
-          ],
-          [
-           "4_1",
-           63,
-           3314
-          ],
-          [
-           "4_1",
-           63,
-           3315
-          ],
-          [
-           "4_1",
-           64,
-           3316
-          ],
-          [
-           "4_1",
-           64,
-           3318
-          ],
-          [
-           "4_1",
-           64,
-           3319
-          ],
-          [
-           "4_1",
-           64,
-           3320
-          ],
-          [
-           "4_1",
-           65,
-           3322
-          ],
-          [
-           "4_1",
-           65,
-           3325
-          ],
-          [
-           "4_1",
-           66,
-           3326
-          ],
-          [
-           "4_1",
-           66,
-           3327
-          ],
-          [
-           "4_1",
-           66,
-           3328
-          ],
-          [
-           "4_1",
-           66,
-           3329
-          ],
-          [
-           "4_1",
-           67,
-           3331
-          ],
-          [
-           "4_1",
-           67,
-           3332
-          ],
-          [
-           "4_1",
-           67,
-           3333
-          ],
-          [
-           "4_1",
-           67,
-           3334
-          ],
-          [
-           "4_1",
-           67,
-           3335
-          ],
-          [
-           "4_1",
-           68,
-           3336
-          ],
-          [
-           "4_1",
-           68,
-           3337
-          ],
-          [
-           "4_1",
-           68,
-           3338
-          ],
-          [
-           "4_1",
-           68,
-           3339
-          ],
-          [
-           "4_1",
-           68,
-           3340
-          ],
-          [
-           "4_1",
-           69,
-           3341
-          ],
-          [
-           "4_1",
-           69,
-           3342
-          ],
-          [
-           "4_1",
-           69,
-           3345
-          ],
-          [
-           "4_1",
-           70,
-           3346
-          ],
-          [
-           "4_1",
-           70,
-           3348
-          ],
-          [
-           "4_1",
-           70,
-           3350
-          ],
-          [
-           "4_1",
-           71,
-           3351
-          ],
-          [
-           "4_1",
-           71,
-           3352
-          ],
-          [
-           "4_1",
-           71,
-           3353
-          ],
-          [
-           "4_1",
-           71,
-           3354
-          ],
-          [
-           "4_1",
-           71,
-           3355
-          ],
-          [
-           "4_1",
-           72,
-           3357
-          ],
-          [
-           "4_1",
-           72,
-           3359
-          ],
-          [
-           "4_1",
-           72,
-           3360
-          ],
-          [
-           "4_1",
-           73,
-           3361
-          ],
-          [
-           "4_1",
-           73,
-           3363
-          ],
-          [
-           "4_1",
-           73,
-           3365
-          ],
-          [
-           "4_1",
-           74,
-           3366
-          ],
-          [
-           "4_1",
-           74,
-           3367
-          ],
-          [
-           "4_1",
-           74,
-           3368
-          ],
-          [
-           "4_1",
-           74,
-           3369
-          ],
-          [
-           "4_1",
-           74,
-           3370
-          ],
-          [
-           "4_1",
-           75,
-           3371
-          ],
-          [
-           "4_1",
-           75,
-           3374
-          ],
-          [
-           "4_1",
-           75,
-           3375
-          ],
-          [
-           "4_1",
-           76,
-           3376
-          ],
-          [
-           "4_1",
-           76,
-           3377
-          ],
-          [
-           "4_1",
-           76,
-           3379
-          ],
-          [
-           "4_1",
-           76,
-           3380
-          ],
-          [
-           "4_1",
-           77,
-           3381
-          ],
-          [
-           "4_1",
-           77,
-           3384
-          ],
-          [
-           "4_1",
-           77,
-           3385
-          ],
-          [
-           "4_1",
-           78,
-           3386
-          ],
-          [
-           "4_1",
-           78,
-           3387
-          ],
-          [
-           "4_1",
-           78,
-           3389
-          ],
-          [
-           "4_1",
-           79,
-           3391
-          ],
-          [
-           "4_1",
-           79,
-           3392
-          ],
-          [
-           "4_1",
-           79,
-           3393
-          ],
-          [
-           "4_1",
-           80,
-           3396
-          ],
-          [
-           "4_1",
-           80,
-           3397
-          ],
-          [
-           "4_1",
-           80,
-           3398
-          ],
-          [
-           "4_1",
-           80,
-           3399
-          ],
-          [
-           "4_1",
-           80,
-           3400
-          ],
-          [
-           "4_1",
-           81,
-           3401
-          ],
-          [
-           "4_1",
-           81,
-           3402
-          ],
-          [
-           "4_1",
-           81,
-           3403
-          ],
-          [
-           "4_1",
-           81,
-           3404
-          ],
-          [
-           "4_1",
-           81,
-           3405
-          ],
-          [
-           "4_1",
-           82,
-           3406
-          ],
-          [
-           "4_1",
-           82,
-           3407
-          ],
-          [
-           "4_1",
-           82,
-           3408
-          ],
-          [
-           "4_1",
-           82,
-           3409
-          ],
-          [
-           "4_1",
-           82,
-           3410
-          ],
-          [
-           "4_1",
-           83,
-           3411
-          ],
-          [
-           "4_1",
-           83,
-           3412
-          ],
-          [
-           "4_1",
-           83,
-           3413
-          ],
-          [
-           "4_1",
-           83,
-           3414
-          ],
-          [
-           "4_1",
-           84,
-           3416
-          ],
-          [
-           "4_1",
-           84,
-           3417
-          ],
-          [
-           "4_1",
-           84,
-           3418
-          ],
-          [
-           "4_1",
-           84,
-           3419
-          ],
-          [
-           "4_1",
-           84,
-           3420
-          ],
-          [
-           "4_1",
-           85,
-           3422
-          ],
-          [
-           "4_1",
-           85,
-           3423
-          ],
-          [
-           "4_1",
-           85,
-           3424
-          ],
-          [
-           "4_1",
-           86,
-           3427
-          ],
-          [
-           "4_1",
-           86,
-           3428
-          ],
-          [
-           "4_1",
-           86,
-           3429
-          ],
-          [
-           "4_1",
-           86,
-           3430
-          ],
-          [
-           "4_1",
-           87,
-           3432
-          ],
-          [
-           "4_1",
-           87,
-           3433
-          ],
-          [
-           "4_1",
-           87,
-           3434
-          ],
-          [
-           "4_1",
-           87,
-           3435
-          ],
-          [
-           "4_1",
-           88,
-           3436
-          ],
-          [
-           "4_1",
-           88,
-           3438
-          ],
-          [
-           "4_1",
-           88,
-           3439
-          ],
-          [
-           "4_1",
-           88,
-           3440
-          ],
-          [
-           "4_1",
-           89,
-           3442
-          ],
-          [
-           "4_1",
-           89,
-           3444
-          ],
-          [
-           "4_1",
-           89,
-           3445
-          ],
-          [
-           "4_1",
-           90,
-           3446
-          ],
-          [
-           "4_1",
-           90,
-           3448
-          ],
-          [
-           "4_1",
-           90,
-           3449
-          ],
-          [
-           "4_1",
-           90,
-           3450
-          ],
-          [
-           "4_1",
-           91,
-           3454
-          ],
-          [
-           "4_1",
-           92,
-           3456
-          ],
-          [
-           "4_1",
-           92,
-           3458
-          ],
-          [
-           "4_1",
-           92,
-           3459
-          ],
-          [
-           "4_1",
-           92,
-           3460
-          ],
-          [
-           "4_1",
-           93,
-           3464
-          ],
-          [
-           "4_1",
-           93,
-           3465
-          ],
-          [
-           "4_1",
-           94,
-           3466
-          ],
-          [
-           "4_1",
-           94,
-           3468
-          ],
-          [
-           "4_1",
-           94,
-           3469
-          ],
-          [
-           "4_1",
-           94,
-           3470
-          ],
-          [
-           "4_1",
-           95,
-           3471
-          ],
-          [
-           "4_1",
-           95,
-           3472
-          ],
-          [
-           "4_1",
-           95,
-           3473
-          ],
-          [
-           "4_1",
-           95,
-           3475
-          ],
-          [
-           "4_1",
-           96,
-           3476
-          ],
-          [
-           "4_1",
-           96,
-           3477
-          ],
-          [
-           "4_1",
-           96,
-           3478
-          ],
-          [
-           "4_1",
-           96,
-           3480
-          ],
-          [
-           "4_1",
-           97,
-           3481
-          ],
-          [
-           "4_1",
-           97,
-           3482
-          ],
-          [
-           "4_1",
-           97,
-           3483
-          ],
-          [
-           "4_1",
-           97,
-           3484
-          ],
-          [
-           "4_1",
-           98,
-           3486
-          ],
-          [
-           "4_1",
-           98,
-           3488
-          ],
-          [
-           "4_1",
-           98,
-           3489
-          ],
-          [
-           "4_1",
-           98,
-           3490
-          ],
-          [
-           "4_1",
-           99,
-           3491
-          ],
-          [
-           "4_1",
-           99,
-           3494
-          ],
-          [
-           "4_1",
-           99,
-           3495
-          ],
-          [
-           "4_1",
-           100,
-           3496
-          ],
-          [
-           "4_1",
-           100,
-           3498
-          ],
-          [
-           "4_1",
-           100,
-           3499
-          ],
-          [
-           "4_1",
-           100,
-           3500
-          ],
-          [
-           "4_2",
-           1,
-           3502
-          ],
-          [
-           "4_2",
-           1,
-           3503
-          ],
-          [
-           "4_2",
-           2,
-           3506
-          ],
-          [
-           "4_2",
-           2,
-           3507
-          ],
-          [
-           "4_2",
-           2,
-           3509
-          ],
-          [
-           "4_2",
-           2,
-           3510
-          ],
-          [
-           "4_2",
-           3,
-           3511
-          ],
-          [
-           "4_2",
-           3,
-           3512
-          ],
-          [
-           "4_2",
-           3,
-           3513
-          ],
-          [
-           "4_2",
-           3,
-           3514
-          ],
-          [
-           "4_2",
-           4,
-           3516
-          ],
-          [
-           "4_2",
-           4,
-           3517
-          ],
-          [
-           "4_2",
-           4,
-           3518
-          ],
-          [
-           "4_2",
-           4,
-           3519
-          ],
-          [
-           "4_2",
-           5,
-           3522
-          ],
-          [
-           "4_2",
-           5,
-           3523
-          ],
-          [
-           "4_2",
-           5,
-           3524
-          ],
-          [
-           "4_2",
-           5,
-           3525
-          ],
-          [
-           "4_2",
-           6,
-           3527
-          ],
-          [
-           "4_2",
-           6,
-           3528
-          ],
-          [
-           "4_2",
-           6,
-           3529
-          ],
-          [
-           "4_2",
-           6,
-           3530
-          ],
-          [
-           "4_2",
-           7,
-           3531
-          ],
-          [
-           "4_2",
-           7,
-           3532
-          ],
-          [
-           "4_2",
-           7,
-           3534
-          ],
-          [
-           "4_2",
-           7,
-           3535
-          ],
-          [
-           "4_2",
-           8,
-           3536
-          ],
-          [
-           "4_2",
-           8,
-           3537
-          ],
-          [
-           "4_2",
-           8,
-           3538
-          ],
-          [
-           "4_2",
-           8,
-           3539
-          ],
-          [
-           "4_2",
-           8,
-           3540
-          ],
-          [
-           "4_2",
-           9,
-           3541
-          ],
-          [
-           "4_2",
-           9,
-           3542
-          ],
-          [
-           "4_2",
-           9,
-           3543
-          ],
-          [
-           "4_2",
-           9,
-           3544
-          ],
-          [
-           "4_2",
-           9,
-           3545
-          ],
-          [
-           "4_2",
-           10,
-           3546
-          ],
-          [
-           "4_2",
-           10,
-           3547
-          ],
-          [
-           "4_2",
-           10,
-           3548
-          ],
-          [
-           "4_2",
-           10,
-           3549
-          ],
-          [
-           "4_2",
-           10,
-           3550
-          ],
-          [
-           "4_2",
-           11,
-           3551
-          ],
-          [
-           "4_2",
-           11,
-           3552
-          ],
-          [
-           "4_2",
-           11,
-           3553
-          ],
-          [
-           "4_2",
-           11,
-           3554
-          ],
-          [
-           "4_2",
-           11,
-           3555
-          ],
-          [
-           "4_2",
-           12,
-           3559
-          ],
-          [
-           "4_2",
-           13,
-           3561
-          ],
-          [
-           "4_2",
-           13,
-           3562
-          ],
-          [
-           "4_2",
-           13,
-           3563
-          ],
-          [
-           "4_2",
-           13,
-           3564
-          ],
-          [
-           "4_2",
-           14,
-           3566
-          ],
-          [
-           "4_2",
-           14,
-           3567
-          ],
-          [
-           "4_2",
-           14,
-           3568
-          ],
-          [
-           "4_2",
-           14,
-           3569
-          ],
-          [
-           "4_2",
-           14,
-           3570
-          ],
-          [
-           "4_2",
-           15,
-           3571
-          ],
-          [
-           "4_2",
-           15,
-           3572
-          ],
-          [
-           "4_2",
-           15,
-           3573
-          ],
-          [
-           "4_2",
-           15,
-           3574
-          ],
-          [
-           "4_2",
-           15,
-           3575
-          ],
-          [
-           "4_2",
-           16,
-           3576
-          ],
-          [
-           "4_2",
-           16,
-           3577
-          ],
-          [
-           "4_2",
-           16,
-           3578
-          ],
-          [
-           "4_2",
-           16,
-           3579
-          ],
-          [
-           "4_2",
-           16,
-           3580
-          ],
-          [
-           "4_2",
-           17,
-           3581
-          ],
-          [
-           "4_2",
-           17,
-           3583
-          ],
-          [
-           "4_2",
-           17,
-           3584
-          ],
-          [
-           "4_2",
-           17,
-           3585
-          ],
-          [
-           "4_2",
-           18,
-           3586
-          ],
-          [
-           "4_2",
-           18,
-           3587
-          ],
-          [
-           "4_2",
-           18,
-           3588
-          ],
-          [
-           "4_2",
-           18,
-           3589
-          ],
-          [
-           "4_2",
-           19,
-           3592
-          ],
-          [
-           "4_2",
-           19,
-           3593
-          ],
-          [
-           "4_2",
-           19,
-           3594
-          ],
-          [
-           "4_2",
-           19,
-           3595
-          ],
-          [
-           "4_2",
-           20,
-           3597
-          ],
-          [
-           "4_2",
-           20,
-           3599
-          ],
-          [
-           "4_2",
-           21,
-           3601
-          ],
-          [
-           "4_2",
-           21,
-           3602
-          ],
-          [
-           "4_2",
-           21,
-           3604
-          ],
-          [
-           "4_2",
-           22,
-           3606
-          ],
-          [
-           "4_2",
-           22,
-           3607
-          ],
-          [
-           "4_2",
-           22,
-           3609
-          ],
-          [
-           "4_2",
-           22,
-           3610
-          ],
-          [
-           "4_2",
-           23,
-           3611
-          ],
-          [
-           "4_2",
-           23,
-           3612
-          ],
-          [
-           "4_2",
-           23,
-           3613
-          ],
-          [
-           "4_2",
-           23,
-           3614
-          ],
-          [
-           "4_2",
-           23,
-           3615
-          ],
-          [
-           "4_2",
-           24,
-           3616
-          ],
-          [
-           "4_2",
-           24,
-           3617
-          ],
-          [
-           "4_2",
-           24,
-           3619
-          ],
-          [
-           "4_2",
-           25,
-           3622
-          ],
-          [
-           "4_2",
-           25,
-           3623
-          ],
-          [
-           "4_2",
-           25,
-           3624
-          ],
-          [
-           "4_2",
-           25,
-           3625
-          ],
-          [
-           "4_2",
-           26,
-           3626
-          ],
-          [
-           "4_2",
-           26,
-           3627
-          ],
-          [
-           "4_2",
-           26,
-           3629
-          ],
-          [
-           "4_2",
-           26,
-           3630
-          ],
-          [
-           "4_2",
-           27,
-           3631
-          ],
-          [
-           "4_2",
-           27,
-           3632
-          ],
-          [
-           "4_2",
-           27,
-           3633
-          ],
-          [
-           "4_2",
-           27,
-           3634
-          ],
-          [
-           "4_2",
-           27,
-           3635
-          ],
-          [
-           "4_2",
-           28,
-           3636
-          ],
-          [
-           "4_2",
-           28,
-           3637
-          ],
-          [
-           "4_2",
-           28,
-           3638
-          ],
-          [
-           "4_2",
-           28,
-           3639
-          ],
-          [
-           "4_2",
-           29,
-           3645
-          ],
-          [
-           "4_2",
-           30,
-           3646
-          ],
-          [
-           "4_2",
-           30,
-           3647
-          ],
-          [
-           "4_2",
-           30,
-           3648
-          ],
-          [
-           "4_2",
-           30,
-           3649
-          ],
-          [
-           "4_2",
-           31,
-           3651
-          ],
-          [
-           "4_2",
-           31,
-           3652
-          ],
-          [
-           "4_2",
-           31,
-           3653
-          ],
-          [
-           "4_2",
-           31,
-           3654
-          ],
-          [
-           "4_2",
-           31,
-           3655
-          ],
-          [
-           "4_2",
-           32,
-           3657
-          ],
-          [
-           "4_2",
-           32,
-           3658
-          ],
-          [
-           "4_2",
-           32,
-           3659
-          ],
-          [
-           "4_2",
-           32,
-           3660
-          ],
-          [
-           "4_2",
-           33,
-           3661
-          ],
-          [
-           "4_2",
-           33,
-           3662
-          ],
-          [
-           "4_2",
-           33,
-           3663
-          ],
-          [
-           "4_2",
-           33,
-           3665
-          ],
-          [
-           "4_2",
-           34,
-           3667
-          ],
-          [
-           "4_2",
-           34,
-           3668
-          ],
-          [
-           "4_2",
-           34,
-           3669
-          ],
-          [
-           "4_2",
-           34,
-           3670
-          ],
-          [
-           "4_2",
-           35,
-           3672
-          ],
-          [
-           "4_2",
-           35,
-           3673
-          ],
-          [
-           "4_2",
-           35,
-           3674
-          ],
-          [
-           "4_2",
-           35,
-           3675
-          ],
-          [
-           "4_2",
-           36,
-           3676
-          ],
-          [
-           "4_2",
-           36,
-           3677
-          ],
-          [
-           "4_2",
-           36,
-           3678
-          ],
-          [
-           "4_2",
-           37,
-           3683
-          ],
-          [
-           "4_2",
-           37,
-           3684
-          ],
-          [
-           "4_2",
-           37,
-           3685
-          ],
-          [
-           "4_2",
-           38,
-           3687
-          ],
-          [
-           "4_2",
-           38,
-           3688
-          ],
-          [
-           "4_2",
-           38,
-           3690
-          ],
-          [
-           "4_2",
-           39,
-           3691
-          ],
-          [
-           "4_2",
-           39,
-           3692
-          ],
-          [
-           "4_2",
-           39,
-           3693
-          ],
-          [
-           "4_2",
-           39,
-           3694
-          ],
-          [
-           "4_2",
-           39,
-           3695
-          ],
-          [
-           "4_2",
-           40,
-           3698
-          ],
-          [
-           "4_2",
-           40,
-           3699
-          ],
-          [
-           "4_2",
-           41,
-           3701
-          ],
-          [
-           "4_2",
-           41,
-           3702
-          ],
-          [
-           "4_2",
-           41,
-           3703
-          ],
-          [
-           "4_2",
-           41,
-           3705
-          ],
-          [
-           "4_2",
-           42,
-           3706
-          ],
-          [
-           "4_2",
-           42,
-           3708
-          ],
-          [
-           "4_2",
-           42,
-           3709
-          ],
-          [
-           "4_2",
-           43,
-           3712
-          ],
-          [
-           "4_2",
-           43,
-           3713
-          ],
-          [
-           "4_2",
-           44,
-           3716
-          ],
-          [
-           "4_2",
-           44,
-           3717
-          ],
-          [
-           "4_2",
-           44,
-           3718
-          ],
-          [
-           "4_2",
-           44,
-           3720
-          ],
-          [
-           "4_2",
-           45,
-           3722
-          ],
-          [
-           "4_2",
-           45,
-           3723
-          ],
-          [
-           "4_2",
-           45,
-           3725
-          ],
-          [
-           "4_2",
-           46,
-           3727
-          ],
-          [
-           "4_2",
-           46,
-           3728
-          ],
-          [
-           "4_2",
-           46,
-           3729
-          ],
-          [
-           "4_2",
-           46,
-           3730
-          ],
-          [
-           "4_2",
-           47,
-           3731
-          ],
-          [
-           "4_2",
-           47,
-           3732
-          ],
-          [
-           "4_2",
-           47,
-           3733
-          ],
-          [
-           "4_2",
-           47,
-           3734
-          ],
-          [
-           "4_2",
-           47,
-           3735
-          ],
-          [
-           "4_2",
-           48,
-           3736
-          ],
-          [
-           "4_2",
-           48,
-           3737
-          ],
-          [
-           "4_2",
-           48,
-           3738
-          ],
-          [
-           "4_2",
-           48,
-           3739
-          ],
-          [
-           "4_2",
-           48,
-           3740
-          ],
-          [
-           "4_2",
-           49,
-           3741
-          ],
-          [
-           "4_2",
-           49,
-           3742
-          ],
-          [
-           "4_2",
-           49,
-           3743
-          ],
-          [
-           "4_2",
-           49,
-           3744
-          ],
-          [
-           "4_2",
-           49,
-           3745
-          ],
-          [
-           "4_2",
-           50,
-           3747
-          ],
-          [
-           "4_2",
-           50,
-           3748
-          ],
-          [
-           "4_2",
-           50,
-           3749
-          ],
-          [
-           "4_2",
-           51,
-           3751
-          ],
-          [
-           "4_2",
-           51,
-           3752
-          ],
-          [
-           "4_2",
-           51,
-           3753
-          ],
-          [
-           "4_2",
-           51,
-           3754
-          ],
-          [
-           "4_2",
-           52,
-           3756
-          ],
-          [
-           "4_2",
-           52,
-           3758
-          ],
-          [
-           "4_2",
-           53,
-           3761
-          ],
-          [
-           "4_2",
-           53,
-           3762
-          ],
-          [
-           "4_2",
-           53,
-           3765
-          ],
-          [
-           "4_2",
-           54,
-           3766
-          ],
-          [
-           "4_2",
-           54,
-           3767
-          ],
-          [
-           "4_2",
-           54,
-           3769
-          ],
-          [
-           "4_2",
-           54,
-           3770
-          ],
-          [
-           "4_2",
-           55,
-           3771
-          ],
-          [
-           "4_2",
-           55,
-           3774
-          ],
-          [
-           "4_2",
-           55,
-           3775
-          ],
-          [
-           "4_2",
-           56,
-           3776
-          ],
-          [
-           "4_2",
-           56,
-           3777
-          ],
-          [
-           "4_2",
-           56,
-           3778
-          ],
-          [
-           "4_2",
-           56,
-           3779
-          ],
-          [
-           "4_2",
-           56,
-           3780
-          ],
-          [
-           "4_2",
-           57,
-           3781
-          ],
-          [
-           "4_2",
-           57,
-           3782
-          ],
-          [
-           "4_2",
-           57,
-           3783
-          ],
-          [
-           "4_2",
-           57,
-           3784
-          ],
-          [
-           "4_2",
-           57,
-           3785
-          ],
-          [
-           "4_2",
-           58,
-           3786
-          ],
-          [
-           "4_2",
-           58,
-           3787
-          ],
-          [
-           "4_2",
-           58,
-           3788
-          ],
-          [
-           "4_2",
-           58,
-           3789
-          ],
-          [
-           "4_2",
-           58,
-           3790
-          ],
-          [
-           "4_2",
-           59,
-           3791
-          ],
-          [
-           "4_2",
-           59,
-           3792
-          ],
-          [
-           "4_2",
-           59,
-           3793
-          ],
-          [
-           "4_2",
-           59,
-           3794
-          ],
-          [
-           "4_2",
-           59,
-           3795
-          ],
-          [
-           "4_2",
-           60,
-           3796
-          ],
-          [
-           "4_2",
-           60,
-           3797
-          ],
-          [
-           "4_2",
-           60,
-           3799
-          ],
-          [
-           "4_2",
-           60,
-           3800
-          ],
-          [
-           "4_2",
-           61,
-           3801
-          ],
-          [
-           "4_2",
-           61,
-           3802
-          ],
-          [
-           "4_2",
-           61,
-           3803
-          ],
-          [
-           "4_2",
-           62,
-           3806
-          ],
-          [
-           "4_2",
-           62,
-           3808
-          ],
-          [
-           "4_2",
-           62,
-           3809
-          ],
-          [
-           "4_2",
-           62,
-           3810
-          ],
-          [
-           "4_2",
-           63,
-           3811
-          ],
-          [
-           "4_2",
-           63,
-           3812
-          ],
-          [
-           "4_2",
-           63,
-           3814
-          ],
-          [
-           "4_2",
-           63,
-           3815
-          ],
-          [
-           "4_2",
-           64,
-           3816
-          ],
-          [
-           "4_2",
-           64,
-           3817
-          ],
-          [
-           "4_2",
-           64,
-           3818
-          ],
-          [
-           "4_2",
-           64,
-           3820
-          ],
-          [
-           "4_2",
-           65,
-           3821
-          ],
-          [
-           "4_2",
-           65,
-           3823
-          ],
-          [
-           "4_2",
-           65,
-           3825
-          ],
-          [
-           "4_2",
-           66,
-           3826
-          ],
-          [
-           "4_2",
-           66,
-           3827
-          ],
-          [
-           "4_2",
-           67,
-           3831
-          ],
-          [
-           "4_2",
-           67,
-           3832
-          ],
-          [
-           "4_2",
-           67,
-           3833
-          ],
-          [
-           "4_2",
-           67,
-           3835
-          ],
-          [
-           "4_2",
-           68,
-           3836
-          ],
-          [
-           "4_2",
-           68,
-           3837
-          ],
-          [
-           "4_2",
-           68,
-           3839
-          ],
-          [
-           "4_2",
-           68,
-           3840
-          ],
-          [
-           "4_2",
-           69,
-           3841
-          ],
-          [
-           "4_2",
-           69,
-           3842
-          ],
-          [
-           "4_2",
-           69,
-           3843
-          ],
-          [
-           "4_2",
-           69,
-           3844
-          ],
-          [
-           "4_2",
-           70,
-           3847
-          ],
-          [
-           "4_2",
-           70,
-           3848
-          ],
-          [
-           "4_2",
-           70,
-           3850
-          ],
-          [
-           "4_2",
-           71,
-           3851
-          ],
-          [
-           "4_2",
-           71,
-           3853
-          ],
-          [
-           "4_2",
-           71,
-           3855
-          ],
-          [
-           "4_2",
-           72,
-           3857
-          ],
-          [
-           "4_2",
-           72,
-           3859
-          ],
-          [
-           "4_2",
-           72,
-           3860
-          ],
-          [
-           "4_2",
-           73,
-           3861
-          ],
-          [
-           "4_2",
-           73,
-           3862
-          ],
-          [
-           "4_2",
-           73,
-           3865
-          ],
-          [
-           "4_2",
-           74,
-           3866
-          ],
-          [
-           "4_2",
-           74,
-           3869
-          ],
-          [
-           "4_2",
-           75,
-           3873
-          ],
-          [
-           "4_2",
-           76,
-           3876
-          ],
-          [
-           "4_2",
-           76,
-           3877
-          ],
-          [
-           "4_2",
-           76,
-           3878
-          ],
-          [
-           "4_2",
-           76,
-           3879
-          ],
-          [
-           "4_2",
-           76,
-           3880
-          ],
-          [
-           "4_2",
-           77,
-           3881
-          ],
-          [
-           "4_2",
-           77,
-           3882
-          ],
-          [
-           "4_2",
-           77,
-           3884
-          ],
-          [
-           "4_2",
-           77,
-           3885
-          ],
-          [
-           "4_2",
-           78,
-           3886
-          ],
-          [
-           "4_2",
-           78,
-           3887
-          ],
-          [
-           "4_2",
-           78,
-           3888
-          ],
-          [
-           "4_2",
-           79,
-           3892
-          ],
-          [
-           "4_2",
-           79,
-           3893
-          ],
-          [
-           "4_2",
-           79,
-           3894
-          ],
-          [
-           "4_2",
-           79,
-           3895
-          ],
-          [
-           "4_2",
-           80,
-           3896
-          ],
-          [
-           "4_2",
-           80,
-           3897
-          ],
-          [
-           "4_2",
-           80,
-           3898
-          ],
-          [
-           "4_2",
-           80,
-           3900
-          ],
-          [
-           "4_2",
-           81,
-           3901
-          ],
-          [
-           "4_2",
-           81,
-           3902
-          ],
-          [
-           "4_2",
-           81,
-           3903
-          ],
-          [
-           "4_2",
-           81,
-           3904
-          ],
-          [
-           "4_2",
-           81,
-           3905
-          ],
-          [
-           "4_2",
-           82,
-           3906
-          ],
-          [
-           "4_2",
-           82,
-           3907
-          ],
-          [
-           "4_2",
-           82,
-           3908
-          ],
-          [
-           "4_2",
-           82,
-           3910
-          ],
-          [
-           "4_2",
-           83,
-           3912
-          ],
-          [
-           "4_2",
-           83,
-           3913
-          ],
-          [
-           "4_2",
-           83,
-           3914
-          ],
-          [
-           "4_2",
-           83,
-           3915
-          ],
-          [
-           "4_2",
-           84,
-           3916
-          ],
-          [
-           "4_2",
-           84,
-           3917
-          ],
-          [
-           "4_2",
-           84,
-           3918
-          ],
-          [
-           "4_2",
-           84,
-           3919
-          ],
-          [
-           "4_2",
-           84,
-           3920
-          ],
-          [
-           "4_2",
-           85,
-           3923
-          ],
-          [
-           "4_2",
-           85,
-           3924
-          ],
-          [
-           "4_2",
-           85,
-           3925
-          ],
-          [
-           "4_2",
-           86,
-           3926
-          ],
-          [
-           "4_2",
-           86,
-           3928
-          ],
-          [
-           "4_2",
-           86,
-           3929
-          ],
-          [
-           "4_2",
-           86,
-           3930
-          ],
-          [
-           "4_2",
-           87,
-           3931
-          ],
-          [
-           "4_2",
-           87,
-           3933
-          ],
-          [
-           "4_2",
-           87,
-           3935
-          ],
-          [
-           "4_2",
-           88,
-           3939
-          ],
-          [
-           "4_2",
-           88,
-           3940
-          ],
-          [
-           "4_2",
-           89,
-           3941
-          ],
-          [
-           "4_2",
-           89,
-           3942
-          ],
-          [
-           "4_2",
-           89,
-           3943
-          ],
-          [
-           "4_2",
-           89,
-           3944
-          ],
-          [
-           "4_2",
-           89,
-           3945
-          ],
-          [
-           "4_2",
-           90,
-           3946
-          ],
-          [
-           "4_2",
-           90,
-           3947
-          ],
-          [
-           "4_2",
-           90,
-           3950
-          ],
-          [
-           "4_2",
-           91,
-           3951
-          ],
-          [
-           "4_2",
-           91,
-           3954
-          ],
-          [
-           "4_2",
-           91,
-           3955
-          ],
-          [
-           "4_2",
-           92,
-           3956
-          ],
-          [
-           "4_2",
-           92,
-           3957
-          ],
-          [
-           "4_2",
-           92,
-           3958
-          ],
-          [
-           "4_2",
-           92,
-           3959
-          ],
-          [
-           "4_2",
-           92,
-           3960
-          ],
-          [
-           "4_2",
-           93,
-           3961
-          ],
-          [
-           "4_2",
-           93,
-           3962
-          ],
-          [
-           "4_2",
-           93,
-           3963
-          ],
-          [
-           "4_2",
-           93,
-           3964
-          ],
-          [
-           "4_2",
-           94,
-           3966
-          ],
-          [
-           "4_2",
-           94,
-           3968
-          ],
-          [
-           "4_2",
-           94,
-           3969
-          ],
-          [
-           "4_2",
-           94,
-           3970
-          ],
-          [
-           "4_2",
-           95,
-           3971
-          ],
-          [
-           "4_2",
-           95,
-           3973
-          ],
-          [
-           "4_2",
-           95,
-           3974
-          ],
-          [
-           "4_2",
-           96,
-           3976
-          ],
-          [
-           "4_2",
-           96,
-           3977
-          ],
-          [
-           "4_2",
-           96,
-           3978
-          ],
-          [
-           "4_2",
-           96,
-           3979
-          ],
-          [
-           "4_2",
-           96,
-           3980
-          ],
-          [
-           "4_2",
-           97,
-           3981
-          ],
-          [
-           "4_2",
-           97,
-           3983
-          ],
-          [
-           "4_2",
-           97,
-           3984
-          ],
-          [
-           "4_2",
-           97,
-           3985
-          ],
-          [
-           "4_2",
-           98,
-           3986
-          ],
-          [
-           "4_2",
-           98,
-           3987
-          ],
-          [
-           "4_2",
-           98,
-           3988
-          ],
-          [
-           "4_2",
-           99,
-           3991
-          ],
-          [
-           "4_2",
-           99,
-           3992
-          ],
-          [
-           "4_2",
-           99,
-           3994
-          ],
-          [
-           "4_2",
-           99,
-           3995
-          ],
-          [
-           "4_2",
-           100,
-           3996
-          ],
-          [
-           "4_2",
-           100,
-           3997
-          ],
-          [
-           "4_2",
-           100,
-           3998
-          ],
-          [
-           "4_2",
-           100,
-           3999
-          ],
-          [
-           "4_2",
-           100,
-           4000
-          ]
-         ],
-         "hovertemplate": "<b>X</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "X",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y"
-        },
-        {
-         "customdata": [
-          [
-           "1_1",
-           1,
-           2
-          ],
-          [
-           "1_1",
-           1,
-           3
-          ],
-          [
-           "1_1",
-           1,
-           4
-          ],
-          [
-           "1_1",
-           1,
-           5
-          ],
-          [
-           "1_1",
-           2,
-           6
-          ],
-          [
-           "1_1",
-           2,
-           7
-          ],
-          [
-           "1_1",
-           2,
-           9
-          ],
-          [
-           "1_1",
-           2,
-           10
-          ],
-          [
-           "1_1",
-           3,
-           11
-          ],
-          [
-           "1_1",
-           3,
-           13
-          ],
-          [
-           "1_1",
-           4,
-           16
-          ],
-          [
-           "1_1",
-           4,
-           17
-          ],
-          [
-           "1_1",
-           4,
-           18
-          ],
-          [
-           "1_1",
-           4,
-           19
-          ],
-          [
-           "1_1",
-           4,
-           20
-          ],
-          [
-           "1_1",
-           5,
-           21
-          ],
-          [
-           "1_1",
-           5,
-           22
-          ],
-          [
-           "1_1",
-           5,
-           23
-          ],
-          [
-           "1_1",
-           5,
-           24
-          ],
-          [
-           "1_1",
-           5,
-           25
-          ],
-          [
-           "1_1",
-           6,
-           27
-          ],
-          [
-           "1_1",
-           6,
-           28
-          ],
-          [
-           "1_1",
-           6,
-           30
-          ],
-          [
-           "1_1",
-           7,
-           31
-          ],
-          [
-           "1_1",
-           7,
-           32
-          ],
-          [
-           "1_1",
-           7,
-           33
-          ],
-          [
-           "1_1",
-           8,
-           36
-          ],
-          [
-           "1_1",
-           8,
-           37
-          ],
-          [
-           "1_1",
-           8,
-           38
-          ],
-          [
-           "1_1",
-           9,
-           41
-          ],
-          [
-           "1_1",
-           9,
-           42
-          ],
-          [
-           "1_1",
-           9,
-           43
-          ],
-          [
-           "1_1",
-           9,
-           44
-          ],
-          [
-           "1_1",
-           9,
-           45
-          ],
-          [
-           "1_1",
-           10,
-           46
-          ],
-          [
-           "1_1",
-           10,
-           47
-          ],
-          [
-           "1_1",
-           10,
-           48
-          ],
-          [
-           "1_1",
-           10,
-           49
-          ],
-          [
-           "1_1",
-           10,
-           50
-          ],
-          [
-           "1_1",
-           11,
-           51
-          ],
-          [
-           "1_1",
-           11,
-           52
-          ],
-          [
-           "1_1",
-           11,
-           54
-          ],
-          [
-           "1_1",
-           11,
-           55
-          ],
-          [
-           "1_1",
-           12,
-           56
-          ],
-          [
-           "1_1",
-           12,
-           57
-          ],
-          [
-           "1_1",
-           12,
-           59
-          ],
-          [
-           "1_1",
-           13,
-           61
-          ],
-          [
-           "1_1",
-           13,
-           62
-          ],
-          [
-           "1_1",
-           13,
-           63
-          ],
-          [
-           "1_1",
-           13,
-           64
-          ],
-          [
-           "1_1",
-           13,
-           65
-          ],
-          [
-           "1_1",
-           14,
-           66
-          ],
-          [
-           "1_1",
-           14,
-           67
-          ],
-          [
-           "1_1",
-           14,
-           68
-          ],
-          [
-           "1_1",
-           14,
-           69
-          ],
-          [
-           "1_1",
-           15,
-           71
-          ],
-          [
-           "1_1",
-           15,
-           72
-          ],
-          [
-           "1_1",
-           15,
-           73
-          ],
-          [
-           "1_1",
-           15,
-           74
-          ],
-          [
-           "1_1",
-           15,
-           75
-          ],
-          [
-           "1_1",
-           16,
-           76
-          ],
-          [
-           "1_1",
-           16,
-           79
-          ],
-          [
-           "1_1",
-           17,
-           81
-          ],
-          [
-           "1_1",
-           17,
-           82
-          ],
-          [
-           "1_1",
-           17,
-           85
-          ],
-          [
-           "1_1",
-           18,
-           87
-          ],
-          [
-           "1_1",
-           18,
-           90
-          ],
-          [
-           "1_1",
-           19,
-           91
-          ],
-          [
-           "1_1",
-           19,
-           92
-          ],
-          [
-           "1_1",
-           19,
-           93
-          ],
-          [
-           "1_1",
-           19,
-           94
-          ],
-          [
-           "1_1",
-           19,
-           95
-          ],
-          [
-           "1_1",
-           20,
-           96
-          ],
-          [
-           "1_1",
-           20,
-           97
-          ],
-          [
-           "1_1",
-           20,
-           98
-          ],
-          [
-           "1_1",
-           20,
-           100
-          ],
-          [
-           "1_1",
-           21,
-           101
-          ],
-          [
-           "1_1",
-           21,
-           102
-          ],
-          [
-           "1_1",
-           21,
-           103
-          ],
-          [
-           "1_1",
-           21,
-           104
-          ],
-          [
-           "1_1",
-           21,
-           105
-          ],
-          [
-           "1_1",
-           22,
-           109
-          ],
-          [
-           "1_1",
-           22,
-           110
-          ],
-          [
-           "1_1",
-           23,
-           111
-          ],
-          [
-           "1_1",
-           23,
-           113
-          ],
-          [
-           "1_1",
-           23,
-           114
-          ],
-          [
-           "1_1",
-           23,
-           115
-          ],
-          [
-           "1_1",
-           24,
-           116
-          ],
-          [
-           "1_1",
-           24,
-           117
-          ],
-          [
-           "1_1",
-           24,
-           120
-          ],
-          [
-           "1_1",
-           25,
-           122
-          ],
-          [
-           "1_1",
-           25,
-           125
-          ],
-          [
-           "1_1",
-           26,
-           127
-          ],
-          [
-           "1_1",
-           26,
-           128
-          ],
-          [
-           "1_1",
-           26,
-           129
-          ],
-          [
-           "1_1",
-           26,
-           130
-          ],
-          [
-           "1_1",
-           27,
-           131
-          ],
-          [
-           "1_1",
-           27,
-           133
-          ],
-          [
-           "1_1",
-           27,
-           134
-          ],
-          [
-           "1_1",
-           27,
-           135
-          ],
-          [
-           "1_1",
-           28,
-           136
-          ],
-          [
-           "1_1",
-           28,
-           137
-          ],
-          [
-           "1_1",
-           28,
-           140
-          ],
-          [
-           "1_1",
-           29,
-           141
-          ],
-          [
-           "1_1",
-           29,
-           142
-          ],
-          [
-           "1_1",
-           29,
-           143
-          ],
-          [
-           "1_1",
-           29,
-           144
-          ],
-          [
-           "1_1",
-           29,
-           145
-          ],
-          [
-           "1_1",
-           30,
-           146
-          ],
-          [
-           "1_1",
-           30,
-           147
-          ],
-          [
-           "1_1",
-           30,
-           149
-          ],
-          [
-           "1_1",
-           30,
-           150
-          ],
-          [
-           "1_1",
-           31,
-           151
-          ],
-          [
-           "1_1",
-           31,
-           152
-          ],
-          [
-           "1_1",
-           31,
-           154
-          ],
-          [
-           "1_1",
-           32,
-           156
-          ],
-          [
-           "1_1",
-           32,
-           157
-          ],
-          [
-           "1_1",
-           32,
-           159
-          ],
-          [
-           "1_1",
-           33,
-           161
-          ],
-          [
-           "1_1",
-           33,
-           164
-          ],
-          [
-           "1_1",
-           33,
-           165
-          ],
-          [
-           "1_1",
-           34,
-           166
-          ],
-          [
-           "1_1",
-           34,
-           167
-          ],
-          [
-           "1_1",
-           34,
-           168
-          ],
-          [
-           "1_1",
-           34,
-           170
-          ],
-          [
-           "1_1",
-           35,
-           174
-          ],
-          [
-           "1_1",
-           35,
-           175
-          ],
-          [
-           "1_1",
-           36,
-           176
-          ],
-          [
-           "1_1",
-           36,
-           177
-          ],
-          [
-           "1_1",
-           36,
-           178
-          ],
-          [
-           "1_1",
-           36,
-           179
-          ],
-          [
-           "1_1",
-           37,
-           182
-          ],
-          [
-           "1_1",
-           37,
-           184
-          ],
-          [
-           "1_1",
-           38,
-           186
-          ],
-          [
-           "1_1",
-           38,
-           188
-          ],
-          [
-           "1_1",
-           38,
-           189
-          ],
-          [
-           "1_1",
-           38,
-           190
-          ],
-          [
-           "1_1",
-           39,
-           191
-          ],
-          [
-           "1_1",
-           39,
-           192
-          ],
-          [
-           "1_1",
-           39,
-           193
-          ],
-          [
-           "1_1",
-           39,
-           194
-          ],
-          [
-           "1_1",
-           39,
-           195
-          ],
-          [
-           "1_1",
-           40,
-           196
-          ],
-          [
-           "1_1",
-           40,
-           197
-          ],
-          [
-           "1_1",
-           40,
-           198
-          ],
-          [
-           "1_1",
-           40,
-           199
-          ],
-          [
-           "1_1",
-           41,
-           201
-          ],
-          [
-           "1_1",
-           41,
-           204
-          ],
-          [
-           "1_1",
-           42,
-           207
-          ],
-          [
-           "1_1",
-           42,
-           208
-          ],
-          [
-           "1_1",
-           43,
-           211
-          ],
-          [
-           "1_1",
-           43,
-           213
-          ],
-          [
-           "1_1",
-           43,
-           214
-          ],
-          [
-           "1_1",
-           43,
-           215
-          ],
-          [
-           "1_1",
-           44,
-           216
-          ],
-          [
-           "1_1",
-           44,
-           217
-          ],
-          [
-           "1_1",
-           44,
-           218
-          ],
-          [
-           "1_1",
-           44,
-           219
-          ],
-          [
-           "1_1",
-           45,
-           221
-          ],
-          [
-           "1_1",
-           45,
-           222
-          ],
-          [
-           "1_1",
-           45,
-           223
-          ],
-          [
-           "1_1",
-           45,
-           224
-          ],
-          [
-           "1_1",
-           45,
-           225
-          ],
-          [
-           "1_1",
-           46,
-           226
-          ],
-          [
-           "1_1",
-           46,
-           227
-          ],
-          [
-           "1_1",
-           46,
-           228
-          ],
-          [
-           "1_1",
-           46,
-           229
-          ],
-          [
-           "1_1",
-           47,
-           231
-          ],
-          [
-           "1_1",
-           47,
-           233
-          ],
-          [
-           "1_1",
-           47,
-           234
-          ],
-          [
-           "1_1",
-           47,
-           235
-          ],
-          [
-           "1_1",
-           48,
-           236
-          ],
-          [
-           "1_1",
-           48,
-           237
-          ],
-          [
-           "1_1",
-           48,
-           238
-          ],
-          [
-           "1_1",
-           49,
-           241
-          ],
-          [
-           "1_1",
-           49,
-           243
-          ],
-          [
-           "1_1",
-           49,
-           244
-          ],
-          [
-           "1_1",
-           49,
-           245
-          ],
-          [
-           "1_1",
-           50,
-           246
-          ],
-          [
-           "1_1",
-           50,
-           249
-          ],
-          [
-           "1_1",
-           50,
-           250
-          ],
-          [
-           "1_1",
-           51,
-           251
-          ],
-          [
-           "1_1",
-           51,
-           255
-          ],
-          [
-           "1_1",
-           52,
-           256
-          ],
-          [
-           "1_1",
-           52,
-           258
-          ],
-          [
-           "1_1",
-           52,
-           259
-          ],
-          [
-           "1_1",
-           53,
-           261
-          ],
-          [
-           "1_1",
-           53,
-           262
-          ],
-          [
-           "1_1",
-           53,
-           263
-          ],
-          [
-           "1_1",
-           53,
-           265
-          ],
-          [
-           "1_1",
-           54,
-           266
-          ],
-          [
-           "1_1",
-           54,
-           267
-          ],
-          [
-           "1_1",
-           54,
-           268
-          ],
-          [
-           "1_1",
-           54,
-           269
-          ],
-          [
-           "1_1",
-           55,
-           271
-          ],
-          [
-           "1_1",
-           55,
-           272
-          ],
-          [
-           "1_1",
-           55,
-           273
-          ],
-          [
-           "1_1",
-           56,
-           277
-          ],
-          [
-           "1_1",
-           56,
-           278
-          ],
-          [
-           "1_1",
-           56,
-           279
-          ],
-          [
-           "1_1",
-           56,
-           280
-          ],
-          [
-           "1_1",
-           57,
-           281
-          ],
-          [
-           "1_1",
-           57,
-           282
-          ],
-          [
-           "1_1",
-           57,
-           283
-          ],
-          [
-           "1_1",
-           57,
-           284
-          ],
-          [
-           "1_1",
-           57,
-           285
-          ],
-          [
-           "1_1",
-           58,
-           286
-          ],
-          [
-           "1_1",
-           58,
-           287
-          ],
-          [
-           "1_1",
-           58,
-           288
-          ],
-          [
-           "1_1",
-           58,
-           289
-          ],
-          [
-           "1_1",
-           58,
-           290
-          ],
-          [
-           "1_1",
-           59,
-           291
-          ],
-          [
-           "1_1",
-           59,
-           292
-          ],
-          [
-           "1_1",
-           59,
-           293
-          ],
-          [
-           "1_1",
-           59,
-           294
-          ],
-          [
-           "1_1",
-           59,
-           295
-          ],
-          [
-           "1_1",
-           60,
-           296
-          ],
-          [
-           "1_1",
-           60,
-           297
-          ],
-          [
-           "1_1",
-           60,
-           298
-          ],
-          [
-           "1_1",
-           60,
-           299
-          ],
-          [
-           "1_1",
-           60,
-           300
-          ],
-          [
-           "1_1",
-           61,
-           301
-          ],
-          [
-           "1_1",
-           61,
-           302
-          ],
-          [
-           "1_1",
-           61,
-           303
-          ],
-          [
-           "1_1",
-           62,
-           306
-          ],
-          [
-           "1_1",
-           62,
-           307
-          ],
-          [
-           "1_1",
-           62,
-           308
-          ],
-          [
-           "1_1",
-           62,
-           309
-          ],
-          [
-           "1_1",
-           62,
-           310
-          ],
-          [
-           "1_1",
-           63,
-           312
-          ],
-          [
-           "1_1",
-           63,
-           313
-          ],
-          [
-           "1_1",
-           63,
-           314
-          ],
-          [
-           "1_1",
-           63,
-           315
-          ],
-          [
-           "1_1",
-           64,
-           316
-          ],
-          [
-           "1_1",
-           64,
-           318
-          ],
-          [
-           "1_1",
-           64,
-           319
-          ],
-          [
-           "1_1",
-           65,
-           321
-          ],
-          [
-           "1_1",
-           65,
-           322
-          ],
-          [
-           "1_1",
-           65,
-           323
-          ],
-          [
-           "1_1",
-           65,
-           324
-          ],
-          [
-           "1_1",
-           65,
-           325
-          ],
-          [
-           "1_1",
-           66,
-           328
-          ],
-          [
-           "1_1",
-           66,
-           330
-          ],
-          [
-           "1_1",
-           67,
-           331
-          ],
-          [
-           "1_1",
-           67,
-           332
-          ],
-          [
-           "1_1",
-           67,
-           333
-          ],
-          [
-           "1_1",
-           67,
-           335
-          ],
-          [
-           "1_1",
-           68,
-           337
-          ],
-          [
-           "1_1",
-           68,
-           339
-          ],
-          [
-           "1_1",
-           68,
-           340
-          ],
-          [
-           "1_1",
-           69,
-           341
-          ],
-          [
-           "1_1",
-           69,
-           342
-          ],
-          [
-           "1_1",
-           69,
-           343
-          ],
-          [
-           "1_1",
-           69,
-           345
-          ],
-          [
-           "1_1",
-           70,
-           346
-          ],
-          [
-           "1_1",
-           70,
-           347
-          ],
-          [
-           "1_1",
-           70,
-           348
-          ],
-          [
-           "1_1",
-           70,
-           349
-          ],
-          [
-           "1_1",
-           70,
-           350
-          ],
-          [
-           "1_1",
-           71,
-           351
-          ],
-          [
-           "1_1",
-           71,
-           353
-          ],
-          [
-           "1_1",
-           71,
-           354
-          ],
-          [
-           "1_1",
-           72,
-           357
-          ],
-          [
-           "1_1",
-           72,
-           358
-          ],
-          [
-           "1_1",
-           72,
-           359
-          ],
-          [
-           "1_1",
-           72,
-           360
-          ],
-          [
-           "1_1",
-           73,
-           363
-          ],
-          [
-           "1_1",
-           73,
-           364
-          ],
-          [
-           "1_1",
-           74,
-           368
-          ],
-          [
-           "1_1",
-           74,
-           369
-          ],
-          [
-           "1_1",
-           75,
-           371
-          ],
-          [
-           "1_1",
-           75,
-           372
-          ],
-          [
-           "1_1",
-           75,
-           373
-          ],
-          [
-           "1_1",
-           75,
-           374
-          ],
-          [
-           "1_1",
-           75,
-           375
-          ],
-          [
-           "1_1",
-           76,
-           376
-          ],
-          [
-           "1_1",
-           76,
-           377
-          ],
-          [
-           "1_1",
-           76,
-           378
-          ],
-          [
-           "1_1",
-           76,
-           379
-          ],
-          [
-           "1_1",
-           76,
-           380
-          ],
-          [
-           "1_1",
-           77,
-           381
-          ],
-          [
-           "1_1",
-           77,
-           382
-          ],
-          [
-           "1_1",
-           77,
-           384
-          ],
-          [
-           "1_1",
-           77,
-           385
-          ],
-          [
-           "1_1",
-           78,
-           387
-          ],
-          [
-           "1_1",
-           78,
-           388
-          ],
-          [
-           "1_1",
-           78,
-           389
-          ],
-          [
-           "1_1",
-           78,
-           390
-          ],
-          [
-           "1_1",
-           79,
-           391
-          ],
-          [
-           "1_1",
-           79,
-           392
-          ],
-          [
-           "1_1",
-           79,
-           394
-          ],
-          [
-           "1_1",
-           79,
-           395
-          ],
-          [
-           "1_1",
-           80,
-           396
-          ],
-          [
-           "1_1",
-           80,
-           397
-          ],
-          [
-           "1_1",
-           80,
-           398
-          ],
-          [
-           "1_1",
-           80,
-           399
-          ],
-          [
-           "1_1",
-           80,
-           400
-          ],
-          [
-           "1_1",
-           81,
-           401
-          ],
-          [
-           "1_1",
-           81,
-           403
-          ],
-          [
-           "1_1",
-           81,
-           404
-          ],
-          [
-           "1_1",
-           82,
-           406
-          ],
-          [
-           "1_1",
-           82,
-           408
-          ],
-          [
-           "1_1",
-           82,
-           409
-          ],
-          [
-           "1_1",
-           82,
-           410
-          ],
-          [
-           "1_1",
-           83,
-           411
-          ],
-          [
-           "1_1",
-           83,
-           412
-          ],
-          [
-           "1_1",
-           83,
-           413
-          ],
-          [
-           "1_1",
-           83,
-           415
-          ],
-          [
-           "1_1",
-           84,
-           416
-          ],
-          [
-           "1_1",
-           84,
-           418
-          ],
-          [
-           "1_1",
-           84,
-           419
-          ],
-          [
-           "1_1",
-           84,
-           420
-          ],
-          [
-           "1_1",
-           85,
-           422
-          ],
-          [
-           "1_1",
-           85,
-           423
-          ],
-          [
-           "1_1",
-           85,
-           424
-          ],
-          [
-           "1_1",
-           85,
-           425
-          ],
-          [
-           "1_1",
-           86,
-           426
-          ],
-          [
-           "1_1",
-           86,
-           428
-          ],
-          [
-           "1_1",
-           86,
-           429
-          ],
-          [
-           "1_1",
-           87,
-           431
-          ],
-          [
-           "1_1",
-           87,
-           432
-          ],
-          [
-           "1_1",
-           87,
-           433
-          ],
-          [
-           "1_1",
-           87,
-           434
-          ],
-          [
-           "1_1",
-           87,
-           435
-          ],
-          [
-           "1_1",
-           88,
-           437
-          ],
-          [
-           "1_1",
-           88,
-           438
-          ],
-          [
-           "1_1",
-           88,
-           439
-          ],
-          [
-           "1_1",
-           88,
-           440
-          ],
-          [
-           "1_1",
-           89,
-           441
-          ],
-          [
-           "1_1",
-           89,
-           442
-          ],
-          [
-           "1_1",
-           89,
-           443
-          ],
-          [
-           "1_1",
-           89,
-           444
-          ],
-          [
-           "1_1",
-           89,
-           445
-          ],
-          [
-           "1_1",
-           90,
-           446
-          ],
-          [
-           "1_1",
-           90,
-           448
-          ],
-          [
-           "1_1",
-           90,
-           449
-          ],
-          [
-           "1_1",
-           91,
-           452
-          ],
-          [
-           "1_1",
-           91,
-           453
-          ],
-          [
-           "1_1",
-           91,
-           454
-          ],
-          [
-           "1_1",
-           91,
-           455
-          ],
-          [
-           "1_1",
-           92,
-           458
-          ],
-          [
-           "1_1",
-           92,
-           459
-          ],
-          [
-           "1_1",
-           92,
-           460
-          ],
-          [
-           "1_1",
-           93,
-           462
-          ],
-          [
-           "1_1",
-           93,
-           464
-          ],
-          [
-           "1_1",
-           93,
-           465
-          ],
-          [
-           "1_1",
-           94,
-           466
-          ],
-          [
-           "1_1",
-           94,
-           467
-          ],
-          [
-           "1_1",
-           94,
-           468
-          ],
-          [
-           "1_1",
-           94,
-           469
-          ],
-          [
-           "1_1",
-           94,
-           470
-          ],
-          [
-           "1_1",
-           95,
-           471
-          ],
-          [
-           "1_1",
-           95,
-           472
-          ],
-          [
-           "1_1",
-           95,
-           473
-          ],
-          [
-           "1_1",
-           95,
-           474
-          ],
-          [
-           "1_1",
-           96,
-           476
-          ],
-          [
-           "1_1",
-           96,
-           478
-          ],
-          [
-           "1_1",
-           96,
-           479
-          ],
-          [
-           "1_1",
-           96,
-           480
-          ],
-          [
-           "1_1",
-           97,
-           481
-          ],
-          [
-           "1_1",
-           97,
-           482
-          ],
-          [
-           "1_1",
-           97,
-           483
-          ],
-          [
-           "1_1",
-           97,
-           484
-          ],
-          [
-           "1_1",
-           97,
-           485
-          ],
-          [
-           "1_1",
-           98,
-           486
-          ],
-          [
-           "1_1",
-           98,
-           488
-          ],
-          [
-           "1_1",
-           98,
-           489
-          ],
-          [
-           "1_1",
-           98,
-           490
-          ],
-          [
-           "1_1",
-           99,
-           491
-          ],
-          [
-           "1_1",
-           99,
-           493
-          ],
-          [
-           "1_1",
-           99,
-           494
-          ],
-          [
-           "1_1",
-           99,
-           495
-          ],
-          [
-           "1_1",
-           100,
-           496
-          ],
-          [
-           "1_1",
-           100,
-           498
-          ],
-          [
-           "1_1",
-           100,
-           499
-          ],
-          [
-           "1_2",
-           1,
-           503
-          ],
-          [
-           "1_2",
-           1,
-           504
-          ],
-          [
-           "1_2",
-           1,
-           505
-          ],
-          [
-           "1_2",
-           2,
-           506
-          ],
-          [
-           "1_2",
-           2,
-           510
-          ],
-          [
-           "1_2",
-           3,
-           513
-          ],
-          [
-           "1_2",
-           3,
-           514
-          ],
-          [
-           "1_2",
-           3,
-           515
-          ],
-          [
-           "1_2",
-           4,
-           516
-          ],
-          [
-           "1_2",
-           4,
-           517
-          ],
-          [
-           "1_2",
-           4,
-           518
-          ],
-          [
-           "1_2",
-           4,
-           519
-          ],
-          [
-           "1_2",
-           4,
-           520
-          ],
-          [
-           "1_2",
-           5,
-           522
-          ],
-          [
-           "1_2",
-           5,
-           524
-          ],
-          [
-           "1_2",
-           5,
-           525
-          ],
-          [
-           "1_2",
-           6,
-           526
-          ],
-          [
-           "1_2",
-           6,
-           527
-          ],
-          [
-           "1_2",
-           6,
-           529
-          ],
-          [
-           "1_2",
-           6,
-           530
-          ],
-          [
-           "1_2",
-           7,
-           532
-          ],
-          [
-           "1_2",
-           7,
-           534
-          ],
-          [
-           "1_2",
-           8,
-           536
-          ],
-          [
-           "1_2",
-           8,
-           539
-          ],
-          [
-           "1_2",
-           8,
-           540
-          ],
-          [
-           "1_2",
-           9,
-           541
-          ],
-          [
-           "1_2",
-           9,
-           542
-          ],
-          [
-           "1_2",
-           9,
-           543
-          ],
-          [
-           "1_2",
-           9,
-           544
-          ],
-          [
-           "1_2",
-           9,
-           545
-          ],
-          [
-           "1_2",
-           10,
-           547
-          ],
-          [
-           "1_2",
-           10,
-           549
-          ],
-          [
-           "1_2",
-           10,
-           550
-          ],
-          [
-           "1_2",
-           11,
-           551
-          ],
-          [
-           "1_2",
-           11,
-           553
-          ],
-          [
-           "1_2",
-           11,
-           554
-          ],
-          [
-           "1_2",
-           12,
-           557
-          ],
-          [
-           "1_2",
-           12,
-           558
-          ],
-          [
-           "1_2",
-           12,
-           559
-          ],
-          [
-           "1_2",
-           12,
-           560
-          ],
-          [
-           "1_2",
-           13,
-           562
-          ],
-          [
-           "1_2",
-           13,
-           564
-          ],
-          [
-           "1_2",
-           13,
-           565
-          ],
-          [
-           "1_2",
-           14,
-           566
-          ],
-          [
-           "1_2",
-           14,
-           568
-          ],
-          [
-           "1_2",
-           14,
-           569
-          ],
-          [
-           "1_2",
-           15,
-           572
-          ],
-          [
-           "1_2",
-           15,
-           574
-          ],
-          [
-           "1_2",
-           15,
-           575
-          ],
-          [
-           "1_2",
-           16,
-           576
-          ],
-          [
-           "1_2",
-           16,
-           577
-          ],
-          [
-           "1_2",
-           16,
-           578
-          ],
-          [
-           "1_2",
-           16,
-           579
-          ],
-          [
-           "1_2",
-           16,
-           580
-          ],
-          [
-           "1_2",
-           17,
-           581
-          ],
-          [
-           "1_2",
-           17,
-           582
-          ],
-          [
-           "1_2",
-           17,
-           583
-          ],
-          [
-           "1_2",
-           17,
-           585
-          ],
-          [
-           "1_2",
-           18,
-           587
-          ],
-          [
-           "1_2",
-           18,
-           588
-          ],
-          [
-           "1_2",
-           18,
-           589
-          ],
-          [
-           "1_2",
-           19,
-           591
-          ],
-          [
-           "1_2",
-           19,
-           594
-          ],
-          [
-           "1_2",
-           20,
-           597
-          ],
-          [
-           "1_2",
-           20,
-           598
-          ],
-          [
-           "1_2",
-           20,
-           600
-          ],
-          [
-           "1_2",
-           21,
-           601
-          ],
-          [
-           "1_2",
-           21,
-           602
-          ],
-          [
-           "1_2",
-           21,
-           603
-          ],
-          [
-           "1_2",
-           21,
-           604
-          ],
-          [
-           "1_2",
-           21,
-           605
-          ],
-          [
-           "1_2",
-           22,
-           606
-          ],
-          [
-           "1_2",
-           22,
-           608
-          ],
-          [
-           "1_2",
-           22,
-           609
-          ],
-          [
-           "1_2",
-           22,
-           610
-          ],
-          [
-           "1_2",
-           23,
-           611
-          ],
-          [
-           "1_2",
-           23,
-           613
-          ],
-          [
-           "1_2",
-           23,
-           614
-          ],
-          [
-           "1_2",
-           23,
-           615
-          ],
-          [
-           "1_2",
-           24,
-           617
-          ],
-          [
-           "1_2",
-           24,
-           618
-          ],
-          [
-           "1_2",
-           24,
-           619
-          ],
-          [
-           "1_2",
-           24,
-           620
-          ],
-          [
-           "1_2",
-           25,
-           621
-          ],
-          [
-           "1_2",
-           25,
-           622
-          ],
-          [
-           "1_2",
-           25,
-           623
-          ],
-          [
-           "1_2",
-           25,
-           624
-          ],
-          [
-           "1_2",
-           25,
-           625
-          ],
-          [
-           "1_2",
-           26,
-           626
-          ],
-          [
-           "1_2",
-           26,
-           627
-          ],
-          [
-           "1_2",
-           26,
-           628
-          ],
-          [
-           "1_2",
-           26,
-           629
-          ],
-          [
-           "1_2",
-           26,
-           630
-          ],
-          [
-           "1_2",
-           27,
-           631
-          ],
-          [
-           "1_2",
-           27,
-           632
-          ],
-          [
-           "1_2",
-           27,
-           633
-          ],
-          [
-           "1_2",
-           27,
-           635
-          ],
-          [
-           "1_2",
-           28,
-           636
-          ],
-          [
-           "1_2",
-           28,
-           637
-          ],
-          [
-           "1_2",
-           28,
-           638
-          ],
-          [
-           "1_2",
-           28,
-           640
-          ],
-          [
-           "1_2",
-           29,
-           641
-          ],
-          [
-           "1_2",
-           29,
-           642
-          ],
-          [
-           "1_2",
-           29,
-           644
-          ],
-          [
-           "1_2",
-           29,
-           645
-          ],
-          [
-           "1_2",
-           30,
-           647
-          ],
-          [
-           "1_2",
-           31,
-           654
-          ],
-          [
-           "1_2",
-           32,
-           657
-          ],
-          [
-           "1_2",
-           32,
-           658
-          ],
-          [
-           "1_2",
-           32,
-           659
-          ],
-          [
-           "1_2",
-           32,
-           660
-          ],
-          [
-           "1_2",
-           33,
-           661
-          ],
-          [
-           "1_2",
-           33,
-           662
-          ],
-          [
-           "1_2",
-           33,
-           664
-          ],
-          [
-           "1_2",
-           33,
-           665
-          ],
-          [
-           "1_2",
-           34,
-           667
-          ],
-          [
-           "1_2",
-           34,
-           668
-          ],
-          [
-           "1_2",
-           34,
-           669
-          ],
-          [
-           "1_2",
-           34,
-           670
-          ],
-          [
-           "1_2",
-           35,
-           671
-          ],
-          [
-           "1_2",
-           35,
-           672
-          ],
-          [
-           "1_2",
-           35,
-           674
-          ],
-          [
-           "1_2",
-           36,
-           676
-          ],
-          [
-           "1_2",
-           36,
-           678
-          ],
-          [
-           "1_2",
-           36,
-           679
-          ],
-          [
-           "1_2",
-           37,
-           681
-          ],
-          [
-           "1_2",
-           37,
-           682
-          ],
-          [
-           "1_2",
-           37,
-           683
-          ],
-          [
-           "1_2",
-           37,
-           684
-          ],
-          [
-           "1_2",
-           37,
-           685
-          ],
-          [
-           "1_2",
-           38,
-           686
-          ],
-          [
-           "1_2",
-           38,
-           687
-          ],
-          [
-           "1_2",
-           38,
-           688
-          ],
-          [
-           "1_2",
-           38,
-           689
-          ],
-          [
-           "1_2",
-           38,
-           690
-          ],
-          [
-           "1_2",
-           39,
-           692
-          ],
-          [
-           "1_2",
-           39,
-           693
-          ],
-          [
-           "1_2",
-           39,
-           694
-          ],
-          [
-           "1_2",
-           39,
-           695
-          ],
-          [
-           "1_2",
-           40,
-           698
-          ],
-          [
-           "1_2",
-           40,
-           699
-          ],
-          [
-           "1_2",
-           40,
-           700
-          ],
-          [
-           "1_2",
-           41,
-           702
-          ],
-          [
-           "1_2",
-           41,
-           703
-          ],
-          [
-           "1_2",
-           42,
-           706
-          ],
-          [
-           "1_2",
-           42,
-           707
-          ],
-          [
-           "1_2",
-           42,
-           708
-          ],
-          [
-           "1_2",
-           42,
-           710
-          ],
-          [
-           "1_2",
-           43,
-           711
-          ],
-          [
-           "1_2",
-           43,
-           715
-          ],
-          [
-           "1_2",
-           44,
-           717
-          ],
-          [
-           "1_2",
-           44,
-           718
-          ],
-          [
-           "1_2",
-           44,
-           719
-          ],
-          [
-           "1_2",
-           45,
-           722
-          ],
-          [
-           "1_2",
-           45,
-           723
-          ],
-          [
-           "1_2",
-           45,
-           724
-          ],
-          [
-           "1_2",
-           45,
-           725
-          ],
-          [
-           "1_2",
-           46,
-           726
-          ],
-          [
-           "1_2",
-           46,
-           727
-          ],
-          [
-           "1_2",
-           46,
-           728
-          ],
-          [
-           "1_2",
-           46,
-           729
-          ],
-          [
-           "1_2",
-           46,
-           730
-          ],
-          [
-           "1_2",
-           47,
-           731
-          ],
-          [
-           "1_2",
-           47,
-           733
-          ],
-          [
-           "1_2",
-           47,
-           734
-          ],
-          [
-           "1_2",
-           47,
-           735
-          ],
-          [
-           "1_2",
-           48,
-           736
-          ],
-          [
-           "1_2",
-           48,
-           737
-          ],
-          [
-           "1_2",
-           48,
-           738
-          ],
-          [
-           "1_2",
-           48,
-           739
-          ],
-          [
-           "1_2",
-           48,
-           740
-          ],
-          [
-           "1_2",
-           49,
-           741
-          ],
-          [
-           "1_2",
-           49,
-           742
-          ],
-          [
-           "1_2",
-           49,
-           743
-          ],
-          [
-           "1_2",
-           49,
-           744
-          ],
-          [
-           "1_2",
-           50,
-           746
-          ],
-          [
-           "1_2",
-           50,
-           747
-          ],
-          [
-           "1_2",
-           50,
-           749
-          ],
-          [
-           "1_2",
-           51,
-           751
-          ],
-          [
-           "1_2",
-           51,
-           752
-          ],
-          [
-           "1_2",
-           51,
-           753
-          ],
-          [
-           "1_2",
-           51,
-           754
-          ],
-          [
-           "1_2",
-           51,
-           755
-          ],
-          [
-           "1_2",
-           52,
-           756
-          ],
-          [
-           "1_2",
-           52,
-           757
-          ],
-          [
-           "1_2",
-           52,
-           758
-          ],
-          [
-           "1_2",
-           52,
-           759
-          ],
-          [
-           "1_2",
-           52,
-           760
-          ],
-          [
-           "1_2",
-           53,
-           761
-          ],
-          [
-           "1_2",
-           53,
-           762
-          ],
-          [
-           "1_2",
-           53,
-           763
-          ],
-          [
-           "1_2",
-           53,
-           764
-          ],
-          [
-           "1_2",
-           54,
-           767
-          ],
-          [
-           "1_2",
-           54,
-           769
-          ],
-          [
-           "1_2",
-           54,
-           770
-          ],
-          [
-           "1_2",
-           55,
-           771
-          ],
-          [
-           "1_2",
-           55,
-           772
-          ],
-          [
-           "1_2",
-           55,
-           773
-          ],
-          [
-           "1_2",
-           55,
-           774
-          ],
-          [
-           "1_2",
-           55,
-           775
-          ],
-          [
-           "1_2",
-           56,
-           777
-          ],
-          [
-           "1_2",
-           56,
-           778
-          ],
-          [
-           "1_2",
-           56,
-           779
-          ],
-          [
-           "1_2",
-           56,
-           780
-          ],
-          [
-           "1_2",
-           57,
-           781
-          ],
-          [
-           "1_2",
-           57,
-           782
-          ],
-          [
-           "1_2",
-           57,
-           783
-          ],
-          [
-           "1_2",
-           57,
-           784
-          ],
-          [
-           "1_2",
-           57,
-           785
-          ],
-          [
-           "1_2",
-           58,
-           786
-          ],
-          [
-           "1_2",
-           58,
-           787
-          ],
-          [
-           "1_2",
-           58,
-           788
-          ],
-          [
-           "1_2",
-           58,
-           789
-          ],
-          [
-           "1_2",
-           58,
-           790
-          ],
-          [
-           "1_2",
-           59,
-           792
-          ],
-          [
-           "1_2",
-           59,
-           793
-          ],
-          [
-           "1_2",
-           59,
-           794
-          ],
-          [
-           "1_2",
-           59,
-           795
-          ],
-          [
-           "1_2",
-           60,
-           796
-          ],
-          [
-           "1_2",
-           60,
-           797
-          ],
-          [
-           "1_2",
-           60,
-           798
-          ],
-          [
-           "1_2",
-           60,
-           799
-          ],
-          [
-           "1_2",
-           60,
-           800
-          ],
-          [
-           "1_2",
-           61,
-           801
-          ],
-          [
-           "1_2",
-           61,
-           802
-          ],
-          [
-           "1_2",
-           61,
-           803
-          ],
-          [
-           "1_2",
-           61,
-           804
-          ],
-          [
-           "1_2",
-           61,
-           805
-          ],
-          [
-           "1_2",
-           62,
-           806
-          ],
-          [
-           "1_2",
-           62,
-           807
-          ],
-          [
-           "1_2",
-           62,
-           808
-          ],
-          [
-           "1_2",
-           62,
-           809
-          ],
-          [
-           "1_2",
-           62,
-           810
-          ],
-          [
-           "1_2",
-           63,
-           811
-          ],
-          [
-           "1_2",
-           63,
-           812
-          ],
-          [
-           "1_2",
-           63,
-           813
-          ],
-          [
-           "1_2",
-           63,
-           814
-          ],
-          [
-           "1_2",
-           63,
-           815
-          ],
-          [
-           "1_2",
-           64,
-           816
-          ],
-          [
-           "1_2",
-           64,
-           818
-          ],
-          [
-           "1_2",
-           64,
-           819
-          ],
-          [
-           "1_2",
-           64,
-           820
-          ],
-          [
-           "1_2",
-           65,
-           821
-          ],
-          [
-           "1_2",
-           65,
-           822
-          ],
-          [
-           "1_2",
-           65,
-           823
-          ],
-          [
-           "1_2",
-           65,
-           824
-          ],
-          [
-           "1_2",
-           65,
-           825
-          ],
-          [
-           "1_2",
-           66,
-           826
-          ],
-          [
-           "1_2",
-           66,
-           828
-          ],
-          [
-           "1_2",
-           66,
-           829
-          ],
-          [
-           "1_2",
-           67,
-           831
-          ],
-          [
-           "1_2",
-           67,
-           832
-          ],
-          [
-           "1_2",
-           67,
-           833
-          ],
-          [
-           "1_2",
-           67,
-           834
-          ],
-          [
-           "1_2",
-           67,
-           835
-          ],
-          [
-           "1_2",
-           68,
-           836
-          ],
-          [
-           "1_2",
-           68,
-           837
-          ],
-          [
-           "1_2",
-           68,
-           838
-          ],
-          [
-           "1_2",
-           68,
-           840
-          ],
-          [
-           "1_2",
-           69,
-           841
-          ],
-          [
-           "1_2",
-           69,
-           843
-          ],
-          [
-           "1_2",
-           69,
-           844
-          ],
-          [
-           "1_2",
-           69,
-           845
-          ],
-          [
-           "1_2",
-           70,
-           848
-          ],
-          [
-           "1_2",
-           70,
-           849
-          ],
-          [
-           "1_2",
-           71,
-           851
-          ],
-          [
-           "1_2",
-           71,
-           852
-          ],
-          [
-           "1_2",
-           71,
-           853
-          ],
-          [
-           "1_2",
-           71,
-           854
-          ],
-          [
-           "1_2",
-           72,
-           856
-          ],
-          [
-           "1_2",
-           72,
-           857
-          ],
-          [
-           "1_2",
-           72,
-           858
-          ],
-          [
-           "1_2",
-           72,
-           859
-          ],
-          [
-           "1_2",
-           72,
-           860
-          ],
-          [
-           "1_2",
-           73,
-           862
-          ],
-          [
-           "1_2",
-           73,
-           863
-          ],
-          [
-           "1_2",
-           73,
-           864
-          ],
-          [
-           "1_2",
-           74,
-           866
-          ],
-          [
-           "1_2",
-           74,
-           867
-          ],
-          [
-           "1_2",
-           74,
-           868
-          ],
-          [
-           "1_2",
-           74,
-           869
-          ],
-          [
-           "1_2",
-           74,
-           870
-          ],
-          [
-           "1_2",
-           75,
-           871
-          ],
-          [
-           "1_2",
-           75,
-           872
-          ],
-          [
-           "1_2",
-           75,
-           873
-          ],
-          [
-           "1_2",
-           76,
-           876
-          ],
-          [
-           "1_2",
-           76,
-           877
-          ],
-          [
-           "1_2",
-           76,
-           878
-          ],
-          [
-           "1_2",
-           76,
-           879
-          ],
-          [
-           "1_2",
-           76,
-           880
-          ],
-          [
-           "1_2",
-           77,
-           881
-          ],
-          [
-           "1_2",
-           77,
-           882
-          ],
-          [
-           "1_2",
-           77,
-           883
-          ],
-          [
-           "1_2",
-           77,
-           884
-          ],
-          [
-           "1_2",
-           77,
-           885
-          ],
-          [
-           "1_2",
-           78,
-           886
-          ],
-          [
-           "1_2",
-           78,
-           887
-          ],
-          [
-           "1_2",
-           78,
-           888
-          ],
-          [
-           "1_2",
-           78,
-           889
-          ],
-          [
-           "1_2",
-           78,
-           890
-          ],
-          [
-           "1_2",
-           79,
-           891
-          ],
-          [
-           "1_2",
-           79,
-           894
-          ],
-          [
-           "1_2",
-           79,
-           895
-          ],
-          [
-           "1_2",
-           80,
-           896
-          ],
-          [
-           "1_2",
-           80,
-           898
-          ],
-          [
-           "1_2",
-           81,
-           902
-          ],
-          [
-           "1_2",
-           81,
-           903
-          ],
-          [
-           "1_2",
-           81,
-           904
-          ],
-          [
-           "1_2",
-           81,
-           905
-          ],
-          [
-           "1_2",
-           82,
-           907
-          ],
-          [
-           "1_2",
-           83,
-           911
-          ],
-          [
-           "1_2",
-           83,
-           912
-          ],
-          [
-           "1_2",
-           83,
-           915
-          ],
-          [
-           "1_2",
-           84,
-           916
-          ],
-          [
-           "1_2",
-           84,
-           917
-          ],
-          [
-           "1_2",
-           84,
-           918
-          ],
-          [
-           "1_2",
-           84,
-           919
-          ],
-          [
-           "1_2",
-           84,
-           920
-          ],
-          [
-           "1_2",
-           85,
-           921
-          ],
-          [
-           "1_2",
-           85,
-           923
-          ],
-          [
-           "1_2",
-           85,
-           925
-          ],
-          [
-           "1_2",
-           86,
-           926
-          ],
-          [
-           "1_2",
-           86,
-           927
-          ],
-          [
-           "1_2",
-           86,
-           928
-          ],
-          [
-           "1_2",
-           86,
-           929
-          ],
-          [
-           "1_2",
-           87,
-           931
-          ],
-          [
-           "1_2",
-           87,
-           933
-          ],
-          [
-           "1_2",
-           87,
-           934
-          ],
-          [
-           "1_2",
-           87,
-           935
-          ],
-          [
-           "1_2",
-           88,
-           936
-          ],
-          [
-           "1_2",
-           88,
-           937
-          ],
-          [
-           "1_2",
-           88,
-           938
-          ],
-          [
-           "1_2",
-           88,
-           939
-          ],
-          [
-           "1_2",
-           88,
-           940
-          ],
-          [
-           "1_2",
-           89,
-           943
-          ],
-          [
-           "1_2",
-           89,
-           944
-          ],
-          [
-           "1_2",
-           89,
-           945
-          ],
-          [
-           "1_2",
-           90,
-           946
-          ],
-          [
-           "1_2",
-           90,
-           947
-          ],
-          [
-           "1_2",
-           90,
-           948
-          ],
-          [
-           "1_2",
-           90,
-           950
-          ],
-          [
-           "1_2",
-           91,
-           951
-          ],
-          [
-           "1_2",
-           91,
-           952
-          ],
-          [
-           "1_2",
-           91,
-           955
-          ],
-          [
-           "1_2",
-           92,
-           959
-          ],
-          [
-           "1_2",
-           92,
-           960
-          ],
-          [
-           "1_2",
-           93,
-           961
-          ],
-          [
-           "1_2",
-           93,
-           963
-          ],
-          [
-           "1_2",
-           93,
-           964
-          ],
-          [
-           "1_2",
-           93,
-           965
-          ],
-          [
-           "1_2",
-           94,
-           967
-          ],
-          [
-           "1_2",
-           94,
-           969
-          ],
-          [
-           "1_2",
-           94,
-           970
-          ],
-          [
-           "1_2",
-           95,
-           971
-          ],
-          [
-           "1_2",
-           95,
-           972
-          ],
-          [
-           "1_2",
-           95,
-           973
-          ],
-          [
-           "1_2",
-           95,
-           974
-          ],
-          [
-           "1_2",
-           95,
-           975
-          ],
-          [
-           "1_2",
-           96,
-           976
-          ],
-          [
-           "1_2",
-           96,
-           977
-          ],
-          [
-           "1_2",
-           96,
-           978
-          ],
-          [
-           "1_2",
-           96,
-           979
-          ],
-          [
-           "1_2",
-           97,
-           981
-          ],
-          [
-           "1_2",
-           97,
-           983
-          ],
-          [
-           "1_2",
-           97,
-           984
-          ],
-          [
-           "1_2",
-           97,
-           985
-          ],
-          [
-           "1_2",
-           98,
-           986
-          ],
-          [
-           "1_2",
-           98,
-           987
-          ],
-          [
-           "1_2",
-           98,
-           988
-          ],
-          [
-           "1_2",
-           98,
-           989
-          ],
-          [
-           "1_2",
-           98,
-           990
-          ],
-          [
-           "1_2",
-           99,
-           992
-          ],
-          [
-           "1_2",
-           99,
-           993
-          ],
-          [
-           "1_2",
-           99,
-           994
-          ],
-          [
-           "1_2",
-           99,
-           995
-          ],
-          [
-           "1_2",
-           100,
-           996
-          ],
-          [
-           "1_2",
-           100,
-           997
-          ],
-          [
-           "1_2",
-           100,
-           998
-          ],
-          [
-           "1_2",
-           100,
-           999
-          ],
-          [
-           "1_2",
-           100,
-           1000
-          ],
-          [
-           "2_1",
-           1,
-           1002
-          ],
-          [
-           "2_1",
-           1,
-           1003
-          ],
-          [
-           "2_1",
-           1,
-           1004
-          ],
-          [
-           "2_1",
-           1,
-           1005
-          ],
-          [
-           "2_1",
-           2,
-           1006
-          ],
-          [
-           "2_1",
-           2,
-           1007
-          ],
-          [
-           "2_1",
-           2,
-           1010
-          ],
-          [
-           "2_1",
-           3,
-           1011
-          ],
-          [
-           "2_1",
-           3,
-           1012
-          ],
-          [
-           "2_1",
-           3,
-           1013
-          ],
-          [
-           "2_1",
-           3,
-           1015
-          ],
-          [
-           "2_1",
-           4,
-           1016
-          ],
-          [
-           "2_1",
-           4,
-           1017
-          ],
-          [
-           "2_1",
-           4,
-           1018
-          ],
-          [
-           "2_1",
-           4,
-           1019
-          ],
-          [
-           "2_1",
-           4,
-           1020
-          ],
-          [
-           "2_1",
-           5,
-           1021
-          ],
-          [
-           "2_1",
-           5,
-           1022
-          ],
-          [
-           "2_1",
-           5,
-           1023
-          ],
-          [
-           "2_1",
-           6,
-           1026
-          ],
-          [
-           "2_1",
-           6,
-           1027
-          ],
-          [
-           "2_1",
-           6,
-           1028
-          ],
-          [
-           "2_1",
-           6,
-           1030
-          ],
-          [
-           "2_1",
-           7,
-           1031
-          ],
-          [
-           "2_1",
-           7,
-           1032
-          ],
-          [
-           "2_1",
-           7,
-           1033
-          ],
-          [
-           "2_1",
-           7,
-           1035
-          ],
-          [
-           "2_1",
-           8,
-           1036
-          ],
-          [
-           "2_1",
-           8,
-           1037
-          ],
-          [
-           "2_1",
-           8,
-           1038
-          ],
-          [
-           "2_1",
-           8,
-           1039
-          ],
-          [
-           "2_1",
-           9,
-           1042
-          ],
-          [
-           "2_1",
-           9,
-           1044
-          ],
-          [
-           "2_1",
-           9,
-           1045
-          ],
-          [
-           "2_1",
-           10,
-           1047
-          ],
-          [
-           "2_1",
-           10,
-           1049
-          ],
-          [
-           "2_1",
-           10,
-           1050
-          ],
-          [
-           "2_1",
-           11,
-           1051
-          ],
-          [
-           "2_1",
-           11,
-           1052
-          ],
-          [
-           "2_1",
-           11,
-           1053
-          ],
-          [
-           "2_1",
-           11,
-           1054
-          ],
-          [
-           "2_1",
-           11,
-           1055
-          ],
-          [
-           "2_1",
-           12,
-           1057
-          ],
-          [
-           "2_1",
-           12,
-           1058
-          ],
-          [
-           "2_1",
-           12,
-           1059
-          ],
-          [
-           "2_1",
-           12,
-           1060
-          ],
-          [
-           "2_1",
-           13,
-           1061
-          ],
-          [
-           "2_1",
-           13,
-           1062
-          ],
-          [
-           "2_1",
-           13,
-           1063
-          ],
-          [
-           "2_1",
-           14,
-           1066
-          ],
-          [
-           "2_1",
-           14,
-           1067
-          ],
-          [
-           "2_1",
-           14,
-           1068
-          ],
-          [
-           "2_1",
-           14,
-           1070
-          ],
-          [
-           "2_1",
-           15,
-           1071
-          ],
-          [
-           "2_1",
-           15,
-           1073
-          ],
-          [
-           "2_1",
-           15,
-           1074
-          ],
-          [
-           "2_1",
-           15,
-           1075
-          ],
-          [
-           "2_1",
-           16,
-           1076
-          ],
-          [
-           "2_1",
-           16,
-           1077
-          ],
-          [
-           "2_1",
-           16,
-           1078
-          ],
-          [
-           "2_1",
-           16,
-           1079
-          ],
-          [
-           "2_1",
-           17,
-           1083
-          ],
-          [
-           "2_1",
-           17,
-           1084
-          ],
-          [
-           "2_1",
-           17,
-           1085
-          ],
-          [
-           "2_1",
-           18,
-           1087
-          ],
-          [
-           "2_1",
-           18,
-           1089
-          ],
-          [
-           "2_1",
-           18,
-           1090
-          ],
-          [
-           "2_1",
-           19,
-           1092
-          ],
-          [
-           "2_1",
-           19,
-           1093
-          ],
-          [
-           "2_1",
-           19,
-           1094
-          ],
-          [
-           "2_1",
-           19,
-           1095
-          ],
-          [
-           "2_1",
-           20,
-           1096
-          ],
-          [
-           "2_1",
-           20,
-           1097
-          ],
-          [
-           "2_1",
-           20,
-           1098
-          ],
-          [
-           "2_1",
-           20,
-           1099
-          ],
-          [
-           "2_1",
-           20,
-           1100
-          ],
-          [
-           "2_1",
-           21,
-           1101
-          ],
-          [
-           "2_1",
-           21,
-           1103
-          ],
-          [
-           "2_1",
-           21,
-           1104
-          ],
-          [
-           "2_1",
-           21,
-           1105
-          ],
-          [
-           "2_1",
-           22,
-           1106
-          ],
-          [
-           "2_1",
-           22,
-           1108
-          ],
-          [
-           "2_1",
-           22,
-           1109
-          ],
-          [
-           "2_1",
-           22,
-           1110
-          ],
-          [
-           "2_1",
-           23,
-           1111
-          ],
-          [
-           "2_1",
-           23,
-           1113
-          ],
-          [
-           "2_1",
-           23,
-           1115
-          ],
-          [
-           "2_1",
-           24,
-           1116
-          ],
-          [
-           "2_1",
-           24,
-           1117
-          ],
-          [
-           "2_1",
-           24,
-           1118
-          ],
-          [
-           "2_1",
-           24,
-           1119
-          ],
-          [
-           "2_1",
-           24,
-           1120
-          ],
-          [
-           "2_1",
-           25,
-           1121
-          ],
-          [
-           "2_1",
-           25,
-           1122
-          ],
-          [
-           "2_1",
-           25,
-           1123
-          ],
-          [
-           "2_1",
-           25,
-           1124
-          ],
-          [
-           "2_1",
-           26,
-           1127
-          ],
-          [
-           "2_1",
-           26,
-           1128
-          ],
-          [
-           "2_1",
-           26,
-           1129
-          ],
-          [
-           "2_1",
-           26,
-           1130
-          ],
-          [
-           "2_1",
-           27,
-           1131
-          ],
-          [
-           "2_1",
-           27,
-           1132
-          ],
-          [
-           "2_1",
-           27,
-           1133
-          ],
-          [
-           "2_1",
-           27,
-           1134
-          ],
-          [
-           "2_1",
-           27,
-           1135
-          ],
-          [
-           "2_1",
-           28,
-           1136
-          ],
-          [
-           "2_1",
-           28,
-           1137
-          ],
-          [
-           "2_1",
-           28,
-           1138
-          ],
-          [
-           "2_1",
-           28,
-           1140
-          ],
-          [
-           "2_1",
-           29,
-           1141
-          ],
-          [
-           "2_1",
-           29,
-           1142
-          ],
-          [
-           "2_1",
-           29,
-           1143
-          ],
-          [
-           "2_1",
-           29,
-           1144
-          ],
-          [
-           "2_1",
-           29,
-           1145
-          ],
-          [
-           "2_1",
-           30,
-           1147
-          ],
-          [
-           "2_1",
-           30,
-           1148
-          ],
-          [
-           "2_1",
-           30,
-           1149
-          ],
-          [
-           "2_1",
-           30,
-           1150
-          ],
-          [
-           "2_1",
-           31,
-           1151
-          ],
-          [
-           "2_1",
-           31,
-           1152
-          ],
-          [
-           "2_1",
-           31,
-           1153
-          ],
-          [
-           "2_1",
-           31,
-           1155
-          ],
-          [
-           "2_1",
-           32,
-           1157
-          ],
-          [
-           "2_1",
-           32,
-           1158
-          ],
-          [
-           "2_1",
-           32,
-           1159
-          ],
-          [
-           "2_1",
-           33,
-           1161
-          ],
-          [
-           "2_1",
-           33,
-           1162
-          ],
-          [
-           "2_1",
-           33,
-           1163
-          ],
-          [
-           "2_1",
-           33,
-           1164
-          ],
-          [
-           "2_1",
-           34,
-           1166
-          ],
-          [
-           "2_1",
-           34,
-           1167
-          ],
-          [
-           "2_1",
-           34,
-           1169
-          ],
-          [
-           "2_1",
-           35,
-           1171
-          ],
-          [
-           "2_1",
-           35,
-           1172
-          ],
-          [
-           "2_1",
-           35,
-           1173
-          ],
-          [
-           "2_1",
-           35,
-           1174
-          ],
-          [
-           "2_1",
-           35,
-           1175
-          ],
-          [
-           "2_1",
-           36,
-           1176
-          ],
-          [
-           "2_1",
-           36,
-           1177
-          ],
-          [
-           "2_1",
-           36,
-           1178
-          ],
-          [
-           "2_1",
-           36,
-           1179
-          ],
-          [
-           "2_1",
-           36,
-           1180
-          ],
-          [
-           "2_1",
-           37,
-           1181
-          ],
-          [
-           "2_1",
-           37,
-           1182
-          ],
-          [
-           "2_1",
-           37,
-           1184
-          ],
-          [
-           "2_1",
-           37,
-           1185
-          ],
-          [
-           "2_1",
-           38,
-           1186
-          ],
-          [
-           "2_1",
-           38,
-           1187
-          ],
-          [
-           "2_1",
-           38,
-           1188
-          ],
-          [
-           "2_1",
-           38,
-           1189
-          ],
-          [
-           "2_1",
-           39,
-           1192
-          ],
-          [
-           "2_1",
-           39,
-           1193
-          ],
-          [
-           "2_1",
-           39,
-           1195
-          ],
-          [
-           "2_1",
-           40,
-           1196
-          ],
-          [
-           "2_1",
-           40,
-           1198
-          ],
-          [
-           "2_1",
-           40,
-           1199
-          ],
-          [
-           "2_1",
-           41,
-           1201
-          ],
-          [
-           "2_1",
-           41,
-           1202
-          ],
-          [
-           "2_1",
-           41,
-           1203
-          ],
-          [
-           "2_1",
-           41,
-           1204
-          ],
-          [
-           "2_1",
-           41,
-           1205
-          ],
-          [
-           "2_1",
-           42,
-           1206
-          ],
-          [
-           "2_1",
-           42,
-           1207
-          ],
-          [
-           "2_1",
-           42,
-           1208
-          ],
-          [
-           "2_1",
-           42,
-           1209
-          ],
-          [
-           "2_1",
-           43,
-           1213
-          ],
-          [
-           "2_1",
-           43,
-           1214
-          ],
-          [
-           "2_1",
-           43,
-           1215
-          ],
-          [
-           "2_1",
-           44,
-           1216
-          ],
-          [
-           "2_1",
-           44,
-           1217
-          ],
-          [
-           "2_1",
-           44,
-           1218
-          ],
-          [
-           "2_1",
-           44,
-           1219
-          ],
-          [
-           "2_1",
-           44,
-           1220
-          ],
-          [
-           "2_1",
-           45,
-           1222
-          ],
-          [
-           "2_1",
-           45,
-           1223
-          ],
-          [
-           "2_1",
-           45,
-           1224
-          ],
-          [
-           "2_1",
-           45,
-           1225
-          ],
-          [
-           "2_1",
-           46,
-           1228
-          ],
-          [
-           "2_1",
-           46,
-           1229
-          ],
-          [
-           "2_1",
-           46,
-           1230
-          ],
-          [
-           "2_1",
-           47,
-           1231
-          ],
-          [
-           "2_1",
-           47,
-           1232
-          ],
-          [
-           "2_1",
-           47,
-           1233
-          ],
-          [
-           "2_1",
-           47,
-           1234
-          ],
-          [
-           "2_1",
-           47,
-           1235
-          ],
-          [
-           "2_1",
-           48,
-           1237
-          ],
-          [
-           "2_1",
-           48,
-           1238
-          ],
-          [
-           "2_1",
-           48,
-           1239
-          ],
-          [
-           "2_1",
-           49,
-           1241
-          ],
-          [
-           "2_1",
-           49,
-           1242
-          ],
-          [
-           "2_1",
-           49,
-           1243
-          ],
-          [
-           "2_1",
-           49,
-           1244
-          ],
-          [
-           "2_1",
-           49,
-           1245
-          ],
-          [
-           "2_1",
-           50,
-           1246
-          ],
-          [
-           "2_1",
-           50,
-           1247
-          ],
-          [
-           "2_1",
-           50,
-           1248
-          ],
-          [
-           "2_1",
-           50,
-           1249
-          ],
-          [
-           "2_1",
-           50,
-           1250
-          ],
-          [
-           "2_1",
-           51,
-           1251
-          ],
-          [
-           "2_1",
-           51,
-           1252
-          ],
-          [
-           "2_1",
-           51,
-           1253
-          ],
-          [
-           "2_1",
-           51,
-           1255
-          ],
-          [
-           "2_1",
-           52,
-           1256
-          ],
-          [
-           "2_1",
-           52,
-           1257
-          ],
-          [
-           "2_1",
-           52,
-           1258
-          ],
-          [
-           "2_1",
-           52,
-           1260
-          ],
-          [
-           "2_1",
-           53,
-           1261
-          ],
-          [
-           "2_1",
-           53,
-           1262
-          ],
-          [
-           "2_1",
-           53,
-           1263
-          ],
-          [
-           "2_1",
-           54,
-           1266
-          ],
-          [
-           "2_1",
-           54,
-           1267
-          ],
-          [
-           "2_1",
-           54,
-           1268
-          ],
-          [
-           "2_1",
-           54,
-           1269
-          ],
-          [
-           "2_1",
-           54,
-           1270
-          ],
-          [
-           "2_1",
-           55,
-           1271
-          ],
-          [
-           "2_1",
-           55,
-           1273
-          ],
-          [
-           "2_1",
-           55,
-           1274
-          ],
-          [
-           "2_1",
-           56,
-           1277
-          ],
-          [
-           "2_1",
-           56,
-           1278
-          ],
-          [
-           "2_1",
-           57,
-           1281
-          ],
-          [
-           "2_1",
-           57,
-           1282
-          ],
-          [
-           "2_1",
-           57,
-           1283
-          ],
-          [
-           "2_1",
-           57,
-           1285
-          ],
-          [
-           "2_1",
-           58,
-           1286
-          ],
-          [
-           "2_1",
-           58,
-           1288
-          ],
-          [
-           "2_1",
-           58,
-           1289
-          ],
-          [
-           "2_1",
-           58,
-           1290
-          ],
-          [
-           "2_1",
-           59,
-           1291
-          ],
-          [
-           "2_1",
-           59,
-           1292
-          ],
-          [
-           "2_1",
-           59,
-           1293
-          ],
-          [
-           "2_1",
-           59,
-           1294
-          ],
-          [
-           "2_1",
-           59,
-           1295
-          ],
-          [
-           "2_1",
-           60,
-           1296
-          ],
-          [
-           "2_1",
-           60,
-           1297
-          ],
-          [
-           "2_1",
-           60,
-           1298
-          ],
-          [
-           "2_1",
-           60,
-           1299
-          ],
-          [
-           "2_1",
-           60,
-           1300
-          ],
-          [
-           "2_1",
-           61,
-           1301
-          ],
-          [
-           "2_1",
-           61,
-           1302
-          ],
-          [
-           "2_1",
-           61,
-           1303
-          ],
-          [
-           "2_1",
-           61,
-           1304
-          ],
-          [
-           "2_1",
-           61,
-           1305
-          ],
-          [
-           "2_1",
-           62,
-           1306
-          ],
-          [
-           "2_1",
-           62,
-           1307
-          ],
-          [
-           "2_1",
-           62,
-           1308
-          ],
-          [
-           "2_1",
-           62,
-           1309
-          ],
-          [
-           "2_1",
-           62,
-           1310
-          ],
-          [
-           "2_1",
-           63,
-           1311
-          ],
-          [
-           "2_1",
-           63,
-           1313
-          ],
-          [
-           "2_1",
-           63,
-           1315
-          ],
-          [
-           "2_1",
-           64,
-           1316
-          ],
-          [
-           "2_1",
-           64,
-           1317
-          ],
-          [
-           "2_1",
-           64,
-           1318
-          ],
-          [
-           "2_1",
-           64,
-           1320
-          ],
-          [
-           "2_1",
-           65,
-           1322
-          ],
-          [
-           "2_1",
-           65,
-           1323
-          ],
-          [
-           "2_1",
-           65,
-           1324
-          ],
-          [
-           "2_1",
-           65,
-           1325
-          ],
-          [
-           "2_1",
-           66,
-           1328
-          ],
-          [
-           "2_1",
-           66,
-           1329
-          ],
-          [
-           "2_1",
-           67,
-           1331
-          ],
-          [
-           "2_1",
-           67,
-           1332
-          ],
-          [
-           "2_1",
-           67,
-           1333
-          ],
-          [
-           "2_1",
-           67,
-           1335
-          ],
-          [
-           "2_1",
-           68,
-           1336
-          ],
-          [
-           "2_1",
-           68,
-           1337
-          ],
-          [
-           "2_1",
-           68,
-           1339
-          ],
-          [
-           "2_1",
-           69,
-           1341
-          ],
-          [
-           "2_1",
-           69,
-           1342
-          ],
-          [
-           "2_1",
-           69,
-           1345
-          ],
-          [
-           "2_1",
-           70,
-           1346
-          ],
-          [
-           "2_1",
-           70,
-           1349
-          ],
-          [
-           "2_1",
-           70,
-           1350
-          ],
-          [
-           "2_1",
-           71,
-           1351
-          ],
-          [
-           "2_1",
-           71,
-           1353
-          ],
-          [
-           "2_1",
-           72,
-           1356
-          ],
-          [
-           "2_1",
-           72,
-           1357
-          ],
-          [
-           "2_1",
-           72,
-           1360
-          ],
-          [
-           "2_1",
-           73,
-           1361
-          ],
-          [
-           "2_1",
-           73,
-           1362
-          ],
-          [
-           "2_1",
-           73,
-           1363
-          ],
-          [
-           "2_1",
-           73,
-           1364
-          ],
-          [
-           "2_1",
-           73,
-           1365
-          ],
-          [
-           "2_1",
-           74,
-           1366
-          ],
-          [
-           "2_1",
-           74,
-           1367
-          ],
-          [
-           "2_1",
-           74,
-           1368
-          ],
-          [
-           "2_1",
-           74,
-           1370
-          ],
-          [
-           "2_1",
-           75,
-           1371
-          ],
-          [
-           "2_1",
-           75,
-           1372
-          ],
-          [
-           "2_1",
-           75,
-           1373
-          ],
-          [
-           "2_1",
-           75,
-           1374
-          ],
-          [
-           "2_1",
-           75,
-           1375
-          ],
-          [
-           "2_1",
-           76,
-           1377
-          ],
-          [
-           "2_1",
-           76,
-           1378
-          ],
-          [
-           "2_1",
-           76,
-           1379
-          ],
-          [
-           "2_1",
-           76,
-           1380
-          ],
-          [
-           "2_1",
-           77,
-           1381
-          ],
-          [
-           "2_1",
-           77,
-           1382
-          ],
-          [
-           "2_1",
-           77,
-           1384
-          ],
-          [
-           "2_1",
-           78,
-           1386
-          ],
-          [
-           "2_1",
-           78,
-           1387
-          ],
-          [
-           "2_1",
-           78,
-           1389
-          ],
-          [
-           "2_1",
-           78,
-           1390
-          ],
-          [
-           "2_1",
-           79,
-           1391
-          ],
-          [
-           "2_1",
-           79,
-           1392
-          ],
-          [
-           "2_1",
-           79,
-           1394
-          ],
-          [
-           "2_1",
-           79,
-           1395
-          ],
-          [
-           "2_1",
-           80,
-           1396
-          ],
-          [
-           "2_1",
-           80,
-           1397
-          ],
-          [
-           "2_1",
-           80,
-           1400
-          ],
-          [
-           "2_1",
-           81,
-           1401
-          ],
-          [
-           "2_1",
-           81,
-           1402
-          ],
-          [
-           "2_1",
-           81,
-           1403
-          ],
-          [
-           "2_1",
-           81,
-           1404
-          ],
-          [
-           "2_1",
-           82,
-           1406
-          ],
-          [
-           "2_1",
-           82,
-           1408
-          ],
-          [
-           "2_1",
-           82,
-           1409
-          ],
-          [
-           "2_1",
-           83,
-           1411
-          ],
-          [
-           "2_1",
-           83,
-           1412
-          ],
-          [
-           "2_1",
-           83,
-           1413
-          ],
-          [
-           "2_1",
-           83,
-           1414
-          ],
-          [
-           "2_1",
-           83,
-           1415
-          ],
-          [
-           "2_1",
-           84,
-           1417
-          ],
-          [
-           "2_1",
-           84,
-           1418
-          ],
-          [
-           "2_1",
-           84,
-           1419
-          ],
-          [
-           "2_1",
-           84,
-           1420
-          ],
-          [
-           "2_1",
-           85,
-           1421
-          ],
-          [
-           "2_1",
-           85,
-           1423
-          ],
-          [
-           "2_1",
-           85,
-           1424
-          ],
-          [
-           "2_1",
-           85,
-           1425
-          ],
-          [
-           "2_1",
-           86,
-           1426
-          ],
-          [
-           "2_1",
-           86,
-           1427
-          ],
-          [
-           "2_1",
-           86,
-           1429
-          ],
-          [
-           "2_1",
-           86,
-           1430
-          ],
-          [
-           "2_1",
-           87,
-           1433
-          ],
-          [
-           "2_1",
-           87,
-           1434
-          ],
-          [
-           "2_1",
-           88,
-           1438
-          ],
-          [
-           "2_1",
-           88,
-           1439
-          ],
-          [
-           "2_1",
-           88,
-           1440
-          ],
-          [
-           "2_1",
-           89,
-           1441
-          ],
-          [
-           "2_1",
-           89,
-           1442
-          ],
-          [
-           "2_1",
-           89,
-           1443
-          ],
-          [
-           "2_1",
-           89,
-           1444
-          ],
-          [
-           "2_1",
-           89,
-           1445
-          ],
-          [
-           "2_1",
-           90,
-           1446
-          ],
-          [
-           "2_1",
-           90,
-           1447
-          ],
-          [
-           "2_1",
-           90,
-           1448
-          ],
-          [
-           "2_1",
-           90,
-           1449
-          ],
-          [
-           "2_1",
-           90,
-           1450
-          ],
-          [
-           "2_1",
-           91,
-           1452
-          ],
-          [
-           "2_1",
-           91,
-           1453
-          ],
-          [
-           "2_1",
-           91,
-           1454
-          ],
-          [
-           "2_1",
-           91,
-           1455
-          ],
-          [
-           "2_1",
-           92,
-           1456
-          ],
-          [
-           "2_1",
-           92,
-           1457
-          ],
-          [
-           "2_1",
-           92,
-           1459
-          ],
-          [
-           "2_1",
-           93,
-           1461
-          ],
-          [
-           "2_1",
-           93,
-           1462
-          ],
-          [
-           "2_1",
-           93,
-           1463
-          ],
-          [
-           "2_1",
-           93,
-           1464
-          ],
-          [
-           "2_1",
-           93,
-           1465
-          ],
-          [
-           "2_1",
-           94,
-           1466
-          ],
-          [
-           "2_1",
-           94,
-           1468
-          ],
-          [
-           "2_1",
-           94,
-           1469
-          ],
-          [
-           "2_1",
-           94,
-           1470
-          ],
-          [
-           "2_1",
-           95,
-           1471
-          ],
-          [
-           "2_1",
-           95,
-           1473
-          ],
-          [
-           "2_1",
-           95,
-           1474
-          ],
-          [
-           "2_1",
-           95,
-           1475
-          ],
-          [
-           "2_1",
-           96,
-           1476
-          ],
-          [
-           "2_1",
-           96,
-           1477
-          ],
-          [
-           "2_1",
-           96,
-           1478
-          ],
-          [
-           "2_1",
-           96,
-           1480
-          ],
-          [
-           "2_1",
-           97,
-           1481
-          ],
-          [
-           "2_1",
-           97,
-           1482
-          ],
-          [
-           "2_1",
-           97,
-           1483
-          ],
-          [
-           "2_1",
-           97,
-           1484
-          ],
-          [
-           "2_1",
-           97,
-           1485
-          ],
-          [
-           "2_1",
-           98,
-           1486
-          ],
-          [
-           "2_1",
-           98,
-           1488
-          ],
-          [
-           "2_1",
-           99,
-           1491
-          ],
-          [
-           "2_1",
-           99,
-           1492
-          ],
-          [
-           "2_1",
-           99,
-           1493
-          ],
-          [
-           "2_1",
-           99,
-           1494
-          ],
-          [
-           "2_1",
-           100,
-           1496
-          ],
-          [
-           "2_1",
-           100,
-           1497
-          ],
-          [
-           "2_1",
-           100,
-           1498
-          ],
-          [
-           "2_1",
-           100,
-           1499
-          ],
-          [
-           "2_1",
-           100,
-           1500
-          ],
-          [
-           "2_2",
-           1,
-           1502
-          ],
-          [
-           "2_2",
-           1,
-           1503
-          ],
-          [
-           "2_2",
-           1,
-           1504
-          ],
-          [
-           "2_2",
-           1,
-           1505
-          ],
-          [
-           "2_2",
-           2,
-           1506
-          ],
-          [
-           "2_2",
-           2,
-           1507
-          ],
-          [
-           "2_2",
-           2,
-           1509
-          ],
-          [
-           "2_2",
-           3,
-           1511
-          ],
-          [
-           "2_2",
-           3,
-           1514
-          ],
-          [
-           "2_2",
-           4,
-           1516
-          ],
-          [
-           "2_2",
-           4,
-           1517
-          ],
-          [
-           "2_2",
-           4,
-           1518
-          ],
-          [
-           "2_2",
-           4,
-           1519
-          ],
-          [
-           "2_2",
-           4,
-           1520
-          ],
-          [
-           "2_2",
-           5,
-           1521
-          ],
-          [
-           "2_2",
-           5,
-           1523
-          ],
-          [
-           "2_2",
-           5,
-           1524
-          ],
-          [
-           "2_2",
-           5,
-           1525
-          ],
-          [
-           "2_2",
-           6,
-           1527
-          ],
-          [
-           "2_2",
-           6,
-           1528
-          ],
-          [
-           "2_2",
-           6,
-           1530
-          ],
-          [
-           "2_2",
-           7,
-           1531
-          ],
-          [
-           "2_2",
-           7,
-           1532
-          ],
-          [
-           "2_2",
-           7,
-           1534
-          ],
-          [
-           "2_2",
-           8,
-           1536
-          ],
-          [
-           "2_2",
-           8,
-           1537
-          ],
-          [
-           "2_2",
-           8,
-           1538
-          ],
-          [
-           "2_2",
-           8,
-           1539
-          ],
-          [
-           "2_2",
-           9,
-           1541
-          ],
-          [
-           "2_2",
-           9,
-           1542
-          ],
-          [
-           "2_2",
-           9,
-           1543
-          ],
-          [
-           "2_2",
-           9,
-           1545
-          ],
-          [
-           "2_2",
-           10,
-           1546
-          ],
-          [
-           "2_2",
-           10,
-           1548
-          ],
-          [
-           "2_2",
-           11,
-           1551
-          ],
-          [
-           "2_2",
-           11,
-           1552
-          ],
-          [
-           "2_2",
-           11,
-           1553
-          ],
-          [
-           "2_2",
-           11,
-           1554
-          ],
-          [
-           "2_2",
-           11,
-           1555
-          ],
-          [
-           "2_2",
-           12,
-           1556
-          ],
-          [
-           "2_2",
-           12,
-           1557
-          ],
-          [
-           "2_2",
-           12,
-           1560
-          ],
-          [
-           "2_2",
-           13,
-           1561
-          ],
-          [
-           "2_2",
-           13,
-           1562
-          ],
-          [
-           "2_2",
-           13,
-           1563
-          ],
-          [
-           "2_2",
-           13,
-           1564
-          ],
-          [
-           "2_2",
-           13,
-           1565
-          ],
-          [
-           "2_2",
-           14,
-           1566
-          ],
-          [
-           "2_2",
-           14,
-           1567
-          ],
-          [
-           "2_2",
-           14,
-           1568
-          ],
-          [
-           "2_2",
-           14,
-           1569
-          ],
-          [
-           "2_2",
-           15,
-           1571
-          ],
-          [
-           "2_2",
-           15,
-           1572
-          ],
-          [
-           "2_2",
-           15,
-           1573
-          ],
-          [
-           "2_2",
-           15,
-           1574
-          ],
-          [
-           "2_2",
-           15,
-           1575
-          ],
-          [
-           "2_2",
-           16,
-           1576
-          ],
-          [
-           "2_2",
-           16,
-           1577
-          ],
-          [
-           "2_2",
-           17,
-           1581
-          ],
-          [
-           "2_2",
-           17,
-           1582
-          ],
-          [
-           "2_2",
-           17,
-           1583
-          ],
-          [
-           "2_2",
-           17,
-           1584
-          ],
-          [
-           "2_2",
-           18,
-           1587
-          ],
-          [
-           "2_2",
-           18,
-           1589
-          ],
-          [
-           "2_2",
-           18,
-           1590
-          ],
-          [
-           "2_2",
-           19,
-           1591
-          ],
-          [
-           "2_2",
-           19,
-           1592
-          ],
-          [
-           "2_2",
-           19,
-           1593
-          ],
-          [
-           "2_2",
-           19,
-           1595
-          ],
-          [
-           "2_2",
-           20,
-           1596
-          ],
-          [
-           "2_2",
-           20,
-           1597
-          ],
-          [
-           "2_2",
-           20,
-           1599
-          ],
-          [
-           "2_2",
-           20,
-           1600
-          ],
-          [
-           "2_2",
-           21,
-           1601
-          ],
-          [
-           "2_2",
-           21,
-           1602
-          ],
-          [
-           "2_2",
-           21,
-           1603
-          ],
-          [
-           "2_2",
-           21,
-           1604
-          ],
-          [
-           "2_2",
-           21,
-           1605
-          ],
-          [
-           "2_2",
-           22,
-           1607
-          ],
-          [
-           "2_2",
-           22,
-           1609
-          ],
-          [
-           "2_2",
-           22,
-           1610
-          ],
-          [
-           "2_2",
-           23,
-           1611
-          ],
-          [
-           "2_2",
-           23,
-           1612
-          ],
-          [
-           "2_2",
-           23,
-           1615
-          ],
-          [
-           "2_2",
-           24,
-           1620
-          ],
-          [
-           "2_2",
-           25,
-           1621
-          ],
-          [
-           "2_2",
-           25,
-           1622
-          ],
-          [
-           "2_2",
-           25,
-           1623
-          ],
-          [
-           "2_2",
-           25,
-           1624
-          ],
-          [
-           "2_2",
-           25,
-           1625
-          ],
-          [
-           "2_2",
-           26,
-           1626
-          ],
-          [
-           "2_2",
-           26,
-           1627
-          ],
-          [
-           "2_2",
-           26,
-           1628
-          ],
-          [
-           "2_2",
-           26,
-           1629
-          ],
-          [
-           "2_2",
-           27,
-           1631
-          ],
-          [
-           "2_2",
-           27,
-           1632
-          ],
-          [
-           "2_2",
-           27,
-           1634
-          ],
-          [
-           "2_2",
-           28,
-           1636
-          ],
-          [
-           "2_2",
-           28,
-           1637
-          ],
-          [
-           "2_2",
-           28,
-           1638
-          ],
-          [
-           "2_2",
-           28,
-           1639
-          ],
-          [
-           "2_2",
-           29,
-           1641
-          ],
-          [
-           "2_2",
-           29,
-           1642
-          ],
-          [
-           "2_2",
-           29,
-           1643
-          ],
-          [
-           "2_2",
-           29,
-           1644
-          ],
-          [
-           "2_2",
-           30,
-           1646
-          ],
-          [
-           "2_2",
-           30,
-           1647
-          ],
-          [
-           "2_2",
-           30,
-           1648
-          ],
-          [
-           "2_2",
-           30,
-           1649
-          ],
-          [
-           "2_2",
-           31,
-           1652
-          ],
-          [
-           "2_2",
-           31,
-           1654
-          ],
-          [
-           "2_2",
-           31,
-           1655
-          ],
-          [
-           "2_2",
-           32,
-           1656
-          ],
-          [
-           "2_2",
-           32,
-           1657
-          ],
-          [
-           "2_2",
-           32,
-           1658
-          ],
-          [
-           "2_2",
-           32,
-           1659
-          ],
-          [
-           "2_2",
-           32,
-           1660
-          ],
-          [
-           "2_2",
-           33,
-           1662
-          ],
-          [
-           "2_2",
-           33,
-           1663
-          ],
-          [
-           "2_2",
-           33,
-           1664
-          ],
-          [
-           "2_2",
-           33,
-           1665
-          ],
-          [
-           "2_2",
-           34,
-           1666
-          ],
-          [
-           "2_2",
-           34,
-           1668
-          ],
-          [
-           "2_2",
-           34,
-           1669
-          ],
-          [
-           "2_2",
-           34,
-           1670
-          ],
-          [
-           "2_2",
-           35,
-           1671
-          ],
-          [
-           "2_2",
-           35,
-           1672
-          ],
-          [
-           "2_2",
-           35,
-           1673
-          ],
-          [
-           "2_2",
-           35,
-           1675
-          ],
-          [
-           "2_2",
-           36,
-           1676
-          ],
-          [
-           "2_2",
-           36,
-           1677
-          ],
-          [
-           "2_2",
-           36,
-           1680
-          ],
-          [
-           "2_2",
-           37,
-           1681
-          ],
-          [
-           "2_2",
-           37,
-           1682
-          ],
-          [
-           "2_2",
-           37,
-           1683
-          ],
-          [
-           "2_2",
-           37,
-           1685
-          ],
-          [
-           "2_2",
-           38,
-           1686
-          ],
-          [
-           "2_2",
-           38,
-           1687
-          ],
-          [
-           "2_2",
-           38,
-           1688
-          ],
-          [
-           "2_2",
-           38,
-           1689
-          ],
-          [
-           "2_2",
-           38,
-           1690
-          ],
-          [
-           "2_2",
-           39,
-           1691
-          ],
-          [
-           "2_2",
-           39,
-           1692
-          ],
-          [
-           "2_2",
-           39,
-           1693
-          ],
-          [
-           "2_2",
-           39,
-           1694
-          ],
-          [
-           "2_2",
-           39,
-           1695
-          ],
-          [
-           "2_2",
-           40,
-           1696
-          ],
-          [
-           "2_2",
-           40,
-           1697
-          ],
-          [
-           "2_2",
-           40,
-           1698
-          ],
-          [
-           "2_2",
-           41,
-           1701
-          ],
-          [
-           "2_2",
-           41,
-           1703
-          ],
-          [
-           "2_2",
-           41,
-           1705
-          ],
-          [
-           "2_2",
-           42,
-           1706
-          ],
-          [
-           "2_2",
-           42,
-           1707
-          ],
-          [
-           "2_2",
-           42,
-           1708
-          ],
-          [
-           "2_2",
-           42,
-           1710
-          ],
-          [
-           "2_2",
-           43,
-           1713
-          ],
-          [
-           "2_2",
-           43,
-           1714
-          ],
-          [
-           "2_2",
-           43,
-           1715
-          ],
-          [
-           "2_2",
-           44,
-           1716
-          ],
-          [
-           "2_2",
-           44,
-           1717
-          ],
-          [
-           "2_2",
-           44,
-           1718
-          ],
-          [
-           "2_2",
-           44,
-           1719
-          ],
-          [
-           "2_2",
-           44,
-           1720
-          ],
-          [
-           "2_2",
-           45,
-           1721
-          ],
-          [
-           "2_2",
-           45,
-           1722
-          ],
-          [
-           "2_2",
-           45,
-           1723
-          ],
-          [
-           "2_2",
-           45,
-           1724
-          ],
-          [
-           "2_2",
-           45,
-           1725
-          ],
-          [
-           "2_2",
-           46,
-           1727
-          ],
-          [
-           "2_2",
-           46,
-           1728
-          ],
-          [
-           "2_2",
-           46,
-           1729
-          ],
-          [
-           "2_2",
-           46,
-           1730
-          ],
-          [
-           "2_2",
-           47,
-           1731
-          ],
-          [
-           "2_2",
-           47,
-           1732
-          ],
-          [
-           "2_2",
-           47,
-           1733
-          ],
-          [
-           "2_2",
-           47,
-           1734
-          ],
-          [
-           "2_2",
-           47,
-           1735
-          ],
-          [
-           "2_2",
-           48,
-           1736
-          ],
-          [
-           "2_2",
-           48,
-           1737
-          ],
-          [
-           "2_2",
-           48,
-           1738
-          ],
-          [
-           "2_2",
-           48,
-           1739
-          ],
-          [
-           "2_2",
-           48,
-           1740
-          ],
-          [
-           "2_2",
-           49,
-           1741
-          ],
-          [
-           "2_2",
-           49,
-           1743
-          ],
-          [
-           "2_2",
-           49,
-           1744
-          ],
-          [
-           "2_2",
-           50,
-           1746
-          ],
-          [
-           "2_2",
-           50,
-           1747
-          ],
-          [
-           "2_2",
-           50,
-           1748
-          ],
-          [
-           "2_2",
-           50,
-           1750
-          ],
-          [
-           "2_2",
-           51,
-           1751
-          ],
-          [
-           "2_2",
-           51,
-           1752
-          ],
-          [
-           "2_2",
-           52,
-           1756
-          ],
-          [
-           "2_2",
-           52,
-           1757
-          ],
-          [
-           "2_2",
-           52,
-           1758
-          ],
-          [
-           "2_2",
-           52,
-           1759
-          ],
-          [
-           "2_2",
-           53,
-           1761
-          ],
-          [
-           "2_2",
-           53,
-           1763
-          ],
-          [
-           "2_2",
-           53,
-           1764
-          ],
-          [
-           "2_2",
-           53,
-           1765
-          ],
-          [
-           "2_2",
-           54,
-           1766
-          ],
-          [
-           "2_2",
-           54,
-           1767
-          ],
-          [
-           "2_2",
-           54,
-           1768
-          ],
-          [
-           "2_2",
-           54,
-           1770
-          ],
-          [
-           "2_2",
-           55,
-           1772
-          ],
-          [
-           "2_2",
-           55,
-           1774
-          ],
-          [
-           "2_2",
-           55,
-           1775
-          ],
-          [
-           "2_2",
-           56,
-           1776
-          ],
-          [
-           "2_2",
-           56,
-           1777
-          ],
-          [
-           "2_2",
-           56,
-           1778
-          ],
-          [
-           "2_2",
-           56,
-           1780
-          ],
-          [
-           "2_2",
-           57,
-           1781
-          ],
-          [
-           "2_2",
-           57,
-           1783
-          ],
-          [
-           "2_2",
-           57,
-           1784
-          ],
-          [
-           "2_2",
-           57,
-           1785
-          ],
-          [
-           "2_2",
-           58,
-           1787
-          ],
-          [
-           "2_2",
-           58,
-           1788
-          ],
-          [
-           "2_2",
-           58,
-           1789
-          ],
-          [
-           "2_2",
-           58,
-           1790
-          ],
-          [
-           "2_2",
-           59,
-           1791
-          ],
-          [
-           "2_2",
-           59,
-           1792
-          ],
-          [
-           "2_2",
-           59,
-           1793
-          ],
-          [
-           "2_2",
-           59,
-           1794
-          ],
-          [
-           "2_2",
-           59,
-           1795
-          ],
-          [
-           "2_2",
-           60,
-           1796
-          ],
-          [
-           "2_2",
-           60,
-           1797
-          ],
-          [
-           "2_2",
-           60,
-           1798
-          ],
-          [
-           "2_2",
-           60,
-           1799
-          ],
-          [
-           "2_2",
-           60,
-           1800
-          ],
-          [
-           "2_2",
-           61,
-           1802
-          ],
-          [
-           "2_2",
-           61,
-           1803
-          ],
-          [
-           "2_2",
-           61,
-           1804
-          ],
-          [
-           "2_2",
-           61,
-           1805
-          ],
-          [
-           "2_2",
-           62,
-           1807
-          ],
-          [
-           "2_2",
-           62,
-           1808
-          ],
-          [
-           "2_2",
-           62,
-           1809
-          ],
-          [
-           "2_2",
-           62,
-           1810
-          ],
-          [
-           "2_2",
-           63,
-           1811
-          ],
-          [
-           "2_2",
-           63,
-           1812
-          ],
-          [
-           "2_2",
-           63,
-           1814
-          ],
-          [
-           "2_2",
-           63,
-           1815
-          ],
-          [
-           "2_2",
-           64,
-           1816
-          ],
-          [
-           "2_2",
-           64,
-           1818
-          ],
-          [
-           "2_2",
-           64,
-           1819
-          ],
-          [
-           "2_2",
-           65,
-           1821
-          ],
-          [
-           "2_2",
-           65,
-           1822
-          ],
-          [
-           "2_2",
-           65,
-           1823
-          ],
-          [
-           "2_2",
-           65,
-           1825
-          ],
-          [
-           "2_2",
-           66,
-           1826
-          ],
-          [
-           "2_2",
-           66,
-           1827
-          ],
-          [
-           "2_2",
-           66,
-           1828
-          ],
-          [
-           "2_2",
-           66,
-           1829
-          ],
-          [
-           "2_2",
-           66,
-           1830
-          ],
-          [
-           "2_2",
-           67,
-           1831
-          ],
-          [
-           "2_2",
-           67,
-           1832
-          ],
-          [
-           "2_2",
-           67,
-           1833
-          ],
-          [
-           "2_2",
-           67,
-           1835
-          ],
-          [
-           "2_2",
-           68,
-           1837
-          ],
-          [
-           "2_2",
-           68,
-           1838
-          ],
-          [
-           "2_2",
-           68,
-           1839
-          ],
-          [
-           "2_2",
-           69,
-           1842
-          ],
-          [
-           "2_2",
-           69,
-           1843
-          ],
-          [
-           "2_2",
-           69,
-           1844
-          ],
-          [
-           "2_2",
-           70,
-           1846
-          ],
-          [
-           "2_2",
-           70,
-           1847
-          ],
-          [
-           "2_2",
-           70,
-           1848
-          ],
-          [
-           "2_2",
-           70,
-           1850
-          ],
-          [
-           "2_2",
-           71,
-           1851
-          ],
-          [
-           "2_2",
-           71,
-           1854
-          ],
-          [
-           "2_2",
-           71,
-           1855
-          ],
-          [
-           "2_2",
-           72,
-           1856
-          ],
-          [
-           "2_2",
-           72,
-           1859
-          ],
-          [
-           "2_2",
-           73,
-           1864
-          ],
-          [
-           "2_2",
-           73,
-           1865
-          ],
-          [
-           "2_2",
-           74,
-           1867
-          ],
-          [
-           "2_2",
-           75,
-           1871
-          ],
-          [
-           "2_2",
-           75,
-           1872
-          ],
-          [
-           "2_2",
-           75,
-           1873
-          ],
-          [
-           "2_2",
-           75,
-           1874
-          ],
-          [
-           "2_2",
-           75,
-           1875
-          ],
-          [
-           "2_2",
-           76,
-           1876
-          ],
-          [
-           "2_2",
-           76,
-           1877
-          ],
-          [
-           "2_2",
-           76,
-           1878
-          ],
-          [
-           "2_2",
-           76,
-           1879
-          ],
-          [
-           "2_2",
-           76,
-           1880
-          ],
-          [
-           "2_2",
-           77,
-           1881
-          ],
-          [
-           "2_2",
-           77,
-           1884
-          ],
-          [
-           "2_2",
-           77,
-           1885
-          ],
-          [
-           "2_2",
-           78,
-           1889
-          ],
-          [
-           "2_2",
-           79,
-           1891
-          ],
-          [
-           "2_2",
-           79,
-           1892
-          ],
-          [
-           "2_2",
-           79,
-           1893
-          ],
-          [
-           "2_2",
-           79,
-           1894
-          ],
-          [
-           "2_2",
-           79,
-           1895
-          ],
-          [
-           "2_2",
-           80,
-           1896
-          ],
-          [
-           "2_2",
-           80,
-           1897
-          ],
-          [
-           "2_2",
-           80,
-           1898
-          ],
-          [
-           "2_2",
-           80,
-           1899
-          ],
-          [
-           "2_2",
-           80,
-           1900
-          ],
-          [
-           "2_2",
-           81,
-           1902
-          ],
-          [
-           "2_2",
-           81,
-           1903
-          ],
-          [
-           "2_2",
-           81,
-           1904
-          ],
-          [
-           "2_2",
-           81,
-           1905
-          ],
-          [
-           "2_2",
-           82,
-           1907
-          ],
-          [
-           "2_2",
-           82,
-           1909
-          ],
-          [
-           "2_2",
-           82,
-           1910
-          ],
-          [
-           "2_2",
-           83,
-           1911
-          ],
-          [
-           "2_2",
-           83,
-           1912
-          ],
-          [
-           "2_2",
-           83,
-           1913
-          ],
-          [
-           "2_2",
-           83,
-           1914
-          ],
-          [
-           "2_2",
-           84,
-           1916
-          ],
-          [
-           "2_2",
-           84,
-           1918
-          ],
-          [
-           "2_2",
-           84,
-           1919
-          ],
-          [
-           "2_2",
-           84,
-           1920
-          ],
-          [
-           "2_2",
-           85,
-           1921
-          ],
-          [
-           "2_2",
-           85,
-           1922
-          ],
-          [
-           "2_2",
-           85,
-           1923
-          ],
-          [
-           "2_2",
-           85,
-           1924
-          ],
-          [
-           "2_2",
-           85,
-           1925
-          ],
-          [
-           "2_2",
-           86,
-           1926
-          ],
-          [
-           "2_2",
-           86,
-           1928
-          ],
-          [
-           "2_2",
-           86,
-           1929
-          ],
-          [
-           "2_2",
-           86,
-           1930
-          ],
-          [
-           "2_2",
-           87,
-           1931
-          ],
-          [
-           "2_2",
-           87,
-           1932
-          ],
-          [
-           "2_2",
-           87,
-           1933
-          ],
-          [
-           "2_2",
-           87,
-           1935
-          ],
-          [
-           "2_2",
-           88,
-           1936
-          ],
-          [
-           "2_2",
-           88,
-           1937
-          ],
-          [
-           "2_2",
-           88,
-           1938
-          ],
-          [
-           "2_2",
-           88,
-           1939
-          ],
-          [
-           "2_2",
-           88,
-           1940
-          ],
-          [
-           "2_2",
-           89,
-           1942
-          ],
-          [
-           "2_2",
-           89,
-           1943
-          ],
-          [
-           "2_2",
-           89,
-           1944
-          ],
-          [
-           "2_2",
-           90,
-           1946
-          ],
-          [
-           "2_2",
-           90,
-           1947
-          ],
-          [
-           "2_2",
-           90,
-           1948
-          ],
-          [
-           "2_2",
-           90,
-           1949
-          ],
-          [
-           "2_2",
-           90,
-           1950
-          ],
-          [
-           "2_2",
-           91,
-           1951
-          ],
-          [
-           "2_2",
-           91,
-           1952
-          ],
-          [
-           "2_2",
-           91,
-           1954
-          ],
-          [
-           "2_2",
-           91,
-           1955
-          ],
-          [
-           "2_2",
-           92,
-           1956
-          ],
-          [
-           "2_2",
-           92,
-           1957
-          ],
-          [
-           "2_2",
-           92,
-           1959
-          ],
-          [
-           "2_2",
-           93,
-           1961
-          ],
-          [
-           "2_2",
-           93,
-           1962
-          ],
-          [
-           "2_2",
-           93,
-           1963
-          ],
-          [
-           "2_2",
-           93,
-           1964
-          ],
-          [
-           "2_2",
-           93,
-           1965
-          ],
-          [
-           "2_2",
-           94,
-           1966
-          ],
-          [
-           "2_2",
-           94,
-           1967
-          ],
-          [
-           "2_2",
-           94,
-           1968
-          ],
-          [
-           "2_2",
-           94,
-           1970
-          ],
-          [
-           "2_2",
-           95,
-           1971
-          ],
-          [
-           "2_2",
-           95,
-           1972
-          ],
-          [
-           "2_2",
-           95,
-           1975
-          ],
-          [
-           "2_2",
-           96,
-           1976
-          ],
-          [
-           "2_2",
-           96,
-           1977
-          ],
-          [
-           "2_2",
-           96,
-           1978
-          ],
-          [
-           "2_2",
-           96,
-           1979
-          ],
-          [
-           "2_2",
-           96,
-           1980
-          ],
-          [
-           "2_2",
-           97,
-           1981
-          ],
-          [
-           "2_2",
-           97,
-           1982
-          ],
-          [
-           "2_2",
-           97,
-           1984
-          ],
-          [
-           "2_2",
-           97,
-           1985
-          ],
-          [
-           "2_2",
-           98,
-           1986
-          ],
-          [
-           "2_2",
-           98,
-           1987
-          ],
-          [
-           "2_2",
-           98,
-           1988
-          ],
-          [
-           "2_2",
-           98,
-           1989
-          ],
-          [
-           "2_2",
-           99,
-           1991
-          ],
-          [
-           "2_2",
-           99,
-           1992
-          ],
-          [
-           "2_2",
-           99,
-           1993
-          ],
-          [
-           "2_2",
-           99,
-           1994
-          ],
-          [
-           "2_2",
-           99,
-           1995
-          ],
-          [
-           "2_2",
-           100,
-           1996
-          ],
-          [
-           "2_2",
-           100,
-           1998
-          ],
-          [
-           "2_2",
-           100,
-           1999
-          ],
-          [
-           "3_1",
-           1,
-           2002
-          ],
-          [
-           "3_1",
-           1,
-           2003
-          ],
-          [
-           "3_1",
-           1,
-           2004
-          ],
-          [
-           "3_1",
-           1,
-           2005
-          ],
-          [
-           "3_1",
-           2,
-           2007
-          ],
-          [
-           "3_1",
-           2,
-           2008
-          ],
-          [
-           "3_1",
-           2,
-           2009
-          ],
-          [
-           "3_1",
-           2,
-           2010
-          ],
-          [
-           "3_1",
-           3,
-           2011
-          ],
-          [
-           "3_1",
-           3,
-           2012
-          ],
-          [
-           "3_1",
-           3,
-           2013
-          ],
-          [
-           "3_1",
-           3,
-           2014
-          ],
-          [
-           "3_1",
-           3,
-           2015
-          ],
-          [
-           "3_1",
-           4,
-           2017
-          ],
-          [
-           "3_1",
-           4,
-           2018
-          ],
-          [
-           "3_1",
-           4,
-           2019
-          ],
-          [
-           "3_1",
-           4,
-           2020
-          ],
-          [
-           "3_1",
-           5,
-           2021
-          ],
-          [
-           "3_1",
-           5,
-           2022
-          ],
-          [
-           "3_1",
-           5,
-           2023
-          ],
-          [
-           "3_1",
-           5,
-           2024
-          ],
-          [
-           "3_1",
-           6,
-           2026
-          ],
-          [
-           "3_1",
-           6,
-           2027
-          ],
-          [
-           "3_1",
-           6,
-           2028
-          ],
-          [
-           "3_1",
-           6,
-           2029
-          ],
-          [
-           "3_1",
-           6,
-           2030
-          ],
-          [
-           "3_1",
-           7,
-           2032
-          ],
-          [
-           "3_1",
-           7,
-           2033
-          ],
-          [
-           "3_1",
-           7,
-           2035
-          ],
-          [
-           "3_1",
-           8,
-           2037
-          ],
-          [
-           "3_1",
-           8,
-           2038
-          ],
-          [
-           "3_1",
-           8,
-           2039
-          ],
-          [
-           "3_1",
-           9,
-           2041
-          ],
-          [
-           "3_1",
-           9,
-           2042
-          ],
-          [
-           "3_1",
-           9,
-           2043
-          ],
-          [
-           "3_1",
-           9,
-           2044
-          ],
-          [
-           "3_1",
-           9,
-           2045
-          ],
-          [
-           "3_1",
-           10,
-           2046
-          ],
-          [
-           "3_1",
-           10,
-           2047
-          ],
-          [
-           "3_1",
-           10,
-           2048
-          ],
-          [
-           "3_1",
-           10,
-           2049
-          ],
-          [
-           "3_1",
-           11,
-           2051
-          ],
-          [
-           "3_1",
-           11,
-           2053
-          ],
-          [
-           "3_1",
-           11,
-           2055
-          ],
-          [
-           "3_1",
-           12,
-           2057
-          ],
-          [
-           "3_1",
-           12,
-           2058
-          ],
-          [
-           "3_1",
-           12,
-           2059
-          ],
-          [
-           "3_1",
-           12,
-           2060
-          ],
-          [
-           "3_1",
-           13,
-           2061
-          ],
-          [
-           "3_1",
-           13,
-           2063
-          ],
-          [
-           "3_1",
-           14,
-           2066
-          ],
-          [
-           "3_1",
-           14,
-           2067
-          ],
-          [
-           "3_1",
-           14,
-           2068
-          ],
-          [
-           "3_1",
-           14,
-           2069
-          ],
-          [
-           "3_1",
-           15,
-           2071
-          ],
-          [
-           "3_1",
-           15,
-           2072
-          ],
-          [
-           "3_1",
-           15,
-           2074
-          ],
-          [
-           "3_1",
-           15,
-           2075
-          ],
-          [
-           "3_1",
-           16,
-           2076
-          ],
-          [
-           "3_1",
-           16,
-           2077
-          ],
-          [
-           "3_1",
-           16,
-           2078
-          ],
-          [
-           "3_1",
-           16,
-           2080
-          ],
-          [
-           "3_1",
-           17,
-           2081
-          ],
-          [
-           "3_1",
-           17,
-           2083
-          ],
-          [
-           "3_1",
-           18,
-           2087
-          ],
-          [
-           "3_1",
-           18,
-           2089
-          ],
-          [
-           "3_1",
-           19,
-           2092
-          ],
-          [
-           "3_1",
-           19,
-           2093
-          ],
-          [
-           "3_1",
-           20,
-           2097
-          ],
-          [
-           "3_1",
-           20,
-           2099
-          ],
-          [
-           "3_1",
-           20,
-           2100
-          ],
-          [
-           "3_1",
-           21,
-           2101
-          ],
-          [
-           "3_1",
-           21,
-           2102
-          ],
-          [
-           "3_1",
-           21,
-           2103
-          ],
-          [
-           "3_1",
-           21,
-           2104
-          ],
-          [
-           "3_1",
-           21,
-           2105
-          ],
-          [
-           "3_1",
-           22,
-           2106
-          ],
-          [
-           "3_1",
-           22,
-           2107
-          ],
-          [
-           "3_1",
-           22,
-           2109
-          ],
-          [
-           "3_1",
-           22,
-           2110
-          ],
-          [
-           "3_1",
-           23,
-           2111
-          ],
-          [
-           "3_1",
-           23,
-           2113
-          ],
-          [
-           "3_1",
-           23,
-           2114
-          ],
-          [
-           "3_1",
-           23,
-           2115
-          ],
-          [
-           "3_1",
-           24,
-           2116
-          ],
-          [
-           "3_1",
-           24,
-           2117
-          ],
-          [
-           "3_1",
-           24,
-           2120
-          ],
-          [
-           "3_1",
-           25,
-           2122
-          ],
-          [
-           "3_1",
-           25,
-           2123
-          ],
-          [
-           "3_1",
-           25,
-           2124
-          ],
-          [
-           "3_1",
-           25,
-           2125
-          ],
-          [
-           "3_1",
-           26,
-           2126
-          ],
-          [
-           "3_1",
-           26,
-           2127
-          ],
-          [
-           "3_1",
-           26,
-           2128
-          ],
-          [
-           "3_1",
-           26,
-           2129
-          ],
-          [
-           "3_1",
-           26,
-           2130
-          ],
-          [
-           "3_1",
-           27,
-           2131
-          ],
-          [
-           "3_1",
-           27,
-           2132
-          ],
-          [
-           "3_1",
-           27,
-           2133
-          ],
-          [
-           "3_1",
-           27,
-           2134
-          ],
-          [
-           "3_1",
-           27,
-           2135
-          ],
-          [
-           "3_1",
-           28,
-           2137
-          ],
-          [
-           "3_1",
-           28,
-           2138
-          ],
-          [
-           "3_1",
-           28,
-           2139
-          ],
-          [
-           "3_1",
-           28,
-           2140
-          ],
-          [
-           "3_1",
-           29,
-           2144
-          ],
-          [
-           "3_1",
-           29,
-           2145
-          ],
-          [
-           "3_1",
-           30,
-           2146
-          ],
-          [
-           "3_1",
-           30,
-           2147
-          ],
-          [
-           "3_1",
-           30,
-           2149
-          ],
-          [
-           "3_1",
-           31,
-           2151
-          ],
-          [
-           "3_1",
-           31,
-           2152
-          ],
-          [
-           "3_1",
-           31,
-           2153
-          ],
-          [
-           "3_1",
-           31,
-           2154
-          ],
-          [
-           "3_1",
-           31,
-           2155
-          ],
-          [
-           "3_1",
-           32,
-           2156
-          ],
-          [
-           "3_1",
-           32,
-           2157
-          ],
-          [
-           "3_1",
-           32,
-           2158
-          ],
-          [
-           "3_1",
-           32,
-           2159
-          ],
-          [
-           "3_1",
-           32,
-           2160
-          ],
-          [
-           "3_1",
-           33,
-           2161
-          ],
-          [
-           "3_1",
-           33,
-           2162
-          ],
-          [
-           "3_1",
-           33,
-           2163
-          ],
-          [
-           "3_1",
-           33,
-           2164
-          ],
-          [
-           "3_1",
-           33,
-           2165
-          ],
-          [
-           "3_1",
-           34,
-           2166
-          ],
-          [
-           "3_1",
-           34,
-           2167
-          ],
-          [
-           "3_1",
-           34,
-           2168
-          ],
-          [
-           "3_1",
-           34,
-           2169
-          ],
-          [
-           "3_1",
-           34,
-           2170
-          ],
-          [
-           "3_1",
-           35,
-           2171
-          ],
-          [
-           "3_1",
-           35,
-           2172
-          ],
-          [
-           "3_1",
-           35,
-           2173
-          ],
-          [
-           "3_1",
-           35,
-           2174
-          ],
-          [
-           "3_1",
-           35,
-           2175
-          ],
-          [
-           "3_1",
-           36,
-           2176
-          ],
-          [
-           "3_1",
-           36,
-           2177
-          ],
-          [
-           "3_1",
-           36,
-           2179
-          ],
-          [
-           "3_1",
-           36,
-           2180
-          ],
-          [
-           "3_1",
-           37,
-           2182
-          ],
-          [
-           "3_1",
-           37,
-           2183
-          ],
-          [
-           "3_1",
-           37,
-           2184
-          ],
-          [
-           "3_1",
-           37,
-           2185
-          ],
-          [
-           "3_1",
-           38,
-           2186
-          ],
-          [
-           "3_1",
-           38,
-           2187
-          ],
-          [
-           "3_1",
-           38,
-           2188
-          ],
-          [
-           "3_1",
-           38,
-           2189
-          ],
-          [
-           "3_1",
-           39,
-           2192
-          ],
-          [
-           "3_1",
-           39,
-           2193
-          ],
-          [
-           "3_1",
-           39,
-           2194
-          ],
-          [
-           "3_1",
-           39,
-           2195
-          ],
-          [
-           "3_1",
-           40,
-           2196
-          ],
-          [
-           "3_1",
-           40,
-           2197
-          ],
-          [
-           "3_1",
-           40,
-           2198
-          ],
-          [
-           "3_1",
-           40,
-           2199
-          ],
-          [
-           "3_1",
-           40,
-           2200
-          ],
-          [
-           "3_1",
-           41,
-           2202
-          ],
-          [
-           "3_1",
-           41,
-           2203
-          ],
-          [
-           "3_1",
-           41,
-           2205
-          ],
-          [
-           "3_1",
-           42,
-           2206
-          ],
-          [
-           "3_1",
-           42,
-           2207
-          ],
-          [
-           "3_1",
-           42,
-           2208
-          ],
-          [
-           "3_1",
-           42,
-           2209
-          ],
-          [
-           "3_1",
-           42,
-           2210
-          ],
-          [
-           "3_1",
-           43,
-           2214
-          ],
-          [
-           "3_1",
-           43,
-           2215
-          ],
-          [
-           "3_1",
-           44,
-           2216
-          ],
-          [
-           "3_1",
-           44,
-           2218
-          ],
-          [
-           "3_1",
-           44,
-           2219
-          ],
-          [
-           "3_1",
-           44,
-           2220
-          ],
-          [
-           "3_1",
-           45,
-           2221
-          ],
-          [
-           "3_1",
-           45,
-           2222
-          ],
-          [
-           "3_1",
-           45,
-           2225
-          ],
-          [
-           "3_1",
-           46,
-           2226
-          ],
-          [
-           "3_1",
-           46,
-           2227
-          ],
-          [
-           "3_1",
-           46,
-           2228
-          ],
-          [
-           "3_1",
-           46,
-           2229
-          ],
-          [
-           "3_1",
-           46,
-           2230
-          ],
-          [
-           "3_1",
-           47,
-           2231
-          ],
-          [
-           "3_1",
-           47,
-           2232
-          ],
-          [
-           "3_1",
-           47,
-           2234
-          ],
-          [
-           "3_1",
-           48,
-           2236
-          ],
-          [
-           "3_1",
-           48,
-           2237
-          ],
-          [
-           "3_1",
-           48,
-           2238
-          ],
-          [
-           "3_1",
-           48,
-           2239
-          ],
-          [
-           "3_1",
-           48,
-           2240
-          ],
-          [
-           "3_1",
-           49,
-           2241
-          ],
-          [
-           "3_1",
-           49,
-           2242
-          ],
-          [
-           "3_1",
-           49,
-           2243
-          ],
-          [
-           "3_1",
-           49,
-           2244
-          ],
-          [
-           "3_1",
-           50,
-           2246
-          ],
-          [
-           "3_1",
-           50,
-           2247
-          ],
-          [
-           "3_1",
-           50,
-           2250
-          ],
-          [
-           "3_1",
-           51,
-           2251
-          ],
-          [
-           "3_1",
-           51,
-           2252
-          ],
-          [
-           "3_1",
-           51,
-           2253
-          ],
-          [
-           "3_1",
-           51,
-           2254
-          ],
-          [
-           "3_1",
-           52,
-           2257
-          ],
-          [
-           "3_1",
-           52,
-           2258
-          ],
-          [
-           "3_1",
-           52,
-           2259
-          ],
-          [
-           "3_1",
-           52,
-           2260
-          ],
-          [
-           "3_1",
-           53,
-           2261
-          ],
-          [
-           "3_1",
-           53,
-           2262
-          ],
-          [
-           "3_1",
-           53,
-           2263
-          ],
-          [
-           "3_1",
-           53,
-           2264
-          ],
-          [
-           "3_1",
-           53,
-           2265
-          ],
-          [
-           "3_1",
-           54,
-           2267
-          ],
-          [
-           "3_1",
-           55,
-           2271
-          ],
-          [
-           "3_1",
-           55,
-           2272
-          ],
-          [
-           "3_1",
-           55,
-           2273
-          ],
-          [
-           "3_1",
-           55,
-           2274
-          ],
-          [
-           "3_1",
-           55,
-           2275
-          ],
-          [
-           "3_1",
-           56,
-           2276
-          ],
-          [
-           "3_1",
-           56,
-           2277
-          ],
-          [
-           "3_1",
-           56,
-           2278
-          ],
-          [
-           "3_1",
-           56,
-           2279
-          ],
-          [
-           "3_1",
-           57,
-           2281
-          ],
-          [
-           "3_1",
-           57,
-           2282
-          ],
-          [
-           "3_1",
-           57,
-           2283
-          ],
-          [
-           "3_1",
-           57,
-           2285
-          ],
-          [
-           "3_1",
-           58,
-           2287
-          ],
-          [
-           "3_1",
-           58,
-           2288
-          ],
-          [
-           "3_1",
-           58,
-           2290
-          ],
-          [
-           "3_1",
-           59,
-           2291
-          ],
-          [
-           "3_1",
-           59,
-           2292
-          ],
-          [
-           "3_1",
-           59,
-           2294
-          ],
-          [
-           "3_1",
-           59,
-           2295
-          ],
-          [
-           "3_1",
-           60,
-           2296
-          ],
-          [
-           "3_1",
-           60,
-           2298
-          ],
-          [
-           "3_1",
-           60,
-           2300
-          ],
-          [
-           "3_1",
-           61,
-           2301
-          ],
-          [
-           "3_1",
-           61,
-           2303
-          ],
-          [
-           "3_1",
-           61,
-           2304
-          ],
-          [
-           "3_1",
-           61,
-           2305
-          ],
-          [
-           "3_1",
-           62,
-           2306
-          ],
-          [
-           "3_1",
-           62,
-           2308
-          ],
-          [
-           "3_1",
-           62,
-           2309
-          ],
-          [
-           "3_1",
-           63,
-           2311
-          ],
-          [
-           "3_1",
-           63,
-           2312
-          ],
-          [
-           "3_1",
-           63,
-           2313
-          ],
-          [
-           "3_1",
-           63,
-           2314
-          ],
-          [
-           "3_1",
-           63,
-           2315
-          ],
-          [
-           "3_1",
-           64,
-           2316
-          ],
-          [
-           "3_1",
-           64,
-           2317
-          ],
-          [
-           "3_1",
-           64,
-           2318
-          ],
-          [
-           "3_1",
-           64,
-           2319
-          ],
-          [
-           "3_1",
-           65,
-           2321
-          ],
-          [
-           "3_1",
-           65,
-           2322
-          ],
-          [
-           "3_1",
-           65,
-           2323
-          ],
-          [
-           "3_1",
-           65,
-           2324
-          ],
-          [
-           "3_1",
-           65,
-           2325
-          ],
-          [
-           "3_1",
-           66,
-           2328
-          ],
-          [
-           "3_1",
-           66,
-           2329
-          ],
-          [
-           "3_1",
-           67,
-           2334
-          ],
-          [
-           "3_1",
-           67,
-           2335
-          ],
-          [
-           "3_1",
-           68,
-           2337
-          ],
-          [
-           "3_1",
-           68,
-           2338
-          ],
-          [
-           "3_1",
-           68,
-           2339
-          ],
-          [
-           "3_1",
-           68,
-           2340
-          ],
-          [
-           "3_1",
-           69,
-           2342
-          ],
-          [
-           "3_1",
-           69,
-           2343
-          ],
-          [
-           "3_1",
-           69,
-           2344
-          ],
-          [
-           "3_1",
-           69,
-           2345
-          ],
-          [
-           "3_1",
-           70,
-           2346
-          ],
-          [
-           "3_1",
-           70,
-           2347
-          ],
-          [
-           "3_1",
-           70,
-           2348
-          ],
-          [
-           "3_1",
-           70,
-           2349
-          ],
-          [
-           "3_1",
-           70,
-           2350
-          ],
-          [
-           "3_1",
-           71,
-           2351
-          ],
-          [
-           "3_1",
-           71,
-           2352
-          ],
-          [
-           "3_1",
-           71,
-           2353
-          ],
-          [
-           "3_1",
-           71,
-           2355
-          ],
-          [
-           "3_1",
-           72,
-           2357
-          ],
-          [
-           "3_1",
-           72,
-           2358
-          ],
-          [
-           "3_1",
-           72,
-           2359
-          ],
-          [
-           "3_1",
-           73,
-           2362
-          ],
-          [
-           "3_1",
-           73,
-           2363
-          ],
-          [
-           "3_1",
-           73,
-           2364
-          ],
-          [
-           "3_1",
-           73,
-           2365
-          ],
-          [
-           "3_1",
-           74,
-           2366
-          ],
-          [
-           "3_1",
-           74,
-           2367
-          ],
-          [
-           "3_1",
-           74,
-           2368
-          ],
-          [
-           "3_1",
-           74,
-           2370
-          ],
-          [
-           "3_1",
-           75,
-           2371
-          ],
-          [
-           "3_1",
-           75,
-           2372
-          ],
-          [
-           "3_1",
-           75,
-           2373
-          ],
-          [
-           "3_1",
-           75,
-           2374
-          ],
-          [
-           "3_1",
-           76,
-           2376
-          ],
-          [
-           "3_1",
-           76,
-           2377
-          ],
-          [
-           "3_1",
-           76,
-           2378
-          ],
-          [
-           "3_1",
-           76,
-           2379
-          ],
-          [
-           "3_1",
-           76,
-           2380
-          ],
-          [
-           "3_1",
-           77,
-           2381
-          ],
-          [
-           "3_1",
-           77,
-           2384
-          ],
-          [
-           "3_1",
-           77,
-           2385
-          ],
-          [
-           "3_1",
-           78,
-           2386
-          ],
-          [
-           "3_1",
-           78,
-           2388
-          ],
-          [
-           "3_1",
-           78,
-           2389
-          ],
-          [
-           "3_1",
-           78,
-           2390
-          ],
-          [
-           "3_1",
-           79,
-           2391
-          ],
-          [
-           "3_1",
-           79,
-           2392
-          ],
-          [
-           "3_1",
-           79,
-           2394
-          ],
-          [
-           "3_1",
-           79,
-           2395
-          ],
-          [
-           "3_1",
-           80,
-           2396
-          ],
-          [
-           "3_1",
-           80,
-           2397
-          ],
-          [
-           "3_1",
-           80,
-           2398
-          ],
-          [
-           "3_1",
-           80,
-           2399
-          ],
-          [
-           "3_1",
-           80,
-           2400
-          ],
-          [
-           "3_1",
-           81,
-           2401
-          ],
-          [
-           "3_1",
-           81,
-           2403
-          ],
-          [
-           "3_1",
-           81,
-           2404
-          ],
-          [
-           "3_1",
-           81,
-           2405
-          ],
-          [
-           "3_1",
-           82,
-           2406
-          ],
-          [
-           "3_1",
-           82,
-           2407
-          ],
-          [
-           "3_1",
-           82,
-           2408
-          ],
-          [
-           "3_1",
-           82,
-           2409
-          ],
-          [
-           "3_1",
-           82,
-           2410
-          ],
-          [
-           "3_1",
-           83,
-           2411
-          ],
-          [
-           "3_1",
-           83,
-           2412
-          ],
-          [
-           "3_1",
-           83,
-           2414
-          ],
-          [
-           "3_1",
-           83,
-           2415
-          ],
-          [
-           "3_1",
-           84,
-           2416
-          ],
-          [
-           "3_1",
-           84,
-           2420
-          ],
-          [
-           "3_1",
-           85,
-           2422
-          ],
-          [
-           "3_1",
-           85,
-           2423
-          ],
-          [
-           "3_1",
-           85,
-           2424
-          ],
-          [
-           "3_1",
-           86,
-           2426
-          ],
-          [
-           "3_1",
-           86,
-           2427
-          ],
-          [
-           "3_1",
-           86,
-           2428
-          ],
-          [
-           "3_1",
-           86,
-           2429
-          ],
-          [
-           "3_1",
-           87,
-           2431
-          ],
-          [
-           "3_1",
-           87,
-           2432
-          ],
-          [
-           "3_1",
-           87,
-           2433
-          ],
-          [
-           "3_1",
-           88,
-           2437
-          ],
-          [
-           "3_1",
-           88,
-           2438
-          ],
-          [
-           "3_1",
-           88,
-           2439
-          ],
-          [
-           "3_1",
-           88,
-           2440
-          ],
-          [
-           "3_1",
-           89,
-           2441
-          ],
-          [
-           "3_1",
-           89,
-           2443
-          ],
-          [
-           "3_1",
-           89,
-           2444
-          ],
-          [
-           "3_1",
-           90,
-           2448
-          ],
-          [
-           "3_1",
-           91,
-           2452
-          ],
-          [
-           "3_1",
-           91,
-           2453
-          ],
-          [
-           "3_1",
-           92,
-           2456
-          ],
-          [
-           "3_1",
-           92,
-           2460
-          ],
-          [
-           "3_1",
-           93,
-           2463
-          ],
-          [
-           "3_1",
-           93,
-           2464
-          ],
-          [
-           "3_1",
-           93,
-           2465
-          ],
-          [
-           "3_1",
-           94,
-           2466
-          ],
-          [
-           "3_1",
-           94,
-           2467
-          ],
-          [
-           "3_1",
-           94,
-           2468
-          ],
-          [
-           "3_1",
-           94,
-           2469
-          ],
-          [
-           "3_1",
-           94,
-           2470
-          ],
-          [
-           "3_1",
-           95,
-           2471
-          ],
-          [
-           "3_1",
-           95,
-           2472
-          ],
-          [
-           "3_1",
-           95,
-           2473
-          ],
-          [
-           "3_1",
-           95,
-           2474
-          ],
-          [
-           "3_1",
-           95,
-           2475
-          ],
-          [
-           "3_1",
-           96,
-           2476
-          ],
-          [
-           "3_1",
-           96,
-           2477
-          ],
-          [
-           "3_1",
-           96,
-           2478
-          ],
-          [
-           "3_1",
-           96,
-           2479
-          ],
-          [
-           "3_1",
-           97,
-           2481
-          ],
-          [
-           "3_1",
-           97,
-           2482
-          ],
-          [
-           "3_1",
-           97,
-           2484
-          ],
-          [
-           "3_1",
-           97,
-           2485
-          ],
-          [
-           "3_1",
-           98,
-           2487
-          ],
-          [
-           "3_1",
-           99,
-           2491
-          ],
-          [
-           "3_1",
-           99,
-           2492
-          ],
-          [
-           "3_1",
-           99,
-           2493
-          ],
-          [
-           "3_1",
-           99,
-           2494
-          ],
-          [
-           "3_1",
-           99,
-           2495
-          ],
-          [
-           "3_1",
-           100,
-           2497
-          ],
-          [
-           "3_1",
-           100,
-           2498
-          ],
-          [
-           "3_1",
-           100,
-           2499
-          ],
-          [
-           "3_1",
-           100,
-           2500
-          ],
-          [
-           "3_2",
-           1,
-           2501
-          ],
-          [
-           "3_2",
-           1,
-           2502
-          ],
-          [
-           "3_2",
-           1,
-           2503
-          ],
-          [
-           "3_2",
-           1,
-           2505
-          ],
-          [
-           "3_2",
-           2,
-           2506
-          ],
-          [
-           "3_2",
-           2,
-           2507
-          ],
-          [
-           "3_2",
-           2,
-           2509
-          ],
-          [
-           "3_2",
-           3,
-           2512
-          ],
-          [
-           "3_2",
-           3,
-           2513
-          ],
-          [
-           "3_2",
-           3,
-           2514
-          ],
-          [
-           "3_2",
-           3,
-           2515
-          ],
-          [
-           "3_2",
-           4,
-           2516
-          ],
-          [
-           "3_2",
-           4,
-           2517
-          ],
-          [
-           "3_2",
-           4,
-           2519
-          ],
-          [
-           "3_2",
-           4,
-           2520
-          ],
-          [
-           "3_2",
-           5,
-           2521
-          ],
-          [
-           "3_2",
-           5,
-           2522
-          ],
-          [
-           "3_2",
-           5,
-           2523
-          ],
-          [
-           "3_2",
-           5,
-           2524
-          ],
-          [
-           "3_2",
-           6,
-           2526
-          ],
-          [
-           "3_2",
-           6,
-           2530
-          ],
-          [
-           "3_2",
-           7,
-           2532
-          ],
-          [
-           "3_2",
-           7,
-           2533
-          ],
-          [
-           "3_2",
-           7,
-           2534
-          ],
-          [
-           "3_2",
-           7,
-           2535
-          ],
-          [
-           "3_2",
-           8,
-           2537
-          ],
-          [
-           "3_2",
-           8,
-           2538
-          ],
-          [
-           "3_2",
-           8,
-           2539
-          ],
-          [
-           "3_2",
-           8,
-           2540
-          ],
-          [
-           "3_2",
-           9,
-           2541
-          ],
-          [
-           "3_2",
-           9,
-           2542
-          ],
-          [
-           "3_2",
-           9,
-           2544
-          ],
-          [
-           "3_2",
-           9,
-           2545
-          ],
-          [
-           "3_2",
-           10,
-           2546
-          ],
-          [
-           "3_2",
-           10,
-           2547
-          ],
-          [
-           "3_2",
-           10,
-           2548
-          ],
-          [
-           "3_2",
-           10,
-           2549
-          ],
-          [
-           "3_2",
-           10,
-           2550
-          ],
-          [
-           "3_2",
-           11,
-           2551
-          ],
-          [
-           "3_2",
-           11,
-           2552
-          ],
-          [
-           "3_2",
-           11,
-           2553
-          ],
-          [
-           "3_2",
-           11,
-           2555
-          ],
-          [
-           "3_2",
-           12,
-           2556
-          ],
-          [
-           "3_2",
-           12,
-           2557
-          ],
-          [
-           "3_2",
-           12,
-           2558
-          ],
-          [
-           "3_2",
-           12,
-           2559
-          ],
-          [
-           "3_2",
-           12,
-           2560
-          ],
-          [
-           "3_2",
-           13,
-           2561
-          ],
-          [
-           "3_2",
-           13,
-           2562
-          ],
-          [
-           "3_2",
-           13,
-           2563
-          ],
-          [
-           "3_2",
-           13,
-           2564
-          ],
-          [
-           "3_2",
-           14,
-           2566
-          ],
-          [
-           "3_2",
-           14,
-           2567
-          ],
-          [
-           "3_2",
-           14,
-           2568
-          ],
-          [
-           "3_2",
-           14,
-           2569
-          ],
-          [
-           "3_2",
-           14,
-           2570
-          ],
-          [
-           "3_2",
-           15,
-           2571
-          ],
-          [
-           "3_2",
-           15,
-           2572
-          ],
-          [
-           "3_2",
-           15,
-           2573
-          ],
-          [
-           "3_2",
-           15,
-           2575
-          ],
-          [
-           "3_2",
-           16,
-           2577
-          ],
-          [
-           "3_2",
-           16,
-           2578
-          ],
-          [
-           "3_2",
-           16,
-           2579
-          ],
-          [
-           "3_2",
-           16,
-           2580
-          ],
-          [
-           "3_2",
-           17,
-           2581
-          ],
-          [
-           "3_2",
-           17,
-           2582
-          ],
-          [
-           "3_2",
-           17,
-           2583
-          ],
-          [
-           "3_2",
-           17,
-           2584
-          ],
-          [
-           "3_2",
-           17,
-           2585
-          ],
-          [
-           "3_2",
-           18,
-           2586
-          ],
-          [
-           "3_2",
-           18,
-           2587
-          ],
-          [
-           "3_2",
-           18,
-           2589
-          ],
-          [
-           "3_2",
-           18,
-           2590
-          ],
-          [
-           "3_2",
-           19,
-           2592
-          ],
-          [
-           "3_2",
-           19,
-           2593
-          ],
-          [
-           "3_2",
-           19,
-           2594
-          ],
-          [
-           "3_2",
-           19,
-           2595
-          ],
-          [
-           "3_2",
-           20,
-           2596
-          ],
-          [
-           "3_2",
-           20,
-           2597
-          ],
-          [
-           "3_2",
-           20,
-           2598
-          ],
-          [
-           "3_2",
-           20,
-           2600
-          ],
-          [
-           "3_2",
-           21,
-           2601
-          ],
-          [
-           "3_2",
-           21,
-           2603
-          ],
-          [
-           "3_2",
-           21,
-           2604
-          ],
-          [
-           "3_2",
-           21,
-           2605
-          ],
-          [
-           "3_2",
-           22,
-           2606
-          ],
-          [
-           "3_2",
-           22,
-           2607
-          ],
-          [
-           "3_2",
-           22,
-           2608
-          ],
-          [
-           "3_2",
-           22,
-           2609
-          ],
-          [
-           "3_2",
-           22,
-           2610
-          ],
-          [
-           "3_2",
-           23,
-           2611
-          ],
-          [
-           "3_2",
-           23,
-           2612
-          ],
-          [
-           "3_2",
-           23,
-           2613
-          ],
-          [
-           "3_2",
-           23,
-           2614
-          ],
-          [
-           "3_2",
-           23,
-           2615
-          ],
-          [
-           "3_2",
-           24,
-           2616
-          ],
-          [
-           "3_2",
-           24,
-           2617
-          ],
-          [
-           "3_2",
-           24,
-           2618
-          ],
-          [
-           "3_2",
-           24,
-           2619
-          ],
-          [
-           "3_2",
-           24,
-           2620
-          ],
-          [
-           "3_2",
-           25,
-           2621
-          ],
-          [
-           "3_2",
-           25,
-           2622
-          ],
-          [
-           "3_2",
-           25,
-           2623
-          ],
-          [
-           "3_2",
-           25,
-           2624
-          ],
-          [
-           "3_2",
-           25,
-           2625
-          ],
-          [
-           "3_2",
-           26,
-           2628
-          ],
-          [
-           "3_2",
-           26,
-           2629
-          ],
-          [
-           "3_2",
-           26,
-           2630
-          ],
-          [
-           "3_2",
-           27,
-           2631
-          ],
-          [
-           "3_2",
-           27,
-           2632
-          ],
-          [
-           "3_2",
-           27,
-           2634
-          ],
-          [
-           "3_2",
-           27,
-           2635
-          ],
-          [
-           "3_2",
-           28,
-           2638
-          ],
-          [
-           "3_2",
-           28,
-           2639
-          ],
-          [
-           "3_2",
-           28,
-           2640
-          ],
-          [
-           "3_2",
-           29,
-           2641
-          ],
-          [
-           "3_2",
-           29,
-           2643
-          ],
-          [
-           "3_2",
-           29,
-           2644
-          ],
-          [
-           "3_2",
-           29,
-           2645
-          ],
-          [
-           "3_2",
-           30,
-           2646
-          ],
-          [
-           "3_2",
-           30,
-           2647
-          ],
-          [
-           "3_2",
-           30,
-           2648
-          ],
-          [
-           "3_2",
-           30,
-           2649
-          ],
-          [
-           "3_2",
-           30,
-           2650
-          ],
-          [
-           "3_2",
-           31,
-           2651
-          ],
-          [
-           "3_2",
-           31,
-           2652
-          ],
-          [
-           "3_2",
-           31,
-           2653
-          ],
-          [
-           "3_2",
-           31,
-           2654
-          ],
-          [
-           "3_2",
-           31,
-           2655
-          ],
-          [
-           "3_2",
-           32,
-           2658
-          ],
-          [
-           "3_2",
-           33,
-           2661
-          ],
-          [
-           "3_2",
-           33,
-           2662
-          ],
-          [
-           "3_2",
-           33,
-           2664
-          ],
-          [
-           "3_2",
-           33,
-           2665
-          ],
-          [
-           "3_2",
-           34,
-           2667
-          ],
-          [
-           "3_2",
-           34,
-           2668
-          ],
-          [
-           "3_2",
-           34,
-           2670
-          ],
-          [
-           "3_2",
-           35,
-           2671
-          ],
-          [
-           "3_2",
-           35,
-           2672
-          ],
-          [
-           "3_2",
-           35,
-           2673
-          ],
-          [
-           "3_2",
-           35,
-           2675
-          ],
-          [
-           "3_2",
-           36,
-           2676
-          ],
-          [
-           "3_2",
-           36,
-           2677
-          ],
-          [
-           "3_2",
-           36,
-           2678
-          ],
-          [
-           "3_2",
-           36,
-           2679
-          ],
-          [
-           "3_2",
-           36,
-           2680
-          ],
-          [
-           "3_2",
-           37,
-           2681
-          ],
-          [
-           "3_2",
-           37,
-           2682
-          ],
-          [
-           "3_2",
-           37,
-           2685
-          ],
-          [
-           "3_2",
-           38,
-           2686
-          ],
-          [
-           "3_2",
-           38,
-           2687
-          ],
-          [
-           "3_2",
-           38,
-           2688
-          ],
-          [
-           "3_2",
-           38,
-           2689
-          ],
-          [
-           "3_2",
-           38,
-           2690
-          ],
-          [
-           "3_2",
-           39,
-           2691
-          ],
-          [
-           "3_2",
-           39,
-           2692
-          ],
-          [
-           "3_2",
-           39,
-           2693
-          ],
-          [
-           "3_2",
-           39,
-           2695
-          ],
-          [
-           "3_2",
-           40,
-           2696
-          ],
-          [
-           "3_2",
-           40,
-           2697
-          ],
-          [
-           "3_2",
-           40,
-           2699
-          ],
-          [
-           "3_2",
-           40,
-           2700
-          ],
-          [
-           "3_2",
-           41,
-           2702
-          ],
-          [
-           "3_2",
-           41,
-           2703
-          ],
-          [
-           "3_2",
-           41,
-           2704
-          ],
-          [
-           "3_2",
-           42,
-           2706
-          ],
-          [
-           "3_2",
-           42,
-           2707
-          ],
-          [
-           "3_2",
-           42,
-           2708
-          ],
-          [
-           "3_2",
-           42,
-           2709
-          ],
-          [
-           "3_2",
-           42,
-           2710
-          ],
-          [
-           "3_2",
-           43,
-           2713
-          ],
-          [
-           "3_2",
-           43,
-           2715
-          ],
-          [
-           "3_2",
-           44,
-           2718
-          ],
-          [
-           "3_2",
-           44,
-           2719
-          ],
-          [
-           "3_2",
-           45,
-           2723
-          ],
-          [
-           "3_2",
-           45,
-           2724
-          ],
-          [
-           "3_2",
-           45,
-           2725
-          ],
-          [
-           "3_2",
-           46,
-           2726
-          ],
-          [
-           "3_2",
-           46,
-           2727
-          ],
-          [
-           "3_2",
-           46,
-           2728
-          ],
-          [
-           "3_2",
-           46,
-           2729
-          ],
-          [
-           "3_2",
-           46,
-           2730
-          ],
-          [
-           "3_2",
-           47,
-           2732
-          ],
-          [
-           "3_2",
-           47,
-           2734
-          ],
-          [
-           "3_2",
-           47,
-           2735
-          ],
-          [
-           "3_2",
-           48,
-           2736
-          ],
-          [
-           "3_2",
-           48,
-           2740
-          ],
-          [
-           "3_2",
-           49,
-           2741
-          ],
-          [
-           "3_2",
-           49,
-           2742
-          ],
-          [
-           "3_2",
-           49,
-           2743
-          ],
-          [
-           "3_2",
-           49,
-           2744
-          ],
-          [
-           "3_2",
-           49,
-           2745
-          ],
-          [
-           "3_2",
-           50,
-           2747
-          ],
-          [
-           "3_2",
-           50,
-           2749
-          ],
-          [
-           "3_2",
-           50,
-           2750
-          ],
-          [
-           "3_2",
-           51,
-           2751
-          ],
-          [
-           "3_2",
-           51,
-           2752
-          ],
-          [
-           "3_2",
-           51,
-           2754
-          ],
-          [
-           "3_2",
-           51,
-           2755
-          ],
-          [
-           "3_2",
-           52,
-           2756
-          ],
-          [
-           "3_2",
-           52,
-           2757
-          ],
-          [
-           "3_2",
-           52,
-           2758
-          ],
-          [
-           "3_2",
-           52,
-           2759
-          ],
-          [
-           "3_2",
-           52,
-           2760
-          ],
-          [
-           "3_2",
-           53,
-           2761
-          ],
-          [
-           "3_2",
-           53,
-           2762
-          ],
-          [
-           "3_2",
-           53,
-           2764
-          ],
-          [
-           "3_2",
-           53,
-           2765
-          ],
-          [
-           "3_2",
-           54,
-           2766
-          ],
-          [
-           "3_2",
-           54,
-           2767
-          ],
-          [
-           "3_2",
-           54,
-           2768
-          ],
-          [
-           "3_2",
-           55,
-           2771
-          ],
-          [
-           "3_2",
-           55,
-           2772
-          ],
-          [
-           "3_2",
-           55,
-           2774
-          ],
-          [
-           "3_2",
-           55,
-           2775
-          ],
-          [
-           "3_2",
-           56,
-           2776
-          ],
-          [
-           "3_2",
-           56,
-           2778
-          ],
-          [
-           "3_2",
-           56,
-           2779
-          ],
-          [
-           "3_2",
-           57,
-           2781
-          ],
-          [
-           "3_2",
-           57,
-           2782
-          ],
-          [
-           "3_2",
-           57,
-           2783
-          ],
-          [
-           "3_2",
-           57,
-           2784
-          ],
-          [
-           "3_2",
-           58,
-           2787
-          ],
-          [
-           "3_2",
-           58,
-           2789
-          ],
-          [
-           "3_2",
-           58,
-           2790
-          ],
-          [
-           "3_2",
-           59,
-           2793
-          ],
-          [
-           "3_2",
-           59,
-           2795
-          ],
-          [
-           "3_2",
-           60,
-           2796
-          ],
-          [
-           "3_2",
-           60,
-           2797
-          ],
-          [
-           "3_2",
-           60,
-           2798
-          ],
-          [
-           "3_2",
-           60,
-           2799
-          ],
-          [
-           "3_2",
-           61,
-           2802
-          ],
-          [
-           "3_2",
-           61,
-           2804
-          ],
-          [
-           "3_2",
-           62,
-           2806
-          ],
-          [
-           "3_2",
-           62,
-           2808
-          ],
-          [
-           "3_2",
-           62,
-           2809
-          ],
-          [
-           "3_2",
-           63,
-           2812
-          ],
-          [
-           "3_2",
-           63,
-           2813
-          ],
-          [
-           "3_2",
-           63,
-           2814
-          ],
-          [
-           "3_2",
-           63,
-           2815
-          ],
-          [
-           "3_2",
-           64,
-           2816
-          ],
-          [
-           "3_2",
-           64,
-           2817
-          ],
-          [
-           "3_2",
-           64,
-           2818
-          ],
-          [
-           "3_2",
-           64,
-           2819
-          ],
-          [
-           "3_2",
-           64,
-           2820
-          ],
-          [
-           "3_2",
-           65,
-           2821
-          ],
-          [
-           "3_2",
-           65,
-           2822
-          ],
-          [
-           "3_2",
-           65,
-           2823
-          ],
-          [
-           "3_2",
-           65,
-           2824
-          ],
-          [
-           "3_2",
-           66,
-           2826
-          ],
-          [
-           "3_2",
-           66,
-           2827
-          ],
-          [
-           "3_2",
-           66,
-           2828
-          ],
-          [
-           "3_2",
-           66,
-           2829
-          ],
-          [
-           "3_2",
-           67,
-           2831
-          ],
-          [
-           "3_2",
-           67,
-           2832
-          ],
-          [
-           "3_2",
-           67,
-           2834
-          ],
-          [
-           "3_2",
-           67,
-           2835
-          ],
-          [
-           "3_2",
-           68,
-           2837
-          ],
-          [
-           "3_2",
-           68,
-           2838
-          ],
-          [
-           "3_2",
-           68,
-           2839
-          ],
-          [
-           "3_2",
-           68,
-           2840
-          ],
-          [
-           "3_2",
-           69,
-           2841
-          ],
-          [
-           "3_2",
-           69,
-           2843
-          ],
-          [
-           "3_2",
-           69,
-           2845
-          ],
-          [
-           "3_2",
-           70,
-           2846
-          ],
-          [
-           "3_2",
-           70,
-           2848
-          ],
-          [
-           "3_2",
-           70,
-           2849
-          ],
-          [
-           "3_2",
-           70,
-           2850
-          ],
-          [
-           "3_2",
-           71,
-           2852
-          ],
-          [
-           "3_2",
-           71,
-           2853
-          ],
-          [
-           "3_2",
-           71,
-           2854
-          ],
-          [
-           "3_2",
-           71,
-           2855
-          ],
-          [
-           "3_2",
-           72,
-           2856
-          ],
-          [
-           "3_2",
-           72,
-           2857
-          ],
-          [
-           "3_2",
-           72,
-           2858
-          ],
-          [
-           "3_2",
-           72,
-           2859
-          ],
-          [
-           "3_2",
-           73,
-           2861
-          ],
-          [
-           "3_2",
-           73,
-           2863
-          ],
-          [
-           "3_2",
-           73,
-           2864
-          ],
-          [
-           "3_2",
-           73,
-           2865
-          ],
-          [
-           "3_2",
-           74,
-           2867
-          ],
-          [
-           "3_2",
-           74,
-           2869
-          ],
-          [
-           "3_2",
-           74,
-           2870
-          ],
-          [
-           "3_2",
-           75,
-           2871
-          ],
-          [
-           "3_2",
-           75,
-           2873
-          ],
-          [
-           "3_2",
-           75,
-           2874
-          ],
-          [
-           "3_2",
-           75,
-           2875
-          ],
-          [
-           "3_2",
-           76,
-           2876
-          ],
-          [
-           "3_2",
-           76,
-           2878
-          ],
-          [
-           "3_2",
-           76,
-           2879
-          ],
-          [
-           "3_2",
-           77,
-           2881
-          ],
-          [
-           "3_2",
-           77,
-           2883
-          ],
-          [
-           "3_2",
-           77,
-           2884
-          ],
-          [
-           "3_2",
-           77,
-           2885
-          ],
-          [
-           "3_2",
-           78,
-           2886
-          ],
-          [
-           "3_2",
-           78,
-           2887
-          ],
-          [
-           "3_2",
-           78,
-           2888
-          ],
-          [
-           "3_2",
-           78,
-           2890
-          ],
-          [
-           "3_2",
-           79,
-           2891
-          ],
-          [
-           "3_2",
-           79,
-           2892
-          ],
-          [
-           "3_2",
-           79,
-           2893
-          ],
-          [
-           "3_2",
-           79,
-           2894
-          ],
-          [
-           "3_2",
-           79,
-           2895
-          ],
-          [
-           "3_2",
-           80,
-           2896
-          ],
-          [
-           "3_2",
-           80,
-           2897
-          ],
-          [
-           "3_2",
-           80,
-           2898
-          ],
-          [
-           "3_2",
-           80,
-           2899
-          ],
-          [
-           "3_2",
-           80,
-           2900
-          ],
-          [
-           "3_2",
-           81,
-           2901
-          ],
-          [
-           "3_2",
-           81,
-           2902
-          ],
-          [
-           "3_2",
-           81,
-           2904
-          ],
-          [
-           "3_2",
-           82,
-           2906
-          ],
-          [
-           "3_2",
-           82,
-           2907
-          ],
-          [
-           "3_2",
-           82,
-           2909
-          ],
-          [
-           "3_2",
-           82,
-           2910
-          ],
-          [
-           "3_2",
-           83,
-           2911
-          ],
-          [
-           "3_2",
-           83,
-           2912
-          ],
-          [
-           "3_2",
-           83,
-           2913
-          ],
-          [
-           "3_2",
-           83,
-           2914
-          ],
-          [
-           "3_2",
-           83,
-           2915
-          ],
-          [
-           "3_2",
-           84,
-           2916
-          ],
-          [
-           "3_2",
-           84,
-           2919
-          ],
-          [
-           "3_2",
-           85,
-           2921
-          ],
-          [
-           "3_2",
-           85,
-           2922
-          ],
-          [
-           "3_2",
-           85,
-           2923
-          ],
-          [
-           "3_2",
-           85,
-           2924
-          ],
-          [
-           "3_2",
-           86,
-           2926
-          ],
-          [
-           "3_2",
-           86,
-           2928
-          ],
-          [
-           "3_2",
-           86,
-           2930
-          ],
-          [
-           "3_2",
-           87,
-           2932
-          ],
-          [
-           "3_2",
-           87,
-           2933
-          ],
-          [
-           "3_2",
-           87,
-           2934
-          ],
-          [
-           "3_2",
-           87,
-           2935
-          ],
-          [
-           "3_2",
-           88,
-           2936
-          ],
-          [
-           "3_2",
-           88,
-           2938
-          ],
-          [
-           "3_2",
-           88,
-           2939
-          ],
-          [
-           "3_2",
-           88,
-           2940
-          ],
-          [
-           "3_2",
-           89,
-           2941
-          ],
-          [
-           "3_2",
-           89,
-           2942
-          ],
-          [
-           "3_2",
-           89,
-           2943
-          ],
-          [
-           "3_2",
-           89,
-           2944
-          ],
-          [
-           "3_2",
-           89,
-           2945
-          ],
-          [
-           "3_2",
-           90,
-           2946
-          ],
-          [
-           "3_2",
-           90,
-           2947
-          ],
-          [
-           "3_2",
-           90,
-           2948
-          ],
-          [
-           "3_2",
-           90,
-           2949
-          ],
-          [
-           "3_2",
-           90,
-           2950
-          ],
-          [
-           "3_2",
-           91,
-           2951
-          ],
-          [
-           "3_2",
-           91,
-           2952
-          ],
-          [
-           "3_2",
-           91,
-           2953
-          ],
-          [
-           "3_2",
-           91,
-           2955
-          ],
-          [
-           "3_2",
-           92,
-           2956
-          ],
-          [
-           "3_2",
-           92,
-           2957
-          ],
-          [
-           "3_2",
-           92,
-           2959
-          ],
-          [
-           "3_2",
-           92,
-           2960
-          ],
-          [
-           "3_2",
-           93,
-           2961
-          ],
-          [
-           "3_2",
-           93,
-           2962
-          ],
-          [
-           "3_2",
-           93,
-           2963
-          ],
-          [
-           "3_2",
-           93,
-           2964
-          ],
-          [
-           "3_2",
-           93,
-           2965
-          ],
-          [
-           "3_2",
-           94,
-           2968
-          ],
-          [
-           "3_2",
-           94,
-           2969
-          ],
-          [
-           "3_2",
-           94,
-           2970
-          ],
-          [
-           "3_2",
-           95,
-           2973
-          ],
-          [
-           "3_2",
-           95,
-           2974
-          ],
-          [
-           "3_2",
-           95,
-           2975
-          ],
-          [
-           "3_2",
-           96,
-           2976
-          ],
-          [
-           "3_2",
-           96,
-           2977
-          ],
-          [
-           "3_2",
-           96,
-           2978
-          ],
-          [
-           "3_2",
-           96,
-           2979
-          ],
-          [
-           "3_2",
-           96,
-           2980
-          ],
-          [
-           "3_2",
-           97,
-           2982
-          ],
-          [
-           "3_2",
-           97,
-           2983
-          ],
-          [
-           "3_2",
-           98,
-           2986
-          ],
-          [
-           "3_2",
-           98,
-           2987
-          ],
-          [
-           "3_2",
-           98,
-           2988
-          ],
-          [
-           "3_2",
-           98,
-           2989
-          ],
-          [
-           "3_2",
-           98,
-           2990
-          ],
-          [
-           "3_2",
-           99,
-           2991
-          ],
-          [
-           "3_2",
-           99,
-           2992
-          ],
-          [
-           "3_2",
-           99,
-           2994
-          ],
-          [
-           "3_2",
-           99,
-           2995
-          ],
-          [
-           "3_2",
-           100,
-           2996
-          ],
-          [
-           "3_2",
-           100,
-           2997
-          ],
-          [
-           "3_2",
-           100,
-           2998
-          ],
-          [
-           "3_2",
-           100,
-           2999
-          ],
-          [
-           "3_2",
-           100,
-           3000
-          ],
-          [
-           "4_1",
-           1,
-           3001
-          ],
-          [
-           "4_1",
-           1,
-           3002
-          ],
-          [
-           "4_1",
-           1,
-           3003
-          ],
-          [
-           "4_1",
-           1,
-           3004
-          ],
-          [
-           "4_1",
-           1,
-           3005
-          ],
-          [
-           "4_1",
-           2,
-           3007
-          ],
-          [
-           "4_1",
-           2,
-           3009
-          ],
-          [
-           "4_1",
-           3,
-           3011
-          ],
-          [
-           "4_1",
-           3,
-           3012
-          ],
-          [
-           "4_1",
-           3,
-           3013
-          ],
-          [
-           "4_1",
-           3,
-           3014
-          ],
-          [
-           "4_1",
-           3,
-           3015
-          ],
-          [
-           "4_1",
-           4,
-           3016
-          ],
-          [
-           "4_1",
-           4,
-           3017
-          ],
-          [
-           "4_1",
-           4,
-           3019
-          ],
-          [
-           "4_1",
-           4,
-           3020
-          ],
-          [
-           "4_1",
-           5,
-           3021
-          ],
-          [
-           "4_1",
-           5,
-           3022
-          ],
-          [
-           "4_1",
-           5,
-           3023
-          ],
-          [
-           "4_1",
-           5,
-           3024
-          ],
-          [
-           "4_1",
-           5,
-           3025
-          ],
-          [
-           "4_1",
-           6,
-           3026
-          ],
-          [
-           "4_1",
-           6,
-           3027
-          ],
-          [
-           "4_1",
-           6,
-           3028
-          ],
-          [
-           "4_1",
-           6,
-           3029
-          ],
-          [
-           "4_1",
-           6,
-           3030
-          ],
-          [
-           "4_1",
-           7,
-           3031
-          ],
-          [
-           "4_1",
-           7,
-           3034
-          ],
-          [
-           "4_1",
-           7,
-           3035
-          ],
-          [
-           "4_1",
-           8,
-           3036
-          ],
-          [
-           "4_1",
-           8,
-           3037
-          ],
-          [
-           "4_1",
-           8,
-           3038
-          ],
-          [
-           "4_1",
-           8,
-           3039
-          ],
-          [
-           "4_1",
-           8,
-           3040
-          ],
-          [
-           "4_1",
-           9,
-           3041
-          ],
-          [
-           "4_1",
-           9,
-           3042
-          ],
-          [
-           "4_1",
-           9,
-           3043
-          ],
-          [
-           "4_1",
-           9,
-           3044
-          ],
-          [
-           "4_1",
-           10,
-           3046
-          ],
-          [
-           "4_1",
-           10,
-           3047
-          ],
-          [
-           "4_1",
-           10,
-           3048
-          ],
-          [
-           "4_1",
-           10,
-           3049
-          ],
-          [
-           "4_1",
-           10,
-           3050
-          ],
-          [
-           "4_1",
-           11,
-           3052
-          ],
-          [
-           "4_1",
-           11,
-           3053
-          ],
-          [
-           "4_1",
-           11,
-           3054
-          ],
-          [
-           "4_1",
-           11,
-           3055
-          ],
-          [
-           "4_1",
-           12,
-           3056
-          ],
-          [
-           "4_1",
-           12,
-           3057
-          ],
-          [
-           "4_1",
-           12,
-           3058
-          ],
-          [
-           "4_1",
-           12,
-           3059
-          ],
-          [
-           "4_1",
-           13,
-           3061
-          ],
-          [
-           "4_1",
-           14,
-           3066
-          ],
-          [
-           "4_1",
-           14,
-           3067
-          ],
-          [
-           "4_1",
-           14,
-           3068
-          ],
-          [
-           "4_1",
-           15,
-           3071
-          ],
-          [
-           "4_1",
-           15,
-           3073
-          ],
-          [
-           "4_1",
-           15,
-           3075
-          ],
-          [
-           "4_1",
-           16,
-           3076
-          ],
-          [
-           "4_1",
-           16,
-           3077
-          ],
-          [
-           "4_1",
-           16,
-           3078
-          ],
-          [
-           "4_1",
-           16,
-           3079
-          ],
-          [
-           "4_1",
-           16,
-           3080
-          ],
-          [
-           "4_1",
-           17,
-           3081
-          ],
-          [
-           "4_1",
-           17,
-           3082
-          ],
-          [
-           "4_1",
-           17,
-           3083
-          ],
-          [
-           "4_1",
-           17,
-           3084
-          ],
-          [
-           "4_1",
-           17,
-           3085
-          ],
-          [
-           "4_1",
-           18,
-           3088
-          ],
-          [
-           "4_1",
-           18,
-           3090
-          ],
-          [
-           "4_1",
-           19,
-           3091
-          ],
-          [
-           "4_1",
-           19,
-           3092
-          ],
-          [
-           "4_1",
-           19,
-           3093
-          ],
-          [
-           "4_1",
-           19,
-           3094
-          ],
-          [
-           "4_1",
-           19,
-           3095
-          ],
-          [
-           "4_1",
-           20,
-           3096
-          ],
-          [
-           "4_1",
-           20,
-           3098
-          ],
-          [
-           "4_1",
-           20,
-           3099
-          ],
-          [
-           "4_1",
-           20,
-           3100
-          ],
-          [
-           "4_1",
-           21,
-           3101
-          ],
-          [
-           "4_1",
-           21,
-           3103
-          ],
-          [
-           "4_1",
-           21,
-           3105
-          ],
-          [
-           "4_1",
-           22,
-           3107
-          ],
-          [
-           "4_1",
-           22,
-           3108
-          ],
-          [
-           "4_1",
-           22,
-           3109
-          ],
-          [
-           "4_1",
-           22,
-           3110
-          ],
-          [
-           "4_1",
-           23,
-           3111
-          ],
-          [
-           "4_1",
-           23,
-           3113
-          ],
-          [
-           "4_1",
-           24,
-           3118
-          ],
-          [
-           "4_1",
-           24,
-           3119
-          ],
-          [
-           "4_1",
-           24,
-           3120
-          ],
-          [
-           "4_1",
-           25,
-           3123
-          ],
-          [
-           "4_1",
-           25,
-           3124
-          ],
-          [
-           "4_1",
-           25,
-           3125
-          ],
-          [
-           "4_1",
-           26,
-           3126
-          ],
-          [
-           "4_1",
-           26,
-           3127
-          ],
-          [
-           "4_1",
-           26,
-           3128
-          ],
-          [
-           "4_1",
-           26,
-           3129
-          ],
-          [
-           "4_1",
-           26,
-           3130
-          ],
-          [
-           "4_1",
-           27,
-           3131
-          ],
-          [
-           "4_1",
-           27,
-           3132
-          ],
-          [
-           "4_1",
-           27,
-           3133
-          ],
-          [
-           "4_1",
-           27,
-           3134
-          ],
-          [
-           "4_1",
-           27,
-           3135
-          ],
-          [
-           "4_1",
-           28,
-           3136
-          ],
-          [
-           "4_1",
-           28,
-           3137
-          ],
-          [
-           "4_1",
-           28,
-           3138
-          ],
-          [
-           "4_1",
-           28,
-           3140
-          ],
-          [
-           "4_1",
-           29,
-           3142
-          ],
-          [
-           "4_1",
-           29,
-           3143
-          ],
-          [
-           "4_1",
-           29,
-           3144
-          ],
-          [
-           "4_1",
-           30,
-           3146
-          ],
-          [
-           "4_1",
-           30,
-           3147
-          ],
-          [
-           "4_1",
-           30,
-           3148
-          ],
-          [
-           "4_1",
-           30,
-           3149
-          ],
-          [
-           "4_1",
-           30,
-           3150
-          ],
-          [
-           "4_1",
-           31,
-           3151
-          ],
-          [
-           "4_1",
-           31,
-           3152
-          ],
-          [
-           "4_1",
-           31,
-           3153
-          ],
-          [
-           "4_1",
-           32,
-           3157
-          ],
-          [
-           "4_1",
-           33,
-           3161
-          ],
-          [
-           "4_1",
-           33,
-           3162
-          ],
-          [
-           "4_1",
-           33,
-           3164
-          ],
-          [
-           "4_1",
-           33,
-           3165
-          ],
-          [
-           "4_1",
-           34,
-           3166
-          ],
-          [
-           "4_1",
-           34,
-           3168
-          ],
-          [
-           "4_1",
-           34,
-           3169
-          ],
-          [
-           "4_1",
-           35,
-           3171
-          ],
-          [
-           "4_1",
-           35,
-           3172
-          ],
-          [
-           "4_1",
-           35,
-           3173
-          ],
-          [
-           "4_1",
-           35,
-           3174
-          ],
-          [
-           "4_1",
-           35,
-           3175
-          ],
-          [
-           "4_1",
-           36,
-           3176
-          ],
-          [
-           "4_1",
-           36,
-           3177
-          ],
-          [
-           "4_1",
-           36,
-           3178
-          ],
-          [
-           "4_1",
-           36,
-           3179
-          ],
-          [
-           "4_1",
-           36,
-           3180
-          ],
-          [
-           "4_1",
-           37,
-           3182
-          ],
-          [
-           "4_1",
-           37,
-           3184
-          ],
-          [
-           "4_1",
-           38,
-           3186
-          ],
-          [
-           "4_1",
-           38,
-           3187
-          ],
-          [
-           "4_1",
-           38,
-           3188
-          ],
-          [
-           "4_1",
-           38,
-           3190
-          ],
-          [
-           "4_1",
-           39,
-           3192
-          ],
-          [
-           "4_1",
-           39,
-           3193
-          ],
-          [
-           "4_1",
-           39,
-           3194
-          ],
-          [
-           "4_1",
-           39,
-           3195
-          ],
-          [
-           "4_1",
-           40,
-           3199
-          ],
-          [
-           "4_1",
-           41,
-           3201
-          ],
-          [
-           "4_1",
-           41,
-           3202
-          ],
-          [
-           "4_1",
-           41,
-           3203
-          ],
-          [
-           "4_1",
-           41,
-           3204
-          ],
-          [
-           "4_1",
-           42,
-           3206
-          ],
-          [
-           "4_1",
-           42,
-           3207
-          ],
-          [
-           "4_1",
-           42,
-           3208
-          ],
-          [
-           "4_1",
-           42,
-           3209
-          ],
-          [
-           "4_1",
-           42,
-           3210
-          ],
-          [
-           "4_1",
-           43,
-           3211
-          ],
-          [
-           "4_1",
-           43,
-           3213
-          ],
-          [
-           "4_1",
-           43,
-           3214
-          ],
-          [
-           "4_1",
-           44,
-           3217
-          ],
-          [
-           "4_1",
-           44,
-           3218
-          ],
-          [
-           "4_1",
-           44,
-           3219
-          ],
-          [
-           "4_1",
-           44,
-           3220
-          ],
-          [
-           "4_1",
-           45,
-           3221
-          ],
-          [
-           "4_1",
-           45,
-           3222
-          ],
-          [
-           "4_1",
-           45,
-           3223
-          ],
-          [
-           "4_1",
-           45,
-           3224
-          ],
-          [
-           "4_1",
-           45,
-           3225
-          ],
-          [
-           "4_1",
-           46,
-           3226
-          ],
-          [
-           "4_1",
-           46,
-           3227
-          ],
-          [
-           "4_1",
-           46,
-           3228
-          ],
-          [
-           "4_1",
-           46,
-           3229
-          ],
-          [
-           "4_1",
-           47,
-           3231
-          ],
-          [
-           "4_1",
-           47,
-           3232
-          ],
-          [
-           "4_1",
-           47,
-           3233
-          ],
-          [
-           "4_1",
-           47,
-           3234
-          ],
-          [
-           "4_1",
-           47,
-           3235
-          ],
-          [
-           "4_1",
-           48,
-           3237
-          ],
-          [
-           "4_1",
-           48,
-           3238
-          ],
-          [
-           "4_1",
-           48,
-           3239
-          ],
-          [
-           "4_1",
-           49,
-           3241
-          ],
-          [
-           "4_1",
-           49,
-           3242
-          ],
-          [
-           "4_1",
-           49,
-           3244
-          ],
-          [
-           "4_1",
-           50,
-           3246
-          ],
-          [
-           "4_1",
-           50,
-           3247
-          ],
-          [
-           "4_1",
-           50,
-           3248
-          ],
-          [
-           "4_1",
-           50,
-           3250
-          ],
-          [
-           "4_1",
-           51,
-           3253
-          ],
-          [
-           "4_1",
-           51,
-           3254
-          ],
-          [
-           "4_1",
-           51,
-           3255
-          ],
-          [
-           "4_1",
-           52,
-           3256
-          ],
-          [
-           "4_1",
-           52,
-           3257
-          ],
-          [
-           "4_1",
-           52,
-           3258
-          ],
-          [
-           "4_1",
-           52,
-           3259
-          ],
-          [
-           "4_1",
-           52,
-           3260
-          ],
-          [
-           "4_1",
-           53,
-           3261
-          ],
-          [
-           "4_1",
-           53,
-           3262
-          ],
-          [
-           "4_1",
-           53,
-           3263
-          ],
-          [
-           "4_1",
-           53,
-           3264
-          ],
-          [
-           "4_1",
-           54,
-           3267
-          ],
-          [
-           "4_1",
-           54,
-           3269
-          ],
-          [
-           "4_1",
-           54,
-           3270
-          ],
-          [
-           "4_1",
-           55,
-           3271
-          ],
-          [
-           "4_1",
-           55,
-           3272
-          ],
-          [
-           "4_1",
-           55,
-           3273
-          ],
-          [
-           "4_1",
-           55,
-           3274
-          ],
-          [
-           "4_1",
-           55,
-           3275
-          ],
-          [
-           "4_1",
-           56,
-           3276
-          ],
-          [
-           "4_1",
-           56,
-           3277
-          ],
-          [
-           "4_1",
-           56,
-           3278
-          ],
-          [
-           "4_1",
-           56,
-           3279
-          ],
-          [
-           "4_1",
-           56,
-           3280
-          ],
-          [
-           "4_1",
-           57,
-           3281
-          ],
-          [
-           "4_1",
-           57,
-           3282
-          ],
-          [
-           "4_1",
-           57,
-           3283
-          ],
-          [
-           "4_1",
-           57,
-           3284
-          ],
-          [
-           "4_1",
-           58,
-           3286
-          ],
-          [
-           "4_1",
-           58,
-           3287
-          ],
-          [
-           "4_1",
-           58,
-           3288
-          ],
-          [
-           "4_1",
-           58,
-           3289
-          ],
-          [
-           "4_1",
-           59,
-           3291
-          ],
-          [
-           "4_1",
-           59,
-           3292
-          ],
-          [
-           "4_1",
-           59,
-           3294
-          ],
-          [
-           "4_1",
-           60,
-           3297
-          ],
-          [
-           "4_1",
-           60,
-           3298
-          ],
-          [
-           "4_1",
-           60,
-           3299
-          ],
-          [
-           "4_1",
-           60,
-           3300
-          ],
-          [
-           "4_1",
-           61,
-           3301
-          ],
-          [
-           "4_1",
-           61,
-           3303
-          ],
-          [
-           "4_1",
-           61,
-           3304
-          ],
-          [
-           "4_1",
-           61,
-           3305
-          ],
-          [
-           "4_1",
-           62,
-           3306
-          ],
-          [
-           "4_1",
-           62,
-           3308
-          ],
-          [
-           "4_1",
-           62,
-           3310
-          ],
-          [
-           "4_1",
-           63,
-           3311
-          ],
-          [
-           "4_1",
-           63,
-           3313
-          ],
-          [
-           "4_1",
-           63,
-           3314
-          ],
-          [
-           "4_1",
-           63,
-           3315
-          ],
-          [
-           "4_1",
-           64,
-           3316
-          ],
-          [
-           "4_1",
-           64,
-           3318
-          ],
-          [
-           "4_1",
-           64,
-           3319
-          ],
-          [
-           "4_1",
-           64,
-           3320
-          ],
-          [
-           "4_1",
-           65,
-           3322
-          ],
-          [
-           "4_1",
-           65,
-           3325
-          ],
-          [
-           "4_1",
-           66,
-           3326
-          ],
-          [
-           "4_1",
-           66,
-           3327
-          ],
-          [
-           "4_1",
-           66,
-           3328
-          ],
-          [
-           "4_1",
-           66,
-           3329
-          ],
-          [
-           "4_1",
-           67,
-           3331
-          ],
-          [
-           "4_1",
-           67,
-           3332
-          ],
-          [
-           "4_1",
-           67,
-           3333
-          ],
-          [
-           "4_1",
-           67,
-           3334
-          ],
-          [
-           "4_1",
-           67,
-           3335
-          ],
-          [
-           "4_1",
-           68,
-           3336
-          ],
-          [
-           "4_1",
-           68,
-           3337
-          ],
-          [
-           "4_1",
-           68,
-           3338
-          ],
-          [
-           "4_1",
-           68,
-           3339
-          ],
-          [
-           "4_1",
-           68,
-           3340
-          ],
-          [
-           "4_1",
-           69,
-           3341
-          ],
-          [
-           "4_1",
-           69,
-           3342
-          ],
-          [
-           "4_1",
-           69,
-           3345
-          ],
-          [
-           "4_1",
-           70,
-           3346
-          ],
-          [
-           "4_1",
-           70,
-           3348
-          ],
-          [
-           "4_1",
-           70,
-           3350
-          ],
-          [
-           "4_1",
-           71,
-           3351
-          ],
-          [
-           "4_1",
-           71,
-           3352
-          ],
-          [
-           "4_1",
-           71,
-           3353
-          ],
-          [
-           "4_1",
-           71,
-           3354
-          ],
-          [
-           "4_1",
-           71,
-           3355
-          ],
-          [
-           "4_1",
-           72,
-           3357
-          ],
-          [
-           "4_1",
-           72,
-           3359
-          ],
-          [
-           "4_1",
-           72,
-           3360
-          ],
-          [
-           "4_1",
-           73,
-           3361
-          ],
-          [
-           "4_1",
-           73,
-           3363
-          ],
-          [
-           "4_1",
-           73,
-           3365
-          ],
-          [
-           "4_1",
-           74,
-           3366
-          ],
-          [
-           "4_1",
-           74,
-           3367
-          ],
-          [
-           "4_1",
-           74,
-           3368
-          ],
-          [
-           "4_1",
-           74,
-           3369
-          ],
-          [
-           "4_1",
-           74,
-           3370
-          ],
-          [
-           "4_1",
-           75,
-           3371
-          ],
-          [
-           "4_1",
-           75,
-           3374
-          ],
-          [
-           "4_1",
-           75,
-           3375
-          ],
-          [
-           "4_1",
-           76,
-           3376
-          ],
-          [
-           "4_1",
-           76,
-           3377
-          ],
-          [
-           "4_1",
-           76,
-           3379
-          ],
-          [
-           "4_1",
-           76,
-           3380
-          ],
-          [
-           "4_1",
-           77,
-           3381
-          ],
-          [
-           "4_1",
-           77,
-           3384
-          ],
-          [
-           "4_1",
-           77,
-           3385
-          ],
-          [
-           "4_1",
-           78,
-           3386
-          ],
-          [
-           "4_1",
-           78,
-           3387
-          ],
-          [
-           "4_1",
-           78,
-           3389
-          ],
-          [
-           "4_1",
-           79,
-           3391
-          ],
-          [
-           "4_1",
-           79,
-           3392
-          ],
-          [
-           "4_1",
-           79,
-           3393
-          ],
-          [
-           "4_1",
-           80,
-           3396
-          ],
-          [
-           "4_1",
-           80,
-           3397
-          ],
-          [
-           "4_1",
-           80,
-           3398
-          ],
-          [
-           "4_1",
-           80,
-           3399
-          ],
-          [
-           "4_1",
-           80,
-           3400
-          ],
-          [
-           "4_1",
-           81,
-           3401
-          ],
-          [
-           "4_1",
-           81,
-           3402
-          ],
-          [
-           "4_1",
-           81,
-           3403
-          ],
-          [
-           "4_1",
-           81,
-           3404
-          ],
-          [
-           "4_1",
-           81,
-           3405
-          ],
-          [
-           "4_1",
-           82,
-           3406
-          ],
-          [
-           "4_1",
-           82,
-           3407
-          ],
-          [
-           "4_1",
-           82,
-           3408
-          ],
-          [
-           "4_1",
-           82,
-           3409
-          ],
-          [
-           "4_1",
-           82,
-           3410
-          ],
-          [
-           "4_1",
-           83,
-           3411
-          ],
-          [
-           "4_1",
-           83,
-           3412
-          ],
-          [
-           "4_1",
-           83,
-           3413
-          ],
-          [
-           "4_1",
-           83,
-           3414
-          ],
-          [
-           "4_1",
-           84,
-           3416
-          ],
-          [
-           "4_1",
-           84,
-           3417
-          ],
-          [
-           "4_1",
-           84,
-           3418
-          ],
-          [
-           "4_1",
-           84,
-           3419
-          ],
-          [
-           "4_1",
-           84,
-           3420
-          ],
-          [
-           "4_1",
-           85,
-           3422
-          ],
-          [
-           "4_1",
-           85,
-           3423
-          ],
-          [
-           "4_1",
-           85,
-           3424
-          ],
-          [
-           "4_1",
-           86,
-           3427
-          ],
-          [
-           "4_1",
-           86,
-           3428
-          ],
-          [
-           "4_1",
-           86,
-           3429
-          ],
-          [
-           "4_1",
-           86,
-           3430
-          ],
-          [
-           "4_1",
-           87,
-           3432
-          ],
-          [
-           "4_1",
-           87,
-           3433
-          ],
-          [
-           "4_1",
-           87,
-           3434
-          ],
-          [
-           "4_1",
-           87,
-           3435
-          ],
-          [
-           "4_1",
-           88,
-           3436
-          ],
-          [
-           "4_1",
-           88,
-           3438
-          ],
-          [
-           "4_1",
-           88,
-           3439
-          ],
-          [
-           "4_1",
-           88,
-           3440
-          ],
-          [
-           "4_1",
-           89,
-           3442
-          ],
-          [
-           "4_1",
-           89,
-           3444
-          ],
-          [
-           "4_1",
-           89,
-           3445
-          ],
-          [
-           "4_1",
-           90,
-           3446
-          ],
-          [
-           "4_1",
-           90,
-           3448
-          ],
-          [
-           "4_1",
-           90,
-           3449
-          ],
-          [
-           "4_1",
-           90,
-           3450
-          ],
-          [
-           "4_1",
-           91,
-           3454
-          ],
-          [
-           "4_1",
-           92,
-           3456
-          ],
-          [
-           "4_1",
-           92,
-           3458
-          ],
-          [
-           "4_1",
-           92,
-           3459
-          ],
-          [
-           "4_1",
-           92,
-           3460
-          ],
-          [
-           "4_1",
-           93,
-           3464
-          ],
-          [
-           "4_1",
-           93,
-           3465
-          ],
-          [
-           "4_1",
-           94,
-           3466
-          ],
-          [
-           "4_1",
-           94,
-           3468
-          ],
-          [
-           "4_1",
-           94,
-           3469
-          ],
-          [
-           "4_1",
-           94,
-           3470
-          ],
-          [
-           "4_1",
-           95,
-           3471
-          ],
-          [
-           "4_1",
-           95,
-           3472
-          ],
-          [
-           "4_1",
-           95,
-           3473
-          ],
-          [
-           "4_1",
-           95,
-           3475
-          ],
-          [
-           "4_1",
-           96,
-           3476
-          ],
-          [
-           "4_1",
-           96,
-           3477
-          ],
-          [
-           "4_1",
-           96,
-           3478
-          ],
-          [
-           "4_1",
-           96,
-           3480
-          ],
-          [
-           "4_1",
-           97,
-           3481
-          ],
-          [
-           "4_1",
-           97,
-           3482
-          ],
-          [
-           "4_1",
-           97,
-           3483
-          ],
-          [
-           "4_1",
-           97,
-           3484
-          ],
-          [
-           "4_1",
-           98,
-           3486
-          ],
-          [
-           "4_1",
-           98,
-           3488
-          ],
-          [
-           "4_1",
-           98,
-           3489
-          ],
-          [
-           "4_1",
-           98,
-           3490
-          ],
-          [
-           "4_1",
-           99,
-           3491
-          ],
-          [
-           "4_1",
-           99,
-           3494
-          ],
-          [
-           "4_1",
-           99,
-           3495
-          ],
-          [
-           "4_1",
-           100,
-           3496
-          ],
-          [
-           "4_1",
-           100,
-           3498
-          ],
-          [
-           "4_1",
-           100,
-           3499
-          ],
-          [
-           "4_1",
-           100,
-           3500
-          ],
-          [
-           "4_2",
-           1,
-           3502
-          ],
-          [
-           "4_2",
-           1,
-           3503
-          ],
-          [
-           "4_2",
-           2,
-           3506
-          ],
-          [
-           "4_2",
-           2,
-           3507
-          ],
-          [
-           "4_2",
-           2,
-           3509
-          ],
-          [
-           "4_2",
-           2,
-           3510
-          ],
-          [
-           "4_2",
-           3,
-           3511
-          ],
-          [
-           "4_2",
-           3,
-           3512
-          ],
-          [
-           "4_2",
-           3,
-           3513
-          ],
-          [
-           "4_2",
-           3,
-           3514
-          ],
-          [
-           "4_2",
-           4,
-           3516
-          ],
-          [
-           "4_2",
-           4,
-           3517
-          ],
-          [
-           "4_2",
-           4,
-           3518
-          ],
-          [
-           "4_2",
-           4,
-           3519
-          ],
-          [
-           "4_2",
-           5,
-           3522
-          ],
-          [
-           "4_2",
-           5,
-           3523
-          ],
-          [
-           "4_2",
-           5,
-           3524
-          ],
-          [
-           "4_2",
-           5,
-           3525
-          ],
-          [
-           "4_2",
-           6,
-           3527
-          ],
-          [
-           "4_2",
-           6,
-           3528
-          ],
-          [
-           "4_2",
-           6,
-           3529
-          ],
-          [
-           "4_2",
-           6,
-           3530
-          ],
-          [
-           "4_2",
-           7,
-           3531
-          ],
-          [
-           "4_2",
-           7,
-           3532
-          ],
-          [
-           "4_2",
-           7,
-           3534
-          ],
-          [
-           "4_2",
-           7,
-           3535
-          ],
-          [
-           "4_2",
-           8,
-           3536
-          ],
-          [
-           "4_2",
-           8,
-           3537
-          ],
-          [
-           "4_2",
-           8,
-           3538
-          ],
-          [
-           "4_2",
-           8,
-           3539
-          ],
-          [
-           "4_2",
-           8,
-           3540
-          ],
-          [
-           "4_2",
-           9,
-           3541
-          ],
-          [
-           "4_2",
-           9,
-           3542
-          ],
-          [
-           "4_2",
-           9,
-           3543
-          ],
-          [
-           "4_2",
-           9,
-           3544
-          ],
-          [
-           "4_2",
-           9,
-           3545
-          ],
-          [
-           "4_2",
-           10,
-           3546
-          ],
-          [
-           "4_2",
-           10,
-           3547
-          ],
-          [
-           "4_2",
-           10,
-           3548
-          ],
-          [
-           "4_2",
-           10,
-           3549
-          ],
-          [
-           "4_2",
-           10,
-           3550
-          ],
-          [
-           "4_2",
-           11,
-           3551
-          ],
-          [
-           "4_2",
-           11,
-           3552
-          ],
-          [
-           "4_2",
-           11,
-           3553
-          ],
-          [
-           "4_2",
-           11,
-           3554
-          ],
-          [
-           "4_2",
-           11,
-           3555
-          ],
-          [
-           "4_2",
-           12,
-           3559
-          ],
-          [
-           "4_2",
-           13,
-           3561
-          ],
-          [
-           "4_2",
-           13,
-           3562
-          ],
-          [
-           "4_2",
-           13,
-           3563
-          ],
-          [
-           "4_2",
-           13,
-           3564
-          ],
-          [
-           "4_2",
-           14,
-           3566
-          ],
-          [
-           "4_2",
-           14,
-           3567
-          ],
-          [
-           "4_2",
-           14,
-           3568
-          ],
-          [
-           "4_2",
-           14,
-           3569
-          ],
-          [
-           "4_2",
-           14,
-           3570
-          ],
-          [
-           "4_2",
-           15,
-           3571
-          ],
-          [
-           "4_2",
-           15,
-           3572
-          ],
-          [
-           "4_2",
-           15,
-           3573
-          ],
-          [
-           "4_2",
-           15,
-           3574
-          ],
-          [
-           "4_2",
-           15,
-           3575
-          ],
-          [
-           "4_2",
-           16,
-           3576
-          ],
-          [
-           "4_2",
-           16,
-           3577
-          ],
-          [
-           "4_2",
-           16,
-           3578
-          ],
-          [
-           "4_2",
-           16,
-           3579
-          ],
-          [
-           "4_2",
-           16,
-           3580
-          ],
-          [
-           "4_2",
-           17,
-           3581
-          ],
-          [
-           "4_2",
-           17,
-           3583
-          ],
-          [
-           "4_2",
-           17,
-           3584
-          ],
-          [
-           "4_2",
-           17,
-           3585
-          ],
-          [
-           "4_2",
-           18,
-           3586
-          ],
-          [
-           "4_2",
-           18,
-           3587
-          ],
-          [
-           "4_2",
-           18,
-           3588
-          ],
-          [
-           "4_2",
-           18,
-           3589
-          ],
-          [
-           "4_2",
-           19,
-           3592
-          ],
-          [
-           "4_2",
-           19,
-           3593
-          ],
-          [
-           "4_2",
-           19,
-           3594
-          ],
-          [
-           "4_2",
-           19,
-           3595
-          ],
-          [
-           "4_2",
-           20,
-           3597
-          ],
-          [
-           "4_2",
-           20,
-           3599
-          ],
-          [
-           "4_2",
-           21,
-           3601
-          ],
-          [
-           "4_2",
-           21,
-           3602
-          ],
-          [
-           "4_2",
-           21,
-           3604
-          ],
-          [
-           "4_2",
-           22,
-           3606
-          ],
-          [
-           "4_2",
-           22,
-           3607
-          ],
-          [
-           "4_2",
-           22,
-           3609
-          ],
-          [
-           "4_2",
-           22,
-           3610
-          ],
-          [
-           "4_2",
-           23,
-           3611
-          ],
-          [
-           "4_2",
-           23,
-           3612
-          ],
-          [
-           "4_2",
-           23,
-           3613
-          ],
-          [
-           "4_2",
-           23,
-           3614
-          ],
-          [
-           "4_2",
-           23,
-           3615
-          ],
-          [
-           "4_2",
-           24,
-           3616
-          ],
-          [
-           "4_2",
-           24,
-           3617
-          ],
-          [
-           "4_2",
-           24,
-           3619
-          ],
-          [
-           "4_2",
-           25,
-           3622
-          ],
-          [
-           "4_2",
-           25,
-           3623
-          ],
-          [
-           "4_2",
-           25,
-           3624
-          ],
-          [
-           "4_2",
-           25,
-           3625
-          ],
-          [
-           "4_2",
-           26,
-           3626
-          ],
-          [
-           "4_2",
-           26,
-           3627
-          ],
-          [
-           "4_2",
-           26,
-           3629
-          ],
-          [
-           "4_2",
-           26,
-           3630
-          ],
-          [
-           "4_2",
-           27,
-           3631
-          ],
-          [
-           "4_2",
-           27,
-           3632
-          ],
-          [
-           "4_2",
-           27,
-           3633
-          ],
-          [
-           "4_2",
-           27,
-           3634
-          ],
-          [
-           "4_2",
-           27,
-           3635
-          ],
-          [
-           "4_2",
-           28,
-           3636
-          ],
-          [
-           "4_2",
-           28,
-           3637
-          ],
-          [
-           "4_2",
-           28,
-           3638
-          ],
-          [
-           "4_2",
-           28,
-           3639
-          ],
-          [
-           "4_2",
-           29,
-           3645
-          ],
-          [
-           "4_2",
-           30,
-           3646
-          ],
-          [
-           "4_2",
-           30,
-           3647
-          ],
-          [
-           "4_2",
-           30,
-           3648
-          ],
-          [
-           "4_2",
-           30,
-           3649
-          ],
-          [
-           "4_2",
-           31,
-           3651
-          ],
-          [
-           "4_2",
-           31,
-           3652
-          ],
-          [
-           "4_2",
-           31,
-           3653
-          ],
-          [
-           "4_2",
-           31,
-           3654
-          ],
-          [
-           "4_2",
-           31,
-           3655
-          ],
-          [
-           "4_2",
-           32,
-           3657
-          ],
-          [
-           "4_2",
-           32,
-           3658
-          ],
-          [
-           "4_2",
-           32,
-           3659
-          ],
-          [
-           "4_2",
-           32,
-           3660
-          ],
-          [
-           "4_2",
-           33,
-           3661
-          ],
-          [
-           "4_2",
-           33,
-           3662
-          ],
-          [
-           "4_2",
-           33,
-           3663
-          ],
-          [
-           "4_2",
-           33,
-           3665
-          ],
-          [
-           "4_2",
-           34,
-           3667
-          ],
-          [
-           "4_2",
-           34,
-           3668
-          ],
-          [
-           "4_2",
-           34,
-           3669
-          ],
-          [
-           "4_2",
-           34,
-           3670
-          ],
-          [
-           "4_2",
-           35,
-           3672
-          ],
-          [
-           "4_2",
-           35,
-           3673
-          ],
-          [
-           "4_2",
-           35,
-           3674
-          ],
-          [
-           "4_2",
-           35,
-           3675
-          ],
-          [
-           "4_2",
-           36,
-           3676
-          ],
-          [
-           "4_2",
-           36,
-           3677
-          ],
-          [
-           "4_2",
-           36,
-           3678
-          ],
-          [
-           "4_2",
-           37,
-           3683
-          ],
-          [
-           "4_2",
-           37,
-           3684
-          ],
-          [
-           "4_2",
-           37,
-           3685
-          ],
-          [
-           "4_2",
-           38,
-           3687
-          ],
-          [
-           "4_2",
-           38,
-           3688
-          ],
-          [
-           "4_2",
-           38,
-           3690
-          ],
-          [
-           "4_2",
-           39,
-           3691
-          ],
-          [
-           "4_2",
-           39,
-           3692
-          ],
-          [
-           "4_2",
-           39,
-           3693
-          ],
-          [
-           "4_2",
-           39,
-           3694
-          ],
-          [
-           "4_2",
-           39,
-           3695
-          ],
-          [
-           "4_2",
-           40,
-           3698
-          ],
-          [
-           "4_2",
-           40,
-           3699
-          ],
-          [
-           "4_2",
-           41,
-           3701
-          ],
-          [
-           "4_2",
-           41,
-           3702
-          ],
-          [
-           "4_2",
-           41,
-           3703
-          ],
-          [
-           "4_2",
-           41,
-           3705
-          ],
-          [
-           "4_2",
-           42,
-           3706
-          ],
-          [
-           "4_2",
-           42,
-           3708
-          ],
-          [
-           "4_2",
-           42,
-           3709
-          ],
-          [
-           "4_2",
-           43,
-           3712
-          ],
-          [
-           "4_2",
-           43,
-           3713
-          ],
-          [
-           "4_2",
-           44,
-           3716
-          ],
-          [
-           "4_2",
-           44,
-           3717
-          ],
-          [
-           "4_2",
-           44,
-           3718
-          ],
-          [
-           "4_2",
-           44,
-           3720
-          ],
-          [
-           "4_2",
-           45,
-           3722
-          ],
-          [
-           "4_2",
-           45,
-           3723
-          ],
-          [
-           "4_2",
-           45,
-           3725
-          ],
-          [
-           "4_2",
-           46,
-           3727
-          ],
-          [
-           "4_2",
-           46,
-           3728
-          ],
-          [
-           "4_2",
-           46,
-           3729
-          ],
-          [
-           "4_2",
-           46,
-           3730
-          ],
-          [
-           "4_2",
-           47,
-           3731
-          ],
-          [
-           "4_2",
-           47,
-           3732
-          ],
-          [
-           "4_2",
-           47,
-           3733
-          ],
-          [
-           "4_2",
-           47,
-           3734
-          ],
-          [
-           "4_2",
-           47,
-           3735
-          ],
-          [
-           "4_2",
-           48,
-           3736
-          ],
-          [
-           "4_2",
-           48,
-           3737
-          ],
-          [
-           "4_2",
-           48,
-           3738
-          ],
-          [
-           "4_2",
-           48,
-           3739
-          ],
-          [
-           "4_2",
-           48,
-           3740
-          ],
-          [
-           "4_2",
-           49,
-           3741
-          ],
-          [
-           "4_2",
-           49,
-           3742
-          ],
-          [
-           "4_2",
-           49,
-           3743
-          ],
-          [
-           "4_2",
-           49,
-           3744
-          ],
-          [
-           "4_2",
-           49,
-           3745
-          ],
-          [
-           "4_2",
-           50,
-           3747
-          ],
-          [
-           "4_2",
-           50,
-           3748
-          ],
-          [
-           "4_2",
-           50,
-           3749
-          ],
-          [
-           "4_2",
-           51,
-           3751
-          ],
-          [
-           "4_2",
-           51,
-           3752
-          ],
-          [
-           "4_2",
-           51,
-           3753
-          ],
-          [
-           "4_2",
-           51,
-           3754
-          ],
-          [
-           "4_2",
-           52,
-           3756
-          ],
-          [
-           "4_2",
-           52,
-           3758
-          ],
-          [
-           "4_2",
-           53,
-           3761
-          ],
-          [
-           "4_2",
-           53,
-           3762
-          ],
-          [
-           "4_2",
-           53,
-           3765
-          ],
-          [
-           "4_2",
-           54,
-           3766
-          ],
-          [
-           "4_2",
-           54,
-           3767
-          ],
-          [
-           "4_2",
-           54,
-           3769
-          ],
-          [
-           "4_2",
-           54,
-           3770
-          ],
-          [
-           "4_2",
-           55,
-           3771
-          ],
-          [
-           "4_2",
-           55,
-           3774
-          ],
-          [
-           "4_2",
-           55,
-           3775
-          ],
-          [
-           "4_2",
-           56,
-           3776
-          ],
-          [
-           "4_2",
-           56,
-           3777
-          ],
-          [
-           "4_2",
-           56,
-           3778
-          ],
-          [
-           "4_2",
-           56,
-           3779
-          ],
-          [
-           "4_2",
-           56,
-           3780
-          ],
-          [
-           "4_2",
-           57,
-           3781
-          ],
-          [
-           "4_2",
-           57,
-           3782
-          ],
-          [
-           "4_2",
-           57,
-           3783
-          ],
-          [
-           "4_2",
-           57,
-           3784
-          ],
-          [
-           "4_2",
-           57,
-           3785
-          ],
-          [
-           "4_2",
-           58,
-           3786
-          ],
-          [
-           "4_2",
-           58,
-           3787
-          ],
-          [
-           "4_2",
-           58,
-           3788
-          ],
-          [
-           "4_2",
-           58,
-           3789
-          ],
-          [
-           "4_2",
-           58,
-           3790
-          ],
-          [
-           "4_2",
-           59,
-           3791
-          ],
-          [
-           "4_2",
-           59,
-           3792
-          ],
-          [
-           "4_2",
-           59,
-           3793
-          ],
-          [
-           "4_2",
-           59,
-           3794
-          ],
-          [
-           "4_2",
-           59,
-           3795
-          ],
-          [
-           "4_2",
-           60,
-           3796
-          ],
-          [
-           "4_2",
-           60,
-           3797
-          ],
-          [
-           "4_2",
-           60,
-           3799
-          ],
-          [
-           "4_2",
-           60,
-           3800
-          ],
-          [
-           "4_2",
-           61,
-           3801
-          ],
-          [
-           "4_2",
-           61,
-           3802
-          ],
-          [
-           "4_2",
-           61,
-           3803
-          ],
-          [
-           "4_2",
-           62,
-           3806
-          ],
-          [
-           "4_2",
-           62,
-           3808
-          ],
-          [
-           "4_2",
-           62,
-           3809
-          ],
-          [
-           "4_2",
-           62,
-           3810
-          ],
-          [
-           "4_2",
-           63,
-           3811
-          ],
-          [
-           "4_2",
-           63,
-           3812
-          ],
-          [
-           "4_2",
-           63,
-           3814
-          ],
-          [
-           "4_2",
-           63,
-           3815
-          ],
-          [
-           "4_2",
-           64,
-           3816
-          ],
-          [
-           "4_2",
-           64,
-           3817
-          ],
-          [
-           "4_2",
-           64,
-           3818
-          ],
-          [
-           "4_2",
-           64,
-           3820
-          ],
-          [
-           "4_2",
-           65,
-           3821
-          ],
-          [
-           "4_2",
-           65,
-           3823
-          ],
-          [
-           "4_2",
-           65,
-           3825
-          ],
-          [
-           "4_2",
-           66,
-           3826
-          ],
-          [
-           "4_2",
-           66,
-           3827
-          ],
-          [
-           "4_2",
-           67,
-           3831
-          ],
-          [
-           "4_2",
-           67,
-           3832
-          ],
-          [
-           "4_2",
-           67,
-           3833
-          ],
-          [
-           "4_2",
-           67,
-           3835
-          ],
-          [
-           "4_2",
-           68,
-           3836
-          ],
-          [
-           "4_2",
-           68,
-           3837
-          ],
-          [
-           "4_2",
-           68,
-           3839
-          ],
-          [
-           "4_2",
-           68,
-           3840
-          ],
-          [
-           "4_2",
-           69,
-           3841
-          ],
-          [
-           "4_2",
-           69,
-           3842
-          ],
-          [
-           "4_2",
-           69,
-           3843
-          ],
-          [
-           "4_2",
-           69,
-           3844
-          ],
-          [
-           "4_2",
-           70,
-           3847
-          ],
-          [
-           "4_2",
-           70,
-           3848
-          ],
-          [
-           "4_2",
-           70,
-           3850
-          ],
-          [
-           "4_2",
-           71,
-           3851
-          ],
-          [
-           "4_2",
-           71,
-           3853
-          ],
-          [
-           "4_2",
-           71,
-           3855
-          ],
-          [
-           "4_2",
-           72,
-           3857
-          ],
-          [
-           "4_2",
-           72,
-           3859
-          ],
-          [
-           "4_2",
-           72,
-           3860
-          ],
-          [
-           "4_2",
-           73,
-           3861
-          ],
-          [
-           "4_2",
-           73,
-           3862
-          ],
-          [
-           "4_2",
-           73,
-           3865
-          ],
-          [
-           "4_2",
-           74,
-           3866
-          ],
-          [
-           "4_2",
-           74,
-           3869
-          ],
-          [
-           "4_2",
-           75,
-           3873
-          ],
-          [
-           "4_2",
-           76,
-           3876
-          ],
-          [
-           "4_2",
-           76,
-           3877
-          ],
-          [
-           "4_2",
-           76,
-           3878
-          ],
-          [
-           "4_2",
-           76,
-           3879
-          ],
-          [
-           "4_2",
-           76,
-           3880
-          ],
-          [
-           "4_2",
-           77,
-           3881
-          ],
-          [
-           "4_2",
-           77,
-           3882
-          ],
-          [
-           "4_2",
-           77,
-           3884
-          ],
-          [
-           "4_2",
-           77,
-           3885
-          ],
-          [
-           "4_2",
-           78,
-           3886
-          ],
-          [
-           "4_2",
-           78,
-           3887
-          ],
-          [
-           "4_2",
-           78,
-           3888
-          ],
-          [
-           "4_2",
-           79,
-           3892
-          ],
-          [
-           "4_2",
-           79,
-           3893
-          ],
-          [
-           "4_2",
-           79,
-           3894
-          ],
-          [
-           "4_2",
-           79,
-           3895
-          ],
-          [
-           "4_2",
-           80,
-           3896
-          ],
-          [
-           "4_2",
-           80,
-           3897
-          ],
-          [
-           "4_2",
-           80,
-           3898
-          ],
-          [
-           "4_2",
-           80,
-           3900
-          ],
-          [
-           "4_2",
-           81,
-           3901
-          ],
-          [
-           "4_2",
-           81,
-           3902
-          ],
-          [
-           "4_2",
-           81,
-           3903
-          ],
-          [
-           "4_2",
-           81,
-           3904
-          ],
-          [
-           "4_2",
-           81,
-           3905
-          ],
-          [
-           "4_2",
-           82,
-           3906
-          ],
-          [
-           "4_2",
-           82,
-           3907
-          ],
-          [
-           "4_2",
-           82,
-           3908
-          ],
-          [
-           "4_2",
-           82,
-           3910
-          ],
-          [
-           "4_2",
-           83,
-           3912
-          ],
-          [
-           "4_2",
-           83,
-           3913
-          ],
-          [
-           "4_2",
-           83,
-           3914
-          ],
-          [
-           "4_2",
-           83,
-           3915
-          ],
-          [
-           "4_2",
-           84,
-           3916
-          ],
-          [
-           "4_2",
-           84,
-           3917
-          ],
-          [
-           "4_2",
-           84,
-           3918
-          ],
-          [
-           "4_2",
-           84,
-           3919
-          ],
-          [
-           "4_2",
-           84,
-           3920
-          ],
-          [
-           "4_2",
-           85,
-           3923
-          ],
-          [
-           "4_2",
-           85,
-           3924
-          ],
-          [
-           "4_2",
-           85,
-           3925
-          ],
-          [
-           "4_2",
-           86,
-           3926
-          ],
-          [
-           "4_2",
-           86,
-           3928
-          ],
-          [
-           "4_2",
-           86,
-           3929
-          ],
-          [
-           "4_2",
-           86,
-           3930
-          ],
-          [
-           "4_2",
-           87,
-           3931
-          ],
-          [
-           "4_2",
-           87,
-           3933
-          ],
-          [
-           "4_2",
-           87,
-           3935
-          ],
-          [
-           "4_2",
-           88,
-           3939
-          ],
-          [
-           "4_2",
-           88,
-           3940
-          ],
-          [
-           "4_2",
-           89,
-           3941
-          ],
-          [
-           "4_2",
-           89,
-           3942
-          ],
-          [
-           "4_2",
-           89,
-           3943
-          ],
-          [
-           "4_2",
-           89,
-           3944
-          ],
-          [
-           "4_2",
-           89,
-           3945
-          ],
-          [
-           "4_2",
-           90,
-           3946
-          ],
-          [
-           "4_2",
-           90,
-           3947
-          ],
-          [
-           "4_2",
-           90,
-           3950
-          ],
-          [
-           "4_2",
-           91,
-           3951
-          ],
-          [
-           "4_2",
-           91,
-           3954
-          ],
-          [
-           "4_2",
-           91,
-           3955
-          ],
-          [
-           "4_2",
-           92,
-           3956
-          ],
-          [
-           "4_2",
-           92,
-           3957
-          ],
-          [
-           "4_2",
-           92,
-           3958
-          ],
-          [
-           "4_2",
-           92,
-           3959
-          ],
-          [
-           "4_2",
-           92,
-           3960
-          ],
-          [
-           "4_2",
-           93,
-           3961
-          ],
-          [
-           "4_2",
-           93,
-           3962
-          ],
-          [
-           "4_2",
-           93,
-           3963
-          ],
-          [
-           "4_2",
-           93,
-           3964
-          ],
-          [
-           "4_2",
-           94,
-           3966
-          ],
-          [
-           "4_2",
-           94,
-           3968
-          ],
-          [
-           "4_2",
-           94,
-           3969
-          ],
-          [
-           "4_2",
-           94,
-           3970
-          ],
-          [
-           "4_2",
-           95,
-           3971
-          ],
-          [
-           "4_2",
-           95,
-           3973
-          ],
-          [
-           "4_2",
-           95,
-           3974
-          ],
-          [
-           "4_2",
-           96,
-           3976
-          ],
-          [
-           "4_2",
-           96,
-           3977
-          ],
-          [
-           "4_2",
-           96,
-           3978
-          ],
-          [
-           "4_2",
-           96,
-           3979
-          ],
-          [
-           "4_2",
-           96,
-           3980
-          ],
-          [
-           "4_2",
-           97,
-           3981
-          ],
-          [
-           "4_2",
-           97,
-           3983
-          ],
-          [
-           "4_2",
-           97,
-           3984
-          ],
-          [
-           "4_2",
-           97,
-           3985
-          ],
-          [
-           "4_2",
-           98,
-           3986
-          ],
-          [
-           "4_2",
-           98,
-           3987
-          ],
-          [
-           "4_2",
-           98,
-           3988
-          ],
-          [
-           "4_2",
-           99,
-           3991
-          ],
-          [
-           "4_2",
-           99,
-           3992
-          ],
-          [
-           "4_2",
-           99,
-           3994
-          ],
-          [
-           "4_2",
-           99,
-           3995
-          ],
-          [
-           "4_2",
-           100,
-           3996
-          ],
-          [
-           "4_2",
-           100,
-           3997
-          ],
-          [
-           "4_2",
-           100,
-           3998
-          ],
-          [
-           "4_2",
-           100,
-           3999
-          ],
-          [
-           "4_2",
-           100,
-           4000
-          ]
-         ],
-         "hovertemplate": "<b>mR</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "mR",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x2",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y2"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "FgAhADQAOABDAJUAmwBFAaMBpgE5AgEDegOeA7gD3gP/AwIEHAVRBWAFYQWcBekF9QUSBl4GYAbEBusG9wb5BgMHBAc4B04HUQdtB3EHkAfWB+4HFwg5CD0IBAn2CQMKZQppCqYKAQsHC8kL",
-          "dtype": "i2"
-         },
-         "xaxis": "x2",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y2"
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "Individuals Chart",
-          "x": 0.225,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 1.0,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "mR",
-          "x": 0.775,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 1.0,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 240.7 | CL = 237.8 | LPL = 234.9",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "1_2",
-          "x": 376,
-          "xref": "x",
-          "y": 243.429,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "2_1",
-          "x": 756,
-          "xref": "x",
-          "y": 243.429,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "2_2",
-          "x": 1145,
-          "xref": "x",
-          "y": 243.429,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "3_1",
-          "x": 1525,
-          "xref": "x",
-          "y": 243.429,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "3_2",
-          "x": 1901,
-          "xref": "x",
-          "y": 243.429,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "4_1",
-          "x": 2288,
-          "xref": "x",
-          "y": 243.429,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "4_2",
-          "x": 2665,
-          "xref": "x",
-          "y": 243.429,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 3.580 | CL = 1.100 | LPL = 0.000",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x2 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "1_2",
-          "x": 375,
-          "xref": "x2",
-          "y": 8.6625,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "2_1",
-          "x": 755,
-          "xref": "x2",
-          "y": 8.6625,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "2_2",
-          "x": 1144,
-          "xref": "x2",
-          "y": 8.6625,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "3_1",
-          "x": 1524,
-          "xref": "x2",
-          "y": 8.6625,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "3_2",
-          "x": 1900,
-          "xref": "x2",
-          "y": 8.6625,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "4_1",
-          "x": 2287,
-          "xref": "x2",
-          "y": 8.6625,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "4_2",
-          "x": 2664,
-          "xref": "x2",
-          "y": 8.6625,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>1_1</b>",
-          "x": 188,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>1_2</b>",
-          "x": 566,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>2_1</b>",
-          "x": 950,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>2_2</b>",
-          "x": 1335,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>3_1</b>",
-          "x": 1713,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>3_2</b>",
-          "x": 2094,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>4_1</b>",
-          "x": 2476,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>4_2</b>",
-          "x": 2853,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>1_1</b>",
-          "x": 187,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>1_2</b>",
-          "x": 565,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>2_1</b>",
-          "x": 949,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>2_2</b>",
-          "x": 1334,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>3_1</b>",
-          "x": 1712,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>3_2</b>",
-          "x": 2093,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>4_1</b>",
-          "x": 2475,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>4_2</b>",
-          "x": 2852,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 450,
-        "hovermode": "closest",
-        "margin": {
-         "b": 160
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 240.72,
-          "y1": 240.72,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 234.9,
-          "y1": 234.9,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 237.81,
-          "y1": 237.81,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 376,
-          "x1": 376,
-          "xref": "x",
-          "y0": 229.151,
-          "y1": 243.429,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 756,
-          "x1": 756,
-          "xref": "x",
-          "y0": 229.151,
-          "y1": 243.429,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1145,
-          "x1": 1145,
-          "xref": "x",
-          "y0": 229.151,
-          "y1": 243.429,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1525,
-          "x1": 1525,
-          "xref": "x",
-          "y0": 229.151,
-          "y1": 243.429,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1901,
-          "x1": 1901,
-          "xref": "x",
-          "y0": 229.151,
-          "y1": 243.429,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 2288,
-          "x1": 2288,
-          "xref": "x",
-          "y0": 229.151,
-          "y1": 243.429,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 2665,
-          "x1": 2665,
-          "xref": "x",
-          "y0": 229.151,
-          "y1": 243.429,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x2 domain",
-          "y0": 3.58,
-          "y1": 3.58,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x2 domain",
-          "y0": 0.0,
-          "y1": 0.0,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x2 domain",
-          "y0": 1.1,
-          "y1": 1.1,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 375,
-          "x1": 375,
-          "xref": "x2",
-          "y0": -0.41250000000000003,
-          "y1": 8.6625,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 755,
-          "x1": 755,
-          "xref": "x2",
-          "y0": -0.41250000000000003,
-          "y1": 8.6625,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1144,
-          "x1": 1144,
-          "xref": "x2",
-          "y0": -0.41250000000000003,
-          "y1": 8.6625,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1524,
-          "x1": 1524,
-          "xref": "x2",
-          "y0": -0.41250000000000003,
-          "y1": 8.6625,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1900,
-          "x1": 1900,
-          "xref": "x2",
-          "y0": -0.41250000000000003,
-          "y1": 8.6625,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 2287,
-          "x1": 2287,
-          "xref": "x2",
-          "y0": -0.41250000000000003,
-          "y1": 8.6625,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 2664,
-          "x1": 2664,
-          "xref": "x2",
-          "y0": -0.41250000000000003,
-          "y1": 8.6625,
-          "yref": "y2"
-         }
-        ],
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "font": {
-          "color": "#222222",
-          "size": 14
-         },
-         "x": 0.5,
-         "xanchor": "center"
-        },
-        "width": 1000,
-        "xaxis": {
-         "anchor": "y",
-         "automargin": true,
-         "domain": [
-          0.0,
-          0.45
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "34",
-          "68",
-          "100",
-          "1",
-          "37",
-          "67",
-          "100",
-          "1",
-          "34",
-          "66",
-          "100",
-          "1",
-          "35",
-          "67",
-          "100",
-          "1",
-          "34",
-          "65",
-          "100",
-          "1",
-          "32",
-          "68",
-          "100",
-          "1",
-          "34",
-          "67",
-          "100",
-          "1",
-          "32",
-          "66",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          125,
-          250,
-          375,
-          376,
-          502,
-          629,
-          755,
-          756,
-          885,
-          1015,
-          1144,
-          1145,
-          1271,
-          1398,
-          1524,
-          1525,
-          1650,
-          1775,
-          1900,
-          1901,
-          2030,
-          2158,
-          2287,
-          2288,
-          2413,
-          2539,
-          2664,
-          2665,
-          2790,
-          2916,
-          3041
-         ],
-         "title": {
-          "standoff": 5,
-          "text": "Production Time"
-         }
-        },
-        "xaxis2": {
-         "anchor": "y2",
-         "automargin": true,
-         "domain": [
-          0.55,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "35",
-          "68",
-          "100",
-          "1",
-          "37",
-          "67",
-          "100",
-          "1",
-          "34",
-          "66",
-          "100",
-          "1",
-          "35",
-          "67",
-          "100",
-          "1",
-          "34",
-          "65",
-          "100",
-          "1",
-          "32",
-          "68",
-          "100",
-          "1",
-          "34",
-          "67",
-          "100",
-          "1",
-          "32",
-          "66",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          125,
-          249,
-          374,
-          375,
-          501,
-          628,
-          754,
-          755,
-          884,
-          1014,
-          1143,
-          1144,
-          1270,
-          1397,
-          1523,
-          1524,
-          1649,
-          1774,
-          1899,
-          1900,
-          2029,
-          2157,
-          2286,
-          2287,
-          2412,
-          2538,
-          2663,
-          2664,
-          2789,
-          2915,
-          3040
-         ],
-         "title": {
-          "standoff": 5,
-          "text": "Production Time"
-         }
-        },
-        "yaxis": {
-         "anchor": "x",
-         "autorange": false,
-         "domain": [
-          0.0,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          229.151,
-          243.429
-         ],
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Individual Value"
-         },
-         "zeroline": false
-        },
-        "yaxis2": {
-         "anchor": "x2",
-         "autorange": false,
-         "domain": [
-          0.0,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          -0.41250000000000003,
-          8.6625
-         ],
-         "showgrid": true,
-         "showline": true
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds3_val.execute(chart='X', by=[], companion=True,).plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Analysis of Original PM Behavior — XmR by PDC RSG (Slides 3-18)\n",
-    "\n",
-    "Individual XmR + Moving Range charts for each of the 8 factor combinations (PDC RSG: 1-1, 1-2, 2-1, 2-2, 3-1, 3-2, 4-1, 4-2). The `by` parameter with `companion=True` produces all 16 charts in one call."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.675597Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.675529Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.917788Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.917413Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "customdata": [
-          [
-           "1_1",
-           1,
-           1
-          ],
-          [
-           "1_1",
-           1,
-           2
-          ],
-          [
-           "1_1",
-           1,
-           3
-          ],
-          [
-           "1_1",
-           1,
-           4
-          ],
-          [
-           "1_1",
-           1,
-           5
-          ],
-          [
-           "1_1",
-           2,
-           6
-          ],
-          [
-           "1_1",
-           2,
-           7
-          ],
-          [
-           "1_1",
-           2,
-           9
-          ],
-          [
-           "1_1",
-           2,
-           10
-          ],
-          [
-           "1_1",
-           3,
-           11
-          ],
-          [
-           "1_1",
-           3,
-           13
-          ],
-          [
-           "1_1",
-           4,
-           16
-          ],
-          [
-           "1_1",
-           4,
-           17
-          ],
-          [
-           "1_1",
-           4,
-           18
-          ],
-          [
-           "1_1",
-           4,
-           19
-          ],
-          [
-           "1_1",
-           4,
-           20
-          ],
-          [
-           "1_1",
-           5,
-           21
-          ],
-          [
-           "1_1",
-           5,
-           22
-          ],
-          [
-           "1_1",
-           5,
-           23
-          ],
-          [
-           "1_1",
-           5,
-           24
-          ],
-          [
-           "1_1",
-           5,
-           25
-          ],
-          [
-           "1_1",
-           6,
-           27
-          ],
-          [
-           "1_1",
-           6,
-           28
-          ],
-          [
-           "1_1",
-           6,
-           30
-          ],
-          [
-           "1_1",
-           7,
-           31
-          ],
-          [
-           "1_1",
-           7,
-           32
-          ],
-          [
-           "1_1",
-           7,
-           33
-          ],
-          [
-           "1_1",
-           8,
-           36
-          ],
-          [
-           "1_1",
-           8,
-           37
-          ],
-          [
-           "1_1",
-           8,
-           38
-          ],
-          [
-           "1_1",
-           9,
-           41
-          ],
-          [
-           "1_1",
-           9,
-           42
-          ],
-          [
-           "1_1",
-           9,
-           43
-          ],
-          [
-           "1_1",
-           9,
-           44
-          ],
-          [
-           "1_1",
-           9,
-           45
-          ],
-          [
-           "1_1",
-           10,
-           46
-          ],
-          [
-           "1_1",
-           10,
-           47
-          ],
-          [
-           "1_1",
-           10,
-           48
-          ],
-          [
-           "1_1",
-           10,
-           49
-          ],
-          [
-           "1_1",
-           10,
-           50
-          ],
-          [
-           "1_1",
-           11,
-           51
-          ],
-          [
-           "1_1",
-           11,
-           52
-          ],
-          [
-           "1_1",
-           11,
-           54
-          ],
-          [
-           "1_1",
-           11,
-           55
-          ],
-          [
-           "1_1",
-           12,
-           56
-          ],
-          [
-           "1_1",
-           12,
-           57
-          ],
-          [
-           "1_1",
-           12,
-           59
-          ],
-          [
-           "1_1",
-           13,
-           61
-          ],
-          [
-           "1_1",
-           13,
-           62
-          ],
-          [
-           "1_1",
-           13,
-           63
-          ],
-          [
-           "1_1",
-           13,
-           64
-          ],
-          [
-           "1_1",
-           13,
-           65
-          ],
-          [
-           "1_1",
-           14,
-           66
-          ],
-          [
-           "1_1",
-           14,
-           67
-          ],
-          [
-           "1_1",
-           14,
-           68
-          ],
-          [
-           "1_1",
-           14,
-           69
-          ],
-          [
-           "1_1",
-           15,
-           71
-          ],
-          [
-           "1_1",
-           15,
-           72
-          ],
-          [
-           "1_1",
-           15,
-           73
-          ],
-          [
-           "1_1",
-           15,
-           74
-          ],
-          [
-           "1_1",
-           15,
-           75
-          ],
-          [
-           "1_1",
-           16,
-           76
-          ],
-          [
-           "1_1",
-           16,
-           79
-          ],
-          [
-           "1_1",
-           17,
-           81
-          ],
-          [
-           "1_1",
-           17,
-           82
-          ],
-          [
-           "1_1",
-           17,
-           85
-          ],
-          [
-           "1_1",
-           18,
-           87
-          ],
-          [
-           "1_1",
-           18,
-           90
-          ],
-          [
-           "1_1",
-           19,
-           91
-          ],
-          [
-           "1_1",
-           19,
-           92
-          ],
-          [
-           "1_1",
-           19,
-           93
-          ],
-          [
-           "1_1",
-           19,
-           94
-          ],
-          [
-           "1_1",
-           19,
-           95
-          ],
-          [
-           "1_1",
-           20,
-           96
-          ],
-          [
-           "1_1",
-           20,
-           97
-          ],
-          [
-           "1_1",
-           20,
-           98
-          ],
-          [
-           "1_1",
-           20,
-           100
-          ],
-          [
-           "1_1",
-           21,
-           101
-          ],
-          [
-           "1_1",
-           21,
-           102
-          ],
-          [
-           "1_1",
-           21,
-           103
-          ],
-          [
-           "1_1",
-           21,
-           104
-          ],
-          [
-           "1_1",
-           21,
-           105
-          ],
-          [
-           "1_1",
-           22,
-           109
-          ],
-          [
-           "1_1",
-           22,
-           110
-          ],
-          [
-           "1_1",
-           23,
-           111
-          ],
-          [
-           "1_1",
-           23,
-           113
-          ],
-          [
-           "1_1",
-           23,
-           114
-          ],
-          [
-           "1_1",
-           23,
-           115
-          ],
-          [
-           "1_1",
-           24,
-           116
-          ],
-          [
-           "1_1",
-           24,
-           117
-          ],
-          [
-           "1_1",
-           24,
-           120
-          ],
-          [
-           "1_1",
-           25,
-           122
-          ],
-          [
-           "1_1",
-           25,
-           125
-          ],
-          [
-           "1_1",
-           26,
-           127
-          ],
-          [
-           "1_1",
-           26,
-           128
-          ],
-          [
-           "1_1",
-           26,
-           129
-          ],
-          [
-           "1_1",
-           26,
-           130
-          ],
-          [
-           "1_1",
-           27,
-           131
-          ],
-          [
-           "1_1",
-           27,
-           133
-          ],
-          [
-           "1_1",
-           27,
-           134
-          ],
-          [
-           "1_1",
-           27,
-           135
-          ],
-          [
-           "1_1",
-           28,
-           136
-          ],
-          [
-           "1_1",
-           28,
-           137
-          ],
-          [
-           "1_1",
-           28,
-           140
-          ],
-          [
-           "1_1",
-           29,
-           141
-          ],
-          [
-           "1_1",
-           29,
-           142
-          ],
-          [
-           "1_1",
-           29,
-           143
-          ],
-          [
-           "1_1",
-           29,
-           144
-          ],
-          [
-           "1_1",
-           29,
-           145
-          ],
-          [
-           "1_1",
-           30,
-           146
-          ],
-          [
-           "1_1",
-           30,
-           147
-          ],
-          [
-           "1_1",
-           30,
-           149
-          ],
-          [
-           "1_1",
-           30,
-           150
-          ],
-          [
-           "1_1",
-           31,
-           151
-          ],
-          [
-           "1_1",
-           31,
-           152
-          ],
-          [
-           "1_1",
-           31,
-           154
-          ],
-          [
-           "1_1",
-           32,
-           156
-          ],
-          [
-           "1_1",
-           32,
-           157
-          ],
-          [
-           "1_1",
-           32,
-           159
-          ],
-          [
-           "1_1",
-           33,
-           161
-          ],
-          [
-           "1_1",
-           33,
-           164
-          ],
-          [
-           "1_1",
-           33,
-           165
-          ],
-          [
-           "1_1",
-           34,
-           166
-          ],
-          [
-           "1_1",
-           34,
-           167
-          ],
-          [
-           "1_1",
-           34,
-           168
-          ],
-          [
-           "1_1",
-           34,
-           170
-          ],
-          [
-           "1_1",
-           35,
-           174
-          ],
-          [
-           "1_1",
-           35,
-           175
-          ],
-          [
-           "1_1",
-           36,
-           176
-          ],
-          [
-           "1_1",
-           36,
-           177
-          ],
-          [
-           "1_1",
-           36,
-           178
-          ],
-          [
-           "1_1",
-           36,
-           179
-          ],
-          [
-           "1_1",
-           37,
-           182
-          ],
-          [
-           "1_1",
-           37,
-           184
-          ],
-          [
-           "1_1",
-           38,
-           186
-          ],
-          [
-           "1_1",
-           38,
-           188
-          ],
-          [
-           "1_1",
-           38,
-           189
-          ],
-          [
-           "1_1",
-           38,
-           190
-          ],
-          [
-           "1_1",
-           39,
-           191
-          ],
-          [
-           "1_1",
-           39,
-           192
-          ],
-          [
-           "1_1",
-           39,
-           193
-          ],
-          [
-           "1_1",
-           39,
-           194
-          ],
-          [
-           "1_1",
-           39,
-           195
-          ],
-          [
-           "1_1",
-           40,
-           196
-          ],
-          [
-           "1_1",
-           40,
-           197
-          ],
-          [
-           "1_1",
-           40,
-           198
-          ],
-          [
-           "1_1",
-           40,
-           199
-          ],
-          [
-           "1_1",
-           41,
-           201
-          ],
-          [
-           "1_1",
-           41,
-           204
-          ],
-          [
-           "1_1",
-           42,
-           207
-          ],
-          [
-           "1_1",
-           42,
-           208
-          ],
-          [
-           "1_1",
-           43,
-           211
-          ],
-          [
-           "1_1",
-           43,
-           213
-          ],
-          [
-           "1_1",
-           43,
-           214
-          ],
-          [
-           "1_1",
-           43,
-           215
-          ],
-          [
-           "1_1",
-           44,
-           216
-          ],
-          [
-           "1_1",
-           44,
-           217
-          ],
-          [
-           "1_1",
-           44,
-           218
-          ],
-          [
-           "1_1",
-           44,
-           219
-          ],
-          [
-           "1_1",
-           45,
-           221
-          ],
-          [
-           "1_1",
-           45,
-           222
-          ],
-          [
-           "1_1",
-           45,
-           223
-          ],
-          [
-           "1_1",
-           45,
-           224
-          ],
-          [
-           "1_1",
-           45,
-           225
-          ],
-          [
-           "1_1",
-           46,
-           226
-          ],
-          [
-           "1_1",
-           46,
-           227
-          ],
-          [
-           "1_1",
-           46,
-           228
-          ],
-          [
-           "1_1",
-           46,
-           229
-          ],
-          [
-           "1_1",
-           47,
-           231
-          ],
-          [
-           "1_1",
-           47,
-           233
-          ],
-          [
-           "1_1",
-           47,
-           234
-          ],
-          [
-           "1_1",
-           47,
-           235
-          ],
-          [
-           "1_1",
-           48,
-           236
-          ],
-          [
-           "1_1",
-           48,
-           237
-          ],
-          [
-           "1_1",
-           48,
-           238
-          ],
-          [
-           "1_1",
-           49,
-           241
-          ],
-          [
-           "1_1",
-           49,
-           243
-          ],
-          [
-           "1_1",
-           49,
-           244
-          ],
-          [
-           "1_1",
-           49,
-           245
-          ],
-          [
-           "1_1",
-           50,
-           246
-          ],
-          [
-           "1_1",
-           50,
-           249
-          ],
-          [
-           "1_1",
-           50,
-           250
-          ],
-          [
-           "1_1",
-           51,
-           251
-          ],
-          [
-           "1_1",
-           51,
-           255
-          ],
-          [
-           "1_1",
-           52,
-           256
-          ],
-          [
-           "1_1",
-           52,
-           258
-          ],
-          [
-           "1_1",
-           52,
-           259
-          ],
-          [
-           "1_1",
-           53,
-           261
-          ],
-          [
-           "1_1",
-           53,
-           262
-          ],
-          [
-           "1_1",
-           53,
-           263
-          ],
-          [
-           "1_1",
-           53,
-           265
-          ],
-          [
-           "1_1",
-           54,
-           266
-          ],
-          [
-           "1_1",
-           54,
-           267
-          ],
-          [
-           "1_1",
-           54,
-           268
-          ],
-          [
-           "1_1",
-           54,
-           269
-          ],
-          [
-           "1_1",
-           55,
-           271
-          ],
-          [
-           "1_1",
-           55,
-           272
-          ],
-          [
-           "1_1",
-           55,
-           273
-          ],
-          [
-           "1_1",
-           56,
-           277
-          ],
-          [
-           "1_1",
-           56,
-           278
-          ],
-          [
-           "1_1",
-           56,
-           279
-          ],
-          [
-           "1_1",
-           56,
-           280
-          ],
-          [
-           "1_1",
-           57,
-           281
-          ],
-          [
-           "1_1",
-           57,
-           282
-          ],
-          [
-           "1_1",
-           57,
-           283
-          ],
-          [
-           "1_1",
-           57,
-           284
-          ],
-          [
-           "1_1",
-           57,
-           285
-          ],
-          [
-           "1_1",
-           58,
-           286
-          ],
-          [
-           "1_1",
-           58,
-           287
-          ],
-          [
-           "1_1",
-           58,
-           288
-          ],
-          [
-           "1_1",
-           58,
-           289
-          ],
-          [
-           "1_1",
-           58,
-           290
-          ],
-          [
-           "1_1",
-           59,
-           291
-          ],
-          [
-           "1_1",
-           59,
-           292
-          ],
-          [
-           "1_1",
-           59,
-           293
-          ],
-          [
-           "1_1",
-           59,
-           294
-          ],
-          [
-           "1_1",
-           59,
-           295
-          ],
-          [
-           "1_1",
-           60,
-           296
-          ],
-          [
-           "1_1",
-           60,
-           297
-          ],
-          [
-           "1_1",
-           60,
-           298
-          ],
-          [
-           "1_1",
-           60,
-           299
-          ],
-          [
-           "1_1",
-           60,
-           300
-          ],
-          [
-           "1_1",
-           61,
-           301
-          ],
-          [
-           "1_1",
-           61,
-           302
-          ],
-          [
-           "1_1",
-           61,
-           303
-          ],
-          [
-           "1_1",
-           62,
-           306
-          ],
-          [
-           "1_1",
-           62,
-           307
-          ],
-          [
-           "1_1",
-           62,
-           308
-          ],
-          [
-           "1_1",
-           62,
-           309
-          ],
-          [
-           "1_1",
-           62,
-           310
-          ],
-          [
-           "1_1",
-           63,
-           312
-          ],
-          [
-           "1_1",
-           63,
-           313
-          ],
-          [
-           "1_1",
-           63,
-           314
-          ],
-          [
-           "1_1",
-           63,
-           315
-          ],
-          [
-           "1_1",
-           64,
-           316
-          ],
-          [
-           "1_1",
-           64,
-           318
-          ],
-          [
-           "1_1",
-           64,
-           319
-          ],
-          [
-           "1_1",
-           65,
-           321
-          ],
-          [
-           "1_1",
-           65,
-           322
-          ],
-          [
-           "1_1",
-           65,
-           323
-          ],
-          [
-           "1_1",
-           65,
-           324
-          ],
-          [
-           "1_1",
-           65,
-           325
-          ],
-          [
-           "1_1",
-           66,
-           328
-          ],
-          [
-           "1_1",
-           66,
-           330
-          ],
-          [
-           "1_1",
-           67,
-           331
-          ],
-          [
-           "1_1",
-           67,
-           332
-          ],
-          [
-           "1_1",
-           67,
-           333
-          ],
-          [
-           "1_1",
-           67,
-           335
-          ],
-          [
-           "1_1",
-           68,
-           337
-          ],
-          [
-           "1_1",
-           68,
-           339
-          ],
-          [
-           "1_1",
-           68,
-           340
-          ],
-          [
-           "1_1",
-           69,
-           341
-          ],
-          [
-           "1_1",
-           69,
-           342
-          ],
-          [
-           "1_1",
-           69,
-           343
-          ],
-          [
-           "1_1",
-           69,
-           345
-          ],
-          [
-           "1_1",
-           70,
-           346
-          ],
-          [
-           "1_1",
-           70,
-           347
-          ],
-          [
-           "1_1",
-           70,
-           348
-          ],
-          [
-           "1_1",
-           70,
-           349
-          ],
-          [
-           "1_1",
-           70,
-           350
-          ],
-          [
-           "1_1",
-           71,
-           351
-          ],
-          [
-           "1_1",
-           71,
-           353
-          ],
-          [
-           "1_1",
-           71,
-           354
-          ],
-          [
-           "1_1",
-           72,
-           357
-          ],
-          [
-           "1_1",
-           72,
-           358
-          ],
-          [
-           "1_1",
-           72,
-           359
-          ],
-          [
-           "1_1",
-           72,
-           360
-          ],
-          [
-           "1_1",
-           73,
-           363
-          ],
-          [
-           "1_1",
-           73,
-           364
-          ],
-          [
-           "1_1",
-           74,
-           368
-          ],
-          [
-           "1_1",
-           74,
-           369
-          ],
-          [
-           "1_1",
-           75,
-           371
-          ],
-          [
-           "1_1",
-           75,
-           372
-          ],
-          [
-           "1_1",
-           75,
-           373
-          ],
-          [
-           "1_1",
-           75,
-           374
-          ],
-          [
-           "1_1",
-           75,
-           375
-          ],
-          [
-           "1_1",
-           76,
-           376
-          ],
-          [
-           "1_1",
-           76,
-           377
-          ],
-          [
-           "1_1",
-           76,
-           378
-          ],
-          [
-           "1_1",
-           76,
-           379
-          ],
-          [
-           "1_1",
-           76,
-           380
-          ],
-          [
-           "1_1",
-           77,
-           381
-          ],
-          [
-           "1_1",
-           77,
-           382
-          ],
-          [
-           "1_1",
-           77,
-           384
-          ],
-          [
-           "1_1",
-           77,
-           385
-          ],
-          [
-           "1_1",
-           78,
-           387
-          ],
-          [
-           "1_1",
-           78,
-           388
-          ],
-          [
-           "1_1",
-           78,
-           389
-          ],
-          [
-           "1_1",
-           78,
-           390
-          ],
-          [
-           "1_1",
-           79,
-           391
-          ],
-          [
-           "1_1",
-           79,
-           392
-          ],
-          [
-           "1_1",
-           79,
-           394
-          ],
-          [
-           "1_1",
-           79,
-           395
-          ],
-          [
-           "1_1",
-           80,
-           396
-          ],
-          [
-           "1_1",
-           80,
-           397
-          ],
-          [
-           "1_1",
-           80,
-           398
-          ],
-          [
-           "1_1",
-           80,
-           399
-          ],
-          [
-           "1_1",
-           80,
-           400
-          ],
-          [
-           "1_1",
-           81,
-           401
-          ],
-          [
-           "1_1",
-           81,
-           403
-          ],
-          [
-           "1_1",
-           81,
-           404
-          ],
-          [
-           "1_1",
-           82,
-           406
-          ],
-          [
-           "1_1",
-           82,
-           408
-          ],
-          [
-           "1_1",
-           82,
-           409
-          ],
-          [
-           "1_1",
-           82,
-           410
-          ],
-          [
-           "1_1",
-           83,
-           411
-          ],
-          [
-           "1_1",
-           83,
-           412
-          ],
-          [
-           "1_1",
-           83,
-           413
-          ],
-          [
-           "1_1",
-           83,
-           415
-          ],
-          [
-           "1_1",
-           84,
-           416
-          ],
-          [
-           "1_1",
-           84,
-           418
-          ],
-          [
-           "1_1",
-           84,
-           419
-          ],
-          [
-           "1_1",
-           84,
-           420
-          ],
-          [
-           "1_1",
-           85,
-           422
-          ],
-          [
-           "1_1",
-           85,
-           423
-          ],
-          [
-           "1_1",
-           85,
-           424
-          ],
-          [
-           "1_1",
-           85,
-           425
-          ],
-          [
-           "1_1",
-           86,
-           426
-          ],
-          [
-           "1_1",
-           86,
-           428
-          ],
-          [
-           "1_1",
-           86,
-           429
-          ],
-          [
-           "1_1",
-           87,
-           431
-          ],
-          [
-           "1_1",
-           87,
-           432
-          ],
-          [
-           "1_1",
-           87,
-           433
-          ],
-          [
-           "1_1",
-           87,
-           434
-          ],
-          [
-           "1_1",
-           87,
-           435
-          ],
-          [
-           "1_1",
-           88,
-           437
-          ],
-          [
-           "1_1",
-           88,
-           438
-          ],
-          [
-           "1_1",
-           88,
-           439
-          ],
-          [
-           "1_1",
-           88,
-           440
-          ],
-          [
-           "1_1",
-           89,
-           441
-          ],
-          [
-           "1_1",
-           89,
-           442
-          ],
-          [
-           "1_1",
-           89,
-           443
-          ],
-          [
-           "1_1",
-           89,
-           444
-          ],
-          [
-           "1_1",
-           89,
-           445
-          ],
-          [
-           "1_1",
-           90,
-           446
-          ],
-          [
-           "1_1",
-           90,
-           448
-          ],
-          [
-           "1_1",
-           90,
-           449
-          ],
-          [
-           "1_1",
-           91,
-           452
-          ],
-          [
-           "1_1",
-           91,
-           453
-          ],
-          [
-           "1_1",
-           91,
-           454
-          ],
-          [
-           "1_1",
-           91,
-           455
-          ],
-          [
-           "1_1",
-           92,
-           458
-          ],
-          [
-           "1_1",
-           92,
-           459
-          ],
-          [
-           "1_1",
-           92,
-           460
-          ],
-          [
-           "1_1",
-           93,
-           462
-          ],
-          [
-           "1_1",
-           93,
-           464
-          ],
-          [
-           "1_1",
-           93,
-           465
-          ],
-          [
-           "1_1",
-           94,
-           466
-          ],
-          [
-           "1_1",
-           94,
-           467
-          ],
-          [
-           "1_1",
-           94,
-           468
-          ],
-          [
-           "1_1",
-           94,
-           469
-          ],
-          [
-           "1_1",
-           94,
-           470
-          ],
-          [
-           "1_1",
-           95,
-           471
-          ],
-          [
-           "1_1",
-           95,
-           472
-          ],
-          [
-           "1_1",
-           95,
-           473
-          ],
-          [
-           "1_1",
-           95,
-           474
-          ],
-          [
-           "1_1",
-           96,
-           476
-          ],
-          [
-           "1_1",
-           96,
-           478
-          ],
-          [
-           "1_1",
-           96,
-           479
-          ],
-          [
-           "1_1",
-           96,
-           480
-          ],
-          [
-           "1_1",
-           97,
-           481
-          ],
-          [
-           "1_1",
-           97,
-           482
-          ],
-          [
-           "1_1",
-           97,
-           483
-          ],
-          [
-           "1_1",
-           97,
-           484
-          ],
-          [
-           "1_1",
-           97,
-           485
-          ],
-          [
-           "1_1",
-           98,
-           486
-          ],
-          [
-           "1_1",
-           98,
-           488
-          ],
-          [
-           "1_1",
-           98,
-           489
-          ],
-          [
-           "1_1",
-           98,
-           490
-          ],
-          [
-           "1_1",
-           99,
-           491
-          ],
-          [
-           "1_1",
-           99,
-           493
-          ],
-          [
-           "1_1",
-           99,
-           494
-          ],
-          [
-           "1_1",
-           99,
-           495
-          ],
-          [
-           "1_1",
-           100,
-           496
-          ],
-          [
-           "1_1",
-           100,
-           498
-          ],
-          [
-           "1_1",
-           100,
-           499
-          ]
-         ],
-         "hovertemplate": "<b>X_1_1</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "X_1_1",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "NAA1ADYANwA5ADwAQwBFAEYAaABpAGoAawBsAJUAlgCXAJkAmgC6APMAGwEdATMBRQFGAUcBSAFxAXIBcwF1AXcB",
-          "dtype": "i2"
-         },
-         "xaxis": "x",
-         "y": {
-          "bdata": "UrgehesJbUAzMzMzMxttQArXo3A9Em1A7FG4HoULbUAAAAAAADhuQB+F61G4Jm5A16NwPQofbkBmZmZmZi5uQJqZmZmZMW5AXI/C9ShMbUBxPQrXozhtQB+F61G4Fm1AXI/C9ShMbUDhehSuR0ltQOF6FK5HQW1AuB6F61FobUBI4XoUrldtQHsUrkfhSm1A9ihcj8JNbUCuR+F6FGZtQEjhehSuZ21Aw/UoXI8qbkB7FK5H4SpuQI/C9ShcJ25ASOF6FK5vbUAfhetRuE5tQHsUrkfhQm1AhetRuB5tbUCkcD0K12ttQLgehetRWG1A7FG4HoVbbUDsUbgehWNtQD0K16NwZW1A",
-          "dtype": "f8"
-         },
-         "yaxis": "y"
-        },
-        {
-         "customdata": [
-          [
-           "1_1",
-           1,
-           2
-          ],
-          [
-           "1_1",
-           1,
-           3
-          ],
-          [
-           "1_1",
-           1,
-           4
-          ],
-          [
-           "1_1",
-           1,
-           5
-          ],
-          [
-           "1_1",
-           2,
-           6
-          ],
-          [
-           "1_1",
-           2,
-           7
-          ],
-          [
-           "1_1",
-           2,
-           9
-          ],
-          [
-           "1_1",
-           2,
-           10
-          ],
-          [
-           "1_1",
-           3,
-           11
-          ],
-          [
-           "1_1",
-           3,
-           13
-          ],
-          [
-           "1_1",
-           4,
-           16
-          ],
-          [
-           "1_1",
-           4,
-           17
-          ],
-          [
-           "1_1",
-           4,
-           18
-          ],
-          [
-           "1_1",
-           4,
-           19
-          ],
-          [
-           "1_1",
-           4,
-           20
-          ],
-          [
-           "1_1",
-           5,
-           21
-          ],
-          [
-           "1_1",
-           5,
-           22
-          ],
-          [
-           "1_1",
-           5,
-           23
-          ],
-          [
-           "1_1",
-           5,
-           24
-          ],
-          [
-           "1_1",
-           5,
-           25
-          ],
-          [
-           "1_1",
-           6,
-           27
-          ],
-          [
-           "1_1",
-           6,
-           28
-          ],
-          [
-           "1_1",
-           6,
-           30
-          ],
-          [
-           "1_1",
-           7,
-           31
-          ],
-          [
-           "1_1",
-           7,
-           32
-          ],
-          [
-           "1_1",
-           7,
-           33
-          ],
-          [
-           "1_1",
-           8,
-           36
-          ],
-          [
-           "1_1",
-           8,
-           37
-          ],
-          [
-           "1_1",
-           8,
-           38
-          ],
-          [
-           "1_1",
-           9,
-           41
-          ],
-          [
-           "1_1",
-           9,
-           42
-          ],
-          [
-           "1_1",
-           9,
-           43
-          ],
-          [
-           "1_1",
-           9,
-           44
-          ],
-          [
-           "1_1",
-           9,
-           45
-          ],
-          [
-           "1_1",
-           10,
-           46
-          ],
-          [
-           "1_1",
-           10,
-           47
-          ],
-          [
-           "1_1",
-           10,
-           48
-          ],
-          [
-           "1_1",
-           10,
-           49
-          ],
-          [
-           "1_1",
-           10,
-           50
-          ],
-          [
-           "1_1",
-           11,
-           51
-          ],
-          [
-           "1_1",
-           11,
-           52
-          ],
-          [
-           "1_1",
-           11,
-           54
-          ],
-          [
-           "1_1",
-           11,
-           55
-          ],
-          [
-           "1_1",
-           12,
-           56
-          ],
-          [
-           "1_1",
-           12,
-           57
-          ],
-          [
-           "1_1",
-           12,
-           59
-          ],
-          [
-           "1_1",
-           13,
-           61
-          ],
-          [
-           "1_1",
-           13,
-           62
-          ],
-          [
-           "1_1",
-           13,
-           63
-          ],
-          [
-           "1_1",
-           13,
-           64
-          ],
-          [
-           "1_1",
-           13,
-           65
-          ],
-          [
-           "1_1",
-           14,
-           66
-          ],
-          [
-           "1_1",
-           14,
-           67
-          ],
-          [
-           "1_1",
-           14,
-           68
-          ],
-          [
-           "1_1",
-           14,
-           69
-          ],
-          [
-           "1_1",
-           15,
-           71
-          ],
-          [
-           "1_1",
-           15,
-           72
-          ],
-          [
-           "1_1",
-           15,
-           73
-          ],
-          [
-           "1_1",
-           15,
-           74
-          ],
-          [
-           "1_1",
-           15,
-           75
-          ],
-          [
-           "1_1",
-           16,
-           76
-          ],
-          [
-           "1_1",
-           16,
-           79
-          ],
-          [
-           "1_1",
-           17,
-           81
-          ],
-          [
-           "1_1",
-           17,
-           82
-          ],
-          [
-           "1_1",
-           17,
-           85
-          ],
-          [
-           "1_1",
-           18,
-           87
-          ],
-          [
-           "1_1",
-           18,
-           90
-          ],
-          [
-           "1_1",
-           19,
-           91
-          ],
-          [
-           "1_1",
-           19,
-           92
-          ],
-          [
-           "1_1",
-           19,
-           93
-          ],
-          [
-           "1_1",
-           19,
-           94
-          ],
-          [
-           "1_1",
-           19,
-           95
-          ],
-          [
-           "1_1",
-           20,
-           96
-          ],
-          [
-           "1_1",
-           20,
-           97
-          ],
-          [
-           "1_1",
-           20,
-           98
-          ],
-          [
-           "1_1",
-           20,
-           100
-          ],
-          [
-           "1_1",
-           21,
-           101
-          ],
-          [
-           "1_1",
-           21,
-           102
-          ],
-          [
-           "1_1",
-           21,
-           103
-          ],
-          [
-           "1_1",
-           21,
-           104
-          ],
-          [
-           "1_1",
-           21,
-           105
-          ],
-          [
-           "1_1",
-           22,
-           109
-          ],
-          [
-           "1_1",
-           22,
-           110
-          ],
-          [
-           "1_1",
-           23,
-           111
-          ],
-          [
-           "1_1",
-           23,
-           113
-          ],
-          [
-           "1_1",
-           23,
-           114
-          ],
-          [
-           "1_1",
-           23,
-           115
-          ],
-          [
-           "1_1",
-           24,
-           116
-          ],
-          [
-           "1_1",
-           24,
-           117
-          ],
-          [
-           "1_1",
-           24,
-           120
-          ],
-          [
-           "1_1",
-           25,
-           122
-          ],
-          [
-           "1_1",
-           25,
-           125
-          ],
-          [
-           "1_1",
-           26,
-           127
-          ],
-          [
-           "1_1",
-           26,
-           128
-          ],
-          [
-           "1_1",
-           26,
-           129
-          ],
-          [
-           "1_1",
-           26,
-           130
-          ],
-          [
-           "1_1",
-           27,
-           131
-          ],
-          [
-           "1_1",
-           27,
-           133
-          ],
-          [
-           "1_1",
-           27,
-           134
-          ],
-          [
-           "1_1",
-           27,
-           135
-          ],
-          [
-           "1_1",
-           28,
-           136
-          ],
-          [
-           "1_1",
-           28,
-           137
-          ],
-          [
-           "1_1",
-           28,
-           140
-          ],
-          [
-           "1_1",
-           29,
-           141
-          ],
-          [
-           "1_1",
-           29,
-           142
-          ],
-          [
-           "1_1",
-           29,
-           143
-          ],
-          [
-           "1_1",
-           29,
-           144
-          ],
-          [
-           "1_1",
-           29,
-           145
-          ],
-          [
-           "1_1",
-           30,
-           146
-          ],
-          [
-           "1_1",
-           30,
-           147
-          ],
-          [
-           "1_1",
-           30,
-           149
-          ],
-          [
-           "1_1",
-           30,
-           150
-          ],
-          [
-           "1_1",
-           31,
-           151
-          ],
-          [
-           "1_1",
-           31,
-           152
-          ],
-          [
-           "1_1",
-           31,
-           154
-          ],
-          [
-           "1_1",
-           32,
-           156
-          ],
-          [
-           "1_1",
-           32,
-           157
-          ],
-          [
-           "1_1",
-           32,
-           159
-          ],
-          [
-           "1_1",
-           33,
-           161
-          ],
-          [
-           "1_1",
-           33,
-           164
-          ],
-          [
-           "1_1",
-           33,
-           165
-          ],
-          [
-           "1_1",
-           34,
-           166
-          ],
-          [
-           "1_1",
-           34,
-           167
-          ],
-          [
-           "1_1",
-           34,
-           168
-          ],
-          [
-           "1_1",
-           34,
-           170
-          ],
-          [
-           "1_1",
-           35,
-           174
-          ],
-          [
-           "1_1",
-           35,
-           175
-          ],
-          [
-           "1_1",
-           36,
-           176
-          ],
-          [
-           "1_1",
-           36,
-           177
-          ],
-          [
-           "1_1",
-           36,
-           178
-          ],
-          [
-           "1_1",
-           36,
-           179
-          ],
-          [
-           "1_1",
-           37,
-           182
-          ],
-          [
-           "1_1",
-           37,
-           184
-          ],
-          [
-           "1_1",
-           38,
-           186
-          ],
-          [
-           "1_1",
-           38,
-           188
-          ],
-          [
-           "1_1",
-           38,
-           189
-          ],
-          [
-           "1_1",
-           38,
-           190
-          ],
-          [
-           "1_1",
-           39,
-           191
-          ],
-          [
-           "1_1",
-           39,
-           192
-          ],
-          [
-           "1_1",
-           39,
-           193
-          ],
-          [
-           "1_1",
-           39,
-           194
-          ],
-          [
-           "1_1",
-           39,
-           195
-          ],
-          [
-           "1_1",
-           40,
-           196
-          ],
-          [
-           "1_1",
-           40,
-           197
-          ],
-          [
-           "1_1",
-           40,
-           198
-          ],
-          [
-           "1_1",
-           40,
-           199
-          ],
-          [
-           "1_1",
-           41,
-           201
-          ],
-          [
-           "1_1",
-           41,
-           204
-          ],
-          [
-           "1_1",
-           42,
-           207
-          ],
-          [
-           "1_1",
-           42,
-           208
-          ],
-          [
-           "1_1",
-           43,
-           211
-          ],
-          [
-           "1_1",
-           43,
-           213
-          ],
-          [
-           "1_1",
-           43,
-           214
-          ],
-          [
-           "1_1",
-           43,
-           215
-          ],
-          [
-           "1_1",
-           44,
-           216
-          ],
-          [
-           "1_1",
-           44,
-           217
-          ],
-          [
-           "1_1",
-           44,
-           218
-          ],
-          [
-           "1_1",
-           44,
-           219
-          ],
-          [
-           "1_1",
-           45,
-           221
-          ],
-          [
-           "1_1",
-           45,
-           222
-          ],
-          [
-           "1_1",
-           45,
-           223
-          ],
-          [
-           "1_1",
-           45,
-           224
-          ],
-          [
-           "1_1",
-           45,
-           225
-          ],
-          [
-           "1_1",
-           46,
-           226
-          ],
-          [
-           "1_1",
-           46,
-           227
-          ],
-          [
-           "1_1",
-           46,
-           228
-          ],
-          [
-           "1_1",
-           46,
-           229
-          ],
-          [
-           "1_1",
-           47,
-           231
-          ],
-          [
-           "1_1",
-           47,
-           233
-          ],
-          [
-           "1_1",
-           47,
-           234
-          ],
-          [
-           "1_1",
-           47,
-           235
-          ],
-          [
-           "1_1",
-           48,
-           236
-          ],
-          [
-           "1_1",
-           48,
-           237
-          ],
-          [
-           "1_1",
-           48,
-           238
-          ],
-          [
-           "1_1",
-           49,
-           241
-          ],
-          [
-           "1_1",
-           49,
-           243
-          ],
-          [
-           "1_1",
-           49,
-           244
-          ],
-          [
-           "1_1",
-           49,
-           245
-          ],
-          [
-           "1_1",
-           50,
-           246
-          ],
-          [
-           "1_1",
-           50,
-           249
-          ],
-          [
-           "1_1",
-           50,
-           250
-          ],
-          [
-           "1_1",
-           51,
-           251
-          ],
-          [
-           "1_1",
-           51,
-           255
-          ],
-          [
-           "1_1",
-           52,
-           256
-          ],
-          [
-           "1_1",
-           52,
-           258
-          ],
-          [
-           "1_1",
-           52,
-           259
-          ],
-          [
-           "1_1",
-           53,
-           261
-          ],
-          [
-           "1_1",
-           53,
-           262
-          ],
-          [
-           "1_1",
-           53,
-           263
-          ],
-          [
-           "1_1",
-           53,
-           265
-          ],
-          [
-           "1_1",
-           54,
-           266
-          ],
-          [
-           "1_1",
-           54,
-           267
-          ],
-          [
-           "1_1",
-           54,
-           268
-          ],
-          [
-           "1_1",
-           54,
-           269
-          ],
-          [
-           "1_1",
-           55,
-           271
-          ],
-          [
-           "1_1",
-           55,
-           272
-          ],
-          [
-           "1_1",
-           55,
-           273
-          ],
-          [
-           "1_1",
-           56,
-           277
-          ],
-          [
-           "1_1",
-           56,
-           278
-          ],
-          [
-           "1_1",
-           56,
-           279
-          ],
-          [
-           "1_1",
-           56,
-           280
-          ],
-          [
-           "1_1",
-           57,
-           281
-          ],
-          [
-           "1_1",
-           57,
-           282
-          ],
-          [
-           "1_1",
-           57,
-           283
-          ],
-          [
-           "1_1",
-           57,
-           284
-          ],
-          [
-           "1_1",
-           57,
-           285
-          ],
-          [
-           "1_1",
-           58,
-           286
-          ],
-          [
-           "1_1",
-           58,
-           287
-          ],
-          [
-           "1_1",
-           58,
-           288
-          ],
-          [
-           "1_1",
-           58,
-           289
-          ],
-          [
-           "1_1",
-           58,
-           290
-          ],
-          [
-           "1_1",
-           59,
-           291
-          ],
-          [
-           "1_1",
-           59,
-           292
-          ],
-          [
-           "1_1",
-           59,
-           293
-          ],
-          [
-           "1_1",
-           59,
-           294
-          ],
-          [
-           "1_1",
-           59,
-           295
-          ],
-          [
-           "1_1",
-           60,
-           296
-          ],
-          [
-           "1_1",
-           60,
-           297
-          ],
-          [
-           "1_1",
-           60,
-           298
-          ],
-          [
-           "1_1",
-           60,
-           299
-          ],
-          [
-           "1_1",
-           60,
-           300
-          ],
-          [
-           "1_1",
-           61,
-           301
-          ],
-          [
-           "1_1",
-           61,
-           302
-          ],
-          [
-           "1_1",
-           61,
-           303
-          ],
-          [
-           "1_1",
-           62,
-           306
-          ],
-          [
-           "1_1",
-           62,
-           307
-          ],
-          [
-           "1_1",
-           62,
-           308
-          ],
-          [
-           "1_1",
-           62,
-           309
-          ],
-          [
-           "1_1",
-           62,
-           310
-          ],
-          [
-           "1_1",
-           63,
-           312
-          ],
-          [
-           "1_1",
-           63,
-           313
-          ],
-          [
-           "1_1",
-           63,
-           314
-          ],
-          [
-           "1_1",
-           63,
-           315
-          ],
-          [
-           "1_1",
-           64,
-           316
-          ],
-          [
-           "1_1",
-           64,
-           318
-          ],
-          [
-           "1_1",
-           64,
-           319
-          ],
-          [
-           "1_1",
-           65,
-           321
-          ],
-          [
-           "1_1",
-           65,
-           322
-          ],
-          [
-           "1_1",
-           65,
-           323
-          ],
-          [
-           "1_1",
-           65,
-           324
-          ],
-          [
-           "1_1",
-           65,
-           325
-          ],
-          [
-           "1_1",
-           66,
-           328
-          ],
-          [
-           "1_1",
-           66,
-           330
-          ],
-          [
-           "1_1",
-           67,
-           331
-          ],
-          [
-           "1_1",
-           67,
-           332
-          ],
-          [
-           "1_1",
-           67,
-           333
-          ],
-          [
-           "1_1",
-           67,
-           335
-          ],
-          [
-           "1_1",
-           68,
-           337
-          ],
-          [
-           "1_1",
-           68,
-           339
-          ],
-          [
-           "1_1",
-           68,
-           340
-          ],
-          [
-           "1_1",
-           69,
-           341
-          ],
-          [
-           "1_1",
-           69,
-           342
-          ],
-          [
-           "1_1",
-           69,
-           343
-          ],
-          [
-           "1_1",
-           69,
-           345
-          ],
-          [
-           "1_1",
-           70,
-           346
-          ],
-          [
-           "1_1",
-           70,
-           347
-          ],
-          [
-           "1_1",
-           70,
-           348
-          ],
-          [
-           "1_1",
-           70,
-           349
-          ],
-          [
-           "1_1",
-           70,
-           350
-          ],
-          [
-           "1_1",
-           71,
-           351
-          ],
-          [
-           "1_1",
-           71,
-           353
-          ],
-          [
-           "1_1",
-           71,
-           354
-          ],
-          [
-           "1_1",
-           72,
-           357
-          ],
-          [
-           "1_1",
-           72,
-           358
-          ],
-          [
-           "1_1",
-           72,
-           359
-          ],
-          [
-           "1_1",
-           72,
-           360
-          ],
-          [
-           "1_1",
-           73,
-           363
-          ],
-          [
-           "1_1",
-           73,
-           364
-          ],
-          [
-           "1_1",
-           74,
-           368
-          ],
-          [
-           "1_1",
-           74,
-           369
-          ],
-          [
-           "1_1",
-           75,
-           371
-          ],
-          [
-           "1_1",
-           75,
-           372
-          ],
-          [
-           "1_1",
-           75,
-           373
-          ],
-          [
-           "1_1",
-           75,
-           374
-          ],
-          [
-           "1_1",
-           75,
-           375
-          ],
-          [
-           "1_1",
-           76,
-           376
-          ],
-          [
-           "1_1",
-           76,
-           377
-          ],
-          [
-           "1_1",
-           76,
-           378
-          ],
-          [
-           "1_1",
-           76,
-           379
-          ],
-          [
-           "1_1",
-           76,
-           380
-          ],
-          [
-           "1_1",
-           77,
-           381
-          ],
-          [
-           "1_1",
-           77,
-           382
-          ],
-          [
-           "1_1",
-           77,
-           384
-          ],
-          [
-           "1_1",
-           77,
-           385
-          ],
-          [
-           "1_1",
-           78,
-           387
-          ],
-          [
-           "1_1",
-           78,
-           388
-          ],
-          [
-           "1_1",
-           78,
-           389
-          ],
-          [
-           "1_1",
-           78,
-           390
-          ],
-          [
-           "1_1",
-           79,
-           391
-          ],
-          [
-           "1_1",
-           79,
-           392
-          ],
-          [
-           "1_1",
-           79,
-           394
-          ],
-          [
-           "1_1",
-           79,
-           395
-          ],
-          [
-           "1_1",
-           80,
-           396
-          ],
-          [
-           "1_1",
-           80,
-           397
-          ],
-          [
-           "1_1",
-           80,
-           398
-          ],
-          [
-           "1_1",
-           80,
-           399
-          ],
-          [
-           "1_1",
-           80,
-           400
-          ],
-          [
-           "1_1",
-           81,
-           401
-          ],
-          [
-           "1_1",
-           81,
-           403
-          ],
-          [
-           "1_1",
-           81,
-           404
-          ],
-          [
-           "1_1",
-           82,
-           406
-          ],
-          [
-           "1_1",
-           82,
-           408
-          ],
-          [
-           "1_1",
-           82,
-           409
-          ],
-          [
-           "1_1",
-           82,
-           410
-          ],
-          [
-           "1_1",
-           83,
-           411
-          ],
-          [
-           "1_1",
-           83,
-           412
-          ],
-          [
-           "1_1",
-           83,
-           413
-          ],
-          [
-           "1_1",
-           83,
-           415
-          ],
-          [
-           "1_1",
-           84,
-           416
-          ],
-          [
-           "1_1",
-           84,
-           418
-          ],
-          [
-           "1_1",
-           84,
-           419
-          ],
-          [
-           "1_1",
-           84,
-           420
-          ],
-          [
-           "1_1",
-           85,
-           422
-          ],
-          [
-           "1_1",
-           85,
-           423
-          ],
-          [
-           "1_1",
-           85,
-           424
-          ],
-          [
-           "1_1",
-           85,
-           425
-          ],
-          [
-           "1_1",
-           86,
-           426
-          ],
-          [
-           "1_1",
-           86,
-           428
-          ],
-          [
-           "1_1",
-           86,
-           429
-          ],
-          [
-           "1_1",
-           87,
-           431
-          ],
-          [
-           "1_1",
-           87,
-           432
-          ],
-          [
-           "1_1",
-           87,
-           433
-          ],
-          [
-           "1_1",
-           87,
-           434
-          ],
-          [
-           "1_1",
-           87,
-           435
-          ],
-          [
-           "1_1",
-           88,
-           437
-          ],
-          [
-           "1_1",
-           88,
-           438
-          ],
-          [
-           "1_1",
-           88,
-           439
-          ],
-          [
-           "1_1",
-           88,
-           440
-          ],
-          [
-           "1_1",
-           89,
-           441
-          ],
-          [
-           "1_1",
-           89,
-           442
-          ],
-          [
-           "1_1",
-           89,
-           443
-          ],
-          [
-           "1_1",
-           89,
-           444
-          ],
-          [
-           "1_1",
-           89,
-           445
-          ],
-          [
-           "1_1",
-           90,
-           446
-          ],
-          [
-           "1_1",
-           90,
-           448
-          ],
-          [
-           "1_1",
-           90,
-           449
-          ],
-          [
-           "1_1",
-           91,
-           452
-          ],
-          [
-           "1_1",
-           91,
-           453
-          ],
-          [
-           "1_1",
-           91,
-           454
-          ],
-          [
-           "1_1",
-           91,
-           455
-          ],
-          [
-           "1_1",
-           92,
-           458
-          ],
-          [
-           "1_1",
-           92,
-           459
-          ],
-          [
-           "1_1",
-           92,
-           460
-          ],
-          [
-           "1_1",
-           93,
-           462
-          ],
-          [
-           "1_1",
-           93,
-           464
-          ],
-          [
-           "1_1",
-           93,
-           465
-          ],
-          [
-           "1_1",
-           94,
-           466
-          ],
-          [
-           "1_1",
-           94,
-           467
-          ],
-          [
-           "1_1",
-           94,
-           468
-          ],
-          [
-           "1_1",
-           94,
-           469
-          ],
-          [
-           "1_1",
-           94,
-           470
-          ],
-          [
-           "1_1",
-           95,
-           471
-          ],
-          [
-           "1_1",
-           95,
-           472
-          ],
-          [
-           "1_1",
-           95,
-           473
-          ],
-          [
-           "1_1",
-           95,
-           474
-          ],
-          [
-           "1_1",
-           96,
-           476
-          ],
-          [
-           "1_1",
-           96,
-           478
-          ],
-          [
-           "1_1",
-           96,
-           479
-          ],
-          [
-           "1_1",
-           96,
-           480
-          ],
-          [
-           "1_1",
-           97,
-           481
-          ],
-          [
-           "1_1",
-           97,
-           482
-          ],
-          [
-           "1_1",
-           97,
-           483
-          ],
-          [
-           "1_1",
-           97,
-           484
-          ],
-          [
-           "1_1",
-           97,
-           485
-          ],
-          [
-           "1_1",
-           98,
-           486
-          ],
-          [
-           "1_1",
-           98,
-           488
-          ],
-          [
-           "1_1",
-           98,
-           489
-          ],
-          [
-           "1_1",
-           98,
-           490
-          ],
-          [
-           "1_1",
-           99,
-           491
-          ],
-          [
-           "1_1",
-           99,
-           493
-          ],
-          [
-           "1_1",
-           99,
-           494
-          ],
-          [
-           "1_1",
-           99,
-           495
-          ],
-          [
-           "1_1",
-           100,
-           496
-          ],
-          [
-           "1_1",
-           100,
-           498
-          ],
-          [
-           "1_1",
-           100,
-           499
-          ]
-         ],
-         "hovertemplate": "<b>mR_1_1</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "mR_1_1",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x2",
-         "y": {
-          "bdata": "MzMzMzMz0z+4HoXrUbjePwAAAAAAAPQ/FK5H4XoU5j8K16NwPQrvPwAAAAAAAOA/zczMzMzM5D8fhetRuB7VP7gehetRuN4/mpmZmZmZqT8K16NwPQr/P3E9CtejcM0/CtejcD0Kxz/D9Shcj8LFPzMzMzMzM/M/ZmZmZmZm7j9xPQrXo3DNP7gehetRuJ4/j8L1KFyP8j+amZmZmZn5P3sUrkfheghAUrgehetRDkCamZmZmZnhPwrXo3A9CvM/exSuR+F61D/2KFyPwvX0P2ZmZmZmZvo/w/UoXI/C5T+kcD0K16PwP8P1KFyPwtU/uB6F61G4zj+F61G4HoUBQD0K16NwPRBA16NwPQrX9z9SuB6F61HIP5qZmZmZmeE/j8L1KFyP6j/Xo3A9CtfrP3sUrkfheuQ/4XoUrkfhAECPwvUoXI/yP3E9CtejcPE/exSuR+F6xD8fhetRuB7VPzMzMzMzM9M/zczMzMzM7D+4HoXrUbgIQHE9CtejcOU/w/UoXI/C+T+F61G4HoUFQHE9CtejcO0/7FG4HoXrEEBI4XoUrkfhP+xRuB6F69E/4XoUrkfhyj/D9Shcj8IeQDMzMzMzM/s/AAAAAAAA8D+4HoXrUbjePxSuR+F6FO4/cT0K16NwA0BSuB6F61H4P/YoXI/C9QBAKVyPwvUo9D9mZmZmZmb+P/YoXI/C9dg/j8L1KFyPDkDNzMzMzMzwP3sUrkfhevg/mpmZmZmZuT/NzMzMzMz4P0jhehSuR9E/ZmZmZmZm7j8UrkfhehTeP7gehetRuPI/mpmZmZmZ4T9xPQrXo3DNP5qZmZmZmfE/ZmZmZmZm7j8UrkfhehQCQArXo3A9CgNAexSuR+F6+D+4HoXrUbieP0jhehSuR/k/zczMzMzM7D9SuB6F61HoP1K4HoXrUfg/H4XrUbge+T+uR+F6FK7vPwrXo3A9Cv8/mpmZmZmZuT/sUbgehevRP5qZmZmZmfU/CtejcD0K7z/D9Shcj8LtP0jhehSuR/U/PQrXo3A94j9xPQrXo3DlP83MzMzMzPg/j8L1KFyP8j97FK5H4XqEP1K4HoXrUeg/CtejcD0K8z97FK5H4XoEQIXrUbgeheM/9ihcj8L18D+4HoXrUbj6PwrXo3A9Crc/16NwPQrX+z+4HoXrUbjOP1K4HoXrUdg/w/UoXI/C+T97FK5H4Xr4Pz0K16NwPfI/7FG4HoXr6T8pXI/C9SjsPwrXo3A9Crc/w/UoXI/C1T8K16NwPQrvP1K4HoXrUdg/w/UoXI/CxT/hehSuR+HqPwrXo3A9Crc/mpmZmZmZ2T8K16NwPQrHP+xRuB6F6/E/9ihcj8L16D/Xo3A9CtfrP4/C9Shcj9I/exSuR+F6tD+amZmZmZkFQGZmZmZmZv4/CtejcD0K7z9mZmZmZmbyP3sUrkfhepQ/cT0K16NwzT+uR+F6FK7XP0jhehSuR9E/CtejcD0K5z8fhetRuB4FQK5H4XoUrgFAFK5H4XoU8j9cj8L1KFz7P+F6FK5H4fI/4XoUrkfhAEDD9Shcj8L5P3E9CtejcO0/zczMzMzM3D/D9Shcj8ITQIXrUbgehfM/pHA9Ctej4D+PwvUoXI/qP65H4XoUrvM/CtejcD0Ktz9cj8L1KFwNQOxRuB6F69E/7FG4HoXrwT97FK5H4XqEPzMzMzMzM9M/j8L1KFyP0j/sUbgehevRP1yPwvUoXN8/SOF6FK5H0T/Xo3A9CtfTP+xRuB6F67E/KVyPwvUovD+4HoXrUbiuP7gehetRuK4/4XoUrkfh4j+uR+F6FK7nP1K4HoXrUcg/mpmZmZmZuT/D9Shcj8LlP2ZmZmZmZvI/XI/C9ShcB0Bcj8L1KFzfP+F6FK5H4eo/j8L1KFyP6j+amZmZmZn9P3sUrkfhevA/w/UoXI/C1T9xPQrXo3D1P3sUrkfhesQ/7FG4HoXr0T9I4XoUrkfRP8P1KFyPwgdA4XoUrkfh8j+uR+F6FK73P2ZmZmZmZu4/exSuR+F6tD8zMzMzMzP/P7gehetRuK4/pHA9Ctej+D9mZmZmZmb2Px+F61G4HvU/KVyPwvUo7D+F61G4HoXbPxSuR+F6FP4/FK5H4XoU8j/2KFyPwvXYP3sUrkfheuQ/MzMzMzMzAUB7FK5H4Xr4P83MzMzMzAhAFK5H4XoU7j8UrkfhehTuP4/C9Shcj+I/H4XrUbge5T+F61G4HoXzP8P1KFyPwu0/mpmZmZmZ8T+kcD0K16P0P6RwPQrXo+A/16NwPQrX8z9I4XoUrkf1P5qZmZmZmak/CtejcD0K7z8K16NwPQrXPz0K16NwPdo/16NwPQrX8z89CtejcD3aP0jhehSuR+k/CtejcD0K1z/Xo3A9CtfrP4XrUbgehf8/FK5H4XoU3j+uR+F6FK77P+xRuB6F67E/KVyPwvUo3D9cj8L1KFwFQI/C9Shcj+o/AAAAAAAAAABI4XoUrkcDQFyPwvUoXPc/uB6F61G47j/hehSuR+H+P65H4XoUrvc/mpmZmZmZ6T/hehSuR+HaPylcj8L1KNw/KVyPwvUo8D8UrkfhehTyP8P1KFyPwgNAH4XrUbgeBUBcj8L1KFzvP5qZmZmZmck/uB6F61G48j+amZmZmZnhP0jhehSuR9E/mpmZmZmZyT/hehSuR+HaP7gehetRuK4/MzMzMzMz8z+F61G4HoXrP5qZmZmZmak/KVyPwvUo5D+PwvUoXI/yP1yPwvUoXO8/ZmZmZmZm8j9mZmZmZmbWP/YoXI/C9eA/SOF6FK5H0T+4HoXrUbj2P8P1KFyPwu0/MzMzMzMz0z9I4XoUrkfRP0jhehSuR+k/j8L1KFyP0j89CtejcD3iP0jhehSuR+E/ZmZmZmZm8j+4HoXrUbj2PwrXo3A9Csc/KVyPwvUo+D+amZmZmZnhP65H4XoUru8/rkfhehSu9z+PwvUoXI/6P5qZmZmZmdk/hetRuB6F9z8pXI/C9SjcP7gehetRuJ4/7FG4HoXr/T8K16NwPQoDQB+F61G4HgNA4XoUrkfh+j/sUbgeheuxP5qZmZmZmdk/uB6F61G4AkApXI/C9Si8PxSuR+F6FO4/H4XrUbge1T8UrkfhehQEQM3MzMzMzNw/16NwPQrX6z9xPQrXo3DNPwAAAAAAAPA/hetRuB6F4z/NzMzMzMzsP7gehetRuABA4XoUrkfh6j+amZmZmZnZPzMzMzMzM+M/4XoUrkfh6j89CtejcD3aP3sUrkfhetQ/uB6F61G4/j9I4XoUrkf1P3sUrkfhevA/exSuR+F6lD8K16NwPQrnPwrXo3A9Crc/CtejcD0K1z8pXI/C9SjcP6RwPQrXo/w/MzMzMzMz0z9SuB6F61HIP3E9CtejcN0/9ihcj8L14D+F61G4HoXjP2ZmZmZmZvI/uB6F61G4+j/Xo3A9CtfjPzMzMzMzM/s/w/UoXI/CEUB7FK5H4XrwP65H4XoUrtc/H4XrUbge9T8pXI/C9SgCQAAAAAAAAOA/KVyPwvUo7D8zMzMzMzPzPx+F61G4HtU/KVyPwvUo+D8fhetRuB7xP7gehetRuPo/7FG4HoXrwT8K16NwPQrXP8P1KFyPwgNA16NwPQrX/z89CtejcD32P+xRuB6F67E/FK5H4XoU5j97FK5H4XrEP+xRuB6F67E/zczMzMzM5D8pXI/C9SjcP3sUrkfhesQ/CtejcD0Ktz+4HoXrUbj2P7gehetRuABAuB6F61G4+j+kcD0K16P0PwrXo3A9Cvc/j8L1KFyP+j/D9Shcj8L5PwrXo3A9Cvc/zczMzMzMAkDXo3A9CtfTP9ejcD0K1+s/7FG4HoXrsT+PwvUoXI/qP6RwPQrXo9A/exSuR+F6AkAUrkfhehT2P8P1KFyPwuU/SOF6FK5H8T9I4XoUrkfhP9ejcD0K1/8/hetRuB6F4z+amZmZmZm5P7gehetRuOY/FK5H4XoU3j+PwvUoXI/yP8P1KFyPwvE/",
-          "dtype": "f8"
-         },
-         "yaxis": "y2"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "FQAgADMANwBCAJQAmgBEAQ==",
-          "dtype": "i2"
-         },
-         "xaxis": "x2",
-         "y": {
-          "bdata": "UrgehetRDkA9CtejcD0QQOxRuB6F6xBAw/UoXI/CHkCPwvUoXI8OQMP1KFyPwhNAXI/C9ShcDUDD9Shcj8IRQA==",
-          "dtype": "f8"
-         },
-         "yaxis": "y2"
-        },
-        {
-         "customdata": [
-          [
-           "1_2",
-           1,
-           503
-          ],
-          [
-           "1_2",
-           1,
-           504
-          ],
-          [
-           "1_2",
-           1,
-           505
-          ],
-          [
-           "1_2",
-           2,
-           506
-          ],
-          [
-           "1_2",
-           2,
-           510
-          ],
-          [
-           "1_2",
-           3,
-           513
-          ],
-          [
-           "1_2",
-           3,
-           514
-          ],
-          [
-           "1_2",
-           3,
-           515
-          ],
-          [
-           "1_2",
-           4,
-           516
-          ],
-          [
-           "1_2",
-           4,
-           517
-          ],
-          [
-           "1_2",
-           4,
-           518
-          ],
-          [
-           "1_2",
-           4,
-           519
-          ],
-          [
-           "1_2",
-           4,
-           520
-          ],
-          [
-           "1_2",
-           5,
-           522
-          ],
-          [
-           "1_2",
-           5,
-           524
-          ],
-          [
-           "1_2",
-           5,
-           525
-          ],
-          [
-           "1_2",
-           6,
-           526
-          ],
-          [
-           "1_2",
-           6,
-           527
-          ],
-          [
-           "1_2",
-           6,
-           529
-          ],
-          [
-           "1_2",
-           6,
-           530
-          ],
-          [
-           "1_2",
-           7,
-           532
-          ],
-          [
-           "1_2",
-           7,
-           534
-          ],
-          [
-           "1_2",
-           8,
-           536
-          ],
-          [
-           "1_2",
-           8,
-           539
-          ],
-          [
-           "1_2",
-           8,
-           540
-          ],
-          [
-           "1_2",
-           9,
-           541
-          ],
-          [
-           "1_2",
-           9,
-           542
-          ],
-          [
-           "1_2",
-           9,
-           543
-          ],
-          [
-           "1_2",
-           9,
-           544
-          ],
-          [
-           "1_2",
-           9,
-           545
-          ],
-          [
-           "1_2",
-           10,
-           547
-          ],
-          [
-           "1_2",
-           10,
-           549
-          ],
-          [
-           "1_2",
-           10,
-           550
-          ],
-          [
-           "1_2",
-           11,
-           551
-          ],
-          [
-           "1_2",
-           11,
-           553
-          ],
-          [
-           "1_2",
-           11,
-           554
-          ],
-          [
-           "1_2",
-           12,
-           557
-          ],
-          [
-           "1_2",
-           12,
-           558
-          ],
-          [
-           "1_2",
-           12,
-           559
-          ],
-          [
-           "1_2",
-           12,
-           560
-          ],
-          [
-           "1_2",
-           13,
-           562
-          ],
-          [
-           "1_2",
-           13,
-           564
-          ],
-          [
-           "1_2",
-           13,
-           565
-          ],
-          [
-           "1_2",
-           14,
-           566
-          ],
-          [
-           "1_2",
-           14,
-           568
-          ],
-          [
-           "1_2",
-           14,
-           569
-          ],
-          [
-           "1_2",
-           15,
-           572
-          ],
-          [
-           "1_2",
-           15,
-           574
-          ],
-          [
-           "1_2",
-           15,
-           575
-          ],
-          [
-           "1_2",
-           16,
-           576
-          ],
-          [
-           "1_2",
-           16,
-           577
-          ],
-          [
-           "1_2",
-           16,
-           578
-          ],
-          [
-           "1_2",
-           16,
-           579
-          ],
-          [
-           "1_2",
-           16,
-           580
-          ],
-          [
-           "1_2",
-           17,
-           581
-          ],
-          [
-           "1_2",
-           17,
-           582
-          ],
-          [
-           "1_2",
-           17,
-           583
-          ],
-          [
-           "1_2",
-           17,
-           585
-          ],
-          [
-           "1_2",
-           18,
-           587
-          ],
-          [
-           "1_2",
-           18,
-           588
-          ],
-          [
-           "1_2",
-           18,
-           589
-          ],
-          [
-           "1_2",
-           19,
-           591
-          ],
-          [
-           "1_2",
-           19,
-           594
-          ],
-          [
-           "1_2",
-           20,
-           597
-          ],
-          [
-           "1_2",
-           20,
-           598
-          ],
-          [
-           "1_2",
-           20,
-           600
-          ],
-          [
-           "1_2",
-           21,
-           601
-          ],
-          [
-           "1_2",
-           21,
-           602
-          ],
-          [
-           "1_2",
-           21,
-           603
-          ],
-          [
-           "1_2",
-           21,
-           604
-          ],
-          [
-           "1_2",
-           21,
-           605
-          ],
-          [
-           "1_2",
-           22,
-           606
-          ],
-          [
-           "1_2",
-           22,
-           608
-          ],
-          [
-           "1_2",
-           22,
-           609
-          ],
-          [
-           "1_2",
-           22,
-           610
-          ],
-          [
-           "1_2",
-           23,
-           611
-          ],
-          [
-           "1_2",
-           23,
-           613
-          ],
-          [
-           "1_2",
-           23,
-           614
-          ],
-          [
-           "1_2",
-           23,
-           615
-          ],
-          [
-           "1_2",
-           24,
-           617
-          ],
-          [
-           "1_2",
-           24,
-           618
-          ],
-          [
-           "1_2",
-           24,
-           619
-          ],
-          [
-           "1_2",
-           24,
-           620
-          ],
-          [
-           "1_2",
-           25,
-           621
-          ],
-          [
-           "1_2",
-           25,
-           622
-          ],
-          [
-           "1_2",
-           25,
-           623
-          ],
-          [
-           "1_2",
-           25,
-           624
-          ],
-          [
-           "1_2",
-           25,
-           625
-          ],
-          [
-           "1_2",
-           26,
-           626
-          ],
-          [
-           "1_2",
-           26,
-           627
-          ],
-          [
-           "1_2",
-           26,
-           628
-          ],
-          [
-           "1_2",
-           26,
-           629
-          ],
-          [
-           "1_2",
-           26,
-           630
-          ],
-          [
-           "1_2",
-           27,
-           631
-          ],
-          [
-           "1_2",
-           27,
-           632
-          ],
-          [
-           "1_2",
-           27,
-           633
-          ],
-          [
-           "1_2",
-           27,
-           635
-          ],
-          [
-           "1_2",
-           28,
-           636
-          ],
-          [
-           "1_2",
-           28,
-           637
-          ],
-          [
-           "1_2",
-           28,
-           638
-          ],
-          [
-           "1_2",
-           28,
-           640
-          ],
-          [
-           "1_2",
-           29,
-           641
-          ],
-          [
-           "1_2",
-           29,
-           642
-          ],
-          [
-           "1_2",
-           29,
-           644
-          ],
-          [
-           "1_2",
-           29,
-           645
-          ],
-          [
-           "1_2",
-           30,
-           647
-          ],
-          [
-           "1_2",
-           31,
-           654
-          ],
-          [
-           "1_2",
-           32,
-           657
-          ],
-          [
-           "1_2",
-           32,
-           658
-          ],
-          [
-           "1_2",
-           32,
-           659
-          ],
-          [
-           "1_2",
-           32,
-           660
-          ],
-          [
-           "1_2",
-           33,
-           661
-          ],
-          [
-           "1_2",
-           33,
-           662
-          ],
-          [
-           "1_2",
-           33,
-           664
-          ],
-          [
-           "1_2",
-           33,
-           665
-          ],
-          [
-           "1_2",
-           34,
-           667
-          ],
-          [
-           "1_2",
-           34,
-           668
-          ],
-          [
-           "1_2",
-           34,
-           669
-          ],
-          [
-           "1_2",
-           34,
-           670
-          ],
-          [
-           "1_2",
-           35,
-           671
-          ],
-          [
-           "1_2",
-           35,
-           672
-          ],
-          [
-           "1_2",
-           35,
-           674
-          ],
-          [
-           "1_2",
-           36,
-           676
-          ],
-          [
-           "1_2",
-           36,
-           678
-          ],
-          [
-           "1_2",
-           36,
-           679
-          ],
-          [
-           "1_2",
-           37,
-           681
-          ],
-          [
-           "1_2",
-           37,
-           682
-          ],
-          [
-           "1_2",
-           37,
-           683
-          ],
-          [
-           "1_2",
-           37,
-           684
-          ],
-          [
-           "1_2",
-           37,
-           685
-          ],
-          [
-           "1_2",
-           38,
-           686
-          ],
-          [
-           "1_2",
-           38,
-           687
-          ],
-          [
-           "1_2",
-           38,
-           688
-          ],
-          [
-           "1_2",
-           38,
-           689
-          ],
-          [
-           "1_2",
-           38,
-           690
-          ],
-          [
-           "1_2",
-           39,
-           692
-          ],
-          [
-           "1_2",
-           39,
-           693
-          ],
-          [
-           "1_2",
-           39,
-           694
-          ],
-          [
-           "1_2",
-           39,
-           695
-          ],
-          [
-           "1_2",
-           40,
-           698
-          ],
-          [
-           "1_2",
-           40,
-           699
-          ],
-          [
-           "1_2",
-           40,
-           700
-          ],
-          [
-           "1_2",
-           41,
-           702
-          ],
-          [
-           "1_2",
-           41,
-           703
-          ],
-          [
-           "1_2",
-           42,
-           706
-          ],
-          [
-           "1_2",
-           42,
-           707
-          ],
-          [
-           "1_2",
-           42,
-           708
-          ],
-          [
-           "1_2",
-           42,
-           710
-          ],
-          [
-           "1_2",
-           43,
-           711
-          ],
-          [
-           "1_2",
-           43,
-           715
-          ],
-          [
-           "1_2",
-           44,
-           717
-          ],
-          [
-           "1_2",
-           44,
-           718
-          ],
-          [
-           "1_2",
-           44,
-           719
-          ],
-          [
-           "1_2",
-           45,
-           722
-          ],
-          [
-           "1_2",
-           45,
-           723
-          ],
-          [
-           "1_2",
-           45,
-           724
-          ],
-          [
-           "1_2",
-           45,
-           725
-          ],
-          [
-           "1_2",
-           46,
-           726
-          ],
-          [
-           "1_2",
-           46,
-           727
-          ],
-          [
-           "1_2",
-           46,
-           728
-          ],
-          [
-           "1_2",
-           46,
-           729
-          ],
-          [
-           "1_2",
-           46,
-           730
-          ],
-          [
-           "1_2",
-           47,
-           731
-          ],
-          [
-           "1_2",
-           47,
-           733
-          ],
-          [
-           "1_2",
-           47,
-           734
-          ],
-          [
-           "1_2",
-           47,
-           735
-          ],
-          [
-           "1_2",
-           48,
-           736
-          ],
-          [
-           "1_2",
-           48,
-           737
-          ],
-          [
-           "1_2",
-           48,
-           738
-          ],
-          [
-           "1_2",
-           48,
-           739
-          ],
-          [
-           "1_2",
-           48,
-           740
-          ],
-          [
-           "1_2",
-           49,
-           741
-          ],
-          [
-           "1_2",
-           49,
-           742
-          ],
-          [
-           "1_2",
-           49,
-           743
-          ],
-          [
-           "1_2",
-           49,
-           744
-          ],
-          [
-           "1_2",
-           50,
-           746
-          ],
-          [
-           "1_2",
-           50,
-           747
-          ],
-          [
-           "1_2",
-           50,
-           749
-          ],
-          [
-           "1_2",
-           51,
-           751
-          ],
-          [
-           "1_2",
-           51,
-           752
-          ],
-          [
-           "1_2",
-           51,
-           753
-          ],
-          [
-           "1_2",
-           51,
-           754
-          ],
-          [
-           "1_2",
-           51,
-           755
-          ],
-          [
-           "1_2",
-           52,
-           756
-          ],
-          [
-           "1_2",
-           52,
-           757
-          ],
-          [
-           "1_2",
-           52,
-           758
-          ],
-          [
-           "1_2",
-           52,
-           759
-          ],
-          [
-           "1_2",
-           52,
-           760
-          ],
-          [
-           "1_2",
-           53,
-           761
-          ],
-          [
-           "1_2",
-           53,
-           762
-          ],
-          [
-           "1_2",
-           53,
-           763
-          ],
-          [
-           "1_2",
-           53,
-           764
-          ],
-          [
-           "1_2",
-           54,
-           767
-          ],
-          [
-           "1_2",
-           54,
-           769
-          ],
-          [
-           "1_2",
-           54,
-           770
-          ],
-          [
-           "1_2",
-           55,
-           771
-          ],
-          [
-           "1_2",
-           55,
-           772
-          ],
-          [
-           "1_2",
-           55,
-           773
-          ],
-          [
-           "1_2",
-           55,
-           774
-          ],
-          [
-           "1_2",
-           55,
-           775
-          ],
-          [
-           "1_2",
-           56,
-           777
-          ],
-          [
-           "1_2",
-           56,
-           778
-          ],
-          [
-           "1_2",
-           56,
-           779
-          ],
-          [
-           "1_2",
-           56,
-           780
-          ],
-          [
-           "1_2",
-           57,
-           781
-          ],
-          [
-           "1_2",
-           57,
-           782
-          ],
-          [
-           "1_2",
-           57,
-           783
-          ],
-          [
-           "1_2",
-           57,
-           784
-          ],
-          [
-           "1_2",
-           57,
-           785
-          ],
-          [
-           "1_2",
-           58,
-           786
-          ],
-          [
-           "1_2",
-           58,
-           787
-          ],
-          [
-           "1_2",
-           58,
-           788
-          ],
-          [
-           "1_2",
-           58,
-           789
-          ],
-          [
-           "1_2",
-           58,
-           790
-          ],
-          [
-           "1_2",
-           59,
-           792
-          ],
-          [
-           "1_2",
-           59,
-           793
-          ],
-          [
-           "1_2",
-           59,
-           794
-          ],
-          [
-           "1_2",
-           59,
-           795
-          ],
-          [
-           "1_2",
-           60,
-           796
-          ],
-          [
-           "1_2",
-           60,
-           797
-          ],
-          [
-           "1_2",
-           60,
-           798
-          ],
-          [
-           "1_2",
-           60,
-           799
-          ],
-          [
-           "1_2",
-           60,
-           800
-          ],
-          [
-           "1_2",
-           61,
-           801
-          ],
-          [
-           "1_2",
-           61,
-           802
-          ],
-          [
-           "1_2",
-           61,
-           803
-          ],
-          [
-           "1_2",
-           61,
-           804
-          ],
-          [
-           "1_2",
-           61,
-           805
-          ],
-          [
-           "1_2",
-           62,
-           806
-          ],
-          [
-           "1_2",
-           62,
-           807
-          ],
-          [
-           "1_2",
-           62,
-           808
-          ],
-          [
-           "1_2",
-           62,
-           809
-          ],
-          [
-           "1_2",
-           62,
-           810
-          ],
-          [
-           "1_2",
-           63,
-           811
-          ],
-          [
-           "1_2",
-           63,
-           812
-          ],
-          [
-           "1_2",
-           63,
-           813
-          ],
-          [
-           "1_2",
-           63,
-           814
-          ],
-          [
-           "1_2",
-           63,
-           815
-          ],
-          [
-           "1_2",
-           64,
-           816
-          ],
-          [
-           "1_2",
-           64,
-           818
-          ],
-          [
-           "1_2",
-           64,
-           819
-          ],
-          [
-           "1_2",
-           64,
-           820
-          ],
-          [
-           "1_2",
-           65,
-           821
-          ],
-          [
-           "1_2",
-           65,
-           822
-          ],
-          [
-           "1_2",
-           65,
-           823
-          ],
-          [
-           "1_2",
-           65,
-           824
-          ],
-          [
-           "1_2",
-           65,
-           825
-          ],
-          [
-           "1_2",
-           66,
-           826
-          ],
-          [
-           "1_2",
-           66,
-           828
-          ],
-          [
-           "1_2",
-           66,
-           829
-          ],
-          [
-           "1_2",
-           67,
-           831
-          ],
-          [
-           "1_2",
-           67,
-           832
-          ],
-          [
-           "1_2",
-           67,
-           833
-          ],
-          [
-           "1_2",
-           67,
-           834
-          ],
-          [
-           "1_2",
-           67,
-           835
-          ],
-          [
-           "1_2",
-           68,
-           836
-          ],
-          [
-           "1_2",
-           68,
-           837
-          ],
-          [
-           "1_2",
-           68,
-           838
-          ],
-          [
-           "1_2",
-           68,
-           840
-          ],
-          [
-           "1_2",
-           69,
-           841
-          ],
-          [
-           "1_2",
-           69,
-           843
-          ],
-          [
-           "1_2",
-           69,
-           844
-          ],
-          [
-           "1_2",
-           69,
-           845
-          ],
-          [
-           "1_2",
-           70,
-           848
-          ],
-          [
-           "1_2",
-           70,
-           849
-          ],
-          [
-           "1_2",
-           71,
-           851
-          ],
-          [
-           "1_2",
-           71,
-           852
-          ],
-          [
-           "1_2",
-           71,
-           853
-          ],
-          [
-           "1_2",
-           71,
-           854
-          ],
-          [
-           "1_2",
-           72,
-           856
-          ],
-          [
-           "1_2",
-           72,
-           857
-          ],
-          [
-           "1_2",
-           72,
-           858
-          ],
-          [
-           "1_2",
-           72,
-           859
-          ],
-          [
-           "1_2",
-           72,
-           860
-          ],
-          [
-           "1_2",
-           73,
-           862
-          ],
-          [
-           "1_2",
-           73,
-           863
-          ],
-          [
-           "1_2",
-           73,
-           864
-          ],
-          [
-           "1_2",
-           74,
-           866
-          ],
-          [
-           "1_2",
-           74,
-           867
-          ],
-          [
-           "1_2",
-           74,
-           868
-          ],
-          [
-           "1_2",
-           74,
-           869
-          ],
-          [
-           "1_2",
-           74,
-           870
-          ],
-          [
-           "1_2",
-           75,
-           871
-          ],
-          [
-           "1_2",
-           75,
-           872
-          ],
-          [
-           "1_2",
-           75,
-           873
-          ],
-          [
-           "1_2",
-           76,
-           876
-          ],
-          [
-           "1_2",
-           76,
-           877
-          ],
-          [
-           "1_2",
-           76,
-           878
-          ],
-          [
-           "1_2",
-           76,
-           879
-          ],
-          [
-           "1_2",
-           76,
-           880
-          ],
-          [
-           "1_2",
-           77,
-           881
-          ],
-          [
-           "1_2",
-           77,
-           882
-          ],
-          [
-           "1_2",
-           77,
-           883
-          ],
-          [
-           "1_2",
-           77,
-           884
-          ],
-          [
-           "1_2",
-           77,
-           885
-          ],
-          [
-           "1_2",
-           78,
-           886
-          ],
-          [
-           "1_2",
-           78,
-           887
-          ],
-          [
-           "1_2",
-           78,
-           888
-          ],
-          [
-           "1_2",
-           78,
-           889
-          ],
-          [
-           "1_2",
-           78,
-           890
-          ],
-          [
-           "1_2",
-           79,
-           891
-          ],
-          [
-           "1_2",
-           79,
-           894
-          ],
-          [
-           "1_2",
-           79,
-           895
-          ],
-          [
-           "1_2",
-           80,
-           896
-          ],
-          [
-           "1_2",
-           80,
-           898
-          ],
-          [
-           "1_2",
-           81,
-           902
-          ],
-          [
-           "1_2",
-           81,
-           903
-          ],
-          [
-           "1_2",
-           81,
-           904
-          ],
-          [
-           "1_2",
-           81,
-           905
-          ],
-          [
-           "1_2",
-           82,
-           907
-          ],
-          [
-           "1_2",
-           83,
-           911
-          ],
-          [
-           "1_2",
-           83,
-           912
-          ],
-          [
-           "1_2",
-           83,
-           915
-          ],
-          [
-           "1_2",
-           84,
-           916
-          ],
-          [
-           "1_2",
-           84,
-           917
-          ],
-          [
-           "1_2",
-           84,
-           918
-          ],
-          [
-           "1_2",
-           84,
-           919
-          ],
-          [
-           "1_2",
-           84,
-           920
-          ],
-          [
-           "1_2",
-           85,
-           921
-          ],
-          [
-           "1_2",
-           85,
-           923
-          ],
-          [
-           "1_2",
-           85,
-           925
-          ],
-          [
-           "1_2",
-           86,
-           926
-          ],
-          [
-           "1_2",
-           86,
-           927
-          ],
-          [
-           "1_2",
-           86,
-           928
-          ],
-          [
-           "1_2",
-           86,
-           929
-          ],
-          [
-           "1_2",
-           87,
-           931
-          ],
-          [
-           "1_2",
-           87,
-           933
-          ],
-          [
-           "1_2",
-           87,
-           934
-          ],
-          [
-           "1_2",
-           87,
-           935
-          ],
-          [
-           "1_2",
-           88,
-           936
-          ],
-          [
-           "1_2",
-           88,
-           937
-          ],
-          [
-           "1_2",
-           88,
-           938
-          ],
-          [
-           "1_2",
-           88,
-           939
-          ],
-          [
-           "1_2",
-           88,
-           940
-          ],
-          [
-           "1_2",
-           89,
-           943
-          ],
-          [
-           "1_2",
-           89,
-           944
-          ],
-          [
-           "1_2",
-           89,
-           945
-          ],
-          [
-           "1_2",
-           90,
-           946
-          ],
-          [
-           "1_2",
-           90,
-           947
-          ],
-          [
-           "1_2",
-           90,
-           948
-          ],
-          [
-           "1_2",
-           90,
-           950
-          ],
-          [
-           "1_2",
-           91,
-           951
-          ],
-          [
-           "1_2",
-           91,
-           952
-          ],
-          [
-           "1_2",
-           91,
-           955
-          ],
-          [
-           "1_2",
-           92,
-           959
-          ],
-          [
-           "1_2",
-           92,
-           960
-          ],
-          [
-           "1_2",
-           93,
-           961
-          ],
-          [
-           "1_2",
-           93,
-           963
-          ],
-          [
-           "1_2",
-           93,
-           964
-          ],
-          [
-           "1_2",
-           93,
-           965
-          ],
-          [
-           "1_2",
-           94,
-           967
-          ],
-          [
-           "1_2",
-           94,
-           969
-          ],
-          [
-           "1_2",
-           94,
-           970
-          ],
-          [
-           "1_2",
-           95,
-           971
-          ],
-          [
-           "1_2",
-           95,
-           972
-          ],
-          [
-           "1_2",
-           95,
-           973
-          ],
-          [
-           "1_2",
-           95,
-           974
-          ],
-          [
-           "1_2",
-           95,
-           975
-          ],
-          [
-           "1_2",
-           96,
-           976
-          ],
-          [
-           "1_2",
-           96,
-           977
-          ],
-          [
-           "1_2",
-           96,
-           978
-          ],
-          [
-           "1_2",
-           96,
-           979
-          ],
-          [
-           "1_2",
-           97,
-           981
-          ],
-          [
-           "1_2",
-           97,
-           983
-          ],
-          [
-           "1_2",
-           97,
-           984
-          ],
-          [
-           "1_2",
-           97,
-           985
-          ],
-          [
-           "1_2",
-           98,
-           986
-          ],
-          [
-           "1_2",
-           98,
-           987
-          ],
-          [
-           "1_2",
-           98,
-           988
-          ],
-          [
-           "1_2",
-           98,
-           989
-          ],
-          [
-           "1_2",
-           98,
-           990
-          ],
-          [
-           "1_2",
-           99,
-           992
-          ],
-          [
-           "1_2",
-           99,
-           993
-          ],
-          [
-           "1_2",
-           99,
-           994
-          ],
-          [
-           "1_2",
-           99,
-           995
-          ],
-          [
-           "1_2",
-           100,
-           996
-          ],
-          [
-           "1_2",
-           100,
-           997
-          ],
-          [
-           "1_2",
-           100,
-           998
-          ],
-          [
-           "1_2",
-           100,
-           999
-          ],
-          [
-           "1_2",
-           100,
-           1000
-          ]
-         ],
-         "hovertemplate": "<b>X_1_2</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "X_1_2",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x3",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y3"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "AgANABQAKwAsAC0ALwCRALgA",
-          "dtype": "i2"
-         },
-         "xaxis": "x3",
-         "y": {
-          "bdata": "mpmZmZlpbUBI4XoUrk9uQFyPwvUoZG1ACtejcD0KbUA9CtejcPVsQOxRuB6F+2xApHA9CtdzbUDhehSuRzFuQArXo3A9Mm5A",
-          "dtype": "f8"
-         },
-         "yaxis": "y3"
-        },
-        {
-         "customdata": [
-          [
-           "1_2",
-           1,
-           504
-          ],
-          [
-           "1_2",
-           1,
-           505
-          ],
-          [
-           "1_2",
-           2,
-           506
-          ],
-          [
-           "1_2",
-           2,
-           510
-          ],
-          [
-           "1_2",
-           3,
-           513
-          ],
-          [
-           "1_2",
-           3,
-           514
-          ],
-          [
-           "1_2",
-           3,
-           515
-          ],
-          [
-           "1_2",
-           4,
-           516
-          ],
-          [
-           "1_2",
-           4,
-           517
-          ],
-          [
-           "1_2",
-           4,
-           518
-          ],
-          [
-           "1_2",
-           4,
-           519
-          ],
-          [
-           "1_2",
-           4,
-           520
-          ],
-          [
-           "1_2",
-           5,
-           522
-          ],
-          [
-           "1_2",
-           5,
-           524
-          ],
-          [
-           "1_2",
-           5,
-           525
-          ],
-          [
-           "1_2",
-           6,
-           526
-          ],
-          [
-           "1_2",
-           6,
-           527
-          ],
-          [
-           "1_2",
-           6,
-           529
-          ],
-          [
-           "1_2",
-           6,
-           530
-          ],
-          [
-           "1_2",
-           7,
-           532
-          ],
-          [
-           "1_2",
-           7,
-           534
-          ],
-          [
-           "1_2",
-           8,
-           536
-          ],
-          [
-           "1_2",
-           8,
-           539
-          ],
-          [
-           "1_2",
-           8,
-           540
-          ],
-          [
-           "1_2",
-           9,
-           541
-          ],
-          [
-           "1_2",
-           9,
-           542
-          ],
-          [
-           "1_2",
-           9,
-           543
-          ],
-          [
-           "1_2",
-           9,
-           544
-          ],
-          [
-           "1_2",
-           9,
-           545
-          ],
-          [
-           "1_2",
-           10,
-           547
-          ],
-          [
-           "1_2",
-           10,
-           549
-          ],
-          [
-           "1_2",
-           10,
-           550
-          ],
-          [
-           "1_2",
-           11,
-           551
-          ],
-          [
-           "1_2",
-           11,
-           553
-          ],
-          [
-           "1_2",
-           11,
-           554
-          ],
-          [
-           "1_2",
-           12,
-           557
-          ],
-          [
-           "1_2",
-           12,
-           558
-          ],
-          [
-           "1_2",
-           12,
-           559
-          ],
-          [
-           "1_2",
-           12,
-           560
-          ],
-          [
-           "1_2",
-           13,
-           562
-          ],
-          [
-           "1_2",
-           13,
-           564
-          ],
-          [
-           "1_2",
-           13,
-           565
-          ],
-          [
-           "1_2",
-           14,
-           566
-          ],
-          [
-           "1_2",
-           14,
-           568
-          ],
-          [
-           "1_2",
-           14,
-           569
-          ],
-          [
-           "1_2",
-           15,
-           572
-          ],
-          [
-           "1_2",
-           15,
-           574
-          ],
-          [
-           "1_2",
-           15,
-           575
-          ],
-          [
-           "1_2",
-           16,
-           576
-          ],
-          [
-           "1_2",
-           16,
-           577
-          ],
-          [
-           "1_2",
-           16,
-           578
-          ],
-          [
-           "1_2",
-           16,
-           579
-          ],
-          [
-           "1_2",
-           16,
-           580
-          ],
-          [
-           "1_2",
-           17,
-           581
-          ],
-          [
-           "1_2",
-           17,
-           582
-          ],
-          [
-           "1_2",
-           17,
-           583
-          ],
-          [
-           "1_2",
-           17,
-           585
-          ],
-          [
-           "1_2",
-           18,
-           587
-          ],
-          [
-           "1_2",
-           18,
-           588
-          ],
-          [
-           "1_2",
-           18,
-           589
-          ],
-          [
-           "1_2",
-           19,
-           591
-          ],
-          [
-           "1_2",
-           19,
-           594
-          ],
-          [
-           "1_2",
-           20,
-           597
-          ],
-          [
-           "1_2",
-           20,
-           598
-          ],
-          [
-           "1_2",
-           20,
-           600
-          ],
-          [
-           "1_2",
-           21,
-           601
-          ],
-          [
-           "1_2",
-           21,
-           602
-          ],
-          [
-           "1_2",
-           21,
-           603
-          ],
-          [
-           "1_2",
-           21,
-           604
-          ],
-          [
-           "1_2",
-           21,
-           605
-          ],
-          [
-           "1_2",
-           22,
-           606
-          ],
-          [
-           "1_2",
-           22,
-           608
-          ],
-          [
-           "1_2",
-           22,
-           609
-          ],
-          [
-           "1_2",
-           22,
-           610
-          ],
-          [
-           "1_2",
-           23,
-           611
-          ],
-          [
-           "1_2",
-           23,
-           613
-          ],
-          [
-           "1_2",
-           23,
-           614
-          ],
-          [
-           "1_2",
-           23,
-           615
-          ],
-          [
-           "1_2",
-           24,
-           617
-          ],
-          [
-           "1_2",
-           24,
-           618
-          ],
-          [
-           "1_2",
-           24,
-           619
-          ],
-          [
-           "1_2",
-           24,
-           620
-          ],
-          [
-           "1_2",
-           25,
-           621
-          ],
-          [
-           "1_2",
-           25,
-           622
-          ],
-          [
-           "1_2",
-           25,
-           623
-          ],
-          [
-           "1_2",
-           25,
-           624
-          ],
-          [
-           "1_2",
-           25,
-           625
-          ],
-          [
-           "1_2",
-           26,
-           626
-          ],
-          [
-           "1_2",
-           26,
-           627
-          ],
-          [
-           "1_2",
-           26,
-           628
-          ],
-          [
-           "1_2",
-           26,
-           629
-          ],
-          [
-           "1_2",
-           26,
-           630
-          ],
-          [
-           "1_2",
-           27,
-           631
-          ],
-          [
-           "1_2",
-           27,
-           632
-          ],
-          [
-           "1_2",
-           27,
-           633
-          ],
-          [
-           "1_2",
-           27,
-           635
-          ],
-          [
-           "1_2",
-           28,
-           636
-          ],
-          [
-           "1_2",
-           28,
-           637
-          ],
-          [
-           "1_2",
-           28,
-           638
-          ],
-          [
-           "1_2",
-           28,
-           640
-          ],
-          [
-           "1_2",
-           29,
-           641
-          ],
-          [
-           "1_2",
-           29,
-           642
-          ],
-          [
-           "1_2",
-           29,
-           644
-          ],
-          [
-           "1_2",
-           29,
-           645
-          ],
-          [
-           "1_2",
-           30,
-           647
-          ],
-          [
-           "1_2",
-           31,
-           654
-          ],
-          [
-           "1_2",
-           32,
-           657
-          ],
-          [
-           "1_2",
-           32,
-           658
-          ],
-          [
-           "1_2",
-           32,
-           659
-          ],
-          [
-           "1_2",
-           32,
-           660
-          ],
-          [
-           "1_2",
-           33,
-           661
-          ],
-          [
-           "1_2",
-           33,
-           662
-          ],
-          [
-           "1_2",
-           33,
-           664
-          ],
-          [
-           "1_2",
-           33,
-           665
-          ],
-          [
-           "1_2",
-           34,
-           667
-          ],
-          [
-           "1_2",
-           34,
-           668
-          ],
-          [
-           "1_2",
-           34,
-           669
-          ],
-          [
-           "1_2",
-           34,
-           670
-          ],
-          [
-           "1_2",
-           35,
-           671
-          ],
-          [
-           "1_2",
-           35,
-           672
-          ],
-          [
-           "1_2",
-           35,
-           674
-          ],
-          [
-           "1_2",
-           36,
-           676
-          ],
-          [
-           "1_2",
-           36,
-           678
-          ],
-          [
-           "1_2",
-           36,
-           679
-          ],
-          [
-           "1_2",
-           37,
-           681
-          ],
-          [
-           "1_2",
-           37,
-           682
-          ],
-          [
-           "1_2",
-           37,
-           683
-          ],
-          [
-           "1_2",
-           37,
-           684
-          ],
-          [
-           "1_2",
-           37,
-           685
-          ],
-          [
-           "1_2",
-           38,
-           686
-          ],
-          [
-           "1_2",
-           38,
-           687
-          ],
-          [
-           "1_2",
-           38,
-           688
-          ],
-          [
-           "1_2",
-           38,
-           689
-          ],
-          [
-           "1_2",
-           38,
-           690
-          ],
-          [
-           "1_2",
-           39,
-           692
-          ],
-          [
-           "1_2",
-           39,
-           693
-          ],
-          [
-           "1_2",
-           39,
-           694
-          ],
-          [
-           "1_2",
-           39,
-           695
-          ],
-          [
-           "1_2",
-           40,
-           698
-          ],
-          [
-           "1_2",
-           40,
-           699
-          ],
-          [
-           "1_2",
-           40,
-           700
-          ],
-          [
-           "1_2",
-           41,
-           702
-          ],
-          [
-           "1_2",
-           41,
-           703
-          ],
-          [
-           "1_2",
-           42,
-           706
-          ],
-          [
-           "1_2",
-           42,
-           707
-          ],
-          [
-           "1_2",
-           42,
-           708
-          ],
-          [
-           "1_2",
-           42,
-           710
-          ],
-          [
-           "1_2",
-           43,
-           711
-          ],
-          [
-           "1_2",
-           43,
-           715
-          ],
-          [
-           "1_2",
-           44,
-           717
-          ],
-          [
-           "1_2",
-           44,
-           718
-          ],
-          [
-           "1_2",
-           44,
-           719
-          ],
-          [
-           "1_2",
-           45,
-           722
-          ],
-          [
-           "1_2",
-           45,
-           723
-          ],
-          [
-           "1_2",
-           45,
-           724
-          ],
-          [
-           "1_2",
-           45,
-           725
-          ],
-          [
-           "1_2",
-           46,
-           726
-          ],
-          [
-           "1_2",
-           46,
-           727
-          ],
-          [
-           "1_2",
-           46,
-           728
-          ],
-          [
-           "1_2",
-           46,
-           729
-          ],
-          [
-           "1_2",
-           46,
-           730
-          ],
-          [
-           "1_2",
-           47,
-           731
-          ],
-          [
-           "1_2",
-           47,
-           733
-          ],
-          [
-           "1_2",
-           47,
-           734
-          ],
-          [
-           "1_2",
-           47,
-           735
-          ],
-          [
-           "1_2",
-           48,
-           736
-          ],
-          [
-           "1_2",
-           48,
-           737
-          ],
-          [
-           "1_2",
-           48,
-           738
-          ],
-          [
-           "1_2",
-           48,
-           739
-          ],
-          [
-           "1_2",
-           48,
-           740
-          ],
-          [
-           "1_2",
-           49,
-           741
-          ],
-          [
-           "1_2",
-           49,
-           742
-          ],
-          [
-           "1_2",
-           49,
-           743
-          ],
-          [
-           "1_2",
-           49,
-           744
-          ],
-          [
-           "1_2",
-           50,
-           746
-          ],
-          [
-           "1_2",
-           50,
-           747
-          ],
-          [
-           "1_2",
-           50,
-           749
-          ],
-          [
-           "1_2",
-           51,
-           751
-          ],
-          [
-           "1_2",
-           51,
-           752
-          ],
-          [
-           "1_2",
-           51,
-           753
-          ],
-          [
-           "1_2",
-           51,
-           754
-          ],
-          [
-           "1_2",
-           51,
-           755
-          ],
-          [
-           "1_2",
-           52,
-           756
-          ],
-          [
-           "1_2",
-           52,
-           757
-          ],
-          [
-           "1_2",
-           52,
-           758
-          ],
-          [
-           "1_2",
-           52,
-           759
-          ],
-          [
-           "1_2",
-           52,
-           760
-          ],
-          [
-           "1_2",
-           53,
-           761
-          ],
-          [
-           "1_2",
-           53,
-           762
-          ],
-          [
-           "1_2",
-           53,
-           763
-          ],
-          [
-           "1_2",
-           53,
-           764
-          ],
-          [
-           "1_2",
-           54,
-           767
-          ],
-          [
-           "1_2",
-           54,
-           769
-          ],
-          [
-           "1_2",
-           54,
-           770
-          ],
-          [
-           "1_2",
-           55,
-           771
-          ],
-          [
-           "1_2",
-           55,
-           772
-          ],
-          [
-           "1_2",
-           55,
-           773
-          ],
-          [
-           "1_2",
-           55,
-           774
-          ],
-          [
-           "1_2",
-           55,
-           775
-          ],
-          [
-           "1_2",
-           56,
-           777
-          ],
-          [
-           "1_2",
-           56,
-           778
-          ],
-          [
-           "1_2",
-           56,
-           779
-          ],
-          [
-           "1_2",
-           56,
-           780
-          ],
-          [
-           "1_2",
-           57,
-           781
-          ],
-          [
-           "1_2",
-           57,
-           782
-          ],
-          [
-           "1_2",
-           57,
-           783
-          ],
-          [
-           "1_2",
-           57,
-           784
-          ],
-          [
-           "1_2",
-           57,
-           785
-          ],
-          [
-           "1_2",
-           58,
-           786
-          ],
-          [
-           "1_2",
-           58,
-           787
-          ],
-          [
-           "1_2",
-           58,
-           788
-          ],
-          [
-           "1_2",
-           58,
-           789
-          ],
-          [
-           "1_2",
-           58,
-           790
-          ],
-          [
-           "1_2",
-           59,
-           792
-          ],
-          [
-           "1_2",
-           59,
-           793
-          ],
-          [
-           "1_2",
-           59,
-           794
-          ],
-          [
-           "1_2",
-           59,
-           795
-          ],
-          [
-           "1_2",
-           60,
-           796
-          ],
-          [
-           "1_2",
-           60,
-           797
-          ],
-          [
-           "1_2",
-           60,
-           798
-          ],
-          [
-           "1_2",
-           60,
-           799
-          ],
-          [
-           "1_2",
-           60,
-           800
-          ],
-          [
-           "1_2",
-           61,
-           801
-          ],
-          [
-           "1_2",
-           61,
-           802
-          ],
-          [
-           "1_2",
-           61,
-           803
-          ],
-          [
-           "1_2",
-           61,
-           804
-          ],
-          [
-           "1_2",
-           61,
-           805
-          ],
-          [
-           "1_2",
-           62,
-           806
-          ],
-          [
-           "1_2",
-           62,
-           807
-          ],
-          [
-           "1_2",
-           62,
-           808
-          ],
-          [
-           "1_2",
-           62,
-           809
-          ],
-          [
-           "1_2",
-           62,
-           810
-          ],
-          [
-           "1_2",
-           63,
-           811
-          ],
-          [
-           "1_2",
-           63,
-           812
-          ],
-          [
-           "1_2",
-           63,
-           813
-          ],
-          [
-           "1_2",
-           63,
-           814
-          ],
-          [
-           "1_2",
-           63,
-           815
-          ],
-          [
-           "1_2",
-           64,
-           816
-          ],
-          [
-           "1_2",
-           64,
-           818
-          ],
-          [
-           "1_2",
-           64,
-           819
-          ],
-          [
-           "1_2",
-           64,
-           820
-          ],
-          [
-           "1_2",
-           65,
-           821
-          ],
-          [
-           "1_2",
-           65,
-           822
-          ],
-          [
-           "1_2",
-           65,
-           823
-          ],
-          [
-           "1_2",
-           65,
-           824
-          ],
-          [
-           "1_2",
-           65,
-           825
-          ],
-          [
-           "1_2",
-           66,
-           826
-          ],
-          [
-           "1_2",
-           66,
-           828
-          ],
-          [
-           "1_2",
-           66,
-           829
-          ],
-          [
-           "1_2",
-           67,
-           831
-          ],
-          [
-           "1_2",
-           67,
-           832
-          ],
-          [
-           "1_2",
-           67,
-           833
-          ],
-          [
-           "1_2",
-           67,
-           834
-          ],
-          [
-           "1_2",
-           67,
-           835
-          ],
-          [
-           "1_2",
-           68,
-           836
-          ],
-          [
-           "1_2",
-           68,
-           837
-          ],
-          [
-           "1_2",
-           68,
-           838
-          ],
-          [
-           "1_2",
-           68,
-           840
-          ],
-          [
-           "1_2",
-           69,
-           841
-          ],
-          [
-           "1_2",
-           69,
-           843
-          ],
-          [
-           "1_2",
-           69,
-           844
-          ],
-          [
-           "1_2",
-           69,
-           845
-          ],
-          [
-           "1_2",
-           70,
-           848
-          ],
-          [
-           "1_2",
-           70,
-           849
-          ],
-          [
-           "1_2",
-           71,
-           851
-          ],
-          [
-           "1_2",
-           71,
-           852
-          ],
-          [
-           "1_2",
-           71,
-           853
-          ],
-          [
-           "1_2",
-           71,
-           854
-          ],
-          [
-           "1_2",
-           72,
-           856
-          ],
-          [
-           "1_2",
-           72,
-           857
-          ],
-          [
-           "1_2",
-           72,
-           858
-          ],
-          [
-           "1_2",
-           72,
-           859
-          ],
-          [
-           "1_2",
-           72,
-           860
-          ],
-          [
-           "1_2",
-           73,
-           862
-          ],
-          [
-           "1_2",
-           73,
-           863
-          ],
-          [
-           "1_2",
-           73,
-           864
-          ],
-          [
-           "1_2",
-           74,
-           866
-          ],
-          [
-           "1_2",
-           74,
-           867
-          ],
-          [
-           "1_2",
-           74,
-           868
-          ],
-          [
-           "1_2",
-           74,
-           869
-          ],
-          [
-           "1_2",
-           74,
-           870
-          ],
-          [
-           "1_2",
-           75,
-           871
-          ],
-          [
-           "1_2",
-           75,
-           872
-          ],
-          [
-           "1_2",
-           75,
-           873
-          ],
-          [
-           "1_2",
-           76,
-           876
-          ],
-          [
-           "1_2",
-           76,
-           877
-          ],
-          [
-           "1_2",
-           76,
-           878
-          ],
-          [
-           "1_2",
-           76,
-           879
-          ],
-          [
-           "1_2",
-           76,
-           880
-          ],
-          [
-           "1_2",
-           77,
-           881
-          ],
-          [
-           "1_2",
-           77,
-           882
-          ],
-          [
-           "1_2",
-           77,
-           883
-          ],
-          [
-           "1_2",
-           77,
-           884
-          ],
-          [
-           "1_2",
-           77,
-           885
-          ],
-          [
-           "1_2",
-           78,
-           886
-          ],
-          [
-           "1_2",
-           78,
-           887
-          ],
-          [
-           "1_2",
-           78,
-           888
-          ],
-          [
-           "1_2",
-           78,
-           889
-          ],
-          [
-           "1_2",
-           78,
-           890
-          ],
-          [
-           "1_2",
-           79,
-           891
-          ],
-          [
-           "1_2",
-           79,
-           894
-          ],
-          [
-           "1_2",
-           79,
-           895
-          ],
-          [
-           "1_2",
-           80,
-           896
-          ],
-          [
-           "1_2",
-           80,
-           898
-          ],
-          [
-           "1_2",
-           81,
-           902
-          ],
-          [
-           "1_2",
-           81,
-           903
-          ],
-          [
-           "1_2",
-           81,
-           904
-          ],
-          [
-           "1_2",
-           81,
-           905
-          ],
-          [
-           "1_2",
-           82,
-           907
-          ],
-          [
-           "1_2",
-           83,
-           911
-          ],
-          [
-           "1_2",
-           83,
-           912
-          ],
-          [
-           "1_2",
-           83,
-           915
-          ],
-          [
-           "1_2",
-           84,
-           916
-          ],
-          [
-           "1_2",
-           84,
-           917
-          ],
-          [
-           "1_2",
-           84,
-           918
-          ],
-          [
-           "1_2",
-           84,
-           919
-          ],
-          [
-           "1_2",
-           84,
-           920
-          ],
-          [
-           "1_2",
-           85,
-           921
-          ],
-          [
-           "1_2",
-           85,
-           923
-          ],
-          [
-           "1_2",
-           85,
-           925
-          ],
-          [
-           "1_2",
-           86,
-           926
-          ],
-          [
-           "1_2",
-           86,
-           927
-          ],
-          [
-           "1_2",
-           86,
-           928
-          ],
-          [
-           "1_2",
-           86,
-           929
-          ],
-          [
-           "1_2",
-           87,
-           931
-          ],
-          [
-           "1_2",
-           87,
-           933
-          ],
-          [
-           "1_2",
-           87,
-           934
-          ],
-          [
-           "1_2",
-           87,
-           935
-          ],
-          [
-           "1_2",
-           88,
-           936
-          ],
-          [
-           "1_2",
-           88,
-           937
-          ],
-          [
-           "1_2",
-           88,
-           938
-          ],
-          [
-           "1_2",
-           88,
-           939
-          ],
-          [
-           "1_2",
-           88,
-           940
-          ],
-          [
-           "1_2",
-           89,
-           943
-          ],
-          [
-           "1_2",
-           89,
-           944
-          ],
-          [
-           "1_2",
-           89,
-           945
-          ],
-          [
-           "1_2",
-           90,
-           946
-          ],
-          [
-           "1_2",
-           90,
-           947
-          ],
-          [
-           "1_2",
-           90,
-           948
-          ],
-          [
-           "1_2",
-           90,
-           950
-          ],
-          [
-           "1_2",
-           91,
-           951
-          ],
-          [
-           "1_2",
-           91,
-           952
-          ],
-          [
-           "1_2",
-           91,
-           955
-          ],
-          [
-           "1_2",
-           92,
-           959
-          ],
-          [
-           "1_2",
-           92,
-           960
-          ],
-          [
-           "1_2",
-           93,
-           961
-          ],
-          [
-           "1_2",
-           93,
-           963
-          ],
-          [
-           "1_2",
-           93,
-           964
-          ],
-          [
-           "1_2",
-           93,
-           965
-          ],
-          [
-           "1_2",
-           94,
-           967
-          ],
-          [
-           "1_2",
-           94,
-           969
-          ],
-          [
-           "1_2",
-           94,
-           970
-          ],
-          [
-           "1_2",
-           95,
-           971
-          ],
-          [
-           "1_2",
-           95,
-           972
-          ],
-          [
-           "1_2",
-           95,
-           973
-          ],
-          [
-           "1_2",
-           95,
-           974
-          ],
-          [
-           "1_2",
-           95,
-           975
-          ],
-          [
-           "1_2",
-           96,
-           976
-          ],
-          [
-           "1_2",
-           96,
-           977
-          ],
-          [
-           "1_2",
-           96,
-           978
-          ],
-          [
-           "1_2",
-           96,
-           979
-          ],
-          [
-           "1_2",
-           97,
-           981
-          ],
-          [
-           "1_2",
-           97,
-           983
-          ],
-          [
-           "1_2",
-           97,
-           984
-          ],
-          [
-           "1_2",
-           97,
-           985
-          ],
-          [
-           "1_2",
-           98,
-           986
-          ],
-          [
-           "1_2",
-           98,
-           987
-          ],
-          [
-           "1_2",
-           98,
-           988
-          ],
-          [
-           "1_2",
-           98,
-           989
-          ],
-          [
-           "1_2",
-           98,
-           990
-          ],
-          [
-           "1_2",
-           99,
-           992
-          ],
-          [
-           "1_2",
-           99,
-           993
-          ],
-          [
-           "1_2",
-           99,
-           994
-          ],
-          [
-           "1_2",
-           99,
-           995
-          ],
-          [
-           "1_2",
-           100,
-           996
-          ],
-          [
-           "1_2",
-           100,
-           997
-          ],
-          [
-           "1_2",
-           100,
-           998
-          ],
-          [
-           "1_2",
-           100,
-           999
-          ],
-          [
-           "1_2",
-           100,
-           1000
-          ]
-         ],
-         "hovertemplate": "<b>mR_1_2</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "mR_1_2",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "AAABAAIAAwAEAAUABgAHAAgACQAKAAsADAANAA4ADwAQABEAEgATABQAFQAWABcAGAAZABoAGwAcAB0AHgAfACAAIQAiACMAJAAlACYAJwAoACkAKgArACwALQAuAC8AMAAxADIAMwA0ADUANgA3ADgAOQA6ADsAPAA9AD4APwBAAEEAQgBDAEQARQBGAEcASABJAEoASwBMAE0ATgBPAFAAUQBSAFMAVABVAFYAVwBYAFkAWgBbAFwAXQBeAF8AYABhAGIAYwBkAGUAZgBnAGgAaQBqAGsAbABtAG4AbwBwAHEAcgBzAHQAdQB2AHcAeAB5AHoAewB8AH0AfgB/AIAAgQCCAIMAhACFAIYAhwCIAIkAigCLAIwAjQCOAI8AkACRAJIAkwCUAJUAlgCXAJgAmQCaAJsAnACdAJ4AnwCgAKEAogCjAKQApQCmAKcAqACpAKoAqwCsAK0ArgCvALAAsQCyALMAtAC1ALYAtwC4ALkAugC7ALwAvQC+AL8AwADBAMIAwwDEAMUAxgDHAMgAyQDKAMsAzADNAM4AzwDQANEA0gDTANQA1QDWANcA2ADZANoA2wDcAN0A3gDfAOAA4QDiAOMA5ADlAOYA5wDoAOkA6gDrAOwA7QDuAO8A8ADxAPIA8wD0APUA9gD3APgA+QD6APsA/AD9AP4A/wAAAQEBAgEDAQQBBQEGAQcBCAEJAQoBCwEMAQ0BDgEPARABEQESARMBFAEVARYBFwEYARkBGgEbARwBHQEeAR8BIAEhASIBIwEkASUBJgEnASgBKQEqASsBLAEtAS4BLwEwATEBMgEzATQBNQE2ATcBOAE5AToBOwE8AT0BPgE/AUABQQFCAUMBRAFFAUYBRwFIAUkBSgFLAUwBTQFOAU8BUAFRAVIBUwFUAVUBVgFXAVgBWQFaAVsBXAFdAV4BXwFgAWEBYgFjAWQBZQFmAWcBaAFpAWoBawFsAW0BbgFvAXABcQFyAXMBdAF1AXYBdwF4AXkBegE=",
-          "dtype": "i2"
-         },
-         "xaxis": "x4",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y4"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "KgAtAMAA3QDeAA==",
-          "dtype": "i2"
-         },
-         "xaxis": "x4",
-         "y": {
-          "bdata": "SOF6FK5HHUDsUbgehesXQPYoXI/C9Q5AKVyPwvUoDEB7FK5H4XoMQA==",
-          "dtype": "f8"
-         },
-         "yaxis": "y4"
-        },
-        {
-         "customdata": [
-          [
-           "2_1",
-           1,
-           1002
-          ],
-          [
-           "2_1",
-           1,
-           1003
-          ],
-          [
-           "2_1",
-           1,
-           1004
-          ],
-          [
-           "2_1",
-           1,
-           1005
-          ],
-          [
-           "2_1",
-           2,
-           1006
-          ],
-          [
-           "2_1",
-           2,
-           1007
-          ],
-          [
-           "2_1",
-           2,
-           1010
-          ],
-          [
-           "2_1",
-           3,
-           1011
-          ],
-          [
-           "2_1",
-           3,
-           1012
-          ],
-          [
-           "2_1",
-           3,
-           1013
-          ],
-          [
-           "2_1",
-           3,
-           1015
-          ],
-          [
-           "2_1",
-           4,
-           1016
-          ],
-          [
-           "2_1",
-           4,
-           1017
-          ],
-          [
-           "2_1",
-           4,
-           1018
-          ],
-          [
-           "2_1",
-           4,
-           1019
-          ],
-          [
-           "2_1",
-           4,
-           1020
-          ],
-          [
-           "2_1",
-           5,
-           1021
-          ],
-          [
-           "2_1",
-           5,
-           1022
-          ],
-          [
-           "2_1",
-           5,
-           1023
-          ],
-          [
-           "2_1",
-           6,
-           1026
-          ],
-          [
-           "2_1",
-           6,
-           1027
-          ],
-          [
-           "2_1",
-           6,
-           1028
-          ],
-          [
-           "2_1",
-           6,
-           1030
-          ],
-          [
-           "2_1",
-           7,
-           1031
-          ],
-          [
-           "2_1",
-           7,
-           1032
-          ],
-          [
-           "2_1",
-           7,
-           1033
-          ],
-          [
-           "2_1",
-           7,
-           1035
-          ],
-          [
-           "2_1",
-           8,
-           1036
-          ],
-          [
-           "2_1",
-           8,
-           1037
-          ],
-          [
-           "2_1",
-           8,
-           1038
-          ],
-          [
-           "2_1",
-           8,
-           1039
-          ],
-          [
-           "2_1",
-           9,
-           1042
-          ],
-          [
-           "2_1",
-           9,
-           1044
-          ],
-          [
-           "2_1",
-           9,
-           1045
-          ],
-          [
-           "2_1",
-           10,
-           1047
-          ],
-          [
-           "2_1",
-           10,
-           1049
-          ],
-          [
-           "2_1",
-           10,
-           1050
-          ],
-          [
-           "2_1",
-           11,
-           1051
-          ],
-          [
-           "2_1",
-           11,
-           1052
-          ],
-          [
-           "2_1",
-           11,
-           1053
-          ],
-          [
-           "2_1",
-           11,
-           1054
-          ],
-          [
-           "2_1",
-           11,
-           1055
-          ],
-          [
-           "2_1",
-           12,
-           1057
-          ],
-          [
-           "2_1",
-           12,
-           1058
-          ],
-          [
-           "2_1",
-           12,
-           1059
-          ],
-          [
-           "2_1",
-           12,
-           1060
-          ],
-          [
-           "2_1",
-           13,
-           1061
-          ],
-          [
-           "2_1",
-           13,
-           1062
-          ],
-          [
-           "2_1",
-           13,
-           1063
-          ],
-          [
-           "2_1",
-           14,
-           1066
-          ],
-          [
-           "2_1",
-           14,
-           1067
-          ],
-          [
-           "2_1",
-           14,
-           1068
-          ],
-          [
-           "2_1",
-           14,
-           1070
-          ],
-          [
-           "2_1",
-           15,
-           1071
-          ],
-          [
-           "2_1",
-           15,
-           1073
-          ],
-          [
-           "2_1",
-           15,
-           1074
-          ],
-          [
-           "2_1",
-           15,
-           1075
-          ],
-          [
-           "2_1",
-           16,
-           1076
-          ],
-          [
-           "2_1",
-           16,
-           1077
-          ],
-          [
-           "2_1",
-           16,
-           1078
-          ],
-          [
-           "2_1",
-           16,
-           1079
-          ],
-          [
-           "2_1",
-           17,
-           1083
-          ],
-          [
-           "2_1",
-           17,
-           1084
-          ],
-          [
-           "2_1",
-           17,
-           1085
-          ],
-          [
-           "2_1",
-           18,
-           1087
-          ],
-          [
-           "2_1",
-           18,
-           1089
-          ],
-          [
-           "2_1",
-           18,
-           1090
-          ],
-          [
-           "2_1",
-           19,
-           1092
-          ],
-          [
-           "2_1",
-           19,
-           1093
-          ],
-          [
-           "2_1",
-           19,
-           1094
-          ],
-          [
-           "2_1",
-           19,
-           1095
-          ],
-          [
-           "2_1",
-           20,
-           1096
-          ],
-          [
-           "2_1",
-           20,
-           1097
-          ],
-          [
-           "2_1",
-           20,
-           1098
-          ],
-          [
-           "2_1",
-           20,
-           1099
-          ],
-          [
-           "2_1",
-           20,
-           1100
-          ],
-          [
-           "2_1",
-           21,
-           1101
-          ],
-          [
-           "2_1",
-           21,
-           1103
-          ],
-          [
-           "2_1",
-           21,
-           1104
-          ],
-          [
-           "2_1",
-           21,
-           1105
-          ],
-          [
-           "2_1",
-           22,
-           1106
-          ],
-          [
-           "2_1",
-           22,
-           1108
-          ],
-          [
-           "2_1",
-           22,
-           1109
-          ],
-          [
-           "2_1",
-           22,
-           1110
-          ],
-          [
-           "2_1",
-           23,
-           1111
-          ],
-          [
-           "2_1",
-           23,
-           1113
-          ],
-          [
-           "2_1",
-           23,
-           1115
-          ],
-          [
-           "2_1",
-           24,
-           1116
-          ],
-          [
-           "2_1",
-           24,
-           1117
-          ],
-          [
-           "2_1",
-           24,
-           1118
-          ],
-          [
-           "2_1",
-           24,
-           1119
-          ],
-          [
-           "2_1",
-           24,
-           1120
-          ],
-          [
-           "2_1",
-           25,
-           1121
-          ],
-          [
-           "2_1",
-           25,
-           1122
-          ],
-          [
-           "2_1",
-           25,
-           1123
-          ],
-          [
-           "2_1",
-           25,
-           1124
-          ],
-          [
-           "2_1",
-           26,
-           1127
-          ],
-          [
-           "2_1",
-           26,
-           1128
-          ],
-          [
-           "2_1",
-           26,
-           1129
-          ],
-          [
-           "2_1",
-           26,
-           1130
-          ],
-          [
-           "2_1",
-           27,
-           1131
-          ],
-          [
-           "2_1",
-           27,
-           1132
-          ],
-          [
-           "2_1",
-           27,
-           1133
-          ],
-          [
-           "2_1",
-           27,
-           1134
-          ],
-          [
-           "2_1",
-           27,
-           1135
-          ],
-          [
-           "2_1",
-           28,
-           1136
-          ],
-          [
-           "2_1",
-           28,
-           1137
-          ],
-          [
-           "2_1",
-           28,
-           1138
-          ],
-          [
-           "2_1",
-           28,
-           1140
-          ],
-          [
-           "2_1",
-           29,
-           1141
-          ],
-          [
-           "2_1",
-           29,
-           1142
-          ],
-          [
-           "2_1",
-           29,
-           1143
-          ],
-          [
-           "2_1",
-           29,
-           1144
-          ],
-          [
-           "2_1",
-           29,
-           1145
-          ],
-          [
-           "2_1",
-           30,
-           1147
-          ],
-          [
-           "2_1",
-           30,
-           1148
-          ],
-          [
-           "2_1",
-           30,
-           1149
-          ],
-          [
-           "2_1",
-           30,
-           1150
-          ],
-          [
-           "2_1",
-           31,
-           1151
-          ],
-          [
-           "2_1",
-           31,
-           1152
-          ],
-          [
-           "2_1",
-           31,
-           1153
-          ],
-          [
-           "2_1",
-           31,
-           1155
-          ],
-          [
-           "2_1",
-           32,
-           1157
-          ],
-          [
-           "2_1",
-           32,
-           1158
-          ],
-          [
-           "2_1",
-           32,
-           1159
-          ],
-          [
-           "2_1",
-           33,
-           1161
-          ],
-          [
-           "2_1",
-           33,
-           1162
-          ],
-          [
-           "2_1",
-           33,
-           1163
-          ],
-          [
-           "2_1",
-           33,
-           1164
-          ],
-          [
-           "2_1",
-           34,
-           1166
-          ],
-          [
-           "2_1",
-           34,
-           1167
-          ],
-          [
-           "2_1",
-           34,
-           1169
-          ],
-          [
-           "2_1",
-           35,
-           1171
-          ],
-          [
-           "2_1",
-           35,
-           1172
-          ],
-          [
-           "2_1",
-           35,
-           1173
-          ],
-          [
-           "2_1",
-           35,
-           1174
-          ],
-          [
-           "2_1",
-           35,
-           1175
-          ],
-          [
-           "2_1",
-           36,
-           1176
-          ],
-          [
-           "2_1",
-           36,
-           1177
-          ],
-          [
-           "2_1",
-           36,
-           1178
-          ],
-          [
-           "2_1",
-           36,
-           1179
-          ],
-          [
-           "2_1",
-           36,
-           1180
-          ],
-          [
-           "2_1",
-           37,
-           1181
-          ],
-          [
-           "2_1",
-           37,
-           1182
-          ],
-          [
-           "2_1",
-           37,
-           1184
-          ],
-          [
-           "2_1",
-           37,
-           1185
-          ],
-          [
-           "2_1",
-           38,
-           1186
-          ],
-          [
-           "2_1",
-           38,
-           1187
-          ],
-          [
-           "2_1",
-           38,
-           1188
-          ],
-          [
-           "2_1",
-           38,
-           1189
-          ],
-          [
-           "2_1",
-           39,
-           1192
-          ],
-          [
-           "2_1",
-           39,
-           1193
-          ],
-          [
-           "2_1",
-           39,
-           1195
-          ],
-          [
-           "2_1",
-           40,
-           1196
-          ],
-          [
-           "2_1",
-           40,
-           1198
-          ],
-          [
-           "2_1",
-           40,
-           1199
-          ],
-          [
-           "2_1",
-           41,
-           1201
-          ],
-          [
-           "2_1",
-           41,
-           1202
-          ],
-          [
-           "2_1",
-           41,
-           1203
-          ],
-          [
-           "2_1",
-           41,
-           1204
-          ],
-          [
-           "2_1",
-           41,
-           1205
-          ],
-          [
-           "2_1",
-           42,
-           1206
-          ],
-          [
-           "2_1",
-           42,
-           1207
-          ],
-          [
-           "2_1",
-           42,
-           1208
-          ],
-          [
-           "2_1",
-           42,
-           1209
-          ],
-          [
-           "2_1",
-           43,
-           1213
-          ],
-          [
-           "2_1",
-           43,
-           1214
-          ],
-          [
-           "2_1",
-           43,
-           1215
-          ],
-          [
-           "2_1",
-           44,
-           1216
-          ],
-          [
-           "2_1",
-           44,
-           1217
-          ],
-          [
-           "2_1",
-           44,
-           1218
-          ],
-          [
-           "2_1",
-           44,
-           1219
-          ],
-          [
-           "2_1",
-           44,
-           1220
-          ],
-          [
-           "2_1",
-           45,
-           1222
-          ],
-          [
-           "2_1",
-           45,
-           1223
-          ],
-          [
-           "2_1",
-           45,
-           1224
-          ],
-          [
-           "2_1",
-           45,
-           1225
-          ],
-          [
-           "2_1",
-           46,
-           1228
-          ],
-          [
-           "2_1",
-           46,
-           1229
-          ],
-          [
-           "2_1",
-           46,
-           1230
-          ],
-          [
-           "2_1",
-           47,
-           1231
-          ],
-          [
-           "2_1",
-           47,
-           1232
-          ],
-          [
-           "2_1",
-           47,
-           1233
-          ],
-          [
-           "2_1",
-           47,
-           1234
-          ],
-          [
-           "2_1",
-           47,
-           1235
-          ],
-          [
-           "2_1",
-           48,
-           1237
-          ],
-          [
-           "2_1",
-           48,
-           1238
-          ],
-          [
-           "2_1",
-           48,
-           1239
-          ],
-          [
-           "2_1",
-           49,
-           1241
-          ],
-          [
-           "2_1",
-           49,
-           1242
-          ],
-          [
-           "2_1",
-           49,
-           1243
-          ],
-          [
-           "2_1",
-           49,
-           1244
-          ],
-          [
-           "2_1",
-           49,
-           1245
-          ],
-          [
-           "2_1",
-           50,
-           1246
-          ],
-          [
-           "2_1",
-           50,
-           1247
-          ],
-          [
-           "2_1",
-           50,
-           1248
-          ],
-          [
-           "2_1",
-           50,
-           1249
-          ],
-          [
-           "2_1",
-           50,
-           1250
-          ],
-          [
-           "2_1",
-           51,
-           1251
-          ],
-          [
-           "2_1",
-           51,
-           1252
-          ],
-          [
-           "2_1",
-           51,
-           1253
-          ],
-          [
-           "2_1",
-           51,
-           1255
-          ],
-          [
-           "2_1",
-           52,
-           1256
-          ],
-          [
-           "2_1",
-           52,
-           1257
-          ],
-          [
-           "2_1",
-           52,
-           1258
-          ],
-          [
-           "2_1",
-           52,
-           1260
-          ],
-          [
-           "2_1",
-           53,
-           1261
-          ],
-          [
-           "2_1",
-           53,
-           1262
-          ],
-          [
-           "2_1",
-           53,
-           1263
-          ],
-          [
-           "2_1",
-           54,
-           1266
-          ],
-          [
-           "2_1",
-           54,
-           1267
-          ],
-          [
-           "2_1",
-           54,
-           1268
-          ],
-          [
-           "2_1",
-           54,
-           1269
-          ],
-          [
-           "2_1",
-           54,
-           1270
-          ],
-          [
-           "2_1",
-           55,
-           1271
-          ],
-          [
-           "2_1",
-           55,
-           1273
-          ],
-          [
-           "2_1",
-           55,
-           1274
-          ],
-          [
-           "2_1",
-           56,
-           1277
-          ],
-          [
-           "2_1",
-           56,
-           1278
-          ],
-          [
-           "2_1",
-           57,
-           1281
-          ],
-          [
-           "2_1",
-           57,
-           1282
-          ],
-          [
-           "2_1",
-           57,
-           1283
-          ],
-          [
-           "2_1",
-           57,
-           1285
-          ],
-          [
-           "2_1",
-           58,
-           1286
-          ],
-          [
-           "2_1",
-           58,
-           1288
-          ],
-          [
-           "2_1",
-           58,
-           1289
-          ],
-          [
-           "2_1",
-           58,
-           1290
-          ],
-          [
-           "2_1",
-           59,
-           1291
-          ],
-          [
-           "2_1",
-           59,
-           1292
-          ],
-          [
-           "2_1",
-           59,
-           1293
-          ],
-          [
-           "2_1",
-           59,
-           1294
-          ],
-          [
-           "2_1",
-           59,
-           1295
-          ],
-          [
-           "2_1",
-           60,
-           1296
-          ],
-          [
-           "2_1",
-           60,
-           1297
-          ],
-          [
-           "2_1",
-           60,
-           1298
-          ],
-          [
-           "2_1",
-           60,
-           1299
-          ],
-          [
-           "2_1",
-           60,
-           1300
-          ],
-          [
-           "2_1",
-           61,
-           1301
-          ],
-          [
-           "2_1",
-           61,
-           1302
-          ],
-          [
-           "2_1",
-           61,
-           1303
-          ],
-          [
-           "2_1",
-           61,
-           1304
-          ],
-          [
-           "2_1",
-           61,
-           1305
-          ],
-          [
-           "2_1",
-           62,
-           1306
-          ],
-          [
-           "2_1",
-           62,
-           1307
-          ],
-          [
-           "2_1",
-           62,
-           1308
-          ],
-          [
-           "2_1",
-           62,
-           1309
-          ],
-          [
-           "2_1",
-           62,
-           1310
-          ],
-          [
-           "2_1",
-           63,
-           1311
-          ],
-          [
-           "2_1",
-           63,
-           1313
-          ],
-          [
-           "2_1",
-           63,
-           1315
-          ],
-          [
-           "2_1",
-           64,
-           1316
-          ],
-          [
-           "2_1",
-           64,
-           1317
-          ],
-          [
-           "2_1",
-           64,
-           1318
-          ],
-          [
-           "2_1",
-           64,
-           1320
-          ],
-          [
-           "2_1",
-           65,
-           1322
-          ],
-          [
-           "2_1",
-           65,
-           1323
-          ],
-          [
-           "2_1",
-           65,
-           1324
-          ],
-          [
-           "2_1",
-           65,
-           1325
-          ],
-          [
-           "2_1",
-           66,
-           1328
-          ],
-          [
-           "2_1",
-           66,
-           1329
-          ],
-          [
-           "2_1",
-           67,
-           1331
-          ],
-          [
-           "2_1",
-           67,
-           1332
-          ],
-          [
-           "2_1",
-           67,
-           1333
-          ],
-          [
-           "2_1",
-           67,
-           1335
-          ],
-          [
-           "2_1",
-           68,
-           1336
-          ],
-          [
-           "2_1",
-           68,
-           1337
-          ],
-          [
-           "2_1",
-           68,
-           1339
-          ],
-          [
-           "2_1",
-           69,
-           1341
-          ],
-          [
-           "2_1",
-           69,
-           1342
-          ],
-          [
-           "2_1",
-           69,
-           1345
-          ],
-          [
-           "2_1",
-           70,
-           1346
-          ],
-          [
-           "2_1",
-           70,
-           1349
-          ],
-          [
-           "2_1",
-           70,
-           1350
-          ],
-          [
-           "2_1",
-           71,
-           1351
-          ],
-          [
-           "2_1",
-           71,
-           1353
-          ],
-          [
-           "2_1",
-           72,
-           1356
-          ],
-          [
-           "2_1",
-           72,
-           1357
-          ],
-          [
-           "2_1",
-           72,
-           1360
-          ],
-          [
-           "2_1",
-           73,
-           1361
-          ],
-          [
-           "2_1",
-           73,
-           1362
-          ],
-          [
-           "2_1",
-           73,
-           1363
-          ],
-          [
-           "2_1",
-           73,
-           1364
-          ],
-          [
-           "2_1",
-           73,
-           1365
-          ],
-          [
-           "2_1",
-           74,
-           1366
-          ],
-          [
-           "2_1",
-           74,
-           1367
-          ],
-          [
-           "2_1",
-           74,
-           1368
-          ],
-          [
-           "2_1",
-           74,
-           1370
-          ],
-          [
-           "2_1",
-           75,
-           1371
-          ],
-          [
-           "2_1",
-           75,
-           1372
-          ],
-          [
-           "2_1",
-           75,
-           1373
-          ],
-          [
-           "2_1",
-           75,
-           1374
-          ],
-          [
-           "2_1",
-           75,
-           1375
-          ],
-          [
-           "2_1",
-           76,
-           1377
-          ],
-          [
-           "2_1",
-           76,
-           1378
-          ],
-          [
-           "2_1",
-           76,
-           1379
-          ],
-          [
-           "2_1",
-           76,
-           1380
-          ],
-          [
-           "2_1",
-           77,
-           1381
-          ],
-          [
-           "2_1",
-           77,
-           1382
-          ],
-          [
-           "2_1",
-           77,
-           1384
-          ],
-          [
-           "2_1",
-           78,
-           1386
-          ],
-          [
-           "2_1",
-           78,
-           1387
-          ],
-          [
-           "2_1",
-           78,
-           1389
-          ],
-          [
-           "2_1",
-           78,
-           1390
-          ],
-          [
-           "2_1",
-           79,
-           1391
-          ],
-          [
-           "2_1",
-           79,
-           1392
-          ],
-          [
-           "2_1",
-           79,
-           1394
-          ],
-          [
-           "2_1",
-           79,
-           1395
-          ],
-          [
-           "2_1",
-           80,
-           1396
-          ],
-          [
-           "2_1",
-           80,
-           1397
-          ],
-          [
-           "2_1",
-           80,
-           1400
-          ],
-          [
-           "2_1",
-           81,
-           1401
-          ],
-          [
-           "2_1",
-           81,
-           1402
-          ],
-          [
-           "2_1",
-           81,
-           1403
-          ],
-          [
-           "2_1",
-           81,
-           1404
-          ],
-          [
-           "2_1",
-           82,
-           1406
-          ],
-          [
-           "2_1",
-           82,
-           1408
-          ],
-          [
-           "2_1",
-           82,
-           1409
-          ],
-          [
-           "2_1",
-           83,
-           1411
-          ],
-          [
-           "2_1",
-           83,
-           1412
-          ],
-          [
-           "2_1",
-           83,
-           1413
-          ],
-          [
-           "2_1",
-           83,
-           1414
-          ],
-          [
-           "2_1",
-           83,
-           1415
-          ],
-          [
-           "2_1",
-           84,
-           1417
-          ],
-          [
-           "2_1",
-           84,
-           1418
-          ],
-          [
-           "2_1",
-           84,
-           1419
-          ],
-          [
-           "2_1",
-           84,
-           1420
-          ],
-          [
-           "2_1",
-           85,
-           1421
-          ],
-          [
-           "2_1",
-           85,
-           1423
-          ],
-          [
-           "2_1",
-           85,
-           1424
-          ],
-          [
-           "2_1",
-           85,
-           1425
-          ],
-          [
-           "2_1",
-           86,
-           1426
-          ],
-          [
-           "2_1",
-           86,
-           1427
-          ],
-          [
-           "2_1",
-           86,
-           1429
-          ],
-          [
-           "2_1",
-           86,
-           1430
-          ],
-          [
-           "2_1",
-           87,
-           1433
-          ],
-          [
-           "2_1",
-           87,
-           1434
-          ],
-          [
-           "2_1",
-           88,
-           1438
-          ],
-          [
-           "2_1",
-           88,
-           1439
-          ],
-          [
-           "2_1",
-           88,
-           1440
-          ],
-          [
-           "2_1",
-           89,
-           1441
-          ],
-          [
-           "2_1",
-           89,
-           1442
-          ],
-          [
-           "2_1",
-           89,
-           1443
-          ],
-          [
-           "2_1",
-           89,
-           1444
-          ],
-          [
-           "2_1",
-           89,
-           1445
-          ],
-          [
-           "2_1",
-           90,
-           1446
-          ],
-          [
-           "2_1",
-           90,
-           1447
-          ],
-          [
-           "2_1",
-           90,
-           1448
-          ],
-          [
-           "2_1",
-           90,
-           1449
-          ],
-          [
-           "2_1",
-           90,
-           1450
-          ],
-          [
-           "2_1",
-           91,
-           1452
-          ],
-          [
-           "2_1",
-           91,
-           1453
-          ],
-          [
-           "2_1",
-           91,
-           1454
-          ],
-          [
-           "2_1",
-           91,
-           1455
-          ],
-          [
-           "2_1",
-           92,
-           1456
-          ],
-          [
-           "2_1",
-           92,
-           1457
-          ],
-          [
-           "2_1",
-           92,
-           1459
-          ],
-          [
-           "2_1",
-           93,
-           1461
-          ],
-          [
-           "2_1",
-           93,
-           1462
-          ],
-          [
-           "2_1",
-           93,
-           1463
-          ],
-          [
-           "2_1",
-           93,
-           1464
-          ],
-          [
-           "2_1",
-           93,
-           1465
-          ],
-          [
-           "2_1",
-           94,
-           1466
-          ],
-          [
-           "2_1",
-           94,
-           1468
-          ],
-          [
-           "2_1",
-           94,
-           1469
-          ],
-          [
-           "2_1",
-           94,
-           1470
-          ],
-          [
-           "2_1",
-           95,
-           1471
-          ],
-          [
-           "2_1",
-           95,
-           1473
-          ],
-          [
-           "2_1",
-           95,
-           1474
-          ],
-          [
-           "2_1",
-           95,
-           1475
-          ],
-          [
-           "2_1",
-           96,
-           1476
-          ],
-          [
-           "2_1",
-           96,
-           1477
-          ],
-          [
-           "2_1",
-           96,
-           1478
-          ],
-          [
-           "2_1",
-           96,
-           1480
-          ],
-          [
-           "2_1",
-           97,
-           1481
-          ],
-          [
-           "2_1",
-           97,
-           1482
-          ],
-          [
-           "2_1",
-           97,
-           1483
-          ],
-          [
-           "2_1",
-           97,
-           1484
-          ],
-          [
-           "2_1",
-           97,
-           1485
-          ],
-          [
-           "2_1",
-           98,
-           1486
-          ],
-          [
-           "2_1",
-           98,
-           1488
-          ],
-          [
-           "2_1",
-           99,
-           1491
-          ],
-          [
-           "2_1",
-           99,
-           1492
-          ],
-          [
-           "2_1",
-           99,
-           1493
-          ],
-          [
-           "2_1",
-           99,
-           1494
-          ],
-          [
-           "2_1",
-           100,
-           1496
-          ],
-          [
-           "2_1",
-           100,
-           1497
-          ],
-          [
-           "2_1",
-           100,
-           1498
-          ],
-          [
-           "2_1",
-           100,
-           1499
-          ],
-          [
-           "2_1",
-           100,
-           1500
-          ]
-         ],
-         "hovertemplate": "<b>X_2_1</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "X_2_1",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x5",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y5"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "DQAcAEAAQgBKAKoAwADDAAIBCgEPATQBNwE4ATwBQQE=",
-          "dtype": "i2"
-         },
-         "xaxis": "x5",
-         "y": {
-          "bdata": "zczMzMw8bUCamZmZmUltQK5H4XoURm1AzczMzMxEbUD2KFyPwkVtQNejcD0KN21APQrXo3BFbUAUrkfhekxtQK5H4XoUBm5AexSuR+EabkApXI/C9QhuQGZmZmZmBm5A9ihcj8IlbkBI4XoUrgduQKRwPQrXE25AFK5H4XocbkA=",
-          "dtype": "f8"
-         },
-         "yaxis": "y5"
-        },
-        {
-         "customdata": [
-          [
-           "2_1",
-           1,
-           1003
-          ],
-          [
-           "2_1",
-           1,
-           1004
-          ],
-          [
-           "2_1",
-           1,
-           1005
-          ],
-          [
-           "2_1",
-           2,
-           1006
-          ],
-          [
-           "2_1",
-           2,
-           1007
-          ],
-          [
-           "2_1",
-           2,
-           1010
-          ],
-          [
-           "2_1",
-           3,
-           1011
-          ],
-          [
-           "2_1",
-           3,
-           1012
-          ],
-          [
-           "2_1",
-           3,
-           1013
-          ],
-          [
-           "2_1",
-           3,
-           1015
-          ],
-          [
-           "2_1",
-           4,
-           1016
-          ],
-          [
-           "2_1",
-           4,
-           1017
-          ],
-          [
-           "2_1",
-           4,
-           1018
-          ],
-          [
-           "2_1",
-           4,
-           1019
-          ],
-          [
-           "2_1",
-           4,
-           1020
-          ],
-          [
-           "2_1",
-           5,
-           1021
-          ],
-          [
-           "2_1",
-           5,
-           1022
-          ],
-          [
-           "2_1",
-           5,
-           1023
-          ],
-          [
-           "2_1",
-           6,
-           1026
-          ],
-          [
-           "2_1",
-           6,
-           1027
-          ],
-          [
-           "2_1",
-           6,
-           1028
-          ],
-          [
-           "2_1",
-           6,
-           1030
-          ],
-          [
-           "2_1",
-           7,
-           1031
-          ],
-          [
-           "2_1",
-           7,
-           1032
-          ],
-          [
-           "2_1",
-           7,
-           1033
-          ],
-          [
-           "2_1",
-           7,
-           1035
-          ],
-          [
-           "2_1",
-           8,
-           1036
-          ],
-          [
-           "2_1",
-           8,
-           1037
-          ],
-          [
-           "2_1",
-           8,
-           1038
-          ],
-          [
-           "2_1",
-           8,
-           1039
-          ],
-          [
-           "2_1",
-           9,
-           1042
-          ],
-          [
-           "2_1",
-           9,
-           1044
-          ],
-          [
-           "2_1",
-           9,
-           1045
-          ],
-          [
-           "2_1",
-           10,
-           1047
-          ],
-          [
-           "2_1",
-           10,
-           1049
-          ],
-          [
-           "2_1",
-           10,
-           1050
-          ],
-          [
-           "2_1",
-           11,
-           1051
-          ],
-          [
-           "2_1",
-           11,
-           1052
-          ],
-          [
-           "2_1",
-           11,
-           1053
-          ],
-          [
-           "2_1",
-           11,
-           1054
-          ],
-          [
-           "2_1",
-           11,
-           1055
-          ],
-          [
-           "2_1",
-           12,
-           1057
-          ],
-          [
-           "2_1",
-           12,
-           1058
-          ],
-          [
-           "2_1",
-           12,
-           1059
-          ],
-          [
-           "2_1",
-           12,
-           1060
-          ],
-          [
-           "2_1",
-           13,
-           1061
-          ],
-          [
-           "2_1",
-           13,
-           1062
-          ],
-          [
-           "2_1",
-           13,
-           1063
-          ],
-          [
-           "2_1",
-           14,
-           1066
-          ],
-          [
-           "2_1",
-           14,
-           1067
-          ],
-          [
-           "2_1",
-           14,
-           1068
-          ],
-          [
-           "2_1",
-           14,
-           1070
-          ],
-          [
-           "2_1",
-           15,
-           1071
-          ],
-          [
-           "2_1",
-           15,
-           1073
-          ],
-          [
-           "2_1",
-           15,
-           1074
-          ],
-          [
-           "2_1",
-           15,
-           1075
-          ],
-          [
-           "2_1",
-           16,
-           1076
-          ],
-          [
-           "2_1",
-           16,
-           1077
-          ],
-          [
-           "2_1",
-           16,
-           1078
-          ],
-          [
-           "2_1",
-           16,
-           1079
-          ],
-          [
-           "2_1",
-           17,
-           1083
-          ],
-          [
-           "2_1",
-           17,
-           1084
-          ],
-          [
-           "2_1",
-           17,
-           1085
-          ],
-          [
-           "2_1",
-           18,
-           1087
-          ],
-          [
-           "2_1",
-           18,
-           1089
-          ],
-          [
-           "2_1",
-           18,
-           1090
-          ],
-          [
-           "2_1",
-           19,
-           1092
-          ],
-          [
-           "2_1",
-           19,
-           1093
-          ],
-          [
-           "2_1",
-           19,
-           1094
-          ],
-          [
-           "2_1",
-           19,
-           1095
-          ],
-          [
-           "2_1",
-           20,
-           1096
-          ],
-          [
-           "2_1",
-           20,
-           1097
-          ],
-          [
-           "2_1",
-           20,
-           1098
-          ],
-          [
-           "2_1",
-           20,
-           1099
-          ],
-          [
-           "2_1",
-           20,
-           1100
-          ],
-          [
-           "2_1",
-           21,
-           1101
-          ],
-          [
-           "2_1",
-           21,
-           1103
-          ],
-          [
-           "2_1",
-           21,
-           1104
-          ],
-          [
-           "2_1",
-           21,
-           1105
-          ],
-          [
-           "2_1",
-           22,
-           1106
-          ],
-          [
-           "2_1",
-           22,
-           1108
-          ],
-          [
-           "2_1",
-           22,
-           1109
-          ],
-          [
-           "2_1",
-           22,
-           1110
-          ],
-          [
-           "2_1",
-           23,
-           1111
-          ],
-          [
-           "2_1",
-           23,
-           1113
-          ],
-          [
-           "2_1",
-           23,
-           1115
-          ],
-          [
-           "2_1",
-           24,
-           1116
-          ],
-          [
-           "2_1",
-           24,
-           1117
-          ],
-          [
-           "2_1",
-           24,
-           1118
-          ],
-          [
-           "2_1",
-           24,
-           1119
-          ],
-          [
-           "2_1",
-           24,
-           1120
-          ],
-          [
-           "2_1",
-           25,
-           1121
-          ],
-          [
-           "2_1",
-           25,
-           1122
-          ],
-          [
-           "2_1",
-           25,
-           1123
-          ],
-          [
-           "2_1",
-           25,
-           1124
-          ],
-          [
-           "2_1",
-           26,
-           1127
-          ],
-          [
-           "2_1",
-           26,
-           1128
-          ],
-          [
-           "2_1",
-           26,
-           1129
-          ],
-          [
-           "2_1",
-           26,
-           1130
-          ],
-          [
-           "2_1",
-           27,
-           1131
-          ],
-          [
-           "2_1",
-           27,
-           1132
-          ],
-          [
-           "2_1",
-           27,
-           1133
-          ],
-          [
-           "2_1",
-           27,
-           1134
-          ],
-          [
-           "2_1",
-           27,
-           1135
-          ],
-          [
-           "2_1",
-           28,
-           1136
-          ],
-          [
-           "2_1",
-           28,
-           1137
-          ],
-          [
-           "2_1",
-           28,
-           1138
-          ],
-          [
-           "2_1",
-           28,
-           1140
-          ],
-          [
-           "2_1",
-           29,
-           1141
-          ],
-          [
-           "2_1",
-           29,
-           1142
-          ],
-          [
-           "2_1",
-           29,
-           1143
-          ],
-          [
-           "2_1",
-           29,
-           1144
-          ],
-          [
-           "2_1",
-           29,
-           1145
-          ],
-          [
-           "2_1",
-           30,
-           1147
-          ],
-          [
-           "2_1",
-           30,
-           1148
-          ],
-          [
-           "2_1",
-           30,
-           1149
-          ],
-          [
-           "2_1",
-           30,
-           1150
-          ],
-          [
-           "2_1",
-           31,
-           1151
-          ],
-          [
-           "2_1",
-           31,
-           1152
-          ],
-          [
-           "2_1",
-           31,
-           1153
-          ],
-          [
-           "2_1",
-           31,
-           1155
-          ],
-          [
-           "2_1",
-           32,
-           1157
-          ],
-          [
-           "2_1",
-           32,
-           1158
-          ],
-          [
-           "2_1",
-           32,
-           1159
-          ],
-          [
-           "2_1",
-           33,
-           1161
-          ],
-          [
-           "2_1",
-           33,
-           1162
-          ],
-          [
-           "2_1",
-           33,
-           1163
-          ],
-          [
-           "2_1",
-           33,
-           1164
-          ],
-          [
-           "2_1",
-           34,
-           1166
-          ],
-          [
-           "2_1",
-           34,
-           1167
-          ],
-          [
-           "2_1",
-           34,
-           1169
-          ],
-          [
-           "2_1",
-           35,
-           1171
-          ],
-          [
-           "2_1",
-           35,
-           1172
-          ],
-          [
-           "2_1",
-           35,
-           1173
-          ],
-          [
-           "2_1",
-           35,
-           1174
-          ],
-          [
-           "2_1",
-           35,
-           1175
-          ],
-          [
-           "2_1",
-           36,
-           1176
-          ],
-          [
-           "2_1",
-           36,
-           1177
-          ],
-          [
-           "2_1",
-           36,
-           1178
-          ],
-          [
-           "2_1",
-           36,
-           1179
-          ],
-          [
-           "2_1",
-           36,
-           1180
-          ],
-          [
-           "2_1",
-           37,
-           1181
-          ],
-          [
-           "2_1",
-           37,
-           1182
-          ],
-          [
-           "2_1",
-           37,
-           1184
-          ],
-          [
-           "2_1",
-           37,
-           1185
-          ],
-          [
-           "2_1",
-           38,
-           1186
-          ],
-          [
-           "2_1",
-           38,
-           1187
-          ],
-          [
-           "2_1",
-           38,
-           1188
-          ],
-          [
-           "2_1",
-           38,
-           1189
-          ],
-          [
-           "2_1",
-           39,
-           1192
-          ],
-          [
-           "2_1",
-           39,
-           1193
-          ],
-          [
-           "2_1",
-           39,
-           1195
-          ],
-          [
-           "2_1",
-           40,
-           1196
-          ],
-          [
-           "2_1",
-           40,
-           1198
-          ],
-          [
-           "2_1",
-           40,
-           1199
-          ],
-          [
-           "2_1",
-           41,
-           1201
-          ],
-          [
-           "2_1",
-           41,
-           1202
-          ],
-          [
-           "2_1",
-           41,
-           1203
-          ],
-          [
-           "2_1",
-           41,
-           1204
-          ],
-          [
-           "2_1",
-           41,
-           1205
-          ],
-          [
-           "2_1",
-           42,
-           1206
-          ],
-          [
-           "2_1",
-           42,
-           1207
-          ],
-          [
-           "2_1",
-           42,
-           1208
-          ],
-          [
-           "2_1",
-           42,
-           1209
-          ],
-          [
-           "2_1",
-           43,
-           1213
-          ],
-          [
-           "2_1",
-           43,
-           1214
-          ],
-          [
-           "2_1",
-           43,
-           1215
-          ],
-          [
-           "2_1",
-           44,
-           1216
-          ],
-          [
-           "2_1",
-           44,
-           1217
-          ],
-          [
-           "2_1",
-           44,
-           1218
-          ],
-          [
-           "2_1",
-           44,
-           1219
-          ],
-          [
-           "2_1",
-           44,
-           1220
-          ],
-          [
-           "2_1",
-           45,
-           1222
-          ],
-          [
-           "2_1",
-           45,
-           1223
-          ],
-          [
-           "2_1",
-           45,
-           1224
-          ],
-          [
-           "2_1",
-           45,
-           1225
-          ],
-          [
-           "2_1",
-           46,
-           1228
-          ],
-          [
-           "2_1",
-           46,
-           1229
-          ],
-          [
-           "2_1",
-           46,
-           1230
-          ],
-          [
-           "2_1",
-           47,
-           1231
-          ],
-          [
-           "2_1",
-           47,
-           1232
-          ],
-          [
-           "2_1",
-           47,
-           1233
-          ],
-          [
-           "2_1",
-           47,
-           1234
-          ],
-          [
-           "2_1",
-           47,
-           1235
-          ],
-          [
-           "2_1",
-           48,
-           1237
-          ],
-          [
-           "2_1",
-           48,
-           1238
-          ],
-          [
-           "2_1",
-           48,
-           1239
-          ],
-          [
-           "2_1",
-           49,
-           1241
-          ],
-          [
-           "2_1",
-           49,
-           1242
-          ],
-          [
-           "2_1",
-           49,
-           1243
-          ],
-          [
-           "2_1",
-           49,
-           1244
-          ],
-          [
-           "2_1",
-           49,
-           1245
-          ],
-          [
-           "2_1",
-           50,
-           1246
-          ],
-          [
-           "2_1",
-           50,
-           1247
-          ],
-          [
-           "2_1",
-           50,
-           1248
-          ],
-          [
-           "2_1",
-           50,
-           1249
-          ],
-          [
-           "2_1",
-           50,
-           1250
-          ],
-          [
-           "2_1",
-           51,
-           1251
-          ],
-          [
-           "2_1",
-           51,
-           1252
-          ],
-          [
-           "2_1",
-           51,
-           1253
-          ],
-          [
-           "2_1",
-           51,
-           1255
-          ],
-          [
-           "2_1",
-           52,
-           1256
-          ],
-          [
-           "2_1",
-           52,
-           1257
-          ],
-          [
-           "2_1",
-           52,
-           1258
-          ],
-          [
-           "2_1",
-           52,
-           1260
-          ],
-          [
-           "2_1",
-           53,
-           1261
-          ],
-          [
-           "2_1",
-           53,
-           1262
-          ],
-          [
-           "2_1",
-           53,
-           1263
-          ],
-          [
-           "2_1",
-           54,
-           1266
-          ],
-          [
-           "2_1",
-           54,
-           1267
-          ],
-          [
-           "2_1",
-           54,
-           1268
-          ],
-          [
-           "2_1",
-           54,
-           1269
-          ],
-          [
-           "2_1",
-           54,
-           1270
-          ],
-          [
-           "2_1",
-           55,
-           1271
-          ],
-          [
-           "2_1",
-           55,
-           1273
-          ],
-          [
-           "2_1",
-           55,
-           1274
-          ],
-          [
-           "2_1",
-           56,
-           1277
-          ],
-          [
-           "2_1",
-           56,
-           1278
-          ],
-          [
-           "2_1",
-           57,
-           1281
-          ],
-          [
-           "2_1",
-           57,
-           1282
-          ],
-          [
-           "2_1",
-           57,
-           1283
-          ],
-          [
-           "2_1",
-           57,
-           1285
-          ],
-          [
-           "2_1",
-           58,
-           1286
-          ],
-          [
-           "2_1",
-           58,
-           1288
-          ],
-          [
-           "2_1",
-           58,
-           1289
-          ],
-          [
-           "2_1",
-           58,
-           1290
-          ],
-          [
-           "2_1",
-           59,
-           1291
-          ],
-          [
-           "2_1",
-           59,
-           1292
-          ],
-          [
-           "2_1",
-           59,
-           1293
-          ],
-          [
-           "2_1",
-           59,
-           1294
-          ],
-          [
-           "2_1",
-           59,
-           1295
-          ],
-          [
-           "2_1",
-           60,
-           1296
-          ],
-          [
-           "2_1",
-           60,
-           1297
-          ],
-          [
-           "2_1",
-           60,
-           1298
-          ],
-          [
-           "2_1",
-           60,
-           1299
-          ],
-          [
-           "2_1",
-           60,
-           1300
-          ],
-          [
-           "2_1",
-           61,
-           1301
-          ],
-          [
-           "2_1",
-           61,
-           1302
-          ],
-          [
-           "2_1",
-           61,
-           1303
-          ],
-          [
-           "2_1",
-           61,
-           1304
-          ],
-          [
-           "2_1",
-           61,
-           1305
-          ],
-          [
-           "2_1",
-           62,
-           1306
-          ],
-          [
-           "2_1",
-           62,
-           1307
-          ],
-          [
-           "2_1",
-           62,
-           1308
-          ],
-          [
-           "2_1",
-           62,
-           1309
-          ],
-          [
-           "2_1",
-           62,
-           1310
-          ],
-          [
-           "2_1",
-           63,
-           1311
-          ],
-          [
-           "2_1",
-           63,
-           1313
-          ],
-          [
-           "2_1",
-           63,
-           1315
-          ],
-          [
-           "2_1",
-           64,
-           1316
-          ],
-          [
-           "2_1",
-           64,
-           1317
-          ],
-          [
-           "2_1",
-           64,
-           1318
-          ],
-          [
-           "2_1",
-           64,
-           1320
-          ],
-          [
-           "2_1",
-           65,
-           1322
-          ],
-          [
-           "2_1",
-           65,
-           1323
-          ],
-          [
-           "2_1",
-           65,
-           1324
-          ],
-          [
-           "2_1",
-           65,
-           1325
-          ],
-          [
-           "2_1",
-           66,
-           1328
-          ],
-          [
-           "2_1",
-           66,
-           1329
-          ],
-          [
-           "2_1",
-           67,
-           1331
-          ],
-          [
-           "2_1",
-           67,
-           1332
-          ],
-          [
-           "2_1",
-           67,
-           1333
-          ],
-          [
-           "2_1",
-           67,
-           1335
-          ],
-          [
-           "2_1",
-           68,
-           1336
-          ],
-          [
-           "2_1",
-           68,
-           1337
-          ],
-          [
-           "2_1",
-           68,
-           1339
-          ],
-          [
-           "2_1",
-           69,
-           1341
-          ],
-          [
-           "2_1",
-           69,
-           1342
-          ],
-          [
-           "2_1",
-           69,
-           1345
-          ],
-          [
-           "2_1",
-           70,
-           1346
-          ],
-          [
-           "2_1",
-           70,
-           1349
-          ],
-          [
-           "2_1",
-           70,
-           1350
-          ],
-          [
-           "2_1",
-           71,
-           1351
-          ],
-          [
-           "2_1",
-           71,
-           1353
-          ],
-          [
-           "2_1",
-           72,
-           1356
-          ],
-          [
-           "2_1",
-           72,
-           1357
-          ],
-          [
-           "2_1",
-           72,
-           1360
-          ],
-          [
-           "2_1",
-           73,
-           1361
-          ],
-          [
-           "2_1",
-           73,
-           1362
-          ],
-          [
-           "2_1",
-           73,
-           1363
-          ],
-          [
-           "2_1",
-           73,
-           1364
-          ],
-          [
-           "2_1",
-           73,
-           1365
-          ],
-          [
-           "2_1",
-           74,
-           1366
-          ],
-          [
-           "2_1",
-           74,
-           1367
-          ],
-          [
-           "2_1",
-           74,
-           1368
-          ],
-          [
-           "2_1",
-           74,
-           1370
-          ],
-          [
-           "2_1",
-           75,
-           1371
-          ],
-          [
-           "2_1",
-           75,
-           1372
-          ],
-          [
-           "2_1",
-           75,
-           1373
-          ],
-          [
-           "2_1",
-           75,
-           1374
-          ],
-          [
-           "2_1",
-           75,
-           1375
-          ],
-          [
-           "2_1",
-           76,
-           1377
-          ],
-          [
-           "2_1",
-           76,
-           1378
-          ],
-          [
-           "2_1",
-           76,
-           1379
-          ],
-          [
-           "2_1",
-           76,
-           1380
-          ],
-          [
-           "2_1",
-           77,
-           1381
-          ],
-          [
-           "2_1",
-           77,
-           1382
-          ],
-          [
-           "2_1",
-           77,
-           1384
-          ],
-          [
-           "2_1",
-           78,
-           1386
-          ],
-          [
-           "2_1",
-           78,
-           1387
-          ],
-          [
-           "2_1",
-           78,
-           1389
-          ],
-          [
-           "2_1",
-           78,
-           1390
-          ],
-          [
-           "2_1",
-           79,
-           1391
-          ],
-          [
-           "2_1",
-           79,
-           1392
-          ],
-          [
-           "2_1",
-           79,
-           1394
-          ],
-          [
-           "2_1",
-           79,
-           1395
-          ],
-          [
-           "2_1",
-           80,
-           1396
-          ],
-          [
-           "2_1",
-           80,
-           1397
-          ],
-          [
-           "2_1",
-           80,
-           1400
-          ],
-          [
-           "2_1",
-           81,
-           1401
-          ],
-          [
-           "2_1",
-           81,
-           1402
-          ],
-          [
-           "2_1",
-           81,
-           1403
-          ],
-          [
-           "2_1",
-           81,
-           1404
-          ],
-          [
-           "2_1",
-           82,
-           1406
-          ],
-          [
-           "2_1",
-           82,
-           1408
-          ],
-          [
-           "2_1",
-           82,
-           1409
-          ],
-          [
-           "2_1",
-           83,
-           1411
-          ],
-          [
-           "2_1",
-           83,
-           1412
-          ],
-          [
-           "2_1",
-           83,
-           1413
-          ],
-          [
-           "2_1",
-           83,
-           1414
-          ],
-          [
-           "2_1",
-           83,
-           1415
-          ],
-          [
-           "2_1",
-           84,
-           1417
-          ],
-          [
-           "2_1",
-           84,
-           1418
-          ],
-          [
-           "2_1",
-           84,
-           1419
-          ],
-          [
-           "2_1",
-           84,
-           1420
-          ],
-          [
-           "2_1",
-           85,
-           1421
-          ],
-          [
-           "2_1",
-           85,
-           1423
-          ],
-          [
-           "2_1",
-           85,
-           1424
-          ],
-          [
-           "2_1",
-           85,
-           1425
-          ],
-          [
-           "2_1",
-           86,
-           1426
-          ],
-          [
-           "2_1",
-           86,
-           1427
-          ],
-          [
-           "2_1",
-           86,
-           1429
-          ],
-          [
-           "2_1",
-           86,
-           1430
-          ],
-          [
-           "2_1",
-           87,
-           1433
-          ],
-          [
-           "2_1",
-           87,
-           1434
-          ],
-          [
-           "2_1",
-           88,
-           1438
-          ],
-          [
-           "2_1",
-           88,
-           1439
-          ],
-          [
-           "2_1",
-           88,
-           1440
-          ],
-          [
-           "2_1",
-           89,
-           1441
-          ],
-          [
-           "2_1",
-           89,
-           1442
-          ],
-          [
-           "2_1",
-           89,
-           1443
-          ],
-          [
-           "2_1",
-           89,
-           1444
-          ],
-          [
-           "2_1",
-           89,
-           1445
-          ],
-          [
-           "2_1",
-           90,
-           1446
-          ],
-          [
-           "2_1",
-           90,
-           1447
-          ],
-          [
-           "2_1",
-           90,
-           1448
-          ],
-          [
-           "2_1",
-           90,
-           1449
-          ],
-          [
-           "2_1",
-           90,
-           1450
-          ],
-          [
-           "2_1",
-           91,
-           1452
-          ],
-          [
-           "2_1",
-           91,
-           1453
-          ],
-          [
-           "2_1",
-           91,
-           1454
-          ],
-          [
-           "2_1",
-           91,
-           1455
-          ],
-          [
-           "2_1",
-           92,
-           1456
-          ],
-          [
-           "2_1",
-           92,
-           1457
-          ],
-          [
-           "2_1",
-           92,
-           1459
-          ],
-          [
-           "2_1",
-           93,
-           1461
-          ],
-          [
-           "2_1",
-           93,
-           1462
-          ],
-          [
-           "2_1",
-           93,
-           1463
-          ],
-          [
-           "2_1",
-           93,
-           1464
-          ],
-          [
-           "2_1",
-           93,
-           1465
-          ],
-          [
-           "2_1",
-           94,
-           1466
-          ],
-          [
-           "2_1",
-           94,
-           1468
-          ],
-          [
-           "2_1",
-           94,
-           1469
-          ],
-          [
-           "2_1",
-           94,
-           1470
-          ],
-          [
-           "2_1",
-           95,
-           1471
-          ],
-          [
-           "2_1",
-           95,
-           1473
-          ],
-          [
-           "2_1",
-           95,
-           1474
-          ],
-          [
-           "2_1",
-           95,
-           1475
-          ],
-          [
-           "2_1",
-           96,
-           1476
-          ],
-          [
-           "2_1",
-           96,
-           1477
-          ],
-          [
-           "2_1",
-           96,
-           1478
-          ],
-          [
-           "2_1",
-           96,
-           1480
-          ],
-          [
-           "2_1",
-           97,
-           1481
-          ],
-          [
-           "2_1",
-           97,
-           1482
-          ],
-          [
-           "2_1",
-           97,
-           1483
-          ],
-          [
-           "2_1",
-           97,
-           1484
-          ],
-          [
-           "2_1",
-           97,
-           1485
-          ],
-          [
-           "2_1",
-           98,
-           1486
-          ],
-          [
-           "2_1",
-           98,
-           1488
-          ],
-          [
-           "2_1",
-           99,
-           1491
-          ],
-          [
-           "2_1",
-           99,
-           1492
-          ],
-          [
-           "2_1",
-           99,
-           1493
-          ],
-          [
-           "2_1",
-           99,
-           1494
-          ],
-          [
-           "2_1",
-           100,
-           1496
-          ],
-          [
-           "2_1",
-           100,
-           1497
-          ],
-          [
-           "2_1",
-           100,
-           1498
-          ],
-          [
-           "2_1",
-           100,
-           1499
-          ],
-          [
-           "2_1",
-           100,
-           1500
-          ]
-         ],
-         "hovertemplate": "<b>mR_2_1</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "mR_2_1",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x6",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y6"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "DACFAKkAuwDDAOkACgENAQ==",
-          "dtype": "i2"
-         },
-         "xaxis": "x6",
-         "y": {
-          "bdata": "PQrXo3A9DkBSuB6F61EOQHsUrkfheg5A7FG4HoXrC0CPwvUoXI8SQOxRuB6F6w1A7FG4HoXrEEApXI/C9SgRQA==",
-          "dtype": "f8"
-         },
-         "yaxis": "y6"
-        },
-        {
-         "customdata": [
-          [
-           "2_2",
-           1,
-           1502
-          ],
-          [
-           "2_2",
-           1,
-           1503
-          ],
-          [
-           "2_2",
-           1,
-           1504
-          ],
-          [
-           "2_2",
-           1,
-           1505
-          ],
-          [
-           "2_2",
-           2,
-           1506
-          ],
-          [
-           "2_2",
-           2,
-           1507
-          ],
-          [
-           "2_2",
-           2,
-           1509
-          ],
-          [
-           "2_2",
-           3,
-           1511
-          ],
-          [
-           "2_2",
-           3,
-           1514
-          ],
-          [
-           "2_2",
-           4,
-           1516
-          ],
-          [
-           "2_2",
-           4,
-           1517
-          ],
-          [
-           "2_2",
-           4,
-           1518
-          ],
-          [
-           "2_2",
-           4,
-           1519
-          ],
-          [
-           "2_2",
-           4,
-           1520
-          ],
-          [
-           "2_2",
-           5,
-           1521
-          ],
-          [
-           "2_2",
-           5,
-           1523
-          ],
-          [
-           "2_2",
-           5,
-           1524
-          ],
-          [
-           "2_2",
-           5,
-           1525
-          ],
-          [
-           "2_2",
-           6,
-           1527
-          ],
-          [
-           "2_2",
-           6,
-           1528
-          ],
-          [
-           "2_2",
-           6,
-           1530
-          ],
-          [
-           "2_2",
-           7,
-           1531
-          ],
-          [
-           "2_2",
-           7,
-           1532
-          ],
-          [
-           "2_2",
-           7,
-           1534
-          ],
-          [
-           "2_2",
-           8,
-           1536
-          ],
-          [
-           "2_2",
-           8,
-           1537
-          ],
-          [
-           "2_2",
-           8,
-           1538
-          ],
-          [
-           "2_2",
-           8,
-           1539
-          ],
-          [
-           "2_2",
-           9,
-           1541
-          ],
-          [
-           "2_2",
-           9,
-           1542
-          ],
-          [
-           "2_2",
-           9,
-           1543
-          ],
-          [
-           "2_2",
-           9,
-           1545
-          ],
-          [
-           "2_2",
-           10,
-           1546
-          ],
-          [
-           "2_2",
-           10,
-           1548
-          ],
-          [
-           "2_2",
-           11,
-           1551
-          ],
-          [
-           "2_2",
-           11,
-           1552
-          ],
-          [
-           "2_2",
-           11,
-           1553
-          ],
-          [
-           "2_2",
-           11,
-           1554
-          ],
-          [
-           "2_2",
-           11,
-           1555
-          ],
-          [
-           "2_2",
-           12,
-           1556
-          ],
-          [
-           "2_2",
-           12,
-           1557
-          ],
-          [
-           "2_2",
-           12,
-           1560
-          ],
-          [
-           "2_2",
-           13,
-           1561
-          ],
-          [
-           "2_2",
-           13,
-           1562
-          ],
-          [
-           "2_2",
-           13,
-           1563
-          ],
-          [
-           "2_2",
-           13,
-           1564
-          ],
-          [
-           "2_2",
-           13,
-           1565
-          ],
-          [
-           "2_2",
-           14,
-           1566
-          ],
-          [
-           "2_2",
-           14,
-           1567
-          ],
-          [
-           "2_2",
-           14,
-           1568
-          ],
-          [
-           "2_2",
-           14,
-           1569
-          ],
-          [
-           "2_2",
-           15,
-           1571
-          ],
-          [
-           "2_2",
-           15,
-           1572
-          ],
-          [
-           "2_2",
-           15,
-           1573
-          ],
-          [
-           "2_2",
-           15,
-           1574
-          ],
-          [
-           "2_2",
-           15,
-           1575
-          ],
-          [
-           "2_2",
-           16,
-           1576
-          ],
-          [
-           "2_2",
-           16,
-           1577
-          ],
-          [
-           "2_2",
-           17,
-           1581
-          ],
-          [
-           "2_2",
-           17,
-           1582
-          ],
-          [
-           "2_2",
-           17,
-           1583
-          ],
-          [
-           "2_2",
-           17,
-           1584
-          ],
-          [
-           "2_2",
-           18,
-           1587
-          ],
-          [
-           "2_2",
-           18,
-           1589
-          ],
-          [
-           "2_2",
-           18,
-           1590
-          ],
-          [
-           "2_2",
-           19,
-           1591
-          ],
-          [
-           "2_2",
-           19,
-           1592
-          ],
-          [
-           "2_2",
-           19,
-           1593
-          ],
-          [
-           "2_2",
-           19,
-           1595
-          ],
-          [
-           "2_2",
-           20,
-           1596
-          ],
-          [
-           "2_2",
-           20,
-           1597
-          ],
-          [
-           "2_2",
-           20,
-           1599
-          ],
-          [
-           "2_2",
-           20,
-           1600
-          ],
-          [
-           "2_2",
-           21,
-           1601
-          ],
-          [
-           "2_2",
-           21,
-           1602
-          ],
-          [
-           "2_2",
-           21,
-           1603
-          ],
-          [
-           "2_2",
-           21,
-           1604
-          ],
-          [
-           "2_2",
-           21,
-           1605
-          ],
-          [
-           "2_2",
-           22,
-           1607
-          ],
-          [
-           "2_2",
-           22,
-           1609
-          ],
-          [
-           "2_2",
-           22,
-           1610
-          ],
-          [
-           "2_2",
-           23,
-           1611
-          ],
-          [
-           "2_2",
-           23,
-           1612
-          ],
-          [
-           "2_2",
-           23,
-           1615
-          ],
-          [
-           "2_2",
-           24,
-           1620
-          ],
-          [
-           "2_2",
-           25,
-           1621
-          ],
-          [
-           "2_2",
-           25,
-           1622
-          ],
-          [
-           "2_2",
-           25,
-           1623
-          ],
-          [
-           "2_2",
-           25,
-           1624
-          ],
-          [
-           "2_2",
-           25,
-           1625
-          ],
-          [
-           "2_2",
-           26,
-           1626
-          ],
-          [
-           "2_2",
-           26,
-           1627
-          ],
-          [
-           "2_2",
-           26,
-           1628
-          ],
-          [
-           "2_2",
-           26,
-           1629
-          ],
-          [
-           "2_2",
-           27,
-           1631
-          ],
-          [
-           "2_2",
-           27,
-           1632
-          ],
-          [
-           "2_2",
-           27,
-           1634
-          ],
-          [
-           "2_2",
-           28,
-           1636
-          ],
-          [
-           "2_2",
-           28,
-           1637
-          ],
-          [
-           "2_2",
-           28,
-           1638
-          ],
-          [
-           "2_2",
-           28,
-           1639
-          ],
-          [
-           "2_2",
-           29,
-           1641
-          ],
-          [
-           "2_2",
-           29,
-           1642
-          ],
-          [
-           "2_2",
-           29,
-           1643
-          ],
-          [
-           "2_2",
-           29,
-           1644
-          ],
-          [
-           "2_2",
-           30,
-           1646
-          ],
-          [
-           "2_2",
-           30,
-           1647
-          ],
-          [
-           "2_2",
-           30,
-           1648
-          ],
-          [
-           "2_2",
-           30,
-           1649
-          ],
-          [
-           "2_2",
-           31,
-           1652
-          ],
-          [
-           "2_2",
-           31,
-           1654
-          ],
-          [
-           "2_2",
-           31,
-           1655
-          ],
-          [
-           "2_2",
-           32,
-           1656
-          ],
-          [
-           "2_2",
-           32,
-           1657
-          ],
-          [
-           "2_2",
-           32,
-           1658
-          ],
-          [
-           "2_2",
-           32,
-           1659
-          ],
-          [
-           "2_2",
-           32,
-           1660
-          ],
-          [
-           "2_2",
-           33,
-           1662
-          ],
-          [
-           "2_2",
-           33,
-           1663
-          ],
-          [
-           "2_2",
-           33,
-           1664
-          ],
-          [
-           "2_2",
-           33,
-           1665
-          ],
-          [
-           "2_2",
-           34,
-           1666
-          ],
-          [
-           "2_2",
-           34,
-           1668
-          ],
-          [
-           "2_2",
-           34,
-           1669
-          ],
-          [
-           "2_2",
-           34,
-           1670
-          ],
-          [
-           "2_2",
-           35,
-           1671
-          ],
-          [
-           "2_2",
-           35,
-           1672
-          ],
-          [
-           "2_2",
-           35,
-           1673
-          ],
-          [
-           "2_2",
-           35,
-           1675
-          ],
-          [
-           "2_2",
-           36,
-           1676
-          ],
-          [
-           "2_2",
-           36,
-           1677
-          ],
-          [
-           "2_2",
-           36,
-           1680
-          ],
-          [
-           "2_2",
-           37,
-           1681
-          ],
-          [
-           "2_2",
-           37,
-           1682
-          ],
-          [
-           "2_2",
-           37,
-           1683
-          ],
-          [
-           "2_2",
-           37,
-           1685
-          ],
-          [
-           "2_2",
-           38,
-           1686
-          ],
-          [
-           "2_2",
-           38,
-           1687
-          ],
-          [
-           "2_2",
-           38,
-           1688
-          ],
-          [
-           "2_2",
-           38,
-           1689
-          ],
-          [
-           "2_2",
-           38,
-           1690
-          ],
-          [
-           "2_2",
-           39,
-           1691
-          ],
-          [
-           "2_2",
-           39,
-           1692
-          ],
-          [
-           "2_2",
-           39,
-           1693
-          ],
-          [
-           "2_2",
-           39,
-           1694
-          ],
-          [
-           "2_2",
-           39,
-           1695
-          ],
-          [
-           "2_2",
-           40,
-           1696
-          ],
-          [
-           "2_2",
-           40,
-           1697
-          ],
-          [
-           "2_2",
-           40,
-           1698
-          ],
-          [
-           "2_2",
-           41,
-           1701
-          ],
-          [
-           "2_2",
-           41,
-           1703
-          ],
-          [
-           "2_2",
-           41,
-           1705
-          ],
-          [
-           "2_2",
-           42,
-           1706
-          ],
-          [
-           "2_2",
-           42,
-           1707
-          ],
-          [
-           "2_2",
-           42,
-           1708
-          ],
-          [
-           "2_2",
-           42,
-           1710
-          ],
-          [
-           "2_2",
-           43,
-           1713
-          ],
-          [
-           "2_2",
-           43,
-           1714
-          ],
-          [
-           "2_2",
-           43,
-           1715
-          ],
-          [
-           "2_2",
-           44,
-           1716
-          ],
-          [
-           "2_2",
-           44,
-           1717
-          ],
-          [
-           "2_2",
-           44,
-           1718
-          ],
-          [
-           "2_2",
-           44,
-           1719
-          ],
-          [
-           "2_2",
-           44,
-           1720
-          ],
-          [
-           "2_2",
-           45,
-           1721
-          ],
-          [
-           "2_2",
-           45,
-           1722
-          ],
-          [
-           "2_2",
-           45,
-           1723
-          ],
-          [
-           "2_2",
-           45,
-           1724
-          ],
-          [
-           "2_2",
-           45,
-           1725
-          ],
-          [
-           "2_2",
-           46,
-           1727
-          ],
-          [
-           "2_2",
-           46,
-           1728
-          ],
-          [
-           "2_2",
-           46,
-           1729
-          ],
-          [
-           "2_2",
-           46,
-           1730
-          ],
-          [
-           "2_2",
-           47,
-           1731
-          ],
-          [
-           "2_2",
-           47,
-           1732
-          ],
-          [
-           "2_2",
-           47,
-           1733
-          ],
-          [
-           "2_2",
-           47,
-           1734
-          ],
-          [
-           "2_2",
-           47,
-           1735
-          ],
-          [
-           "2_2",
-           48,
-           1736
-          ],
-          [
-           "2_2",
-           48,
-           1737
-          ],
-          [
-           "2_2",
-           48,
-           1738
-          ],
-          [
-           "2_2",
-           48,
-           1739
-          ],
-          [
-           "2_2",
-           48,
-           1740
-          ],
-          [
-           "2_2",
-           49,
-           1741
-          ],
-          [
-           "2_2",
-           49,
-           1743
-          ],
-          [
-           "2_2",
-           49,
-           1744
-          ],
-          [
-           "2_2",
-           50,
-           1746
-          ],
-          [
-           "2_2",
-           50,
-           1747
-          ],
-          [
-           "2_2",
-           50,
-           1748
-          ],
-          [
-           "2_2",
-           50,
-           1750
-          ],
-          [
-           "2_2",
-           51,
-           1751
-          ],
-          [
-           "2_2",
-           51,
-           1752
-          ],
-          [
-           "2_2",
-           52,
-           1756
-          ],
-          [
-           "2_2",
-           52,
-           1757
-          ],
-          [
-           "2_2",
-           52,
-           1758
-          ],
-          [
-           "2_2",
-           52,
-           1759
-          ],
-          [
-           "2_2",
-           53,
-           1761
-          ],
-          [
-           "2_2",
-           53,
-           1763
-          ],
-          [
-           "2_2",
-           53,
-           1764
-          ],
-          [
-           "2_2",
-           53,
-           1765
-          ],
-          [
-           "2_2",
-           54,
-           1766
-          ],
-          [
-           "2_2",
-           54,
-           1767
-          ],
-          [
-           "2_2",
-           54,
-           1768
-          ],
-          [
-           "2_2",
-           54,
-           1770
-          ],
-          [
-           "2_2",
-           55,
-           1772
-          ],
-          [
-           "2_2",
-           55,
-           1774
-          ],
-          [
-           "2_2",
-           55,
-           1775
-          ],
-          [
-           "2_2",
-           56,
-           1776
-          ],
-          [
-           "2_2",
-           56,
-           1777
-          ],
-          [
-           "2_2",
-           56,
-           1778
-          ],
-          [
-           "2_2",
-           56,
-           1780
-          ],
-          [
-           "2_2",
-           57,
-           1781
-          ],
-          [
-           "2_2",
-           57,
-           1783
-          ],
-          [
-           "2_2",
-           57,
-           1784
-          ],
-          [
-           "2_2",
-           57,
-           1785
-          ],
-          [
-           "2_2",
-           58,
-           1787
-          ],
-          [
-           "2_2",
-           58,
-           1788
-          ],
-          [
-           "2_2",
-           58,
-           1789
-          ],
-          [
-           "2_2",
-           58,
-           1790
-          ],
-          [
-           "2_2",
-           59,
-           1791
-          ],
-          [
-           "2_2",
-           59,
-           1792
-          ],
-          [
-           "2_2",
-           59,
-           1793
-          ],
-          [
-           "2_2",
-           59,
-           1794
-          ],
-          [
-           "2_2",
-           59,
-           1795
-          ],
-          [
-           "2_2",
-           60,
-           1796
-          ],
-          [
-           "2_2",
-           60,
-           1797
-          ],
-          [
-           "2_2",
-           60,
-           1798
-          ],
-          [
-           "2_2",
-           60,
-           1799
-          ],
-          [
-           "2_2",
-           60,
-           1800
-          ],
-          [
-           "2_2",
-           61,
-           1802
-          ],
-          [
-           "2_2",
-           61,
-           1803
-          ],
-          [
-           "2_2",
-           61,
-           1804
-          ],
-          [
-           "2_2",
-           61,
-           1805
-          ],
-          [
-           "2_2",
-           62,
-           1807
-          ],
-          [
-           "2_2",
-           62,
-           1808
-          ],
-          [
-           "2_2",
-           62,
-           1809
-          ],
-          [
-           "2_2",
-           62,
-           1810
-          ],
-          [
-           "2_2",
-           63,
-           1811
-          ],
-          [
-           "2_2",
-           63,
-           1812
-          ],
-          [
-           "2_2",
-           63,
-           1814
-          ],
-          [
-           "2_2",
-           63,
-           1815
-          ],
-          [
-           "2_2",
-           64,
-           1816
-          ],
-          [
-           "2_2",
-           64,
-           1818
-          ],
-          [
-           "2_2",
-           64,
-           1819
-          ],
-          [
-           "2_2",
-           65,
-           1821
-          ],
-          [
-           "2_2",
-           65,
-           1822
-          ],
-          [
-           "2_2",
-           65,
-           1823
-          ],
-          [
-           "2_2",
-           65,
-           1825
-          ],
-          [
-           "2_2",
-           66,
-           1826
-          ],
-          [
-           "2_2",
-           66,
-           1827
-          ],
-          [
-           "2_2",
-           66,
-           1828
-          ],
-          [
-           "2_2",
-           66,
-           1829
-          ],
-          [
-           "2_2",
-           66,
-           1830
-          ],
-          [
-           "2_2",
-           67,
-           1831
-          ],
-          [
-           "2_2",
-           67,
-           1832
-          ],
-          [
-           "2_2",
-           67,
-           1833
-          ],
-          [
-           "2_2",
-           67,
-           1835
-          ],
-          [
-           "2_2",
-           68,
-           1837
-          ],
-          [
-           "2_2",
-           68,
-           1838
-          ],
-          [
-           "2_2",
-           68,
-           1839
-          ],
-          [
-           "2_2",
-           69,
-           1842
-          ],
-          [
-           "2_2",
-           69,
-           1843
-          ],
-          [
-           "2_2",
-           69,
-           1844
-          ],
-          [
-           "2_2",
-           70,
-           1846
-          ],
-          [
-           "2_2",
-           70,
-           1847
-          ],
-          [
-           "2_2",
-           70,
-           1848
-          ],
-          [
-           "2_2",
-           70,
-           1850
-          ],
-          [
-           "2_2",
-           71,
-           1851
-          ],
-          [
-           "2_2",
-           71,
-           1854
-          ],
-          [
-           "2_2",
-           71,
-           1855
-          ],
-          [
-           "2_2",
-           72,
-           1856
-          ],
-          [
-           "2_2",
-           72,
-           1859
-          ],
-          [
-           "2_2",
-           73,
-           1864
-          ],
-          [
-           "2_2",
-           73,
-           1865
-          ],
-          [
-           "2_2",
-           74,
-           1867
-          ],
-          [
-           "2_2",
-           75,
-           1871
-          ],
-          [
-           "2_2",
-           75,
-           1872
-          ],
-          [
-           "2_2",
-           75,
-           1873
-          ],
-          [
-           "2_2",
-           75,
-           1874
-          ],
-          [
-           "2_2",
-           75,
-           1875
-          ],
-          [
-           "2_2",
-           76,
-           1876
-          ],
-          [
-           "2_2",
-           76,
-           1877
-          ],
-          [
-           "2_2",
-           76,
-           1878
-          ],
-          [
-           "2_2",
-           76,
-           1879
-          ],
-          [
-           "2_2",
-           76,
-           1880
-          ],
-          [
-           "2_2",
-           77,
-           1881
-          ],
-          [
-           "2_2",
-           77,
-           1884
-          ],
-          [
-           "2_2",
-           77,
-           1885
-          ],
-          [
-           "2_2",
-           78,
-           1889
-          ],
-          [
-           "2_2",
-           79,
-           1891
-          ],
-          [
-           "2_2",
-           79,
-           1892
-          ],
-          [
-           "2_2",
-           79,
-           1893
-          ],
-          [
-           "2_2",
-           79,
-           1894
-          ],
-          [
-           "2_2",
-           79,
-           1895
-          ],
-          [
-           "2_2",
-           80,
-           1896
-          ],
-          [
-           "2_2",
-           80,
-           1897
-          ],
-          [
-           "2_2",
-           80,
-           1898
-          ],
-          [
-           "2_2",
-           80,
-           1899
-          ],
-          [
-           "2_2",
-           80,
-           1900
-          ],
-          [
-           "2_2",
-           81,
-           1902
-          ],
-          [
-           "2_2",
-           81,
-           1903
-          ],
-          [
-           "2_2",
-           81,
-           1904
-          ],
-          [
-           "2_2",
-           81,
-           1905
-          ],
-          [
-           "2_2",
-           82,
-           1907
-          ],
-          [
-           "2_2",
-           82,
-           1909
-          ],
-          [
-           "2_2",
-           82,
-           1910
-          ],
-          [
-           "2_2",
-           83,
-           1911
-          ],
-          [
-           "2_2",
-           83,
-           1912
-          ],
-          [
-           "2_2",
-           83,
-           1913
-          ],
-          [
-           "2_2",
-           83,
-           1914
-          ],
-          [
-           "2_2",
-           84,
-           1916
-          ],
-          [
-           "2_2",
-           84,
-           1918
-          ],
-          [
-           "2_2",
-           84,
-           1919
-          ],
-          [
-           "2_2",
-           84,
-           1920
-          ],
-          [
-           "2_2",
-           85,
-           1921
-          ],
-          [
-           "2_2",
-           85,
-           1922
-          ],
-          [
-           "2_2",
-           85,
-           1923
-          ],
-          [
-           "2_2",
-           85,
-           1924
-          ],
-          [
-           "2_2",
-           85,
-           1925
-          ],
-          [
-           "2_2",
-           86,
-           1926
-          ],
-          [
-           "2_2",
-           86,
-           1928
-          ],
-          [
-           "2_2",
-           86,
-           1929
-          ],
-          [
-           "2_2",
-           86,
-           1930
-          ],
-          [
-           "2_2",
-           87,
-           1931
-          ],
-          [
-           "2_2",
-           87,
-           1932
-          ],
-          [
-           "2_2",
-           87,
-           1933
-          ],
-          [
-           "2_2",
-           87,
-           1935
-          ],
-          [
-           "2_2",
-           88,
-           1936
-          ],
-          [
-           "2_2",
-           88,
-           1937
-          ],
-          [
-           "2_2",
-           88,
-           1938
-          ],
-          [
-           "2_2",
-           88,
-           1939
-          ],
-          [
-           "2_2",
-           88,
-           1940
-          ],
-          [
-           "2_2",
-           89,
-           1942
-          ],
-          [
-           "2_2",
-           89,
-           1943
-          ],
-          [
-           "2_2",
-           89,
-           1944
-          ],
-          [
-           "2_2",
-           90,
-           1946
-          ],
-          [
-           "2_2",
-           90,
-           1947
-          ],
-          [
-           "2_2",
-           90,
-           1948
-          ],
-          [
-           "2_2",
-           90,
-           1949
-          ],
-          [
-           "2_2",
-           90,
-           1950
-          ],
-          [
-           "2_2",
-           91,
-           1951
-          ],
-          [
-           "2_2",
-           91,
-           1952
-          ],
-          [
-           "2_2",
-           91,
-           1954
-          ],
-          [
-           "2_2",
-           91,
-           1955
-          ],
-          [
-           "2_2",
-           92,
-           1956
-          ],
-          [
-           "2_2",
-           92,
-           1957
-          ],
-          [
-           "2_2",
-           92,
-           1959
-          ],
-          [
-           "2_2",
-           93,
-           1961
-          ],
-          [
-           "2_2",
-           93,
-           1962
-          ],
-          [
-           "2_2",
-           93,
-           1963
-          ],
-          [
-           "2_2",
-           93,
-           1964
-          ],
-          [
-           "2_2",
-           93,
-           1965
-          ],
-          [
-           "2_2",
-           94,
-           1966
-          ],
-          [
-           "2_2",
-           94,
-           1967
-          ],
-          [
-           "2_2",
-           94,
-           1968
-          ],
-          [
-           "2_2",
-           94,
-           1970
-          ],
-          [
-           "2_2",
-           95,
-           1971
-          ],
-          [
-           "2_2",
-           95,
-           1972
-          ],
-          [
-           "2_2",
-           95,
-           1975
-          ],
-          [
-           "2_2",
-           96,
-           1976
-          ],
-          [
-           "2_2",
-           96,
-           1977
-          ],
-          [
-           "2_2",
-           96,
-           1978
-          ],
-          [
-           "2_2",
-           96,
-           1979
-          ],
-          [
-           "2_2",
-           96,
-           1980
-          ],
-          [
-           "2_2",
-           97,
-           1981
-          ],
-          [
-           "2_2",
-           97,
-           1982
-          ],
-          [
-           "2_2",
-           97,
-           1984
-          ],
-          [
-           "2_2",
-           97,
-           1985
-          ],
-          [
-           "2_2",
-           98,
-           1986
-          ],
-          [
-           "2_2",
-           98,
-           1987
-          ],
-          [
-           "2_2",
-           98,
-           1988
-          ],
-          [
-           "2_2",
-           98,
-           1989
-          ],
-          [
-           "2_2",
-           99,
-           1991
-          ],
-          [
-           "2_2",
-           99,
-           1992
-          ],
-          [
-           "2_2",
-           99,
-           1993
-          ],
-          [
-           "2_2",
-           99,
-           1994
-          ],
-          [
-           "2_2",
-           99,
-           1995
-          ],
-          [
-           "2_2",
-           100,
-           1996
-          ],
-          [
-           "2_2",
-           100,
-           1998
-          ],
-          [
-           "2_2",
-           100,
-           1999
-          ]
-         ],
-         "hovertemplate": "<b>X_2_2</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "X_2_2",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x7",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y7"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "AgAxAJ4AwQDYAOcA+QD+ABQBIgEpAS0BNQFcAW8B",
-          "dtype": "i2"
-         },
-         "xaxis": "x7",
-         "y": {
-          "bdata": "16NwPQpHbkB7FK5H4UpuQOxRuB6FQ25Aw/UoXI9CbkCkcD0K13ttQArXo3A9Sm5A7FG4HoWDbUDD9Shcj1ptQLgehetRYG1ACtejcD1CbUAzMzMzM2ttQJqZmZmZcW1ASOF6FK5/bUD2KFyPwn1tQMP1KFyPam1A",
-          "dtype": "f8"
-         },
-         "yaxis": "y7"
-        },
-        {
-         "customdata": [
-          [
-           "2_2",
-           1,
-           1503
-          ],
-          [
-           "2_2",
-           1,
-           1504
-          ],
-          [
-           "2_2",
-           1,
-           1505
-          ],
-          [
-           "2_2",
-           2,
-           1506
-          ],
-          [
-           "2_2",
-           2,
-           1507
-          ],
-          [
-           "2_2",
-           2,
-           1509
-          ],
-          [
-           "2_2",
-           3,
-           1511
-          ],
-          [
-           "2_2",
-           3,
-           1514
-          ],
-          [
-           "2_2",
-           4,
-           1516
-          ],
-          [
-           "2_2",
-           4,
-           1517
-          ],
-          [
-           "2_2",
-           4,
-           1518
-          ],
-          [
-           "2_2",
-           4,
-           1519
-          ],
-          [
-           "2_2",
-           4,
-           1520
-          ],
-          [
-           "2_2",
-           5,
-           1521
-          ],
-          [
-           "2_2",
-           5,
-           1523
-          ],
-          [
-           "2_2",
-           5,
-           1524
-          ],
-          [
-           "2_2",
-           5,
-           1525
-          ],
-          [
-           "2_2",
-           6,
-           1527
-          ],
-          [
-           "2_2",
-           6,
-           1528
-          ],
-          [
-           "2_2",
-           6,
-           1530
-          ],
-          [
-           "2_2",
-           7,
-           1531
-          ],
-          [
-           "2_2",
-           7,
-           1532
-          ],
-          [
-           "2_2",
-           7,
-           1534
-          ],
-          [
-           "2_2",
-           8,
-           1536
-          ],
-          [
-           "2_2",
-           8,
-           1537
-          ],
-          [
-           "2_2",
-           8,
-           1538
-          ],
-          [
-           "2_2",
-           8,
-           1539
-          ],
-          [
-           "2_2",
-           9,
-           1541
-          ],
-          [
-           "2_2",
-           9,
-           1542
-          ],
-          [
-           "2_2",
-           9,
-           1543
-          ],
-          [
-           "2_2",
-           9,
-           1545
-          ],
-          [
-           "2_2",
-           10,
-           1546
-          ],
-          [
-           "2_2",
-           10,
-           1548
-          ],
-          [
-           "2_2",
-           11,
-           1551
-          ],
-          [
-           "2_2",
-           11,
-           1552
-          ],
-          [
-           "2_2",
-           11,
-           1553
-          ],
-          [
-           "2_2",
-           11,
-           1554
-          ],
-          [
-           "2_2",
-           11,
-           1555
-          ],
-          [
-           "2_2",
-           12,
-           1556
-          ],
-          [
-           "2_2",
-           12,
-           1557
-          ],
-          [
-           "2_2",
-           12,
-           1560
-          ],
-          [
-           "2_2",
-           13,
-           1561
-          ],
-          [
-           "2_2",
-           13,
-           1562
-          ],
-          [
-           "2_2",
-           13,
-           1563
-          ],
-          [
-           "2_2",
-           13,
-           1564
-          ],
-          [
-           "2_2",
-           13,
-           1565
-          ],
-          [
-           "2_2",
-           14,
-           1566
-          ],
-          [
-           "2_2",
-           14,
-           1567
-          ],
-          [
-           "2_2",
-           14,
-           1568
-          ],
-          [
-           "2_2",
-           14,
-           1569
-          ],
-          [
-           "2_2",
-           15,
-           1571
-          ],
-          [
-           "2_2",
-           15,
-           1572
-          ],
-          [
-           "2_2",
-           15,
-           1573
-          ],
-          [
-           "2_2",
-           15,
-           1574
-          ],
-          [
-           "2_2",
-           15,
-           1575
-          ],
-          [
-           "2_2",
-           16,
-           1576
-          ],
-          [
-           "2_2",
-           16,
-           1577
-          ],
-          [
-           "2_2",
-           17,
-           1581
-          ],
-          [
-           "2_2",
-           17,
-           1582
-          ],
-          [
-           "2_2",
-           17,
-           1583
-          ],
-          [
-           "2_2",
-           17,
-           1584
-          ],
-          [
-           "2_2",
-           18,
-           1587
-          ],
-          [
-           "2_2",
-           18,
-           1589
-          ],
-          [
-           "2_2",
-           18,
-           1590
-          ],
-          [
-           "2_2",
-           19,
-           1591
-          ],
-          [
-           "2_2",
-           19,
-           1592
-          ],
-          [
-           "2_2",
-           19,
-           1593
-          ],
-          [
-           "2_2",
-           19,
-           1595
-          ],
-          [
-           "2_2",
-           20,
-           1596
-          ],
-          [
-           "2_2",
-           20,
-           1597
-          ],
-          [
-           "2_2",
-           20,
-           1599
-          ],
-          [
-           "2_2",
-           20,
-           1600
-          ],
-          [
-           "2_2",
-           21,
-           1601
-          ],
-          [
-           "2_2",
-           21,
-           1602
-          ],
-          [
-           "2_2",
-           21,
-           1603
-          ],
-          [
-           "2_2",
-           21,
-           1604
-          ],
-          [
-           "2_2",
-           21,
-           1605
-          ],
-          [
-           "2_2",
-           22,
-           1607
-          ],
-          [
-           "2_2",
-           22,
-           1609
-          ],
-          [
-           "2_2",
-           22,
-           1610
-          ],
-          [
-           "2_2",
-           23,
-           1611
-          ],
-          [
-           "2_2",
-           23,
-           1612
-          ],
-          [
-           "2_2",
-           23,
-           1615
-          ],
-          [
-           "2_2",
-           24,
-           1620
-          ],
-          [
-           "2_2",
-           25,
-           1621
-          ],
-          [
-           "2_2",
-           25,
-           1622
-          ],
-          [
-           "2_2",
-           25,
-           1623
-          ],
-          [
-           "2_2",
-           25,
-           1624
-          ],
-          [
-           "2_2",
-           25,
-           1625
-          ],
-          [
-           "2_2",
-           26,
-           1626
-          ],
-          [
-           "2_2",
-           26,
-           1627
-          ],
-          [
-           "2_2",
-           26,
-           1628
-          ],
-          [
-           "2_2",
-           26,
-           1629
-          ],
-          [
-           "2_2",
-           27,
-           1631
-          ],
-          [
-           "2_2",
-           27,
-           1632
-          ],
-          [
-           "2_2",
-           27,
-           1634
-          ],
-          [
-           "2_2",
-           28,
-           1636
-          ],
-          [
-           "2_2",
-           28,
-           1637
-          ],
-          [
-           "2_2",
-           28,
-           1638
-          ],
-          [
-           "2_2",
-           28,
-           1639
-          ],
-          [
-           "2_2",
-           29,
-           1641
-          ],
-          [
-           "2_2",
-           29,
-           1642
-          ],
-          [
-           "2_2",
-           29,
-           1643
-          ],
-          [
-           "2_2",
-           29,
-           1644
-          ],
-          [
-           "2_2",
-           30,
-           1646
-          ],
-          [
-           "2_2",
-           30,
-           1647
-          ],
-          [
-           "2_2",
-           30,
-           1648
-          ],
-          [
-           "2_2",
-           30,
-           1649
-          ],
-          [
-           "2_2",
-           31,
-           1652
-          ],
-          [
-           "2_2",
-           31,
-           1654
-          ],
-          [
-           "2_2",
-           31,
-           1655
-          ],
-          [
-           "2_2",
-           32,
-           1656
-          ],
-          [
-           "2_2",
-           32,
-           1657
-          ],
-          [
-           "2_2",
-           32,
-           1658
-          ],
-          [
-           "2_2",
-           32,
-           1659
-          ],
-          [
-           "2_2",
-           32,
-           1660
-          ],
-          [
-           "2_2",
-           33,
-           1662
-          ],
-          [
-           "2_2",
-           33,
-           1663
-          ],
-          [
-           "2_2",
-           33,
-           1664
-          ],
-          [
-           "2_2",
-           33,
-           1665
-          ],
-          [
-           "2_2",
-           34,
-           1666
-          ],
-          [
-           "2_2",
-           34,
-           1668
-          ],
-          [
-           "2_2",
-           34,
-           1669
-          ],
-          [
-           "2_2",
-           34,
-           1670
-          ],
-          [
-           "2_2",
-           35,
-           1671
-          ],
-          [
-           "2_2",
-           35,
-           1672
-          ],
-          [
-           "2_2",
-           35,
-           1673
-          ],
-          [
-           "2_2",
-           35,
-           1675
-          ],
-          [
-           "2_2",
-           36,
-           1676
-          ],
-          [
-           "2_2",
-           36,
-           1677
-          ],
-          [
-           "2_2",
-           36,
-           1680
-          ],
-          [
-           "2_2",
-           37,
-           1681
-          ],
-          [
-           "2_2",
-           37,
-           1682
-          ],
-          [
-           "2_2",
-           37,
-           1683
-          ],
-          [
-           "2_2",
-           37,
-           1685
-          ],
-          [
-           "2_2",
-           38,
-           1686
-          ],
-          [
-           "2_2",
-           38,
-           1687
-          ],
-          [
-           "2_2",
-           38,
-           1688
-          ],
-          [
-           "2_2",
-           38,
-           1689
-          ],
-          [
-           "2_2",
-           38,
-           1690
-          ],
-          [
-           "2_2",
-           39,
-           1691
-          ],
-          [
-           "2_2",
-           39,
-           1692
-          ],
-          [
-           "2_2",
-           39,
-           1693
-          ],
-          [
-           "2_2",
-           39,
-           1694
-          ],
-          [
-           "2_2",
-           39,
-           1695
-          ],
-          [
-           "2_2",
-           40,
-           1696
-          ],
-          [
-           "2_2",
-           40,
-           1697
-          ],
-          [
-           "2_2",
-           40,
-           1698
-          ],
-          [
-           "2_2",
-           41,
-           1701
-          ],
-          [
-           "2_2",
-           41,
-           1703
-          ],
-          [
-           "2_2",
-           41,
-           1705
-          ],
-          [
-           "2_2",
-           42,
-           1706
-          ],
-          [
-           "2_2",
-           42,
-           1707
-          ],
-          [
-           "2_2",
-           42,
-           1708
-          ],
-          [
-           "2_2",
-           42,
-           1710
-          ],
-          [
-           "2_2",
-           43,
-           1713
-          ],
-          [
-           "2_2",
-           43,
-           1714
-          ],
-          [
-           "2_2",
-           43,
-           1715
-          ],
-          [
-           "2_2",
-           44,
-           1716
-          ],
-          [
-           "2_2",
-           44,
-           1717
-          ],
-          [
-           "2_2",
-           44,
-           1718
-          ],
-          [
-           "2_2",
-           44,
-           1719
-          ],
-          [
-           "2_2",
-           44,
-           1720
-          ],
-          [
-           "2_2",
-           45,
-           1721
-          ],
-          [
-           "2_2",
-           45,
-           1722
-          ],
-          [
-           "2_2",
-           45,
-           1723
-          ],
-          [
-           "2_2",
-           45,
-           1724
-          ],
-          [
-           "2_2",
-           45,
-           1725
-          ],
-          [
-           "2_2",
-           46,
-           1727
-          ],
-          [
-           "2_2",
-           46,
-           1728
-          ],
-          [
-           "2_2",
-           46,
-           1729
-          ],
-          [
-           "2_2",
-           46,
-           1730
-          ],
-          [
-           "2_2",
-           47,
-           1731
-          ],
-          [
-           "2_2",
-           47,
-           1732
-          ],
-          [
-           "2_2",
-           47,
-           1733
-          ],
-          [
-           "2_2",
-           47,
-           1734
-          ],
-          [
-           "2_2",
-           47,
-           1735
-          ],
-          [
-           "2_2",
-           48,
-           1736
-          ],
-          [
-           "2_2",
-           48,
-           1737
-          ],
-          [
-           "2_2",
-           48,
-           1738
-          ],
-          [
-           "2_2",
-           48,
-           1739
-          ],
-          [
-           "2_2",
-           48,
-           1740
-          ],
-          [
-           "2_2",
-           49,
-           1741
-          ],
-          [
-           "2_2",
-           49,
-           1743
-          ],
-          [
-           "2_2",
-           49,
-           1744
-          ],
-          [
-           "2_2",
-           50,
-           1746
-          ],
-          [
-           "2_2",
-           50,
-           1747
-          ],
-          [
-           "2_2",
-           50,
-           1748
-          ],
-          [
-           "2_2",
-           50,
-           1750
-          ],
-          [
-           "2_2",
-           51,
-           1751
-          ],
-          [
-           "2_2",
-           51,
-           1752
-          ],
-          [
-           "2_2",
-           52,
-           1756
-          ],
-          [
-           "2_2",
-           52,
-           1757
-          ],
-          [
-           "2_2",
-           52,
-           1758
-          ],
-          [
-           "2_2",
-           52,
-           1759
-          ],
-          [
-           "2_2",
-           53,
-           1761
-          ],
-          [
-           "2_2",
-           53,
-           1763
-          ],
-          [
-           "2_2",
-           53,
-           1764
-          ],
-          [
-           "2_2",
-           53,
-           1765
-          ],
-          [
-           "2_2",
-           54,
-           1766
-          ],
-          [
-           "2_2",
-           54,
-           1767
-          ],
-          [
-           "2_2",
-           54,
-           1768
-          ],
-          [
-           "2_2",
-           54,
-           1770
-          ],
-          [
-           "2_2",
-           55,
-           1772
-          ],
-          [
-           "2_2",
-           55,
-           1774
-          ],
-          [
-           "2_2",
-           55,
-           1775
-          ],
-          [
-           "2_2",
-           56,
-           1776
-          ],
-          [
-           "2_2",
-           56,
-           1777
-          ],
-          [
-           "2_2",
-           56,
-           1778
-          ],
-          [
-           "2_2",
-           56,
-           1780
-          ],
-          [
-           "2_2",
-           57,
-           1781
-          ],
-          [
-           "2_2",
-           57,
-           1783
-          ],
-          [
-           "2_2",
-           57,
-           1784
-          ],
-          [
-           "2_2",
-           57,
-           1785
-          ],
-          [
-           "2_2",
-           58,
-           1787
-          ],
-          [
-           "2_2",
-           58,
-           1788
-          ],
-          [
-           "2_2",
-           58,
-           1789
-          ],
-          [
-           "2_2",
-           58,
-           1790
-          ],
-          [
-           "2_2",
-           59,
-           1791
-          ],
-          [
-           "2_2",
-           59,
-           1792
-          ],
-          [
-           "2_2",
-           59,
-           1793
-          ],
-          [
-           "2_2",
-           59,
-           1794
-          ],
-          [
-           "2_2",
-           59,
-           1795
-          ],
-          [
-           "2_2",
-           60,
-           1796
-          ],
-          [
-           "2_2",
-           60,
-           1797
-          ],
-          [
-           "2_2",
-           60,
-           1798
-          ],
-          [
-           "2_2",
-           60,
-           1799
-          ],
-          [
-           "2_2",
-           60,
-           1800
-          ],
-          [
-           "2_2",
-           61,
-           1802
-          ],
-          [
-           "2_2",
-           61,
-           1803
-          ],
-          [
-           "2_2",
-           61,
-           1804
-          ],
-          [
-           "2_2",
-           61,
-           1805
-          ],
-          [
-           "2_2",
-           62,
-           1807
-          ],
-          [
-           "2_2",
-           62,
-           1808
-          ],
-          [
-           "2_2",
-           62,
-           1809
-          ],
-          [
-           "2_2",
-           62,
-           1810
-          ],
-          [
-           "2_2",
-           63,
-           1811
-          ],
-          [
-           "2_2",
-           63,
-           1812
-          ],
-          [
-           "2_2",
-           63,
-           1814
-          ],
-          [
-           "2_2",
-           63,
-           1815
-          ],
-          [
-           "2_2",
-           64,
-           1816
-          ],
-          [
-           "2_2",
-           64,
-           1818
-          ],
-          [
-           "2_2",
-           64,
-           1819
-          ],
-          [
-           "2_2",
-           65,
-           1821
-          ],
-          [
-           "2_2",
-           65,
-           1822
-          ],
-          [
-           "2_2",
-           65,
-           1823
-          ],
-          [
-           "2_2",
-           65,
-           1825
-          ],
-          [
-           "2_2",
-           66,
-           1826
-          ],
-          [
-           "2_2",
-           66,
-           1827
-          ],
-          [
-           "2_2",
-           66,
-           1828
-          ],
-          [
-           "2_2",
-           66,
-           1829
-          ],
-          [
-           "2_2",
-           66,
-           1830
-          ],
-          [
-           "2_2",
-           67,
-           1831
-          ],
-          [
-           "2_2",
-           67,
-           1832
-          ],
-          [
-           "2_2",
-           67,
-           1833
-          ],
-          [
-           "2_2",
-           67,
-           1835
-          ],
-          [
-           "2_2",
-           68,
-           1837
-          ],
-          [
-           "2_2",
-           68,
-           1838
-          ],
-          [
-           "2_2",
-           68,
-           1839
-          ],
-          [
-           "2_2",
-           69,
-           1842
-          ],
-          [
-           "2_2",
-           69,
-           1843
-          ],
-          [
-           "2_2",
-           69,
-           1844
-          ],
-          [
-           "2_2",
-           70,
-           1846
-          ],
-          [
-           "2_2",
-           70,
-           1847
-          ],
-          [
-           "2_2",
-           70,
-           1848
-          ],
-          [
-           "2_2",
-           70,
-           1850
-          ],
-          [
-           "2_2",
-           71,
-           1851
-          ],
-          [
-           "2_2",
-           71,
-           1854
-          ],
-          [
-           "2_2",
-           71,
-           1855
-          ],
-          [
-           "2_2",
-           72,
-           1856
-          ],
-          [
-           "2_2",
-           72,
-           1859
-          ],
-          [
-           "2_2",
-           73,
-           1864
-          ],
-          [
-           "2_2",
-           73,
-           1865
-          ],
-          [
-           "2_2",
-           74,
-           1867
-          ],
-          [
-           "2_2",
-           75,
-           1871
-          ],
-          [
-           "2_2",
-           75,
-           1872
-          ],
-          [
-           "2_2",
-           75,
-           1873
-          ],
-          [
-           "2_2",
-           75,
-           1874
-          ],
-          [
-           "2_2",
-           75,
-           1875
-          ],
-          [
-           "2_2",
-           76,
-           1876
-          ],
-          [
-           "2_2",
-           76,
-           1877
-          ],
-          [
-           "2_2",
-           76,
-           1878
-          ],
-          [
-           "2_2",
-           76,
-           1879
-          ],
-          [
-           "2_2",
-           76,
-           1880
-          ],
-          [
-           "2_2",
-           77,
-           1881
-          ],
-          [
-           "2_2",
-           77,
-           1884
-          ],
-          [
-           "2_2",
-           77,
-           1885
-          ],
-          [
-           "2_2",
-           78,
-           1889
-          ],
-          [
-           "2_2",
-           79,
-           1891
-          ],
-          [
-           "2_2",
-           79,
-           1892
-          ],
-          [
-           "2_2",
-           79,
-           1893
-          ],
-          [
-           "2_2",
-           79,
-           1894
-          ],
-          [
-           "2_2",
-           79,
-           1895
-          ],
-          [
-           "2_2",
-           80,
-           1896
-          ],
-          [
-           "2_2",
-           80,
-           1897
-          ],
-          [
-           "2_2",
-           80,
-           1898
-          ],
-          [
-           "2_2",
-           80,
-           1899
-          ],
-          [
-           "2_2",
-           80,
-           1900
-          ],
-          [
-           "2_2",
-           81,
-           1902
-          ],
-          [
-           "2_2",
-           81,
-           1903
-          ],
-          [
-           "2_2",
-           81,
-           1904
-          ],
-          [
-           "2_2",
-           81,
-           1905
-          ],
-          [
-           "2_2",
-           82,
-           1907
-          ],
-          [
-           "2_2",
-           82,
-           1909
-          ],
-          [
-           "2_2",
-           82,
-           1910
-          ],
-          [
-           "2_2",
-           83,
-           1911
-          ],
-          [
-           "2_2",
-           83,
-           1912
-          ],
-          [
-           "2_2",
-           83,
-           1913
-          ],
-          [
-           "2_2",
-           83,
-           1914
-          ],
-          [
-           "2_2",
-           84,
-           1916
-          ],
-          [
-           "2_2",
-           84,
-           1918
-          ],
-          [
-           "2_2",
-           84,
-           1919
-          ],
-          [
-           "2_2",
-           84,
-           1920
-          ],
-          [
-           "2_2",
-           85,
-           1921
-          ],
-          [
-           "2_2",
-           85,
-           1922
-          ],
-          [
-           "2_2",
-           85,
-           1923
-          ],
-          [
-           "2_2",
-           85,
-           1924
-          ],
-          [
-           "2_2",
-           85,
-           1925
-          ],
-          [
-           "2_2",
-           86,
-           1926
-          ],
-          [
-           "2_2",
-           86,
-           1928
-          ],
-          [
-           "2_2",
-           86,
-           1929
-          ],
-          [
-           "2_2",
-           86,
-           1930
-          ],
-          [
-           "2_2",
-           87,
-           1931
-          ],
-          [
-           "2_2",
-           87,
-           1932
-          ],
-          [
-           "2_2",
-           87,
-           1933
-          ],
-          [
-           "2_2",
-           87,
-           1935
-          ],
-          [
-           "2_2",
-           88,
-           1936
-          ],
-          [
-           "2_2",
-           88,
-           1937
-          ],
-          [
-           "2_2",
-           88,
-           1938
-          ],
-          [
-           "2_2",
-           88,
-           1939
-          ],
-          [
-           "2_2",
-           88,
-           1940
-          ],
-          [
-           "2_2",
-           89,
-           1942
-          ],
-          [
-           "2_2",
-           89,
-           1943
-          ],
-          [
-           "2_2",
-           89,
-           1944
-          ],
-          [
-           "2_2",
-           90,
-           1946
-          ],
-          [
-           "2_2",
-           90,
-           1947
-          ],
-          [
-           "2_2",
-           90,
-           1948
-          ],
-          [
-           "2_2",
-           90,
-           1949
-          ],
-          [
-           "2_2",
-           90,
-           1950
-          ],
-          [
-           "2_2",
-           91,
-           1951
-          ],
-          [
-           "2_2",
-           91,
-           1952
-          ],
-          [
-           "2_2",
-           91,
-           1954
-          ],
-          [
-           "2_2",
-           91,
-           1955
-          ],
-          [
-           "2_2",
-           92,
-           1956
-          ],
-          [
-           "2_2",
-           92,
-           1957
-          ],
-          [
-           "2_2",
-           92,
-           1959
-          ],
-          [
-           "2_2",
-           93,
-           1961
-          ],
-          [
-           "2_2",
-           93,
-           1962
-          ],
-          [
-           "2_2",
-           93,
-           1963
-          ],
-          [
-           "2_2",
-           93,
-           1964
-          ],
-          [
-           "2_2",
-           93,
-           1965
-          ],
-          [
-           "2_2",
-           94,
-           1966
-          ],
-          [
-           "2_2",
-           94,
-           1967
-          ],
-          [
-           "2_2",
-           94,
-           1968
-          ],
-          [
-           "2_2",
-           94,
-           1970
-          ],
-          [
-           "2_2",
-           95,
-           1971
-          ],
-          [
-           "2_2",
-           95,
-           1972
-          ],
-          [
-           "2_2",
-           95,
-           1975
-          ],
-          [
-           "2_2",
-           96,
-           1976
-          ],
-          [
-           "2_2",
-           96,
-           1977
-          ],
-          [
-           "2_2",
-           96,
-           1978
-          ],
-          [
-           "2_2",
-           96,
-           1979
-          ],
-          [
-           "2_2",
-           96,
-           1980
-          ],
-          [
-           "2_2",
-           97,
-           1981
-          ],
-          [
-           "2_2",
-           97,
-           1982
-          ],
-          [
-           "2_2",
-           97,
-           1984
-          ],
-          [
-           "2_2",
-           97,
-           1985
-          ],
-          [
-           "2_2",
-           98,
-           1986
-          ],
-          [
-           "2_2",
-           98,
-           1987
-          ],
-          [
-           "2_2",
-           98,
-           1988
-          ],
-          [
-           "2_2",
-           98,
-           1989
-          ],
-          [
-           "2_2",
-           99,
-           1991
-          ],
-          [
-           "2_2",
-           99,
-           1992
-          ],
-          [
-           "2_2",
-           99,
-           1993
-          ],
-          [
-           "2_2",
-           99,
-           1994
-          ],
-          [
-           "2_2",
-           99,
-           1995
-          ],
-          [
-           "2_2",
-           100,
-           1996
-          ],
-          [
-           "2_2",
-           100,
-           1998
-          ],
-          [
-           "2_2",
-           100,
-           1999
-          ]
-         ],
-         "hovertemplate": "<b>mR_2_2</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "mR_2_2",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x8",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y8"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "ogDXANgA5gDnACIBbwE=",
-          "dtype": "i2"
-         },
-         "xaxis": "x8",
-         "y": {
-          "bdata": "4XoUrkfhDEBI4XoUrkcUQIXrUbgehQtASOF6FK5HEEDXo3A9CtcNQAAAAAAAABRArkfhehSuFEA=",
-          "dtype": "f8"
-         },
-         "yaxis": "y8"
-        },
-        {
-         "customdata": [
-          [
-           "3_1",
-           1,
-           2002
-          ],
-          [
-           "3_1",
-           1,
-           2003
-          ],
-          [
-           "3_1",
-           1,
-           2004
-          ],
-          [
-           "3_1",
-           1,
-           2005
-          ],
-          [
-           "3_1",
-           2,
-           2007
-          ],
-          [
-           "3_1",
-           2,
-           2008
-          ],
-          [
-           "3_1",
-           2,
-           2009
-          ],
-          [
-           "3_1",
-           2,
-           2010
-          ],
-          [
-           "3_1",
-           3,
-           2011
-          ],
-          [
-           "3_1",
-           3,
-           2012
-          ],
-          [
-           "3_1",
-           3,
-           2013
-          ],
-          [
-           "3_1",
-           3,
-           2014
-          ],
-          [
-           "3_1",
-           3,
-           2015
-          ],
-          [
-           "3_1",
-           4,
-           2017
-          ],
-          [
-           "3_1",
-           4,
-           2018
-          ],
-          [
-           "3_1",
-           4,
-           2019
-          ],
-          [
-           "3_1",
-           4,
-           2020
-          ],
-          [
-           "3_1",
-           5,
-           2021
-          ],
-          [
-           "3_1",
-           5,
-           2022
-          ],
-          [
-           "3_1",
-           5,
-           2023
-          ],
-          [
-           "3_1",
-           5,
-           2024
-          ],
-          [
-           "3_1",
-           6,
-           2026
-          ],
-          [
-           "3_1",
-           6,
-           2027
-          ],
-          [
-           "3_1",
-           6,
-           2028
-          ],
-          [
-           "3_1",
-           6,
-           2029
-          ],
-          [
-           "3_1",
-           6,
-           2030
-          ],
-          [
-           "3_1",
-           7,
-           2032
-          ],
-          [
-           "3_1",
-           7,
-           2033
-          ],
-          [
-           "3_1",
-           7,
-           2035
-          ],
-          [
-           "3_1",
-           8,
-           2037
-          ],
-          [
-           "3_1",
-           8,
-           2038
-          ],
-          [
-           "3_1",
-           8,
-           2039
-          ],
-          [
-           "3_1",
-           9,
-           2041
-          ],
-          [
-           "3_1",
-           9,
-           2042
-          ],
-          [
-           "3_1",
-           9,
-           2043
-          ],
-          [
-           "3_1",
-           9,
-           2044
-          ],
-          [
-           "3_1",
-           9,
-           2045
-          ],
-          [
-           "3_1",
-           10,
-           2046
-          ],
-          [
-           "3_1",
-           10,
-           2047
-          ],
-          [
-           "3_1",
-           10,
-           2048
-          ],
-          [
-           "3_1",
-           10,
-           2049
-          ],
-          [
-           "3_1",
-           11,
-           2051
-          ],
-          [
-           "3_1",
-           11,
-           2053
-          ],
-          [
-           "3_1",
-           11,
-           2055
-          ],
-          [
-           "3_1",
-           12,
-           2057
-          ],
-          [
-           "3_1",
-           12,
-           2058
-          ],
-          [
-           "3_1",
-           12,
-           2059
-          ],
-          [
-           "3_1",
-           12,
-           2060
-          ],
-          [
-           "3_1",
-           13,
-           2061
-          ],
-          [
-           "3_1",
-           13,
-           2063
-          ],
-          [
-           "3_1",
-           14,
-           2066
-          ],
-          [
-           "3_1",
-           14,
-           2067
-          ],
-          [
-           "3_1",
-           14,
-           2068
-          ],
-          [
-           "3_1",
-           14,
-           2069
-          ],
-          [
-           "3_1",
-           15,
-           2071
-          ],
-          [
-           "3_1",
-           15,
-           2072
-          ],
-          [
-           "3_1",
-           15,
-           2074
-          ],
-          [
-           "3_1",
-           15,
-           2075
-          ],
-          [
-           "3_1",
-           16,
-           2076
-          ],
-          [
-           "3_1",
-           16,
-           2077
-          ],
-          [
-           "3_1",
-           16,
-           2078
-          ],
-          [
-           "3_1",
-           16,
-           2080
-          ],
-          [
-           "3_1",
-           17,
-           2081
-          ],
-          [
-           "3_1",
-           17,
-           2083
-          ],
-          [
-           "3_1",
-           18,
-           2087
-          ],
-          [
-           "3_1",
-           18,
-           2089
-          ],
-          [
-           "3_1",
-           19,
-           2092
-          ],
-          [
-           "3_1",
-           19,
-           2093
-          ],
-          [
-           "3_1",
-           20,
-           2097
-          ],
-          [
-           "3_1",
-           20,
-           2099
-          ],
-          [
-           "3_1",
-           20,
-           2100
-          ],
-          [
-           "3_1",
-           21,
-           2101
-          ],
-          [
-           "3_1",
-           21,
-           2102
-          ],
-          [
-           "3_1",
-           21,
-           2103
-          ],
-          [
-           "3_1",
-           21,
-           2104
-          ],
-          [
-           "3_1",
-           21,
-           2105
-          ],
-          [
-           "3_1",
-           22,
-           2106
-          ],
-          [
-           "3_1",
-           22,
-           2107
-          ],
-          [
-           "3_1",
-           22,
-           2109
-          ],
-          [
-           "3_1",
-           22,
-           2110
-          ],
-          [
-           "3_1",
-           23,
-           2111
-          ],
-          [
-           "3_1",
-           23,
-           2113
-          ],
-          [
-           "3_1",
-           23,
-           2114
-          ],
-          [
-           "3_1",
-           23,
-           2115
-          ],
-          [
-           "3_1",
-           24,
-           2116
-          ],
-          [
-           "3_1",
-           24,
-           2117
-          ],
-          [
-           "3_1",
-           24,
-           2120
-          ],
-          [
-           "3_1",
-           25,
-           2122
-          ],
-          [
-           "3_1",
-           25,
-           2123
-          ],
-          [
-           "3_1",
-           25,
-           2124
-          ],
-          [
-           "3_1",
-           25,
-           2125
-          ],
-          [
-           "3_1",
-           26,
-           2126
-          ],
-          [
-           "3_1",
-           26,
-           2127
-          ],
-          [
-           "3_1",
-           26,
-           2128
-          ],
-          [
-           "3_1",
-           26,
-           2129
-          ],
-          [
-           "3_1",
-           26,
-           2130
-          ],
-          [
-           "3_1",
-           27,
-           2131
-          ],
-          [
-           "3_1",
-           27,
-           2132
-          ],
-          [
-           "3_1",
-           27,
-           2133
-          ],
-          [
-           "3_1",
-           27,
-           2134
-          ],
-          [
-           "3_1",
-           27,
-           2135
-          ],
-          [
-           "3_1",
-           28,
-           2137
-          ],
-          [
-           "3_1",
-           28,
-           2138
-          ],
-          [
-           "3_1",
-           28,
-           2139
-          ],
-          [
-           "3_1",
-           28,
-           2140
-          ],
-          [
-           "3_1",
-           29,
-           2144
-          ],
-          [
-           "3_1",
-           29,
-           2145
-          ],
-          [
-           "3_1",
-           30,
-           2146
-          ],
-          [
-           "3_1",
-           30,
-           2147
-          ],
-          [
-           "3_1",
-           30,
-           2149
-          ],
-          [
-           "3_1",
-           31,
-           2151
-          ],
-          [
-           "3_1",
-           31,
-           2152
-          ],
-          [
-           "3_1",
-           31,
-           2153
-          ],
-          [
-           "3_1",
-           31,
-           2154
-          ],
-          [
-           "3_1",
-           31,
-           2155
-          ],
-          [
-           "3_1",
-           32,
-           2156
-          ],
-          [
-           "3_1",
-           32,
-           2157
-          ],
-          [
-           "3_1",
-           32,
-           2158
-          ],
-          [
-           "3_1",
-           32,
-           2159
-          ],
-          [
-           "3_1",
-           32,
-           2160
-          ],
-          [
-           "3_1",
-           33,
-           2161
-          ],
-          [
-           "3_1",
-           33,
-           2162
-          ],
-          [
-           "3_1",
-           33,
-           2163
-          ],
-          [
-           "3_1",
-           33,
-           2164
-          ],
-          [
-           "3_1",
-           33,
-           2165
-          ],
-          [
-           "3_1",
-           34,
-           2166
-          ],
-          [
-           "3_1",
-           34,
-           2167
-          ],
-          [
-           "3_1",
-           34,
-           2168
-          ],
-          [
-           "3_1",
-           34,
-           2169
-          ],
-          [
-           "3_1",
-           34,
-           2170
-          ],
-          [
-           "3_1",
-           35,
-           2171
-          ],
-          [
-           "3_1",
-           35,
-           2172
-          ],
-          [
-           "3_1",
-           35,
-           2173
-          ],
-          [
-           "3_1",
-           35,
-           2174
-          ],
-          [
-           "3_1",
-           35,
-           2175
-          ],
-          [
-           "3_1",
-           36,
-           2176
-          ],
-          [
-           "3_1",
-           36,
-           2177
-          ],
-          [
-           "3_1",
-           36,
-           2179
-          ],
-          [
-           "3_1",
-           36,
-           2180
-          ],
-          [
-           "3_1",
-           37,
-           2182
-          ],
-          [
-           "3_1",
-           37,
-           2183
-          ],
-          [
-           "3_1",
-           37,
-           2184
-          ],
-          [
-           "3_1",
-           37,
-           2185
-          ],
-          [
-           "3_1",
-           38,
-           2186
-          ],
-          [
-           "3_1",
-           38,
-           2187
-          ],
-          [
-           "3_1",
-           38,
-           2188
-          ],
-          [
-           "3_1",
-           38,
-           2189
-          ],
-          [
-           "3_1",
-           39,
-           2192
-          ],
-          [
-           "3_1",
-           39,
-           2193
-          ],
-          [
-           "3_1",
-           39,
-           2194
-          ],
-          [
-           "3_1",
-           39,
-           2195
-          ],
-          [
-           "3_1",
-           40,
-           2196
-          ],
-          [
-           "3_1",
-           40,
-           2197
-          ],
-          [
-           "3_1",
-           40,
-           2198
-          ],
-          [
-           "3_1",
-           40,
-           2199
-          ],
-          [
-           "3_1",
-           40,
-           2200
-          ],
-          [
-           "3_1",
-           41,
-           2202
-          ],
-          [
-           "3_1",
-           41,
-           2203
-          ],
-          [
-           "3_1",
-           41,
-           2205
-          ],
-          [
-           "3_1",
-           42,
-           2206
-          ],
-          [
-           "3_1",
-           42,
-           2207
-          ],
-          [
-           "3_1",
-           42,
-           2208
-          ],
-          [
-           "3_1",
-           42,
-           2209
-          ],
-          [
-           "3_1",
-           42,
-           2210
-          ],
-          [
-           "3_1",
-           43,
-           2214
-          ],
-          [
-           "3_1",
-           43,
-           2215
-          ],
-          [
-           "3_1",
-           44,
-           2216
-          ],
-          [
-           "3_1",
-           44,
-           2218
-          ],
-          [
-           "3_1",
-           44,
-           2219
-          ],
-          [
-           "3_1",
-           44,
-           2220
-          ],
-          [
-           "3_1",
-           45,
-           2221
-          ],
-          [
-           "3_1",
-           45,
-           2222
-          ],
-          [
-           "3_1",
-           45,
-           2225
-          ],
-          [
-           "3_1",
-           46,
-           2226
-          ],
-          [
-           "3_1",
-           46,
-           2227
-          ],
-          [
-           "3_1",
-           46,
-           2228
-          ],
-          [
-           "3_1",
-           46,
-           2229
-          ],
-          [
-           "3_1",
-           46,
-           2230
-          ],
-          [
-           "3_1",
-           47,
-           2231
-          ],
-          [
-           "3_1",
-           47,
-           2232
-          ],
-          [
-           "3_1",
-           47,
-           2234
-          ],
-          [
-           "3_1",
-           48,
-           2236
-          ],
-          [
-           "3_1",
-           48,
-           2237
-          ],
-          [
-           "3_1",
-           48,
-           2238
-          ],
-          [
-           "3_1",
-           48,
-           2239
-          ],
-          [
-           "3_1",
-           48,
-           2240
-          ],
-          [
-           "3_1",
-           49,
-           2241
-          ],
-          [
-           "3_1",
-           49,
-           2242
-          ],
-          [
-           "3_1",
-           49,
-           2243
-          ],
-          [
-           "3_1",
-           49,
-           2244
-          ],
-          [
-           "3_1",
-           50,
-           2246
-          ],
-          [
-           "3_1",
-           50,
-           2247
-          ],
-          [
-           "3_1",
-           50,
-           2250
-          ],
-          [
-           "3_1",
-           51,
-           2251
-          ],
-          [
-           "3_1",
-           51,
-           2252
-          ],
-          [
-           "3_1",
-           51,
-           2253
-          ],
-          [
-           "3_1",
-           51,
-           2254
-          ],
-          [
-           "3_1",
-           52,
-           2257
-          ],
-          [
-           "3_1",
-           52,
-           2258
-          ],
-          [
-           "3_1",
-           52,
-           2259
-          ],
-          [
-           "3_1",
-           52,
-           2260
-          ],
-          [
-           "3_1",
-           53,
-           2261
-          ],
-          [
-           "3_1",
-           53,
-           2262
-          ],
-          [
-           "3_1",
-           53,
-           2263
-          ],
-          [
-           "3_1",
-           53,
-           2264
-          ],
-          [
-           "3_1",
-           53,
-           2265
-          ],
-          [
-           "3_1",
-           54,
-           2267
-          ],
-          [
-           "3_1",
-           55,
-           2271
-          ],
-          [
-           "3_1",
-           55,
-           2272
-          ],
-          [
-           "3_1",
-           55,
-           2273
-          ],
-          [
-           "3_1",
-           55,
-           2274
-          ],
-          [
-           "3_1",
-           55,
-           2275
-          ],
-          [
-           "3_1",
-           56,
-           2276
-          ],
-          [
-           "3_1",
-           56,
-           2277
-          ],
-          [
-           "3_1",
-           56,
-           2278
-          ],
-          [
-           "3_1",
-           56,
-           2279
-          ],
-          [
-           "3_1",
-           57,
-           2281
-          ],
-          [
-           "3_1",
-           57,
-           2282
-          ],
-          [
-           "3_1",
-           57,
-           2283
-          ],
-          [
-           "3_1",
-           57,
-           2285
-          ],
-          [
-           "3_1",
-           58,
-           2287
-          ],
-          [
-           "3_1",
-           58,
-           2288
-          ],
-          [
-           "3_1",
-           58,
-           2290
-          ],
-          [
-           "3_1",
-           59,
-           2291
-          ],
-          [
-           "3_1",
-           59,
-           2292
-          ],
-          [
-           "3_1",
-           59,
-           2294
-          ],
-          [
-           "3_1",
-           59,
-           2295
-          ],
-          [
-           "3_1",
-           60,
-           2296
-          ],
-          [
-           "3_1",
-           60,
-           2298
-          ],
-          [
-           "3_1",
-           60,
-           2300
-          ],
-          [
-           "3_1",
-           61,
-           2301
-          ],
-          [
-           "3_1",
-           61,
-           2303
-          ],
-          [
-           "3_1",
-           61,
-           2304
-          ],
-          [
-           "3_1",
-           61,
-           2305
-          ],
-          [
-           "3_1",
-           62,
-           2306
-          ],
-          [
-           "3_1",
-           62,
-           2308
-          ],
-          [
-           "3_1",
-           62,
-           2309
-          ],
-          [
-           "3_1",
-           63,
-           2311
-          ],
-          [
-           "3_1",
-           63,
-           2312
-          ],
-          [
-           "3_1",
-           63,
-           2313
-          ],
-          [
-           "3_1",
-           63,
-           2314
-          ],
-          [
-           "3_1",
-           63,
-           2315
-          ],
-          [
-           "3_1",
-           64,
-           2316
-          ],
-          [
-           "3_1",
-           64,
-           2317
-          ],
-          [
-           "3_1",
-           64,
-           2318
-          ],
-          [
-           "3_1",
-           64,
-           2319
-          ],
-          [
-           "3_1",
-           65,
-           2321
-          ],
-          [
-           "3_1",
-           65,
-           2322
-          ],
-          [
-           "3_1",
-           65,
-           2323
-          ],
-          [
-           "3_1",
-           65,
-           2324
-          ],
-          [
-           "3_1",
-           65,
-           2325
-          ],
-          [
-           "3_1",
-           66,
-           2328
-          ],
-          [
-           "3_1",
-           66,
-           2329
-          ],
-          [
-           "3_1",
-           67,
-           2334
-          ],
-          [
-           "3_1",
-           67,
-           2335
-          ],
-          [
-           "3_1",
-           68,
-           2337
-          ],
-          [
-           "3_1",
-           68,
-           2338
-          ],
-          [
-           "3_1",
-           68,
-           2339
-          ],
-          [
-           "3_1",
-           68,
-           2340
-          ],
-          [
-           "3_1",
-           69,
-           2342
-          ],
-          [
-           "3_1",
-           69,
-           2343
-          ],
-          [
-           "3_1",
-           69,
-           2344
-          ],
-          [
-           "3_1",
-           69,
-           2345
-          ],
-          [
-           "3_1",
-           70,
-           2346
-          ],
-          [
-           "3_1",
-           70,
-           2347
-          ],
-          [
-           "3_1",
-           70,
-           2348
-          ],
-          [
-           "3_1",
-           70,
-           2349
-          ],
-          [
-           "3_1",
-           70,
-           2350
-          ],
-          [
-           "3_1",
-           71,
-           2351
-          ],
-          [
-           "3_1",
-           71,
-           2352
-          ],
-          [
-           "3_1",
-           71,
-           2353
-          ],
-          [
-           "3_1",
-           71,
-           2355
-          ],
-          [
-           "3_1",
-           72,
-           2357
-          ],
-          [
-           "3_1",
-           72,
-           2358
-          ],
-          [
-           "3_1",
-           72,
-           2359
-          ],
-          [
-           "3_1",
-           73,
-           2362
-          ],
-          [
-           "3_1",
-           73,
-           2363
-          ],
-          [
-           "3_1",
-           73,
-           2364
-          ],
-          [
-           "3_1",
-           73,
-           2365
-          ],
-          [
-           "3_1",
-           74,
-           2366
-          ],
-          [
-           "3_1",
-           74,
-           2367
-          ],
-          [
-           "3_1",
-           74,
-           2368
-          ],
-          [
-           "3_1",
-           74,
-           2370
-          ],
-          [
-           "3_1",
-           75,
-           2371
-          ],
-          [
-           "3_1",
-           75,
-           2372
-          ],
-          [
-           "3_1",
-           75,
-           2373
-          ],
-          [
-           "3_1",
-           75,
-           2374
-          ],
-          [
-           "3_1",
-           76,
-           2376
-          ],
-          [
-           "3_1",
-           76,
-           2377
-          ],
-          [
-           "3_1",
-           76,
-           2378
-          ],
-          [
-           "3_1",
-           76,
-           2379
-          ],
-          [
-           "3_1",
-           76,
-           2380
-          ],
-          [
-           "3_1",
-           77,
-           2381
-          ],
-          [
-           "3_1",
-           77,
-           2384
-          ],
-          [
-           "3_1",
-           77,
-           2385
-          ],
-          [
-           "3_1",
-           78,
-           2386
-          ],
-          [
-           "3_1",
-           78,
-           2388
-          ],
-          [
-           "3_1",
-           78,
-           2389
-          ],
-          [
-           "3_1",
-           78,
-           2390
-          ],
-          [
-           "3_1",
-           79,
-           2391
-          ],
-          [
-           "3_1",
-           79,
-           2392
-          ],
-          [
-           "3_1",
-           79,
-           2394
-          ],
-          [
-           "3_1",
-           79,
-           2395
-          ],
-          [
-           "3_1",
-           80,
-           2396
-          ],
-          [
-           "3_1",
-           80,
-           2397
-          ],
-          [
-           "3_1",
-           80,
-           2398
-          ],
-          [
-           "3_1",
-           80,
-           2399
-          ],
-          [
-           "3_1",
-           80,
-           2400
-          ],
-          [
-           "3_1",
-           81,
-           2401
-          ],
-          [
-           "3_1",
-           81,
-           2403
-          ],
-          [
-           "3_1",
-           81,
-           2404
-          ],
-          [
-           "3_1",
-           81,
-           2405
-          ],
-          [
-           "3_1",
-           82,
-           2406
-          ],
-          [
-           "3_1",
-           82,
-           2407
-          ],
-          [
-           "3_1",
-           82,
-           2408
-          ],
-          [
-           "3_1",
-           82,
-           2409
-          ],
-          [
-           "3_1",
-           82,
-           2410
-          ],
-          [
-           "3_1",
-           83,
-           2411
-          ],
-          [
-           "3_1",
-           83,
-           2412
-          ],
-          [
-           "3_1",
-           83,
-           2414
-          ],
-          [
-           "3_1",
-           83,
-           2415
-          ],
-          [
-           "3_1",
-           84,
-           2416
-          ],
-          [
-           "3_1",
-           84,
-           2420
-          ],
-          [
-           "3_1",
-           85,
-           2422
-          ],
-          [
-           "3_1",
-           85,
-           2423
-          ],
-          [
-           "3_1",
-           85,
-           2424
-          ],
-          [
-           "3_1",
-           86,
-           2426
-          ],
-          [
-           "3_1",
-           86,
-           2427
-          ],
-          [
-           "3_1",
-           86,
-           2428
-          ],
-          [
-           "3_1",
-           86,
-           2429
-          ],
-          [
-           "3_1",
-           87,
-           2431
-          ],
-          [
-           "3_1",
-           87,
-           2432
-          ],
-          [
-           "3_1",
-           87,
-           2433
-          ],
-          [
-           "3_1",
-           88,
-           2437
-          ],
-          [
-           "3_1",
-           88,
-           2438
-          ],
-          [
-           "3_1",
-           88,
-           2439
-          ],
-          [
-           "3_1",
-           88,
-           2440
-          ],
-          [
-           "3_1",
-           89,
-           2441
-          ],
-          [
-           "3_1",
-           89,
-           2443
-          ],
-          [
-           "3_1",
-           89,
-           2444
-          ],
-          [
-           "3_1",
-           90,
-           2448
-          ],
-          [
-           "3_1",
-           91,
-           2452
-          ],
-          [
-           "3_1",
-           91,
-           2453
-          ],
-          [
-           "3_1",
-           92,
-           2456
-          ],
-          [
-           "3_1",
-           92,
-           2460
-          ],
-          [
-           "3_1",
-           93,
-           2463
-          ],
-          [
-           "3_1",
-           93,
-           2464
-          ],
-          [
-           "3_1",
-           93,
-           2465
-          ],
-          [
-           "3_1",
-           94,
-           2466
-          ],
-          [
-           "3_1",
-           94,
-           2467
-          ],
-          [
-           "3_1",
-           94,
-           2468
-          ],
-          [
-           "3_1",
-           94,
-           2469
-          ],
-          [
-           "3_1",
-           94,
-           2470
-          ],
-          [
-           "3_1",
-           95,
-           2471
-          ],
-          [
-           "3_1",
-           95,
-           2472
-          ],
-          [
-           "3_1",
-           95,
-           2473
-          ],
-          [
-           "3_1",
-           95,
-           2474
-          ],
-          [
-           "3_1",
-           95,
-           2475
-          ],
-          [
-           "3_1",
-           96,
-           2476
-          ],
-          [
-           "3_1",
-           96,
-           2477
-          ],
-          [
-           "3_1",
-           96,
-           2478
-          ],
-          [
-           "3_1",
-           96,
-           2479
-          ],
-          [
-           "3_1",
-           97,
-           2481
-          ],
-          [
-           "3_1",
-           97,
-           2482
-          ],
-          [
-           "3_1",
-           97,
-           2484
-          ],
-          [
-           "3_1",
-           97,
-           2485
-          ],
-          [
-           "3_1",
-           98,
-           2487
-          ],
-          [
-           "3_1",
-           99,
-           2491
-          ],
-          [
-           "3_1",
-           99,
-           2492
-          ],
-          [
-           "3_1",
-           99,
-           2493
-          ],
-          [
-           "3_1",
-           99,
-           2494
-          ],
-          [
-           "3_1",
-           99,
-           2495
-          ],
-          [
-           "3_1",
-           100,
-           2497
-          ],
-          [
-           "3_1",
-           100,
-           2498
-          ],
-          [
-           "3_1",
-           100,
-           2499
-          ],
-          [
-           "3_1",
-           100,
-           2500
-          ]
-         ],
-         "hovertemplate": "<b>X_3_1</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "X_3_1",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x9",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y9"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "CQAXABoAHABsAG0AcAB1AHwAgACGALIAswC0ALwA0ADTAPYA9wD4APkA+gADAQ4BQwFWAVkBWgFbAV8BcQE=",
-          "dtype": "i2"
-         },
-         "xaxis": "x9",
-         "y": {
-          "bdata": "zczMzMzsbEDNzMzMzCxtQOxRuB6FG21AMzMzMzMTbUCkcD0K1wtuQD0K16NwJW5AMzMzMzMLbkDNzMzMzARuQHE9CtejAG5A7FG4HoUDbkAfhetRuBZuQNejcD0KH21AH4XrUbgmbUAfhetRuBZtQI/C9ShcH21AFK5H4XokbUDNzMzMzCxtQBSuR+F65GxAPQrXo3DFbEDhehSuRyltQHE9CtejAG1AKVyPwvUgbUC4HoXrURBtQI/C9ShcJ25A7FG4HoX7bUA9CtejcP1tQJqZmZmZAW1AKVyPwvXYbEAAAAAAAABtQDMzMzMz+21A9ihcj8L9bUA=",
-          "dtype": "f8"
-         },
-         "yaxis": "y9"
-        },
-        {
-         "customdata": [
-          [
-           "3_1",
-           1,
-           2003
-          ],
-          [
-           "3_1",
-           1,
-           2004
-          ],
-          [
-           "3_1",
-           1,
-           2005
-          ],
-          [
-           "3_1",
-           2,
-           2007
-          ],
-          [
-           "3_1",
-           2,
-           2008
-          ],
-          [
-           "3_1",
-           2,
-           2009
-          ],
-          [
-           "3_1",
-           2,
-           2010
-          ],
-          [
-           "3_1",
-           3,
-           2011
-          ],
-          [
-           "3_1",
-           3,
-           2012
-          ],
-          [
-           "3_1",
-           3,
-           2013
-          ],
-          [
-           "3_1",
-           3,
-           2014
-          ],
-          [
-           "3_1",
-           3,
-           2015
-          ],
-          [
-           "3_1",
-           4,
-           2017
-          ],
-          [
-           "3_1",
-           4,
-           2018
-          ],
-          [
-           "3_1",
-           4,
-           2019
-          ],
-          [
-           "3_1",
-           4,
-           2020
-          ],
-          [
-           "3_1",
-           5,
-           2021
-          ],
-          [
-           "3_1",
-           5,
-           2022
-          ],
-          [
-           "3_1",
-           5,
-           2023
-          ],
-          [
-           "3_1",
-           5,
-           2024
-          ],
-          [
-           "3_1",
-           6,
-           2026
-          ],
-          [
-           "3_1",
-           6,
-           2027
-          ],
-          [
-           "3_1",
-           6,
-           2028
-          ],
-          [
-           "3_1",
-           6,
-           2029
-          ],
-          [
-           "3_1",
-           6,
-           2030
-          ],
-          [
-           "3_1",
-           7,
-           2032
-          ],
-          [
-           "3_1",
-           7,
-           2033
-          ],
-          [
-           "3_1",
-           7,
-           2035
-          ],
-          [
-           "3_1",
-           8,
-           2037
-          ],
-          [
-           "3_1",
-           8,
-           2038
-          ],
-          [
-           "3_1",
-           8,
-           2039
-          ],
-          [
-           "3_1",
-           9,
-           2041
-          ],
-          [
-           "3_1",
-           9,
-           2042
-          ],
-          [
-           "3_1",
-           9,
-           2043
-          ],
-          [
-           "3_1",
-           9,
-           2044
-          ],
-          [
-           "3_1",
-           9,
-           2045
-          ],
-          [
-           "3_1",
-           10,
-           2046
-          ],
-          [
-           "3_1",
-           10,
-           2047
-          ],
-          [
-           "3_1",
-           10,
-           2048
-          ],
-          [
-           "3_1",
-           10,
-           2049
-          ],
-          [
-           "3_1",
-           11,
-           2051
-          ],
-          [
-           "3_1",
-           11,
-           2053
-          ],
-          [
-           "3_1",
-           11,
-           2055
-          ],
-          [
-           "3_1",
-           12,
-           2057
-          ],
-          [
-           "3_1",
-           12,
-           2058
-          ],
-          [
-           "3_1",
-           12,
-           2059
-          ],
-          [
-           "3_1",
-           12,
-           2060
-          ],
-          [
-           "3_1",
-           13,
-           2061
-          ],
-          [
-           "3_1",
-           13,
-           2063
-          ],
-          [
-           "3_1",
-           14,
-           2066
-          ],
-          [
-           "3_1",
-           14,
-           2067
-          ],
-          [
-           "3_1",
-           14,
-           2068
-          ],
-          [
-           "3_1",
-           14,
-           2069
-          ],
-          [
-           "3_1",
-           15,
-           2071
-          ],
-          [
-           "3_1",
-           15,
-           2072
-          ],
-          [
-           "3_1",
-           15,
-           2074
-          ],
-          [
-           "3_1",
-           15,
-           2075
-          ],
-          [
-           "3_1",
-           16,
-           2076
-          ],
-          [
-           "3_1",
-           16,
-           2077
-          ],
-          [
-           "3_1",
-           16,
-           2078
-          ],
-          [
-           "3_1",
-           16,
-           2080
-          ],
-          [
-           "3_1",
-           17,
-           2081
-          ],
-          [
-           "3_1",
-           17,
-           2083
-          ],
-          [
-           "3_1",
-           18,
-           2087
-          ],
-          [
-           "3_1",
-           18,
-           2089
-          ],
-          [
-           "3_1",
-           19,
-           2092
-          ],
-          [
-           "3_1",
-           19,
-           2093
-          ],
-          [
-           "3_1",
-           20,
-           2097
-          ],
-          [
-           "3_1",
-           20,
-           2099
-          ],
-          [
-           "3_1",
-           20,
-           2100
-          ],
-          [
-           "3_1",
-           21,
-           2101
-          ],
-          [
-           "3_1",
-           21,
-           2102
-          ],
-          [
-           "3_1",
-           21,
-           2103
-          ],
-          [
-           "3_1",
-           21,
-           2104
-          ],
-          [
-           "3_1",
-           21,
-           2105
-          ],
-          [
-           "3_1",
-           22,
-           2106
-          ],
-          [
-           "3_1",
-           22,
-           2107
-          ],
-          [
-           "3_1",
-           22,
-           2109
-          ],
-          [
-           "3_1",
-           22,
-           2110
-          ],
-          [
-           "3_1",
-           23,
-           2111
-          ],
-          [
-           "3_1",
-           23,
-           2113
-          ],
-          [
-           "3_1",
-           23,
-           2114
-          ],
-          [
-           "3_1",
-           23,
-           2115
-          ],
-          [
-           "3_1",
-           24,
-           2116
-          ],
-          [
-           "3_1",
-           24,
-           2117
-          ],
-          [
-           "3_1",
-           24,
-           2120
-          ],
-          [
-           "3_1",
-           25,
-           2122
-          ],
-          [
-           "3_1",
-           25,
-           2123
-          ],
-          [
-           "3_1",
-           25,
-           2124
-          ],
-          [
-           "3_1",
-           25,
-           2125
-          ],
-          [
-           "3_1",
-           26,
-           2126
-          ],
-          [
-           "3_1",
-           26,
-           2127
-          ],
-          [
-           "3_1",
-           26,
-           2128
-          ],
-          [
-           "3_1",
-           26,
-           2129
-          ],
-          [
-           "3_1",
-           26,
-           2130
-          ],
-          [
-           "3_1",
-           27,
-           2131
-          ],
-          [
-           "3_1",
-           27,
-           2132
-          ],
-          [
-           "3_1",
-           27,
-           2133
-          ],
-          [
-           "3_1",
-           27,
-           2134
-          ],
-          [
-           "3_1",
-           27,
-           2135
-          ],
-          [
-           "3_1",
-           28,
-           2137
-          ],
-          [
-           "3_1",
-           28,
-           2138
-          ],
-          [
-           "3_1",
-           28,
-           2139
-          ],
-          [
-           "3_1",
-           28,
-           2140
-          ],
-          [
-           "3_1",
-           29,
-           2144
-          ],
-          [
-           "3_1",
-           29,
-           2145
-          ],
-          [
-           "3_1",
-           30,
-           2146
-          ],
-          [
-           "3_1",
-           30,
-           2147
-          ],
-          [
-           "3_1",
-           30,
-           2149
-          ],
-          [
-           "3_1",
-           31,
-           2151
-          ],
-          [
-           "3_1",
-           31,
-           2152
-          ],
-          [
-           "3_1",
-           31,
-           2153
-          ],
-          [
-           "3_1",
-           31,
-           2154
-          ],
-          [
-           "3_1",
-           31,
-           2155
-          ],
-          [
-           "3_1",
-           32,
-           2156
-          ],
-          [
-           "3_1",
-           32,
-           2157
-          ],
-          [
-           "3_1",
-           32,
-           2158
-          ],
-          [
-           "3_1",
-           32,
-           2159
-          ],
-          [
-           "3_1",
-           32,
-           2160
-          ],
-          [
-           "3_1",
-           33,
-           2161
-          ],
-          [
-           "3_1",
-           33,
-           2162
-          ],
-          [
-           "3_1",
-           33,
-           2163
-          ],
-          [
-           "3_1",
-           33,
-           2164
-          ],
-          [
-           "3_1",
-           33,
-           2165
-          ],
-          [
-           "3_1",
-           34,
-           2166
-          ],
-          [
-           "3_1",
-           34,
-           2167
-          ],
-          [
-           "3_1",
-           34,
-           2168
-          ],
-          [
-           "3_1",
-           34,
-           2169
-          ],
-          [
-           "3_1",
-           34,
-           2170
-          ],
-          [
-           "3_1",
-           35,
-           2171
-          ],
-          [
-           "3_1",
-           35,
-           2172
-          ],
-          [
-           "3_1",
-           35,
-           2173
-          ],
-          [
-           "3_1",
-           35,
-           2174
-          ],
-          [
-           "3_1",
-           35,
-           2175
-          ],
-          [
-           "3_1",
-           36,
-           2176
-          ],
-          [
-           "3_1",
-           36,
-           2177
-          ],
-          [
-           "3_1",
-           36,
-           2179
-          ],
-          [
-           "3_1",
-           36,
-           2180
-          ],
-          [
-           "3_1",
-           37,
-           2182
-          ],
-          [
-           "3_1",
-           37,
-           2183
-          ],
-          [
-           "3_1",
-           37,
-           2184
-          ],
-          [
-           "3_1",
-           37,
-           2185
-          ],
-          [
-           "3_1",
-           38,
-           2186
-          ],
-          [
-           "3_1",
-           38,
-           2187
-          ],
-          [
-           "3_1",
-           38,
-           2188
-          ],
-          [
-           "3_1",
-           38,
-           2189
-          ],
-          [
-           "3_1",
-           39,
-           2192
-          ],
-          [
-           "3_1",
-           39,
-           2193
-          ],
-          [
-           "3_1",
-           39,
-           2194
-          ],
-          [
-           "3_1",
-           39,
-           2195
-          ],
-          [
-           "3_1",
-           40,
-           2196
-          ],
-          [
-           "3_1",
-           40,
-           2197
-          ],
-          [
-           "3_1",
-           40,
-           2198
-          ],
-          [
-           "3_1",
-           40,
-           2199
-          ],
-          [
-           "3_1",
-           40,
-           2200
-          ],
-          [
-           "3_1",
-           41,
-           2202
-          ],
-          [
-           "3_1",
-           41,
-           2203
-          ],
-          [
-           "3_1",
-           41,
-           2205
-          ],
-          [
-           "3_1",
-           42,
-           2206
-          ],
-          [
-           "3_1",
-           42,
-           2207
-          ],
-          [
-           "3_1",
-           42,
-           2208
-          ],
-          [
-           "3_1",
-           42,
-           2209
-          ],
-          [
-           "3_1",
-           42,
-           2210
-          ],
-          [
-           "3_1",
-           43,
-           2214
-          ],
-          [
-           "3_1",
-           43,
-           2215
-          ],
-          [
-           "3_1",
-           44,
-           2216
-          ],
-          [
-           "3_1",
-           44,
-           2218
-          ],
-          [
-           "3_1",
-           44,
-           2219
-          ],
-          [
-           "3_1",
-           44,
-           2220
-          ],
-          [
-           "3_1",
-           45,
-           2221
-          ],
-          [
-           "3_1",
-           45,
-           2222
-          ],
-          [
-           "3_1",
-           45,
-           2225
-          ],
-          [
-           "3_1",
-           46,
-           2226
-          ],
-          [
-           "3_1",
-           46,
-           2227
-          ],
-          [
-           "3_1",
-           46,
-           2228
-          ],
-          [
-           "3_1",
-           46,
-           2229
-          ],
-          [
-           "3_1",
-           46,
-           2230
-          ],
-          [
-           "3_1",
-           47,
-           2231
-          ],
-          [
-           "3_1",
-           47,
-           2232
-          ],
-          [
-           "3_1",
-           47,
-           2234
-          ],
-          [
-           "3_1",
-           48,
-           2236
-          ],
-          [
-           "3_1",
-           48,
-           2237
-          ],
-          [
-           "3_1",
-           48,
-           2238
-          ],
-          [
-           "3_1",
-           48,
-           2239
-          ],
-          [
-           "3_1",
-           48,
-           2240
-          ],
-          [
-           "3_1",
-           49,
-           2241
-          ],
-          [
-           "3_1",
-           49,
-           2242
-          ],
-          [
-           "3_1",
-           49,
-           2243
-          ],
-          [
-           "3_1",
-           49,
-           2244
-          ],
-          [
-           "3_1",
-           50,
-           2246
-          ],
-          [
-           "3_1",
-           50,
-           2247
-          ],
-          [
-           "3_1",
-           50,
-           2250
-          ],
-          [
-           "3_1",
-           51,
-           2251
-          ],
-          [
-           "3_1",
-           51,
-           2252
-          ],
-          [
-           "3_1",
-           51,
-           2253
-          ],
-          [
-           "3_1",
-           51,
-           2254
-          ],
-          [
-           "3_1",
-           52,
-           2257
-          ],
-          [
-           "3_1",
-           52,
-           2258
-          ],
-          [
-           "3_1",
-           52,
-           2259
-          ],
-          [
-           "3_1",
-           52,
-           2260
-          ],
-          [
-           "3_1",
-           53,
-           2261
-          ],
-          [
-           "3_1",
-           53,
-           2262
-          ],
-          [
-           "3_1",
-           53,
-           2263
-          ],
-          [
-           "3_1",
-           53,
-           2264
-          ],
-          [
-           "3_1",
-           53,
-           2265
-          ],
-          [
-           "3_1",
-           54,
-           2267
-          ],
-          [
-           "3_1",
-           55,
-           2271
-          ],
-          [
-           "3_1",
-           55,
-           2272
-          ],
-          [
-           "3_1",
-           55,
-           2273
-          ],
-          [
-           "3_1",
-           55,
-           2274
-          ],
-          [
-           "3_1",
-           55,
-           2275
-          ],
-          [
-           "3_1",
-           56,
-           2276
-          ],
-          [
-           "3_1",
-           56,
-           2277
-          ],
-          [
-           "3_1",
-           56,
-           2278
-          ],
-          [
-           "3_1",
-           56,
-           2279
-          ],
-          [
-           "3_1",
-           57,
-           2281
-          ],
-          [
-           "3_1",
-           57,
-           2282
-          ],
-          [
-           "3_1",
-           57,
-           2283
-          ],
-          [
-           "3_1",
-           57,
-           2285
-          ],
-          [
-           "3_1",
-           58,
-           2287
-          ],
-          [
-           "3_1",
-           58,
-           2288
-          ],
-          [
-           "3_1",
-           58,
-           2290
-          ],
-          [
-           "3_1",
-           59,
-           2291
-          ],
-          [
-           "3_1",
-           59,
-           2292
-          ],
-          [
-           "3_1",
-           59,
-           2294
-          ],
-          [
-           "3_1",
-           59,
-           2295
-          ],
-          [
-           "3_1",
-           60,
-           2296
-          ],
-          [
-           "3_1",
-           60,
-           2298
-          ],
-          [
-           "3_1",
-           60,
-           2300
-          ],
-          [
-           "3_1",
-           61,
-           2301
-          ],
-          [
-           "3_1",
-           61,
-           2303
-          ],
-          [
-           "3_1",
-           61,
-           2304
-          ],
-          [
-           "3_1",
-           61,
-           2305
-          ],
-          [
-           "3_1",
-           62,
-           2306
-          ],
-          [
-           "3_1",
-           62,
-           2308
-          ],
-          [
-           "3_1",
-           62,
-           2309
-          ],
-          [
-           "3_1",
-           63,
-           2311
-          ],
-          [
-           "3_1",
-           63,
-           2312
-          ],
-          [
-           "3_1",
-           63,
-           2313
-          ],
-          [
-           "3_1",
-           63,
-           2314
-          ],
-          [
-           "3_1",
-           63,
-           2315
-          ],
-          [
-           "3_1",
-           64,
-           2316
-          ],
-          [
-           "3_1",
-           64,
-           2317
-          ],
-          [
-           "3_1",
-           64,
-           2318
-          ],
-          [
-           "3_1",
-           64,
-           2319
-          ],
-          [
-           "3_1",
-           65,
-           2321
-          ],
-          [
-           "3_1",
-           65,
-           2322
-          ],
-          [
-           "3_1",
-           65,
-           2323
-          ],
-          [
-           "3_1",
-           65,
-           2324
-          ],
-          [
-           "3_1",
-           65,
-           2325
-          ],
-          [
-           "3_1",
-           66,
-           2328
-          ],
-          [
-           "3_1",
-           66,
-           2329
-          ],
-          [
-           "3_1",
-           67,
-           2334
-          ],
-          [
-           "3_1",
-           67,
-           2335
-          ],
-          [
-           "3_1",
-           68,
-           2337
-          ],
-          [
-           "3_1",
-           68,
-           2338
-          ],
-          [
-           "3_1",
-           68,
-           2339
-          ],
-          [
-           "3_1",
-           68,
-           2340
-          ],
-          [
-           "3_1",
-           69,
-           2342
-          ],
-          [
-           "3_1",
-           69,
-           2343
-          ],
-          [
-           "3_1",
-           69,
-           2344
-          ],
-          [
-           "3_1",
-           69,
-           2345
-          ],
-          [
-           "3_1",
-           70,
-           2346
-          ],
-          [
-           "3_1",
-           70,
-           2347
-          ],
-          [
-           "3_1",
-           70,
-           2348
-          ],
-          [
-           "3_1",
-           70,
-           2349
-          ],
-          [
-           "3_1",
-           70,
-           2350
-          ],
-          [
-           "3_1",
-           71,
-           2351
-          ],
-          [
-           "3_1",
-           71,
-           2352
-          ],
-          [
-           "3_1",
-           71,
-           2353
-          ],
-          [
-           "3_1",
-           71,
-           2355
-          ],
-          [
-           "3_1",
-           72,
-           2357
-          ],
-          [
-           "3_1",
-           72,
-           2358
-          ],
-          [
-           "3_1",
-           72,
-           2359
-          ],
-          [
-           "3_1",
-           73,
-           2362
-          ],
-          [
-           "3_1",
-           73,
-           2363
-          ],
-          [
-           "3_1",
-           73,
-           2364
-          ],
-          [
-           "3_1",
-           73,
-           2365
-          ],
-          [
-           "3_1",
-           74,
-           2366
-          ],
-          [
-           "3_1",
-           74,
-           2367
-          ],
-          [
-           "3_1",
-           74,
-           2368
-          ],
-          [
-           "3_1",
-           74,
-           2370
-          ],
-          [
-           "3_1",
-           75,
-           2371
-          ],
-          [
-           "3_1",
-           75,
-           2372
-          ],
-          [
-           "3_1",
-           75,
-           2373
-          ],
-          [
-           "3_1",
-           75,
-           2374
-          ],
-          [
-           "3_1",
-           76,
-           2376
-          ],
-          [
-           "3_1",
-           76,
-           2377
-          ],
-          [
-           "3_1",
-           76,
-           2378
-          ],
-          [
-           "3_1",
-           76,
-           2379
-          ],
-          [
-           "3_1",
-           76,
-           2380
-          ],
-          [
-           "3_1",
-           77,
-           2381
-          ],
-          [
-           "3_1",
-           77,
-           2384
-          ],
-          [
-           "3_1",
-           77,
-           2385
-          ],
-          [
-           "3_1",
-           78,
-           2386
-          ],
-          [
-           "3_1",
-           78,
-           2388
-          ],
-          [
-           "3_1",
-           78,
-           2389
-          ],
-          [
-           "3_1",
-           78,
-           2390
-          ],
-          [
-           "3_1",
-           79,
-           2391
-          ],
-          [
-           "3_1",
-           79,
-           2392
-          ],
-          [
-           "3_1",
-           79,
-           2394
-          ],
-          [
-           "3_1",
-           79,
-           2395
-          ],
-          [
-           "3_1",
-           80,
-           2396
-          ],
-          [
-           "3_1",
-           80,
-           2397
-          ],
-          [
-           "3_1",
-           80,
-           2398
-          ],
-          [
-           "3_1",
-           80,
-           2399
-          ],
-          [
-           "3_1",
-           80,
-           2400
-          ],
-          [
-           "3_1",
-           81,
-           2401
-          ],
-          [
-           "3_1",
-           81,
-           2403
-          ],
-          [
-           "3_1",
-           81,
-           2404
-          ],
-          [
-           "3_1",
-           81,
-           2405
-          ],
-          [
-           "3_1",
-           82,
-           2406
-          ],
-          [
-           "3_1",
-           82,
-           2407
-          ],
-          [
-           "3_1",
-           82,
-           2408
-          ],
-          [
-           "3_1",
-           82,
-           2409
-          ],
-          [
-           "3_1",
-           82,
-           2410
-          ],
-          [
-           "3_1",
-           83,
-           2411
-          ],
-          [
-           "3_1",
-           83,
-           2412
-          ],
-          [
-           "3_1",
-           83,
-           2414
-          ],
-          [
-           "3_1",
-           83,
-           2415
-          ],
-          [
-           "3_1",
-           84,
-           2416
-          ],
-          [
-           "3_1",
-           84,
-           2420
-          ],
-          [
-           "3_1",
-           85,
-           2422
-          ],
-          [
-           "3_1",
-           85,
-           2423
-          ],
-          [
-           "3_1",
-           85,
-           2424
-          ],
-          [
-           "3_1",
-           86,
-           2426
-          ],
-          [
-           "3_1",
-           86,
-           2427
-          ],
-          [
-           "3_1",
-           86,
-           2428
-          ],
-          [
-           "3_1",
-           86,
-           2429
-          ],
-          [
-           "3_1",
-           87,
-           2431
-          ],
-          [
-           "3_1",
-           87,
-           2432
-          ],
-          [
-           "3_1",
-           87,
-           2433
-          ],
-          [
-           "3_1",
-           88,
-           2437
-          ],
-          [
-           "3_1",
-           88,
-           2438
-          ],
-          [
-           "3_1",
-           88,
-           2439
-          ],
-          [
-           "3_1",
-           88,
-           2440
-          ],
-          [
-           "3_1",
-           89,
-           2441
-          ],
-          [
-           "3_1",
-           89,
-           2443
-          ],
-          [
-           "3_1",
-           89,
-           2444
-          ],
-          [
-           "3_1",
-           90,
-           2448
-          ],
-          [
-           "3_1",
-           91,
-           2452
-          ],
-          [
-           "3_1",
-           91,
-           2453
-          ],
-          [
-           "3_1",
-           92,
-           2456
-          ],
-          [
-           "3_1",
-           92,
-           2460
-          ],
-          [
-           "3_1",
-           93,
-           2463
-          ],
-          [
-           "3_1",
-           93,
-           2464
-          ],
-          [
-           "3_1",
-           93,
-           2465
-          ],
-          [
-           "3_1",
-           94,
-           2466
-          ],
-          [
-           "3_1",
-           94,
-           2467
-          ],
-          [
-           "3_1",
-           94,
-           2468
-          ],
-          [
-           "3_1",
-           94,
-           2469
-          ],
-          [
-           "3_1",
-           94,
-           2470
-          ],
-          [
-           "3_1",
-           95,
-           2471
-          ],
-          [
-           "3_1",
-           95,
-           2472
-          ],
-          [
-           "3_1",
-           95,
-           2473
-          ],
-          [
-           "3_1",
-           95,
-           2474
-          ],
-          [
-           "3_1",
-           95,
-           2475
-          ],
-          [
-           "3_1",
-           96,
-           2476
-          ],
-          [
-           "3_1",
-           96,
-           2477
-          ],
-          [
-           "3_1",
-           96,
-           2478
-          ],
-          [
-           "3_1",
-           96,
-           2479
-          ],
-          [
-           "3_1",
-           97,
-           2481
-          ],
-          [
-           "3_1",
-           97,
-           2482
-          ],
-          [
-           "3_1",
-           97,
-           2484
-          ],
-          [
-           "3_1",
-           97,
-           2485
-          ],
-          [
-           "3_1",
-           98,
-           2487
-          ],
-          [
-           "3_1",
-           99,
-           2491
-          ],
-          [
-           "3_1",
-           99,
-           2492
-          ],
-          [
-           "3_1",
-           99,
-           2493
-          ],
-          [
-           "3_1",
-           99,
-           2494
-          ],
-          [
-           "3_1",
-           99,
-           2495
-          ],
-          [
-           "3_1",
-           100,
-           2497
-          ],
-          [
-           "3_1",
-           100,
-           2498
-          ],
-          [
-           "3_1",
-           100,
-           2499
-          ],
-          [
-           "3_1",
-           100,
-           2500
-          ]
-         ],
-         "hovertemplate": "<b>mR_3_1</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "mR_3_1",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x10",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y10"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "HABqAPUAAQEDAQ0BDgFCAVgBWwE=",
-          "dtype": "i2"
-         },
-         "xaxis": "x10",
-         "y": {
-          "bdata": "MzMzMzMzE0B7FK5H4XoRQFK4HoXrURNAhetRuB6FD0AAAAAAAAATQNejcD0K1xBAAAAAAAAAE0BSuB6F61ERQGZmZmZmZhhAH4XrUbgeFkA=",
-          "dtype": "f8"
-         },
-         "yaxis": "y10"
-        },
-        {
-         "customdata": [
-          [
-           "3_2",
-           1,
-           2501
-          ],
-          [
-           "3_2",
-           1,
-           2502
-          ],
-          [
-           "3_2",
-           1,
-           2503
-          ],
-          [
-           "3_2",
-           1,
-           2505
-          ],
-          [
-           "3_2",
-           2,
-           2506
-          ],
-          [
-           "3_2",
-           2,
-           2507
-          ],
-          [
-           "3_2",
-           2,
-           2509
-          ],
-          [
-           "3_2",
-           3,
-           2512
-          ],
-          [
-           "3_2",
-           3,
-           2513
-          ],
-          [
-           "3_2",
-           3,
-           2514
-          ],
-          [
-           "3_2",
-           3,
-           2515
-          ],
-          [
-           "3_2",
-           4,
-           2516
-          ],
-          [
-           "3_2",
-           4,
-           2517
-          ],
-          [
-           "3_2",
-           4,
-           2519
-          ],
-          [
-           "3_2",
-           4,
-           2520
-          ],
-          [
-           "3_2",
-           5,
-           2521
-          ],
-          [
-           "3_2",
-           5,
-           2522
-          ],
-          [
-           "3_2",
-           5,
-           2523
-          ],
-          [
-           "3_2",
-           5,
-           2524
-          ],
-          [
-           "3_2",
-           6,
-           2526
-          ],
-          [
-           "3_2",
-           6,
-           2530
-          ],
-          [
-           "3_2",
-           7,
-           2532
-          ],
-          [
-           "3_2",
-           7,
-           2533
-          ],
-          [
-           "3_2",
-           7,
-           2534
-          ],
-          [
-           "3_2",
-           7,
-           2535
-          ],
-          [
-           "3_2",
-           8,
-           2537
-          ],
-          [
-           "3_2",
-           8,
-           2538
-          ],
-          [
-           "3_2",
-           8,
-           2539
-          ],
-          [
-           "3_2",
-           8,
-           2540
-          ],
-          [
-           "3_2",
-           9,
-           2541
-          ],
-          [
-           "3_2",
-           9,
-           2542
-          ],
-          [
-           "3_2",
-           9,
-           2544
-          ],
-          [
-           "3_2",
-           9,
-           2545
-          ],
-          [
-           "3_2",
-           10,
-           2546
-          ],
-          [
-           "3_2",
-           10,
-           2547
-          ],
-          [
-           "3_2",
-           10,
-           2548
-          ],
-          [
-           "3_2",
-           10,
-           2549
-          ],
-          [
-           "3_2",
-           10,
-           2550
-          ],
-          [
-           "3_2",
-           11,
-           2551
-          ],
-          [
-           "3_2",
-           11,
-           2552
-          ],
-          [
-           "3_2",
-           11,
-           2553
-          ],
-          [
-           "3_2",
-           11,
-           2555
-          ],
-          [
-           "3_2",
-           12,
-           2556
-          ],
-          [
-           "3_2",
-           12,
-           2557
-          ],
-          [
-           "3_2",
-           12,
-           2558
-          ],
-          [
-           "3_2",
-           12,
-           2559
-          ],
-          [
-           "3_2",
-           12,
-           2560
-          ],
-          [
-           "3_2",
-           13,
-           2561
-          ],
-          [
-           "3_2",
-           13,
-           2562
-          ],
-          [
-           "3_2",
-           13,
-           2563
-          ],
-          [
-           "3_2",
-           13,
-           2564
-          ],
-          [
-           "3_2",
-           14,
-           2566
-          ],
-          [
-           "3_2",
-           14,
-           2567
-          ],
-          [
-           "3_2",
-           14,
-           2568
-          ],
-          [
-           "3_2",
-           14,
-           2569
-          ],
-          [
-           "3_2",
-           14,
-           2570
-          ],
-          [
-           "3_2",
-           15,
-           2571
-          ],
-          [
-           "3_2",
-           15,
-           2572
-          ],
-          [
-           "3_2",
-           15,
-           2573
-          ],
-          [
-           "3_2",
-           15,
-           2575
-          ],
-          [
-           "3_2",
-           16,
-           2577
-          ],
-          [
-           "3_2",
-           16,
-           2578
-          ],
-          [
-           "3_2",
-           16,
-           2579
-          ],
-          [
-           "3_2",
-           16,
-           2580
-          ],
-          [
-           "3_2",
-           17,
-           2581
-          ],
-          [
-           "3_2",
-           17,
-           2582
-          ],
-          [
-           "3_2",
-           17,
-           2583
-          ],
-          [
-           "3_2",
-           17,
-           2584
-          ],
-          [
-           "3_2",
-           17,
-           2585
-          ],
-          [
-           "3_2",
-           18,
-           2586
-          ],
-          [
-           "3_2",
-           18,
-           2587
-          ],
-          [
-           "3_2",
-           18,
-           2589
-          ],
-          [
-           "3_2",
-           18,
-           2590
-          ],
-          [
-           "3_2",
-           19,
-           2592
-          ],
-          [
-           "3_2",
-           19,
-           2593
-          ],
-          [
-           "3_2",
-           19,
-           2594
-          ],
-          [
-           "3_2",
-           19,
-           2595
-          ],
-          [
-           "3_2",
-           20,
-           2596
-          ],
-          [
-           "3_2",
-           20,
-           2597
-          ],
-          [
-           "3_2",
-           20,
-           2598
-          ],
-          [
-           "3_2",
-           20,
-           2600
-          ],
-          [
-           "3_2",
-           21,
-           2601
-          ],
-          [
-           "3_2",
-           21,
-           2603
-          ],
-          [
-           "3_2",
-           21,
-           2604
-          ],
-          [
-           "3_2",
-           21,
-           2605
-          ],
-          [
-           "3_2",
-           22,
-           2606
-          ],
-          [
-           "3_2",
-           22,
-           2607
-          ],
-          [
-           "3_2",
-           22,
-           2608
-          ],
-          [
-           "3_2",
-           22,
-           2609
-          ],
-          [
-           "3_2",
-           22,
-           2610
-          ],
-          [
-           "3_2",
-           23,
-           2611
-          ],
-          [
-           "3_2",
-           23,
-           2612
-          ],
-          [
-           "3_2",
-           23,
-           2613
-          ],
-          [
-           "3_2",
-           23,
-           2614
-          ],
-          [
-           "3_2",
-           23,
-           2615
-          ],
-          [
-           "3_2",
-           24,
-           2616
-          ],
-          [
-           "3_2",
-           24,
-           2617
-          ],
-          [
-           "3_2",
-           24,
-           2618
-          ],
-          [
-           "3_2",
-           24,
-           2619
-          ],
-          [
-           "3_2",
-           24,
-           2620
-          ],
-          [
-           "3_2",
-           25,
-           2621
-          ],
-          [
-           "3_2",
-           25,
-           2622
-          ],
-          [
-           "3_2",
-           25,
-           2623
-          ],
-          [
-           "3_2",
-           25,
-           2624
-          ],
-          [
-           "3_2",
-           25,
-           2625
-          ],
-          [
-           "3_2",
-           26,
-           2628
-          ],
-          [
-           "3_2",
-           26,
-           2629
-          ],
-          [
-           "3_2",
-           26,
-           2630
-          ],
-          [
-           "3_2",
-           27,
-           2631
-          ],
-          [
-           "3_2",
-           27,
-           2632
-          ],
-          [
-           "3_2",
-           27,
-           2634
-          ],
-          [
-           "3_2",
-           27,
-           2635
-          ],
-          [
-           "3_2",
-           28,
-           2638
-          ],
-          [
-           "3_2",
-           28,
-           2639
-          ],
-          [
-           "3_2",
-           28,
-           2640
-          ],
-          [
-           "3_2",
-           29,
-           2641
-          ],
-          [
-           "3_2",
-           29,
-           2643
-          ],
-          [
-           "3_2",
-           29,
-           2644
-          ],
-          [
-           "3_2",
-           29,
-           2645
-          ],
-          [
-           "3_2",
-           30,
-           2646
-          ],
-          [
-           "3_2",
-           30,
-           2647
-          ],
-          [
-           "3_2",
-           30,
-           2648
-          ],
-          [
-           "3_2",
-           30,
-           2649
-          ],
-          [
-           "3_2",
-           30,
-           2650
-          ],
-          [
-           "3_2",
-           31,
-           2651
-          ],
-          [
-           "3_2",
-           31,
-           2652
-          ],
-          [
-           "3_2",
-           31,
-           2653
-          ],
-          [
-           "3_2",
-           31,
-           2654
-          ],
-          [
-           "3_2",
-           31,
-           2655
-          ],
-          [
-           "3_2",
-           32,
-           2658
-          ],
-          [
-           "3_2",
-           33,
-           2661
-          ],
-          [
-           "3_2",
-           33,
-           2662
-          ],
-          [
-           "3_2",
-           33,
-           2664
-          ],
-          [
-           "3_2",
-           33,
-           2665
-          ],
-          [
-           "3_2",
-           34,
-           2667
-          ],
-          [
-           "3_2",
-           34,
-           2668
-          ],
-          [
-           "3_2",
-           34,
-           2670
-          ],
-          [
-           "3_2",
-           35,
-           2671
-          ],
-          [
-           "3_2",
-           35,
-           2672
-          ],
-          [
-           "3_2",
-           35,
-           2673
-          ],
-          [
-           "3_2",
-           35,
-           2675
-          ],
-          [
-           "3_2",
-           36,
-           2676
-          ],
-          [
-           "3_2",
-           36,
-           2677
-          ],
-          [
-           "3_2",
-           36,
-           2678
-          ],
-          [
-           "3_2",
-           36,
-           2679
-          ],
-          [
-           "3_2",
-           36,
-           2680
-          ],
-          [
-           "3_2",
-           37,
-           2681
-          ],
-          [
-           "3_2",
-           37,
-           2682
-          ],
-          [
-           "3_2",
-           37,
-           2685
-          ],
-          [
-           "3_2",
-           38,
-           2686
-          ],
-          [
-           "3_2",
-           38,
-           2687
-          ],
-          [
-           "3_2",
-           38,
-           2688
-          ],
-          [
-           "3_2",
-           38,
-           2689
-          ],
-          [
-           "3_2",
-           38,
-           2690
-          ],
-          [
-           "3_2",
-           39,
-           2691
-          ],
-          [
-           "3_2",
-           39,
-           2692
-          ],
-          [
-           "3_2",
-           39,
-           2693
-          ],
-          [
-           "3_2",
-           39,
-           2695
-          ],
-          [
-           "3_2",
-           40,
-           2696
-          ],
-          [
-           "3_2",
-           40,
-           2697
-          ],
-          [
-           "3_2",
-           40,
-           2699
-          ],
-          [
-           "3_2",
-           40,
-           2700
-          ],
-          [
-           "3_2",
-           41,
-           2702
-          ],
-          [
-           "3_2",
-           41,
-           2703
-          ],
-          [
-           "3_2",
-           41,
-           2704
-          ],
-          [
-           "3_2",
-           42,
-           2706
-          ],
-          [
-           "3_2",
-           42,
-           2707
-          ],
-          [
-           "3_2",
-           42,
-           2708
-          ],
-          [
-           "3_2",
-           42,
-           2709
-          ],
-          [
-           "3_2",
-           42,
-           2710
-          ],
-          [
-           "3_2",
-           43,
-           2713
-          ],
-          [
-           "3_2",
-           43,
-           2715
-          ],
-          [
-           "3_2",
-           44,
-           2718
-          ],
-          [
-           "3_2",
-           44,
-           2719
-          ],
-          [
-           "3_2",
-           45,
-           2723
-          ],
-          [
-           "3_2",
-           45,
-           2724
-          ],
-          [
-           "3_2",
-           45,
-           2725
-          ],
-          [
-           "3_2",
-           46,
-           2726
-          ],
-          [
-           "3_2",
-           46,
-           2727
-          ],
-          [
-           "3_2",
-           46,
-           2728
-          ],
-          [
-           "3_2",
-           46,
-           2729
-          ],
-          [
-           "3_2",
-           46,
-           2730
-          ],
-          [
-           "3_2",
-           47,
-           2732
-          ],
-          [
-           "3_2",
-           47,
-           2734
-          ],
-          [
-           "3_2",
-           47,
-           2735
-          ],
-          [
-           "3_2",
-           48,
-           2736
-          ],
-          [
-           "3_2",
-           48,
-           2740
-          ],
-          [
-           "3_2",
-           49,
-           2741
-          ],
-          [
-           "3_2",
-           49,
-           2742
-          ],
-          [
-           "3_2",
-           49,
-           2743
-          ],
-          [
-           "3_2",
-           49,
-           2744
-          ],
-          [
-           "3_2",
-           49,
-           2745
-          ],
-          [
-           "3_2",
-           50,
-           2747
-          ],
-          [
-           "3_2",
-           50,
-           2749
-          ],
-          [
-           "3_2",
-           50,
-           2750
-          ],
-          [
-           "3_2",
-           51,
-           2751
-          ],
-          [
-           "3_2",
-           51,
-           2752
-          ],
-          [
-           "3_2",
-           51,
-           2754
-          ],
-          [
-           "3_2",
-           51,
-           2755
-          ],
-          [
-           "3_2",
-           52,
-           2756
-          ],
-          [
-           "3_2",
-           52,
-           2757
-          ],
-          [
-           "3_2",
-           52,
-           2758
-          ],
-          [
-           "3_2",
-           52,
-           2759
-          ],
-          [
-           "3_2",
-           52,
-           2760
-          ],
-          [
-           "3_2",
-           53,
-           2761
-          ],
-          [
-           "3_2",
-           53,
-           2762
-          ],
-          [
-           "3_2",
-           53,
-           2764
-          ],
-          [
-           "3_2",
-           53,
-           2765
-          ],
-          [
-           "3_2",
-           54,
-           2766
-          ],
-          [
-           "3_2",
-           54,
-           2767
-          ],
-          [
-           "3_2",
-           54,
-           2768
-          ],
-          [
-           "3_2",
-           55,
-           2771
-          ],
-          [
-           "3_2",
-           55,
-           2772
-          ],
-          [
-           "3_2",
-           55,
-           2774
-          ],
-          [
-           "3_2",
-           55,
-           2775
-          ],
-          [
-           "3_2",
-           56,
-           2776
-          ],
-          [
-           "3_2",
-           56,
-           2778
-          ],
-          [
-           "3_2",
-           56,
-           2779
-          ],
-          [
-           "3_2",
-           57,
-           2781
-          ],
-          [
-           "3_2",
-           57,
-           2782
-          ],
-          [
-           "3_2",
-           57,
-           2783
-          ],
-          [
-           "3_2",
-           57,
-           2784
-          ],
-          [
-           "3_2",
-           58,
-           2787
-          ],
-          [
-           "3_2",
-           58,
-           2789
-          ],
-          [
-           "3_2",
-           58,
-           2790
-          ],
-          [
-           "3_2",
-           59,
-           2793
-          ],
-          [
-           "3_2",
-           59,
-           2795
-          ],
-          [
-           "3_2",
-           60,
-           2796
-          ],
-          [
-           "3_2",
-           60,
-           2797
-          ],
-          [
-           "3_2",
-           60,
-           2798
-          ],
-          [
-           "3_2",
-           60,
-           2799
-          ],
-          [
-           "3_2",
-           61,
-           2802
-          ],
-          [
-           "3_2",
-           61,
-           2804
-          ],
-          [
-           "3_2",
-           62,
-           2806
-          ],
-          [
-           "3_2",
-           62,
-           2808
-          ],
-          [
-           "3_2",
-           62,
-           2809
-          ],
-          [
-           "3_2",
-           63,
-           2812
-          ],
-          [
-           "3_2",
-           63,
-           2813
-          ],
-          [
-           "3_2",
-           63,
-           2814
-          ],
-          [
-           "3_2",
-           63,
-           2815
-          ],
-          [
-           "3_2",
-           64,
-           2816
-          ],
-          [
-           "3_2",
-           64,
-           2817
-          ],
-          [
-           "3_2",
-           64,
-           2818
-          ],
-          [
-           "3_2",
-           64,
-           2819
-          ],
-          [
-           "3_2",
-           64,
-           2820
-          ],
-          [
-           "3_2",
-           65,
-           2821
-          ],
-          [
-           "3_2",
-           65,
-           2822
-          ],
-          [
-           "3_2",
-           65,
-           2823
-          ],
-          [
-           "3_2",
-           65,
-           2824
-          ],
-          [
-           "3_2",
-           66,
-           2826
-          ],
-          [
-           "3_2",
-           66,
-           2827
-          ],
-          [
-           "3_2",
-           66,
-           2828
-          ],
-          [
-           "3_2",
-           66,
-           2829
-          ],
-          [
-           "3_2",
-           67,
-           2831
-          ],
-          [
-           "3_2",
-           67,
-           2832
-          ],
-          [
-           "3_2",
-           67,
-           2834
-          ],
-          [
-           "3_2",
-           67,
-           2835
-          ],
-          [
-           "3_2",
-           68,
-           2837
-          ],
-          [
-           "3_2",
-           68,
-           2838
-          ],
-          [
-           "3_2",
-           68,
-           2839
-          ],
-          [
-           "3_2",
-           68,
-           2840
-          ],
-          [
-           "3_2",
-           69,
-           2841
-          ],
-          [
-           "3_2",
-           69,
-           2843
-          ],
-          [
-           "3_2",
-           69,
-           2845
-          ],
-          [
-           "3_2",
-           70,
-           2846
-          ],
-          [
-           "3_2",
-           70,
-           2848
-          ],
-          [
-           "3_2",
-           70,
-           2849
-          ],
-          [
-           "3_2",
-           70,
-           2850
-          ],
-          [
-           "3_2",
-           71,
-           2852
-          ],
-          [
-           "3_2",
-           71,
-           2853
-          ],
-          [
-           "3_2",
-           71,
-           2854
-          ],
-          [
-           "3_2",
-           71,
-           2855
-          ],
-          [
-           "3_2",
-           72,
-           2856
-          ],
-          [
-           "3_2",
-           72,
-           2857
-          ],
-          [
-           "3_2",
-           72,
-           2858
-          ],
-          [
-           "3_2",
-           72,
-           2859
-          ],
-          [
-           "3_2",
-           73,
-           2861
-          ],
-          [
-           "3_2",
-           73,
-           2863
-          ],
-          [
-           "3_2",
-           73,
-           2864
-          ],
-          [
-           "3_2",
-           73,
-           2865
-          ],
-          [
-           "3_2",
-           74,
-           2867
-          ],
-          [
-           "3_2",
-           74,
-           2869
-          ],
-          [
-           "3_2",
-           74,
-           2870
-          ],
-          [
-           "3_2",
-           75,
-           2871
-          ],
-          [
-           "3_2",
-           75,
-           2873
-          ],
-          [
-           "3_2",
-           75,
-           2874
-          ],
-          [
-           "3_2",
-           75,
-           2875
-          ],
-          [
-           "3_2",
-           76,
-           2876
-          ],
-          [
-           "3_2",
-           76,
-           2878
-          ],
-          [
-           "3_2",
-           76,
-           2879
-          ],
-          [
-           "3_2",
-           77,
-           2881
-          ],
-          [
-           "3_2",
-           77,
-           2883
-          ],
-          [
-           "3_2",
-           77,
-           2884
-          ],
-          [
-           "3_2",
-           77,
-           2885
-          ],
-          [
-           "3_2",
-           78,
-           2886
-          ],
-          [
-           "3_2",
-           78,
-           2887
-          ],
-          [
-           "3_2",
-           78,
-           2888
-          ],
-          [
-           "3_2",
-           78,
-           2890
-          ],
-          [
-           "3_2",
-           79,
-           2891
-          ],
-          [
-           "3_2",
-           79,
-           2892
-          ],
-          [
-           "3_2",
-           79,
-           2893
-          ],
-          [
-           "3_2",
-           79,
-           2894
-          ],
-          [
-           "3_2",
-           79,
-           2895
-          ],
-          [
-           "3_2",
-           80,
-           2896
-          ],
-          [
-           "3_2",
-           80,
-           2897
-          ],
-          [
-           "3_2",
-           80,
-           2898
-          ],
-          [
-           "3_2",
-           80,
-           2899
-          ],
-          [
-           "3_2",
-           80,
-           2900
-          ],
-          [
-           "3_2",
-           81,
-           2901
-          ],
-          [
-           "3_2",
-           81,
-           2902
-          ],
-          [
-           "3_2",
-           81,
-           2904
-          ],
-          [
-           "3_2",
-           82,
-           2906
-          ],
-          [
-           "3_2",
-           82,
-           2907
-          ],
-          [
-           "3_2",
-           82,
-           2909
-          ],
-          [
-           "3_2",
-           82,
-           2910
-          ],
-          [
-           "3_2",
-           83,
-           2911
-          ],
-          [
-           "3_2",
-           83,
-           2912
-          ],
-          [
-           "3_2",
-           83,
-           2913
-          ],
-          [
-           "3_2",
-           83,
-           2914
-          ],
-          [
-           "3_2",
-           83,
-           2915
-          ],
-          [
-           "3_2",
-           84,
-           2916
-          ],
-          [
-           "3_2",
-           84,
-           2919
-          ],
-          [
-           "3_2",
-           85,
-           2921
-          ],
-          [
-           "3_2",
-           85,
-           2922
-          ],
-          [
-           "3_2",
-           85,
-           2923
-          ],
-          [
-           "3_2",
-           85,
-           2924
-          ],
-          [
-           "3_2",
-           86,
-           2926
-          ],
-          [
-           "3_2",
-           86,
-           2928
-          ],
-          [
-           "3_2",
-           86,
-           2930
-          ],
-          [
-           "3_2",
-           87,
-           2932
-          ],
-          [
-           "3_2",
-           87,
-           2933
-          ],
-          [
-           "3_2",
-           87,
-           2934
-          ],
-          [
-           "3_2",
-           87,
-           2935
-          ],
-          [
-           "3_2",
-           88,
-           2936
-          ],
-          [
-           "3_2",
-           88,
-           2938
-          ],
-          [
-           "3_2",
-           88,
-           2939
-          ],
-          [
-           "3_2",
-           88,
-           2940
-          ],
-          [
-           "3_2",
-           89,
-           2941
-          ],
-          [
-           "3_2",
-           89,
-           2942
-          ],
-          [
-           "3_2",
-           89,
-           2943
-          ],
-          [
-           "3_2",
-           89,
-           2944
-          ],
-          [
-           "3_2",
-           89,
-           2945
-          ],
-          [
-           "3_2",
-           90,
-           2946
-          ],
-          [
-           "3_2",
-           90,
-           2947
-          ],
-          [
-           "3_2",
-           90,
-           2948
-          ],
-          [
-           "3_2",
-           90,
-           2949
-          ],
-          [
-           "3_2",
-           90,
-           2950
-          ],
-          [
-           "3_2",
-           91,
-           2951
-          ],
-          [
-           "3_2",
-           91,
-           2952
-          ],
-          [
-           "3_2",
-           91,
-           2953
-          ],
-          [
-           "3_2",
-           91,
-           2955
-          ],
-          [
-           "3_2",
-           92,
-           2956
-          ],
-          [
-           "3_2",
-           92,
-           2957
-          ],
-          [
-           "3_2",
-           92,
-           2959
-          ],
-          [
-           "3_2",
-           92,
-           2960
-          ],
-          [
-           "3_2",
-           93,
-           2961
-          ],
-          [
-           "3_2",
-           93,
-           2962
-          ],
-          [
-           "3_2",
-           93,
-           2963
-          ],
-          [
-           "3_2",
-           93,
-           2964
-          ],
-          [
-           "3_2",
-           93,
-           2965
-          ],
-          [
-           "3_2",
-           94,
-           2968
-          ],
-          [
-           "3_2",
-           94,
-           2969
-          ],
-          [
-           "3_2",
-           94,
-           2970
-          ],
-          [
-           "3_2",
-           95,
-           2973
-          ],
-          [
-           "3_2",
-           95,
-           2974
-          ],
-          [
-           "3_2",
-           95,
-           2975
-          ],
-          [
-           "3_2",
-           96,
-           2976
-          ],
-          [
-           "3_2",
-           96,
-           2977
-          ],
-          [
-           "3_2",
-           96,
-           2978
-          ],
-          [
-           "3_2",
-           96,
-           2979
-          ],
-          [
-           "3_2",
-           96,
-           2980
-          ],
-          [
-           "3_2",
-           97,
-           2982
-          ],
-          [
-           "3_2",
-           97,
-           2983
-          ],
-          [
-           "3_2",
-           98,
-           2986
-          ],
-          [
-           "3_2",
-           98,
-           2987
-          ],
-          [
-           "3_2",
-           98,
-           2988
-          ],
-          [
-           "3_2",
-           98,
-           2989
-          ],
-          [
-           "3_2",
-           98,
-           2990
-          ],
-          [
-           "3_2",
-           99,
-           2991
-          ],
-          [
-           "3_2",
-           99,
-           2992
-          ],
-          [
-           "3_2",
-           99,
-           2994
-          ],
-          [
-           "3_2",
-           99,
-           2995
-          ],
-          [
-           "3_2",
-           100,
-           2996
-          ],
-          [
-           "3_2",
-           100,
-           2997
-          ],
-          [
-           "3_2",
-           100,
-           2998
-          ],
-          [
-           "3_2",
-           100,
-           2999
-          ],
-          [
-           "3_2",
-           100,
-           3000
-          ]
-         ],
-         "hovertemplate": "<b>X_3_2</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "X_3_2",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x11",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y11"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "AAABAAIAAwAGAA4AIgA0ADUANgA3ADkAfAB9AH4AfwCAAKgAqgCwAMwAzQDOAM8A4gDnAAwBEQE+AVgBWgFdAYAB",
-          "dtype": "i2"
-         },
-         "xaxis": "x11",
-         "y": {
-          "bdata": "mpmZmZkJbUDNzMzMzBxtQGZmZmZm5mxA9ihcj8LtbEBcj8L1KARuQOF6FK5HCW5AH4XrUbgObkCamZmZmQluQLgehetRGG5ArkfhehQObkBcj8L1KERuQClcj8L1CG5Aw/UoXI/6bEDXo3A9CudsQK5H4XoUHm1AFK5H4XrsbEBSuB6F6/FsQEjhehSuH21AexSuR+EKbkAfhetRuAZuQFK4HoXryWxA9ihcj8IVbUCamZmZmblsQBSuR+F67GxAXI/C9SgEbkDhehSuRwluQOxRuB6FO21A16NwPQo3bUCPwvUoXDdtQGZmZmZmNm1ASOF6FK4vbUAzMzMzMxNtQJqZmZmZAW5A",
-          "dtype": "f8"
-         },
-         "yaxis": "y11"
-        },
-        {
-         "customdata": [
-          [
-           "3_2",
-           1,
-           2502
-          ],
-          [
-           "3_2",
-           1,
-           2503
-          ],
-          [
-           "3_2",
-           1,
-           2505
-          ],
-          [
-           "3_2",
-           2,
-           2506
-          ],
-          [
-           "3_2",
-           2,
-           2507
-          ],
-          [
-           "3_2",
-           2,
-           2509
-          ],
-          [
-           "3_2",
-           3,
-           2512
-          ],
-          [
-           "3_2",
-           3,
-           2513
-          ],
-          [
-           "3_2",
-           3,
-           2514
-          ],
-          [
-           "3_2",
-           3,
-           2515
-          ],
-          [
-           "3_2",
-           4,
-           2516
-          ],
-          [
-           "3_2",
-           4,
-           2517
-          ],
-          [
-           "3_2",
-           4,
-           2519
-          ],
-          [
-           "3_2",
-           4,
-           2520
-          ],
-          [
-           "3_2",
-           5,
-           2521
-          ],
-          [
-           "3_2",
-           5,
-           2522
-          ],
-          [
-           "3_2",
-           5,
-           2523
-          ],
-          [
-           "3_2",
-           5,
-           2524
-          ],
-          [
-           "3_2",
-           6,
-           2526
-          ],
-          [
-           "3_2",
-           6,
-           2530
-          ],
-          [
-           "3_2",
-           7,
-           2532
-          ],
-          [
-           "3_2",
-           7,
-           2533
-          ],
-          [
-           "3_2",
-           7,
-           2534
-          ],
-          [
-           "3_2",
-           7,
-           2535
-          ],
-          [
-           "3_2",
-           8,
-           2537
-          ],
-          [
-           "3_2",
-           8,
-           2538
-          ],
-          [
-           "3_2",
-           8,
-           2539
-          ],
-          [
-           "3_2",
-           8,
-           2540
-          ],
-          [
-           "3_2",
-           9,
-           2541
-          ],
-          [
-           "3_2",
-           9,
-           2542
-          ],
-          [
-           "3_2",
-           9,
-           2544
-          ],
-          [
-           "3_2",
-           9,
-           2545
-          ],
-          [
-           "3_2",
-           10,
-           2546
-          ],
-          [
-           "3_2",
-           10,
-           2547
-          ],
-          [
-           "3_2",
-           10,
-           2548
-          ],
-          [
-           "3_2",
-           10,
-           2549
-          ],
-          [
-           "3_2",
-           10,
-           2550
-          ],
-          [
-           "3_2",
-           11,
-           2551
-          ],
-          [
-           "3_2",
-           11,
-           2552
-          ],
-          [
-           "3_2",
-           11,
-           2553
-          ],
-          [
-           "3_2",
-           11,
-           2555
-          ],
-          [
-           "3_2",
-           12,
-           2556
-          ],
-          [
-           "3_2",
-           12,
-           2557
-          ],
-          [
-           "3_2",
-           12,
-           2558
-          ],
-          [
-           "3_2",
-           12,
-           2559
-          ],
-          [
-           "3_2",
-           12,
-           2560
-          ],
-          [
-           "3_2",
-           13,
-           2561
-          ],
-          [
-           "3_2",
-           13,
-           2562
-          ],
-          [
-           "3_2",
-           13,
-           2563
-          ],
-          [
-           "3_2",
-           13,
-           2564
-          ],
-          [
-           "3_2",
-           14,
-           2566
-          ],
-          [
-           "3_2",
-           14,
-           2567
-          ],
-          [
-           "3_2",
-           14,
-           2568
-          ],
-          [
-           "3_2",
-           14,
-           2569
-          ],
-          [
-           "3_2",
-           14,
-           2570
-          ],
-          [
-           "3_2",
-           15,
-           2571
-          ],
-          [
-           "3_2",
-           15,
-           2572
-          ],
-          [
-           "3_2",
-           15,
-           2573
-          ],
-          [
-           "3_2",
-           15,
-           2575
-          ],
-          [
-           "3_2",
-           16,
-           2577
-          ],
-          [
-           "3_2",
-           16,
-           2578
-          ],
-          [
-           "3_2",
-           16,
-           2579
-          ],
-          [
-           "3_2",
-           16,
-           2580
-          ],
-          [
-           "3_2",
-           17,
-           2581
-          ],
-          [
-           "3_2",
-           17,
-           2582
-          ],
-          [
-           "3_2",
-           17,
-           2583
-          ],
-          [
-           "3_2",
-           17,
-           2584
-          ],
-          [
-           "3_2",
-           17,
-           2585
-          ],
-          [
-           "3_2",
-           18,
-           2586
-          ],
-          [
-           "3_2",
-           18,
-           2587
-          ],
-          [
-           "3_2",
-           18,
-           2589
-          ],
-          [
-           "3_2",
-           18,
-           2590
-          ],
-          [
-           "3_2",
-           19,
-           2592
-          ],
-          [
-           "3_2",
-           19,
-           2593
-          ],
-          [
-           "3_2",
-           19,
-           2594
-          ],
-          [
-           "3_2",
-           19,
-           2595
-          ],
-          [
-           "3_2",
-           20,
-           2596
-          ],
-          [
-           "3_2",
-           20,
-           2597
-          ],
-          [
-           "3_2",
-           20,
-           2598
-          ],
-          [
-           "3_2",
-           20,
-           2600
-          ],
-          [
-           "3_2",
-           21,
-           2601
-          ],
-          [
-           "3_2",
-           21,
-           2603
-          ],
-          [
-           "3_2",
-           21,
-           2604
-          ],
-          [
-           "3_2",
-           21,
-           2605
-          ],
-          [
-           "3_2",
-           22,
-           2606
-          ],
-          [
-           "3_2",
-           22,
-           2607
-          ],
-          [
-           "3_2",
-           22,
-           2608
-          ],
-          [
-           "3_2",
-           22,
-           2609
-          ],
-          [
-           "3_2",
-           22,
-           2610
-          ],
-          [
-           "3_2",
-           23,
-           2611
-          ],
-          [
-           "3_2",
-           23,
-           2612
-          ],
-          [
-           "3_2",
-           23,
-           2613
-          ],
-          [
-           "3_2",
-           23,
-           2614
-          ],
-          [
-           "3_2",
-           23,
-           2615
-          ],
-          [
-           "3_2",
-           24,
-           2616
-          ],
-          [
-           "3_2",
-           24,
-           2617
-          ],
-          [
-           "3_2",
-           24,
-           2618
-          ],
-          [
-           "3_2",
-           24,
-           2619
-          ],
-          [
-           "3_2",
-           24,
-           2620
-          ],
-          [
-           "3_2",
-           25,
-           2621
-          ],
-          [
-           "3_2",
-           25,
-           2622
-          ],
-          [
-           "3_2",
-           25,
-           2623
-          ],
-          [
-           "3_2",
-           25,
-           2624
-          ],
-          [
-           "3_2",
-           25,
-           2625
-          ],
-          [
-           "3_2",
-           26,
-           2628
-          ],
-          [
-           "3_2",
-           26,
-           2629
-          ],
-          [
-           "3_2",
-           26,
-           2630
-          ],
-          [
-           "3_2",
-           27,
-           2631
-          ],
-          [
-           "3_2",
-           27,
-           2632
-          ],
-          [
-           "3_2",
-           27,
-           2634
-          ],
-          [
-           "3_2",
-           27,
-           2635
-          ],
-          [
-           "3_2",
-           28,
-           2638
-          ],
-          [
-           "3_2",
-           28,
-           2639
-          ],
-          [
-           "3_2",
-           28,
-           2640
-          ],
-          [
-           "3_2",
-           29,
-           2641
-          ],
-          [
-           "3_2",
-           29,
-           2643
-          ],
-          [
-           "3_2",
-           29,
-           2644
-          ],
-          [
-           "3_2",
-           29,
-           2645
-          ],
-          [
-           "3_2",
-           30,
-           2646
-          ],
-          [
-           "3_2",
-           30,
-           2647
-          ],
-          [
-           "3_2",
-           30,
-           2648
-          ],
-          [
-           "3_2",
-           30,
-           2649
-          ],
-          [
-           "3_2",
-           30,
-           2650
-          ],
-          [
-           "3_2",
-           31,
-           2651
-          ],
-          [
-           "3_2",
-           31,
-           2652
-          ],
-          [
-           "3_2",
-           31,
-           2653
-          ],
-          [
-           "3_2",
-           31,
-           2654
-          ],
-          [
-           "3_2",
-           31,
-           2655
-          ],
-          [
-           "3_2",
-           32,
-           2658
-          ],
-          [
-           "3_2",
-           33,
-           2661
-          ],
-          [
-           "3_2",
-           33,
-           2662
-          ],
-          [
-           "3_2",
-           33,
-           2664
-          ],
-          [
-           "3_2",
-           33,
-           2665
-          ],
-          [
-           "3_2",
-           34,
-           2667
-          ],
-          [
-           "3_2",
-           34,
-           2668
-          ],
-          [
-           "3_2",
-           34,
-           2670
-          ],
-          [
-           "3_2",
-           35,
-           2671
-          ],
-          [
-           "3_2",
-           35,
-           2672
-          ],
-          [
-           "3_2",
-           35,
-           2673
-          ],
-          [
-           "3_2",
-           35,
-           2675
-          ],
-          [
-           "3_2",
-           36,
-           2676
-          ],
-          [
-           "3_2",
-           36,
-           2677
-          ],
-          [
-           "3_2",
-           36,
-           2678
-          ],
-          [
-           "3_2",
-           36,
-           2679
-          ],
-          [
-           "3_2",
-           36,
-           2680
-          ],
-          [
-           "3_2",
-           37,
-           2681
-          ],
-          [
-           "3_2",
-           37,
-           2682
-          ],
-          [
-           "3_2",
-           37,
-           2685
-          ],
-          [
-           "3_2",
-           38,
-           2686
-          ],
-          [
-           "3_2",
-           38,
-           2687
-          ],
-          [
-           "3_2",
-           38,
-           2688
-          ],
-          [
-           "3_2",
-           38,
-           2689
-          ],
-          [
-           "3_2",
-           38,
-           2690
-          ],
-          [
-           "3_2",
-           39,
-           2691
-          ],
-          [
-           "3_2",
-           39,
-           2692
-          ],
-          [
-           "3_2",
-           39,
-           2693
-          ],
-          [
-           "3_2",
-           39,
-           2695
-          ],
-          [
-           "3_2",
-           40,
-           2696
-          ],
-          [
-           "3_2",
-           40,
-           2697
-          ],
-          [
-           "3_2",
-           40,
-           2699
-          ],
-          [
-           "3_2",
-           40,
-           2700
-          ],
-          [
-           "3_2",
-           41,
-           2702
-          ],
-          [
-           "3_2",
-           41,
-           2703
-          ],
-          [
-           "3_2",
-           41,
-           2704
-          ],
-          [
-           "3_2",
-           42,
-           2706
-          ],
-          [
-           "3_2",
-           42,
-           2707
-          ],
-          [
-           "3_2",
-           42,
-           2708
-          ],
-          [
-           "3_2",
-           42,
-           2709
-          ],
-          [
-           "3_2",
-           42,
-           2710
-          ],
-          [
-           "3_2",
-           43,
-           2713
-          ],
-          [
-           "3_2",
-           43,
-           2715
-          ],
-          [
-           "3_2",
-           44,
-           2718
-          ],
-          [
-           "3_2",
-           44,
-           2719
-          ],
-          [
-           "3_2",
-           45,
-           2723
-          ],
-          [
-           "3_2",
-           45,
-           2724
-          ],
-          [
-           "3_2",
-           45,
-           2725
-          ],
-          [
-           "3_2",
-           46,
-           2726
-          ],
-          [
-           "3_2",
-           46,
-           2727
-          ],
-          [
-           "3_2",
-           46,
-           2728
-          ],
-          [
-           "3_2",
-           46,
-           2729
-          ],
-          [
-           "3_2",
-           46,
-           2730
-          ],
-          [
-           "3_2",
-           47,
-           2732
-          ],
-          [
-           "3_2",
-           47,
-           2734
-          ],
-          [
-           "3_2",
-           47,
-           2735
-          ],
-          [
-           "3_2",
-           48,
-           2736
-          ],
-          [
-           "3_2",
-           48,
-           2740
-          ],
-          [
-           "3_2",
-           49,
-           2741
-          ],
-          [
-           "3_2",
-           49,
-           2742
-          ],
-          [
-           "3_2",
-           49,
-           2743
-          ],
-          [
-           "3_2",
-           49,
-           2744
-          ],
-          [
-           "3_2",
-           49,
-           2745
-          ],
-          [
-           "3_2",
-           50,
-           2747
-          ],
-          [
-           "3_2",
-           50,
-           2749
-          ],
-          [
-           "3_2",
-           50,
-           2750
-          ],
-          [
-           "3_2",
-           51,
-           2751
-          ],
-          [
-           "3_2",
-           51,
-           2752
-          ],
-          [
-           "3_2",
-           51,
-           2754
-          ],
-          [
-           "3_2",
-           51,
-           2755
-          ],
-          [
-           "3_2",
-           52,
-           2756
-          ],
-          [
-           "3_2",
-           52,
-           2757
-          ],
-          [
-           "3_2",
-           52,
-           2758
-          ],
-          [
-           "3_2",
-           52,
-           2759
-          ],
-          [
-           "3_2",
-           52,
-           2760
-          ],
-          [
-           "3_2",
-           53,
-           2761
-          ],
-          [
-           "3_2",
-           53,
-           2762
-          ],
-          [
-           "3_2",
-           53,
-           2764
-          ],
-          [
-           "3_2",
-           53,
-           2765
-          ],
-          [
-           "3_2",
-           54,
-           2766
-          ],
-          [
-           "3_2",
-           54,
-           2767
-          ],
-          [
-           "3_2",
-           54,
-           2768
-          ],
-          [
-           "3_2",
-           55,
-           2771
-          ],
-          [
-           "3_2",
-           55,
-           2772
-          ],
-          [
-           "3_2",
-           55,
-           2774
-          ],
-          [
-           "3_2",
-           55,
-           2775
-          ],
-          [
-           "3_2",
-           56,
-           2776
-          ],
-          [
-           "3_2",
-           56,
-           2778
-          ],
-          [
-           "3_2",
-           56,
-           2779
-          ],
-          [
-           "3_2",
-           57,
-           2781
-          ],
-          [
-           "3_2",
-           57,
-           2782
-          ],
-          [
-           "3_2",
-           57,
-           2783
-          ],
-          [
-           "3_2",
-           57,
-           2784
-          ],
-          [
-           "3_2",
-           58,
-           2787
-          ],
-          [
-           "3_2",
-           58,
-           2789
-          ],
-          [
-           "3_2",
-           58,
-           2790
-          ],
-          [
-           "3_2",
-           59,
-           2793
-          ],
-          [
-           "3_2",
-           59,
-           2795
-          ],
-          [
-           "3_2",
-           60,
-           2796
-          ],
-          [
-           "3_2",
-           60,
-           2797
-          ],
-          [
-           "3_2",
-           60,
-           2798
-          ],
-          [
-           "3_2",
-           60,
-           2799
-          ],
-          [
-           "3_2",
-           61,
-           2802
-          ],
-          [
-           "3_2",
-           61,
-           2804
-          ],
-          [
-           "3_2",
-           62,
-           2806
-          ],
-          [
-           "3_2",
-           62,
-           2808
-          ],
-          [
-           "3_2",
-           62,
-           2809
-          ],
-          [
-           "3_2",
-           63,
-           2812
-          ],
-          [
-           "3_2",
-           63,
-           2813
-          ],
-          [
-           "3_2",
-           63,
-           2814
-          ],
-          [
-           "3_2",
-           63,
-           2815
-          ],
-          [
-           "3_2",
-           64,
-           2816
-          ],
-          [
-           "3_2",
-           64,
-           2817
-          ],
-          [
-           "3_2",
-           64,
-           2818
-          ],
-          [
-           "3_2",
-           64,
-           2819
-          ],
-          [
-           "3_2",
-           64,
-           2820
-          ],
-          [
-           "3_2",
-           65,
-           2821
-          ],
-          [
-           "3_2",
-           65,
-           2822
-          ],
-          [
-           "3_2",
-           65,
-           2823
-          ],
-          [
-           "3_2",
-           65,
-           2824
-          ],
-          [
-           "3_2",
-           66,
-           2826
-          ],
-          [
-           "3_2",
-           66,
-           2827
-          ],
-          [
-           "3_2",
-           66,
-           2828
-          ],
-          [
-           "3_2",
-           66,
-           2829
-          ],
-          [
-           "3_2",
-           67,
-           2831
-          ],
-          [
-           "3_2",
-           67,
-           2832
-          ],
-          [
-           "3_2",
-           67,
-           2834
-          ],
-          [
-           "3_2",
-           67,
-           2835
-          ],
-          [
-           "3_2",
-           68,
-           2837
-          ],
-          [
-           "3_2",
-           68,
-           2838
-          ],
-          [
-           "3_2",
-           68,
-           2839
-          ],
-          [
-           "3_2",
-           68,
-           2840
-          ],
-          [
-           "3_2",
-           69,
-           2841
-          ],
-          [
-           "3_2",
-           69,
-           2843
-          ],
-          [
-           "3_2",
-           69,
-           2845
-          ],
-          [
-           "3_2",
-           70,
-           2846
-          ],
-          [
-           "3_2",
-           70,
-           2848
-          ],
-          [
-           "3_2",
-           70,
-           2849
-          ],
-          [
-           "3_2",
-           70,
-           2850
-          ],
-          [
-           "3_2",
-           71,
-           2852
-          ],
-          [
-           "3_2",
-           71,
-           2853
-          ],
-          [
-           "3_2",
-           71,
-           2854
-          ],
-          [
-           "3_2",
-           71,
-           2855
-          ],
-          [
-           "3_2",
-           72,
-           2856
-          ],
-          [
-           "3_2",
-           72,
-           2857
-          ],
-          [
-           "3_2",
-           72,
-           2858
-          ],
-          [
-           "3_2",
-           72,
-           2859
-          ],
-          [
-           "3_2",
-           73,
-           2861
-          ],
-          [
-           "3_2",
-           73,
-           2863
-          ],
-          [
-           "3_2",
-           73,
-           2864
-          ],
-          [
-           "3_2",
-           73,
-           2865
-          ],
-          [
-           "3_2",
-           74,
-           2867
-          ],
-          [
-           "3_2",
-           74,
-           2869
-          ],
-          [
-           "3_2",
-           74,
-           2870
-          ],
-          [
-           "3_2",
-           75,
-           2871
-          ],
-          [
-           "3_2",
-           75,
-           2873
-          ],
-          [
-           "3_2",
-           75,
-           2874
-          ],
-          [
-           "3_2",
-           75,
-           2875
-          ],
-          [
-           "3_2",
-           76,
-           2876
-          ],
-          [
-           "3_2",
-           76,
-           2878
-          ],
-          [
-           "3_2",
-           76,
-           2879
-          ],
-          [
-           "3_2",
-           77,
-           2881
-          ],
-          [
-           "3_2",
-           77,
-           2883
-          ],
-          [
-           "3_2",
-           77,
-           2884
-          ],
-          [
-           "3_2",
-           77,
-           2885
-          ],
-          [
-           "3_2",
-           78,
-           2886
-          ],
-          [
-           "3_2",
-           78,
-           2887
-          ],
-          [
-           "3_2",
-           78,
-           2888
-          ],
-          [
-           "3_2",
-           78,
-           2890
-          ],
-          [
-           "3_2",
-           79,
-           2891
-          ],
-          [
-           "3_2",
-           79,
-           2892
-          ],
-          [
-           "3_2",
-           79,
-           2893
-          ],
-          [
-           "3_2",
-           79,
-           2894
-          ],
-          [
-           "3_2",
-           79,
-           2895
-          ],
-          [
-           "3_2",
-           80,
-           2896
-          ],
-          [
-           "3_2",
-           80,
-           2897
-          ],
-          [
-           "3_2",
-           80,
-           2898
-          ],
-          [
-           "3_2",
-           80,
-           2899
-          ],
-          [
-           "3_2",
-           80,
-           2900
-          ],
-          [
-           "3_2",
-           81,
-           2901
-          ],
-          [
-           "3_2",
-           81,
-           2902
-          ],
-          [
-           "3_2",
-           81,
-           2904
-          ],
-          [
-           "3_2",
-           82,
-           2906
-          ],
-          [
-           "3_2",
-           82,
-           2907
-          ],
-          [
-           "3_2",
-           82,
-           2909
-          ],
-          [
-           "3_2",
-           82,
-           2910
-          ],
-          [
-           "3_2",
-           83,
-           2911
-          ],
-          [
-           "3_2",
-           83,
-           2912
-          ],
-          [
-           "3_2",
-           83,
-           2913
-          ],
-          [
-           "3_2",
-           83,
-           2914
-          ],
-          [
-           "3_2",
-           83,
-           2915
-          ],
-          [
-           "3_2",
-           84,
-           2916
-          ],
-          [
-           "3_2",
-           84,
-           2919
-          ],
-          [
-           "3_2",
-           85,
-           2921
-          ],
-          [
-           "3_2",
-           85,
-           2922
-          ],
-          [
-           "3_2",
-           85,
-           2923
-          ],
-          [
-           "3_2",
-           85,
-           2924
-          ],
-          [
-           "3_2",
-           86,
-           2926
-          ],
-          [
-           "3_2",
-           86,
-           2928
-          ],
-          [
-           "3_2",
-           86,
-           2930
-          ],
-          [
-           "3_2",
-           87,
-           2932
-          ],
-          [
-           "3_2",
-           87,
-           2933
-          ],
-          [
-           "3_2",
-           87,
-           2934
-          ],
-          [
-           "3_2",
-           87,
-           2935
-          ],
-          [
-           "3_2",
-           88,
-           2936
-          ],
-          [
-           "3_2",
-           88,
-           2938
-          ],
-          [
-           "3_2",
-           88,
-           2939
-          ],
-          [
-           "3_2",
-           88,
-           2940
-          ],
-          [
-           "3_2",
-           89,
-           2941
-          ],
-          [
-           "3_2",
-           89,
-           2942
-          ],
-          [
-           "3_2",
-           89,
-           2943
-          ],
-          [
-           "3_2",
-           89,
-           2944
-          ],
-          [
-           "3_2",
-           89,
-           2945
-          ],
-          [
-           "3_2",
-           90,
-           2946
-          ],
-          [
-           "3_2",
-           90,
-           2947
-          ],
-          [
-           "3_2",
-           90,
-           2948
-          ],
-          [
-           "3_2",
-           90,
-           2949
-          ],
-          [
-           "3_2",
-           90,
-           2950
-          ],
-          [
-           "3_2",
-           91,
-           2951
-          ],
-          [
-           "3_2",
-           91,
-           2952
-          ],
-          [
-           "3_2",
-           91,
-           2953
-          ],
-          [
-           "3_2",
-           91,
-           2955
-          ],
-          [
-           "3_2",
-           92,
-           2956
-          ],
-          [
-           "3_2",
-           92,
-           2957
-          ],
-          [
-           "3_2",
-           92,
-           2959
-          ],
-          [
-           "3_2",
-           92,
-           2960
-          ],
-          [
-           "3_2",
-           93,
-           2961
-          ],
-          [
-           "3_2",
-           93,
-           2962
-          ],
-          [
-           "3_2",
-           93,
-           2963
-          ],
-          [
-           "3_2",
-           93,
-           2964
-          ],
-          [
-           "3_2",
-           93,
-           2965
-          ],
-          [
-           "3_2",
-           94,
-           2968
-          ],
-          [
-           "3_2",
-           94,
-           2969
-          ],
-          [
-           "3_2",
-           94,
-           2970
-          ],
-          [
-           "3_2",
-           95,
-           2973
-          ],
-          [
-           "3_2",
-           95,
-           2974
-          ],
-          [
-           "3_2",
-           95,
-           2975
-          ],
-          [
-           "3_2",
-           96,
-           2976
-          ],
-          [
-           "3_2",
-           96,
-           2977
-          ],
-          [
-           "3_2",
-           96,
-           2978
-          ],
-          [
-           "3_2",
-           96,
-           2979
-          ],
-          [
-           "3_2",
-           96,
-           2980
-          ],
-          [
-           "3_2",
-           97,
-           2982
-          ],
-          [
-           "3_2",
-           97,
-           2983
-          ],
-          [
-           "3_2",
-           98,
-           2986
-          ],
-          [
-           "3_2",
-           98,
-           2987
-          ],
-          [
-           "3_2",
-           98,
-           2988
-          ],
-          [
-           "3_2",
-           98,
-           2989
-          ],
-          [
-           "3_2",
-           98,
-           2990
-          ],
-          [
-           "3_2",
-           99,
-           2991
-          ],
-          [
-           "3_2",
-           99,
-           2992
-          ],
-          [
-           "3_2",
-           99,
-           2994
-          ],
-          [
-           "3_2",
-           99,
-           2995
-          ],
-          [
-           "3_2",
-           100,
-           2996
-          ],
-          [
-           "3_2",
-           100,
-           2997
-          ],
-          [
-           "3_2",
-           100,
-           2998
-          ],
-          [
-           "3_2",
-           100,
-           2999
-          ],
-          [
-           "3_2",
-           100,
-           3000
-          ]
-         ],
-         "hovertemplate": "<b>mR_3_2</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "mR_3_2",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x12",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y12"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "AwAiAIAAqQDLAM8A",
-          "dtype": "i2"
-         },
-         "xaxis": "x12",
-         "y": {
-          "bdata": "AAAAAACAIEC4HoXrUbgQQK5H4XoUrhNAFK5H4XoUFECuR+F6FK4bQArXo3A9ChxA",
-          "dtype": "f8"
-         },
-         "yaxis": "y12"
-        },
-        {
-         "customdata": [
-          [
-           "4_1",
-           1,
-           3001
-          ],
-          [
-           "4_1",
-           1,
-           3002
-          ],
-          [
-           "4_1",
-           1,
-           3003
-          ],
-          [
-           "4_1",
-           1,
-           3004
-          ],
-          [
-           "4_1",
-           1,
-           3005
-          ],
-          [
-           "4_1",
-           2,
-           3007
-          ],
-          [
-           "4_1",
-           2,
-           3009
-          ],
-          [
-           "4_1",
-           3,
-           3011
-          ],
-          [
-           "4_1",
-           3,
-           3012
-          ],
-          [
-           "4_1",
-           3,
-           3013
-          ],
-          [
-           "4_1",
-           3,
-           3014
-          ],
-          [
-           "4_1",
-           3,
-           3015
-          ],
-          [
-           "4_1",
-           4,
-           3016
-          ],
-          [
-           "4_1",
-           4,
-           3017
-          ],
-          [
-           "4_1",
-           4,
-           3019
-          ],
-          [
-           "4_1",
-           4,
-           3020
-          ],
-          [
-           "4_1",
-           5,
-           3021
-          ],
-          [
-           "4_1",
-           5,
-           3022
-          ],
-          [
-           "4_1",
-           5,
-           3023
-          ],
-          [
-           "4_1",
-           5,
-           3024
-          ],
-          [
-           "4_1",
-           5,
-           3025
-          ],
-          [
-           "4_1",
-           6,
-           3026
-          ],
-          [
-           "4_1",
-           6,
-           3027
-          ],
-          [
-           "4_1",
-           6,
-           3028
-          ],
-          [
-           "4_1",
-           6,
-           3029
-          ],
-          [
-           "4_1",
-           6,
-           3030
-          ],
-          [
-           "4_1",
-           7,
-           3031
-          ],
-          [
-           "4_1",
-           7,
-           3034
-          ],
-          [
-           "4_1",
-           7,
-           3035
-          ],
-          [
-           "4_1",
-           8,
-           3036
-          ],
-          [
-           "4_1",
-           8,
-           3037
-          ],
-          [
-           "4_1",
-           8,
-           3038
-          ],
-          [
-           "4_1",
-           8,
-           3039
-          ],
-          [
-           "4_1",
-           8,
-           3040
-          ],
-          [
-           "4_1",
-           9,
-           3041
-          ],
-          [
-           "4_1",
-           9,
-           3042
-          ],
-          [
-           "4_1",
-           9,
-           3043
-          ],
-          [
-           "4_1",
-           9,
-           3044
-          ],
-          [
-           "4_1",
-           10,
-           3046
-          ],
-          [
-           "4_1",
-           10,
-           3047
-          ],
-          [
-           "4_1",
-           10,
-           3048
-          ],
-          [
-           "4_1",
-           10,
-           3049
-          ],
-          [
-           "4_1",
-           10,
-           3050
-          ],
-          [
-           "4_1",
-           11,
-           3052
-          ],
-          [
-           "4_1",
-           11,
-           3053
-          ],
-          [
-           "4_1",
-           11,
-           3054
-          ],
-          [
-           "4_1",
-           11,
-           3055
-          ],
-          [
-           "4_1",
-           12,
-           3056
-          ],
-          [
-           "4_1",
-           12,
-           3057
-          ],
-          [
-           "4_1",
-           12,
-           3058
-          ],
-          [
-           "4_1",
-           12,
-           3059
-          ],
-          [
-           "4_1",
-           13,
-           3061
-          ],
-          [
-           "4_1",
-           14,
-           3066
-          ],
-          [
-           "4_1",
-           14,
-           3067
-          ],
-          [
-           "4_1",
-           14,
-           3068
-          ],
-          [
-           "4_1",
-           15,
-           3071
-          ],
-          [
-           "4_1",
-           15,
-           3073
-          ],
-          [
-           "4_1",
-           15,
-           3075
-          ],
-          [
-           "4_1",
-           16,
-           3076
-          ],
-          [
-           "4_1",
-           16,
-           3077
-          ],
-          [
-           "4_1",
-           16,
-           3078
-          ],
-          [
-           "4_1",
-           16,
-           3079
-          ],
-          [
-           "4_1",
-           16,
-           3080
-          ],
-          [
-           "4_1",
-           17,
-           3081
-          ],
-          [
-           "4_1",
-           17,
-           3082
-          ],
-          [
-           "4_1",
-           17,
-           3083
-          ],
-          [
-           "4_1",
-           17,
-           3084
-          ],
-          [
-           "4_1",
-           17,
-           3085
-          ],
-          [
-           "4_1",
-           18,
-           3088
-          ],
-          [
-           "4_1",
-           18,
-           3090
-          ],
-          [
-           "4_1",
-           19,
-           3091
-          ],
-          [
-           "4_1",
-           19,
-           3092
-          ],
-          [
-           "4_1",
-           19,
-           3093
-          ],
-          [
-           "4_1",
-           19,
-           3094
-          ],
-          [
-           "4_1",
-           19,
-           3095
-          ],
-          [
-           "4_1",
-           20,
-           3096
-          ],
-          [
-           "4_1",
-           20,
-           3098
-          ],
-          [
-           "4_1",
-           20,
-           3099
-          ],
-          [
-           "4_1",
-           20,
-           3100
-          ],
-          [
-           "4_1",
-           21,
-           3101
-          ],
-          [
-           "4_1",
-           21,
-           3103
-          ],
-          [
-           "4_1",
-           21,
-           3105
-          ],
-          [
-           "4_1",
-           22,
-           3107
-          ],
-          [
-           "4_1",
-           22,
-           3108
-          ],
-          [
-           "4_1",
-           22,
-           3109
-          ],
-          [
-           "4_1",
-           22,
-           3110
-          ],
-          [
-           "4_1",
-           23,
-           3111
-          ],
-          [
-           "4_1",
-           23,
-           3113
-          ],
-          [
-           "4_1",
-           24,
-           3118
-          ],
-          [
-           "4_1",
-           24,
-           3119
-          ],
-          [
-           "4_1",
-           24,
-           3120
-          ],
-          [
-           "4_1",
-           25,
-           3123
-          ],
-          [
-           "4_1",
-           25,
-           3124
-          ],
-          [
-           "4_1",
-           25,
-           3125
-          ],
-          [
-           "4_1",
-           26,
-           3126
-          ],
-          [
-           "4_1",
-           26,
-           3127
-          ],
-          [
-           "4_1",
-           26,
-           3128
-          ],
-          [
-           "4_1",
-           26,
-           3129
-          ],
-          [
-           "4_1",
-           26,
-           3130
-          ],
-          [
-           "4_1",
-           27,
-           3131
-          ],
-          [
-           "4_1",
-           27,
-           3132
-          ],
-          [
-           "4_1",
-           27,
-           3133
-          ],
-          [
-           "4_1",
-           27,
-           3134
-          ],
-          [
-           "4_1",
-           27,
-           3135
-          ],
-          [
-           "4_1",
-           28,
-           3136
-          ],
-          [
-           "4_1",
-           28,
-           3137
-          ],
-          [
-           "4_1",
-           28,
-           3138
-          ],
-          [
-           "4_1",
-           28,
-           3140
-          ],
-          [
-           "4_1",
-           29,
-           3142
-          ],
-          [
-           "4_1",
-           29,
-           3143
-          ],
-          [
-           "4_1",
-           29,
-           3144
-          ],
-          [
-           "4_1",
-           30,
-           3146
-          ],
-          [
-           "4_1",
-           30,
-           3147
-          ],
-          [
-           "4_1",
-           30,
-           3148
-          ],
-          [
-           "4_1",
-           30,
-           3149
-          ],
-          [
-           "4_1",
-           30,
-           3150
-          ],
-          [
-           "4_1",
-           31,
-           3151
-          ],
-          [
-           "4_1",
-           31,
-           3152
-          ],
-          [
-           "4_1",
-           31,
-           3153
-          ],
-          [
-           "4_1",
-           32,
-           3157
-          ],
-          [
-           "4_1",
-           33,
-           3161
-          ],
-          [
-           "4_1",
-           33,
-           3162
-          ],
-          [
-           "4_1",
-           33,
-           3164
-          ],
-          [
-           "4_1",
-           33,
-           3165
-          ],
-          [
-           "4_1",
-           34,
-           3166
-          ],
-          [
-           "4_1",
-           34,
-           3168
-          ],
-          [
-           "4_1",
-           34,
-           3169
-          ],
-          [
-           "4_1",
-           35,
-           3171
-          ],
-          [
-           "4_1",
-           35,
-           3172
-          ],
-          [
-           "4_1",
-           35,
-           3173
-          ],
-          [
-           "4_1",
-           35,
-           3174
-          ],
-          [
-           "4_1",
-           35,
-           3175
-          ],
-          [
-           "4_1",
-           36,
-           3176
-          ],
-          [
-           "4_1",
-           36,
-           3177
-          ],
-          [
-           "4_1",
-           36,
-           3178
-          ],
-          [
-           "4_1",
-           36,
-           3179
-          ],
-          [
-           "4_1",
-           36,
-           3180
-          ],
-          [
-           "4_1",
-           37,
-           3182
-          ],
-          [
-           "4_1",
-           37,
-           3184
-          ],
-          [
-           "4_1",
-           38,
-           3186
-          ],
-          [
-           "4_1",
-           38,
-           3187
-          ],
-          [
-           "4_1",
-           38,
-           3188
-          ],
-          [
-           "4_1",
-           38,
-           3190
-          ],
-          [
-           "4_1",
-           39,
-           3192
-          ],
-          [
-           "4_1",
-           39,
-           3193
-          ],
-          [
-           "4_1",
-           39,
-           3194
-          ],
-          [
-           "4_1",
-           39,
-           3195
-          ],
-          [
-           "4_1",
-           40,
-           3199
-          ],
-          [
-           "4_1",
-           41,
-           3201
-          ],
-          [
-           "4_1",
-           41,
-           3202
-          ],
-          [
-           "4_1",
-           41,
-           3203
-          ],
-          [
-           "4_1",
-           41,
-           3204
-          ],
-          [
-           "4_1",
-           42,
-           3206
-          ],
-          [
-           "4_1",
-           42,
-           3207
-          ],
-          [
-           "4_1",
-           42,
-           3208
-          ],
-          [
-           "4_1",
-           42,
-           3209
-          ],
-          [
-           "4_1",
-           42,
-           3210
-          ],
-          [
-           "4_1",
-           43,
-           3211
-          ],
-          [
-           "4_1",
-           43,
-           3213
-          ],
-          [
-           "4_1",
-           43,
-           3214
-          ],
-          [
-           "4_1",
-           44,
-           3217
-          ],
-          [
-           "4_1",
-           44,
-           3218
-          ],
-          [
-           "4_1",
-           44,
-           3219
-          ],
-          [
-           "4_1",
-           44,
-           3220
-          ],
-          [
-           "4_1",
-           45,
-           3221
-          ],
-          [
-           "4_1",
-           45,
-           3222
-          ],
-          [
-           "4_1",
-           45,
-           3223
-          ],
-          [
-           "4_1",
-           45,
-           3224
-          ],
-          [
-           "4_1",
-           45,
-           3225
-          ],
-          [
-           "4_1",
-           46,
-           3226
-          ],
-          [
-           "4_1",
-           46,
-           3227
-          ],
-          [
-           "4_1",
-           46,
-           3228
-          ],
-          [
-           "4_1",
-           46,
-           3229
-          ],
-          [
-           "4_1",
-           47,
-           3231
-          ],
-          [
-           "4_1",
-           47,
-           3232
-          ],
-          [
-           "4_1",
-           47,
-           3233
-          ],
-          [
-           "4_1",
-           47,
-           3234
-          ],
-          [
-           "4_1",
-           47,
-           3235
-          ],
-          [
-           "4_1",
-           48,
-           3237
-          ],
-          [
-           "4_1",
-           48,
-           3238
-          ],
-          [
-           "4_1",
-           48,
-           3239
-          ],
-          [
-           "4_1",
-           49,
-           3241
-          ],
-          [
-           "4_1",
-           49,
-           3242
-          ],
-          [
-           "4_1",
-           49,
-           3244
-          ],
-          [
-           "4_1",
-           50,
-           3246
-          ],
-          [
-           "4_1",
-           50,
-           3247
-          ],
-          [
-           "4_1",
-           50,
-           3248
-          ],
-          [
-           "4_1",
-           50,
-           3250
-          ],
-          [
-           "4_1",
-           51,
-           3253
-          ],
-          [
-           "4_1",
-           51,
-           3254
-          ],
-          [
-           "4_1",
-           51,
-           3255
-          ],
-          [
-           "4_1",
-           52,
-           3256
-          ],
-          [
-           "4_1",
-           52,
-           3257
-          ],
-          [
-           "4_1",
-           52,
-           3258
-          ],
-          [
-           "4_1",
-           52,
-           3259
-          ],
-          [
-           "4_1",
-           52,
-           3260
-          ],
-          [
-           "4_1",
-           53,
-           3261
-          ],
-          [
-           "4_1",
-           53,
-           3262
-          ],
-          [
-           "4_1",
-           53,
-           3263
-          ],
-          [
-           "4_1",
-           53,
-           3264
-          ],
-          [
-           "4_1",
-           54,
-           3267
-          ],
-          [
-           "4_1",
-           54,
-           3269
-          ],
-          [
-           "4_1",
-           54,
-           3270
-          ],
-          [
-           "4_1",
-           55,
-           3271
-          ],
-          [
-           "4_1",
-           55,
-           3272
-          ],
-          [
-           "4_1",
-           55,
-           3273
-          ],
-          [
-           "4_1",
-           55,
-           3274
-          ],
-          [
-           "4_1",
-           55,
-           3275
-          ],
-          [
-           "4_1",
-           56,
-           3276
-          ],
-          [
-           "4_1",
-           56,
-           3277
-          ],
-          [
-           "4_1",
-           56,
-           3278
-          ],
-          [
-           "4_1",
-           56,
-           3279
-          ],
-          [
-           "4_1",
-           56,
-           3280
-          ],
-          [
-           "4_1",
-           57,
-           3281
-          ],
-          [
-           "4_1",
-           57,
-           3282
-          ],
-          [
-           "4_1",
-           57,
-           3283
-          ],
-          [
-           "4_1",
-           57,
-           3284
-          ],
-          [
-           "4_1",
-           58,
-           3286
-          ],
-          [
-           "4_1",
-           58,
-           3287
-          ],
-          [
-           "4_1",
-           58,
-           3288
-          ],
-          [
-           "4_1",
-           58,
-           3289
-          ],
-          [
-           "4_1",
-           59,
-           3291
-          ],
-          [
-           "4_1",
-           59,
-           3292
-          ],
-          [
-           "4_1",
-           59,
-           3294
-          ],
-          [
-           "4_1",
-           60,
-           3297
-          ],
-          [
-           "4_1",
-           60,
-           3298
-          ],
-          [
-           "4_1",
-           60,
-           3299
-          ],
-          [
-           "4_1",
-           60,
-           3300
-          ],
-          [
-           "4_1",
-           61,
-           3301
-          ],
-          [
-           "4_1",
-           61,
-           3303
-          ],
-          [
-           "4_1",
-           61,
-           3304
-          ],
-          [
-           "4_1",
-           61,
-           3305
-          ],
-          [
-           "4_1",
-           62,
-           3306
-          ],
-          [
-           "4_1",
-           62,
-           3308
-          ],
-          [
-           "4_1",
-           62,
-           3310
-          ],
-          [
-           "4_1",
-           63,
-           3311
-          ],
-          [
-           "4_1",
-           63,
-           3313
-          ],
-          [
-           "4_1",
-           63,
-           3314
-          ],
-          [
-           "4_1",
-           63,
-           3315
-          ],
-          [
-           "4_1",
-           64,
-           3316
-          ],
-          [
-           "4_1",
-           64,
-           3318
-          ],
-          [
-           "4_1",
-           64,
-           3319
-          ],
-          [
-           "4_1",
-           64,
-           3320
-          ],
-          [
-           "4_1",
-           65,
-           3322
-          ],
-          [
-           "4_1",
-           65,
-           3325
-          ],
-          [
-           "4_1",
-           66,
-           3326
-          ],
-          [
-           "4_1",
-           66,
-           3327
-          ],
-          [
-           "4_1",
-           66,
-           3328
-          ],
-          [
-           "4_1",
-           66,
-           3329
-          ],
-          [
-           "4_1",
-           67,
-           3331
-          ],
-          [
-           "4_1",
-           67,
-           3332
-          ],
-          [
-           "4_1",
-           67,
-           3333
-          ],
-          [
-           "4_1",
-           67,
-           3334
-          ],
-          [
-           "4_1",
-           67,
-           3335
-          ],
-          [
-           "4_1",
-           68,
-           3336
-          ],
-          [
-           "4_1",
-           68,
-           3337
-          ],
-          [
-           "4_1",
-           68,
-           3338
-          ],
-          [
-           "4_1",
-           68,
-           3339
-          ],
-          [
-           "4_1",
-           68,
-           3340
-          ],
-          [
-           "4_1",
-           69,
-           3341
-          ],
-          [
-           "4_1",
-           69,
-           3342
-          ],
-          [
-           "4_1",
-           69,
-           3345
-          ],
-          [
-           "4_1",
-           70,
-           3346
-          ],
-          [
-           "4_1",
-           70,
-           3348
-          ],
-          [
-           "4_1",
-           70,
-           3350
-          ],
-          [
-           "4_1",
-           71,
-           3351
-          ],
-          [
-           "4_1",
-           71,
-           3352
-          ],
-          [
-           "4_1",
-           71,
-           3353
-          ],
-          [
-           "4_1",
-           71,
-           3354
-          ],
-          [
-           "4_1",
-           71,
-           3355
-          ],
-          [
-           "4_1",
-           72,
-           3357
-          ],
-          [
-           "4_1",
-           72,
-           3359
-          ],
-          [
-           "4_1",
-           72,
-           3360
-          ],
-          [
-           "4_1",
-           73,
-           3361
-          ],
-          [
-           "4_1",
-           73,
-           3363
-          ],
-          [
-           "4_1",
-           73,
-           3365
-          ],
-          [
-           "4_1",
-           74,
-           3366
-          ],
-          [
-           "4_1",
-           74,
-           3367
-          ],
-          [
-           "4_1",
-           74,
-           3368
-          ],
-          [
-           "4_1",
-           74,
-           3369
-          ],
-          [
-           "4_1",
-           74,
-           3370
-          ],
-          [
-           "4_1",
-           75,
-           3371
-          ],
-          [
-           "4_1",
-           75,
-           3374
-          ],
-          [
-           "4_1",
-           75,
-           3375
-          ],
-          [
-           "4_1",
-           76,
-           3376
-          ],
-          [
-           "4_1",
-           76,
-           3377
-          ],
-          [
-           "4_1",
-           76,
-           3379
-          ],
-          [
-           "4_1",
-           76,
-           3380
-          ],
-          [
-           "4_1",
-           77,
-           3381
-          ],
-          [
-           "4_1",
-           77,
-           3384
-          ],
-          [
-           "4_1",
-           77,
-           3385
-          ],
-          [
-           "4_1",
-           78,
-           3386
-          ],
-          [
-           "4_1",
-           78,
-           3387
-          ],
-          [
-           "4_1",
-           78,
-           3389
-          ],
-          [
-           "4_1",
-           79,
-           3391
-          ],
-          [
-           "4_1",
-           79,
-           3392
-          ],
-          [
-           "4_1",
-           79,
-           3393
-          ],
-          [
-           "4_1",
-           80,
-           3396
-          ],
-          [
-           "4_1",
-           80,
-           3397
-          ],
-          [
-           "4_1",
-           80,
-           3398
-          ],
-          [
-           "4_1",
-           80,
-           3399
-          ],
-          [
-           "4_1",
-           80,
-           3400
-          ],
-          [
-           "4_1",
-           81,
-           3401
-          ],
-          [
-           "4_1",
-           81,
-           3402
-          ],
-          [
-           "4_1",
-           81,
-           3403
-          ],
-          [
-           "4_1",
-           81,
-           3404
-          ],
-          [
-           "4_1",
-           81,
-           3405
-          ],
-          [
-           "4_1",
-           82,
-           3406
-          ],
-          [
-           "4_1",
-           82,
-           3407
-          ],
-          [
-           "4_1",
-           82,
-           3408
-          ],
-          [
-           "4_1",
-           82,
-           3409
-          ],
-          [
-           "4_1",
-           82,
-           3410
-          ],
-          [
-           "4_1",
-           83,
-           3411
-          ],
-          [
-           "4_1",
-           83,
-           3412
-          ],
-          [
-           "4_1",
-           83,
-           3413
-          ],
-          [
-           "4_1",
-           83,
-           3414
-          ],
-          [
-           "4_1",
-           84,
-           3416
-          ],
-          [
-           "4_1",
-           84,
-           3417
-          ],
-          [
-           "4_1",
-           84,
-           3418
-          ],
-          [
-           "4_1",
-           84,
-           3419
-          ],
-          [
-           "4_1",
-           84,
-           3420
-          ],
-          [
-           "4_1",
-           85,
-           3422
-          ],
-          [
-           "4_1",
-           85,
-           3423
-          ],
-          [
-           "4_1",
-           85,
-           3424
-          ],
-          [
-           "4_1",
-           86,
-           3427
-          ],
-          [
-           "4_1",
-           86,
-           3428
-          ],
-          [
-           "4_1",
-           86,
-           3429
-          ],
-          [
-           "4_1",
-           86,
-           3430
-          ],
-          [
-           "4_1",
-           87,
-           3432
-          ],
-          [
-           "4_1",
-           87,
-           3433
-          ],
-          [
-           "4_1",
-           87,
-           3434
-          ],
-          [
-           "4_1",
-           87,
-           3435
-          ],
-          [
-           "4_1",
-           88,
-           3436
-          ],
-          [
-           "4_1",
-           88,
-           3438
-          ],
-          [
-           "4_1",
-           88,
-           3439
-          ],
-          [
-           "4_1",
-           88,
-           3440
-          ],
-          [
-           "4_1",
-           89,
-           3442
-          ],
-          [
-           "4_1",
-           89,
-           3444
-          ],
-          [
-           "4_1",
-           89,
-           3445
-          ],
-          [
-           "4_1",
-           90,
-           3446
-          ],
-          [
-           "4_1",
-           90,
-           3448
-          ],
-          [
-           "4_1",
-           90,
-           3449
-          ],
-          [
-           "4_1",
-           90,
-           3450
-          ],
-          [
-           "4_1",
-           91,
-           3454
-          ],
-          [
-           "4_1",
-           92,
-           3456
-          ],
-          [
-           "4_1",
-           92,
-           3458
-          ],
-          [
-           "4_1",
-           92,
-           3459
-          ],
-          [
-           "4_1",
-           92,
-           3460
-          ],
-          [
-           "4_1",
-           93,
-           3464
-          ],
-          [
-           "4_1",
-           93,
-           3465
-          ],
-          [
-           "4_1",
-           94,
-           3466
-          ],
-          [
-           "4_1",
-           94,
-           3468
-          ],
-          [
-           "4_1",
-           94,
-           3469
-          ],
-          [
-           "4_1",
-           94,
-           3470
-          ],
-          [
-           "4_1",
-           95,
-           3471
-          ],
-          [
-           "4_1",
-           95,
-           3472
-          ],
-          [
-           "4_1",
-           95,
-           3473
-          ],
-          [
-           "4_1",
-           95,
-           3475
-          ],
-          [
-           "4_1",
-           96,
-           3476
-          ],
-          [
-           "4_1",
-           96,
-           3477
-          ],
-          [
-           "4_1",
-           96,
-           3478
-          ],
-          [
-           "4_1",
-           96,
-           3480
-          ],
-          [
-           "4_1",
-           97,
-           3481
-          ],
-          [
-           "4_1",
-           97,
-           3482
-          ],
-          [
-           "4_1",
-           97,
-           3483
-          ],
-          [
-           "4_1",
-           97,
-           3484
-          ],
-          [
-           "4_1",
-           98,
-           3486
-          ],
-          [
-           "4_1",
-           98,
-           3488
-          ],
-          [
-           "4_1",
-           98,
-           3489
-          ],
-          [
-           "4_1",
-           98,
-           3490
-          ],
-          [
-           "4_1",
-           99,
-           3491
-          ],
-          [
-           "4_1",
-           99,
-           3494
-          ],
-          [
-           "4_1",
-           99,
-           3495
-          ],
-          [
-           "4_1",
-           100,
-           3496
-          ],
-          [
-           "4_1",
-           100,
-           3498
-          ],
-          [
-           "4_1",
-           100,
-           3499
-          ],
-          [
-           "4_1",
-           100,
-           3500
-          ]
-         ],
-         "hovertemplate": "<b>X_4_1</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "X_4_1",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x13",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y13"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "BQAGAAgAZQBpAGwAfgCGAJYAogCjALcA8ABQAXIBdAE=",
-          "dtype": "i2"
-         },
-         "xaxis": "x13",
-         "y": {
-          "bdata": "7FG4HoVLbUC4HoXrUVBtQI/C9ShcH21AFK5H4XoUbkDXo3A9CiduQHsUrkfhEm5ArkfhehQmbkAAAAAAABBuQArXo3A9Mm5ArkfhehQ2bUDD9ShcjyptQArXo3A9Om1AXI/C9ShEbUD2KFyPwhVuQBSuR+F6FG5AcT0K16MQbkA=",
-          "dtype": "f8"
-         },
-         "yaxis": "y13"
-        },
-        {
-         "customdata": [
-          [
-           "4_1",
-           1,
-           3002
-          ],
-          [
-           "4_1",
-           1,
-           3003
-          ],
-          [
-           "4_1",
-           1,
-           3004
-          ],
-          [
-           "4_1",
-           1,
-           3005
-          ],
-          [
-           "4_1",
-           2,
-           3007
-          ],
-          [
-           "4_1",
-           2,
-           3009
-          ],
-          [
-           "4_1",
-           3,
-           3011
-          ],
-          [
-           "4_1",
-           3,
-           3012
-          ],
-          [
-           "4_1",
-           3,
-           3013
-          ],
-          [
-           "4_1",
-           3,
-           3014
-          ],
-          [
-           "4_1",
-           3,
-           3015
-          ],
-          [
-           "4_1",
-           4,
-           3016
-          ],
-          [
-           "4_1",
-           4,
-           3017
-          ],
-          [
-           "4_1",
-           4,
-           3019
-          ],
-          [
-           "4_1",
-           4,
-           3020
-          ],
-          [
-           "4_1",
-           5,
-           3021
-          ],
-          [
-           "4_1",
-           5,
-           3022
-          ],
-          [
-           "4_1",
-           5,
-           3023
-          ],
-          [
-           "4_1",
-           5,
-           3024
-          ],
-          [
-           "4_1",
-           5,
-           3025
-          ],
-          [
-           "4_1",
-           6,
-           3026
-          ],
-          [
-           "4_1",
-           6,
-           3027
-          ],
-          [
-           "4_1",
-           6,
-           3028
-          ],
-          [
-           "4_1",
-           6,
-           3029
-          ],
-          [
-           "4_1",
-           6,
-           3030
-          ],
-          [
-           "4_1",
-           7,
-           3031
-          ],
-          [
-           "4_1",
-           7,
-           3034
-          ],
-          [
-           "4_1",
-           7,
-           3035
-          ],
-          [
-           "4_1",
-           8,
-           3036
-          ],
-          [
-           "4_1",
-           8,
-           3037
-          ],
-          [
-           "4_1",
-           8,
-           3038
-          ],
-          [
-           "4_1",
-           8,
-           3039
-          ],
-          [
-           "4_1",
-           8,
-           3040
-          ],
-          [
-           "4_1",
-           9,
-           3041
-          ],
-          [
-           "4_1",
-           9,
-           3042
-          ],
-          [
-           "4_1",
-           9,
-           3043
-          ],
-          [
-           "4_1",
-           9,
-           3044
-          ],
-          [
-           "4_1",
-           10,
-           3046
-          ],
-          [
-           "4_1",
-           10,
-           3047
-          ],
-          [
-           "4_1",
-           10,
-           3048
-          ],
-          [
-           "4_1",
-           10,
-           3049
-          ],
-          [
-           "4_1",
-           10,
-           3050
-          ],
-          [
-           "4_1",
-           11,
-           3052
-          ],
-          [
-           "4_1",
-           11,
-           3053
-          ],
-          [
-           "4_1",
-           11,
-           3054
-          ],
-          [
-           "4_1",
-           11,
-           3055
-          ],
-          [
-           "4_1",
-           12,
-           3056
-          ],
-          [
-           "4_1",
-           12,
-           3057
-          ],
-          [
-           "4_1",
-           12,
-           3058
-          ],
-          [
-           "4_1",
-           12,
-           3059
-          ],
-          [
-           "4_1",
-           13,
-           3061
-          ],
-          [
-           "4_1",
-           14,
-           3066
-          ],
-          [
-           "4_1",
-           14,
-           3067
-          ],
-          [
-           "4_1",
-           14,
-           3068
-          ],
-          [
-           "4_1",
-           15,
-           3071
-          ],
-          [
-           "4_1",
-           15,
-           3073
-          ],
-          [
-           "4_1",
-           15,
-           3075
-          ],
-          [
-           "4_1",
-           16,
-           3076
-          ],
-          [
-           "4_1",
-           16,
-           3077
-          ],
-          [
-           "4_1",
-           16,
-           3078
-          ],
-          [
-           "4_1",
-           16,
-           3079
-          ],
-          [
-           "4_1",
-           16,
-           3080
-          ],
-          [
-           "4_1",
-           17,
-           3081
-          ],
-          [
-           "4_1",
-           17,
-           3082
-          ],
-          [
-           "4_1",
-           17,
-           3083
-          ],
-          [
-           "4_1",
-           17,
-           3084
-          ],
-          [
-           "4_1",
-           17,
-           3085
-          ],
-          [
-           "4_1",
-           18,
-           3088
-          ],
-          [
-           "4_1",
-           18,
-           3090
-          ],
-          [
-           "4_1",
-           19,
-           3091
-          ],
-          [
-           "4_1",
-           19,
-           3092
-          ],
-          [
-           "4_1",
-           19,
-           3093
-          ],
-          [
-           "4_1",
-           19,
-           3094
-          ],
-          [
-           "4_1",
-           19,
-           3095
-          ],
-          [
-           "4_1",
-           20,
-           3096
-          ],
-          [
-           "4_1",
-           20,
-           3098
-          ],
-          [
-           "4_1",
-           20,
-           3099
-          ],
-          [
-           "4_1",
-           20,
-           3100
-          ],
-          [
-           "4_1",
-           21,
-           3101
-          ],
-          [
-           "4_1",
-           21,
-           3103
-          ],
-          [
-           "4_1",
-           21,
-           3105
-          ],
-          [
-           "4_1",
-           22,
-           3107
-          ],
-          [
-           "4_1",
-           22,
-           3108
-          ],
-          [
-           "4_1",
-           22,
-           3109
-          ],
-          [
-           "4_1",
-           22,
-           3110
-          ],
-          [
-           "4_1",
-           23,
-           3111
-          ],
-          [
-           "4_1",
-           23,
-           3113
-          ],
-          [
-           "4_1",
-           24,
-           3118
-          ],
-          [
-           "4_1",
-           24,
-           3119
-          ],
-          [
-           "4_1",
-           24,
-           3120
-          ],
-          [
-           "4_1",
-           25,
-           3123
-          ],
-          [
-           "4_1",
-           25,
-           3124
-          ],
-          [
-           "4_1",
-           25,
-           3125
-          ],
-          [
-           "4_1",
-           26,
-           3126
-          ],
-          [
-           "4_1",
-           26,
-           3127
-          ],
-          [
-           "4_1",
-           26,
-           3128
-          ],
-          [
-           "4_1",
-           26,
-           3129
-          ],
-          [
-           "4_1",
-           26,
-           3130
-          ],
-          [
-           "4_1",
-           27,
-           3131
-          ],
-          [
-           "4_1",
-           27,
-           3132
-          ],
-          [
-           "4_1",
-           27,
-           3133
-          ],
-          [
-           "4_1",
-           27,
-           3134
-          ],
-          [
-           "4_1",
-           27,
-           3135
-          ],
-          [
-           "4_1",
-           28,
-           3136
-          ],
-          [
-           "4_1",
-           28,
-           3137
-          ],
-          [
-           "4_1",
-           28,
-           3138
-          ],
-          [
-           "4_1",
-           28,
-           3140
-          ],
-          [
-           "4_1",
-           29,
-           3142
-          ],
-          [
-           "4_1",
-           29,
-           3143
-          ],
-          [
-           "4_1",
-           29,
-           3144
-          ],
-          [
-           "4_1",
-           30,
-           3146
-          ],
-          [
-           "4_1",
-           30,
-           3147
-          ],
-          [
-           "4_1",
-           30,
-           3148
-          ],
-          [
-           "4_1",
-           30,
-           3149
-          ],
-          [
-           "4_1",
-           30,
-           3150
-          ],
-          [
-           "4_1",
-           31,
-           3151
-          ],
-          [
-           "4_1",
-           31,
-           3152
-          ],
-          [
-           "4_1",
-           31,
-           3153
-          ],
-          [
-           "4_1",
-           32,
-           3157
-          ],
-          [
-           "4_1",
-           33,
-           3161
-          ],
-          [
-           "4_1",
-           33,
-           3162
-          ],
-          [
-           "4_1",
-           33,
-           3164
-          ],
-          [
-           "4_1",
-           33,
-           3165
-          ],
-          [
-           "4_1",
-           34,
-           3166
-          ],
-          [
-           "4_1",
-           34,
-           3168
-          ],
-          [
-           "4_1",
-           34,
-           3169
-          ],
-          [
-           "4_1",
-           35,
-           3171
-          ],
-          [
-           "4_1",
-           35,
-           3172
-          ],
-          [
-           "4_1",
-           35,
-           3173
-          ],
-          [
-           "4_1",
-           35,
-           3174
-          ],
-          [
-           "4_1",
-           35,
-           3175
-          ],
-          [
-           "4_1",
-           36,
-           3176
-          ],
-          [
-           "4_1",
-           36,
-           3177
-          ],
-          [
-           "4_1",
-           36,
-           3178
-          ],
-          [
-           "4_1",
-           36,
-           3179
-          ],
-          [
-           "4_1",
-           36,
-           3180
-          ],
-          [
-           "4_1",
-           37,
-           3182
-          ],
-          [
-           "4_1",
-           37,
-           3184
-          ],
-          [
-           "4_1",
-           38,
-           3186
-          ],
-          [
-           "4_1",
-           38,
-           3187
-          ],
-          [
-           "4_1",
-           38,
-           3188
-          ],
-          [
-           "4_1",
-           38,
-           3190
-          ],
-          [
-           "4_1",
-           39,
-           3192
-          ],
-          [
-           "4_1",
-           39,
-           3193
-          ],
-          [
-           "4_1",
-           39,
-           3194
-          ],
-          [
-           "4_1",
-           39,
-           3195
-          ],
-          [
-           "4_1",
-           40,
-           3199
-          ],
-          [
-           "4_1",
-           41,
-           3201
-          ],
-          [
-           "4_1",
-           41,
-           3202
-          ],
-          [
-           "4_1",
-           41,
-           3203
-          ],
-          [
-           "4_1",
-           41,
-           3204
-          ],
-          [
-           "4_1",
-           42,
-           3206
-          ],
-          [
-           "4_1",
-           42,
-           3207
-          ],
-          [
-           "4_1",
-           42,
-           3208
-          ],
-          [
-           "4_1",
-           42,
-           3209
-          ],
-          [
-           "4_1",
-           42,
-           3210
-          ],
-          [
-           "4_1",
-           43,
-           3211
-          ],
-          [
-           "4_1",
-           43,
-           3213
-          ],
-          [
-           "4_1",
-           43,
-           3214
-          ],
-          [
-           "4_1",
-           44,
-           3217
-          ],
-          [
-           "4_1",
-           44,
-           3218
-          ],
-          [
-           "4_1",
-           44,
-           3219
-          ],
-          [
-           "4_1",
-           44,
-           3220
-          ],
-          [
-           "4_1",
-           45,
-           3221
-          ],
-          [
-           "4_1",
-           45,
-           3222
-          ],
-          [
-           "4_1",
-           45,
-           3223
-          ],
-          [
-           "4_1",
-           45,
-           3224
-          ],
-          [
-           "4_1",
-           45,
-           3225
-          ],
-          [
-           "4_1",
-           46,
-           3226
-          ],
-          [
-           "4_1",
-           46,
-           3227
-          ],
-          [
-           "4_1",
-           46,
-           3228
-          ],
-          [
-           "4_1",
-           46,
-           3229
-          ],
-          [
-           "4_1",
-           47,
-           3231
-          ],
-          [
-           "4_1",
-           47,
-           3232
-          ],
-          [
-           "4_1",
-           47,
-           3233
-          ],
-          [
-           "4_1",
-           47,
-           3234
-          ],
-          [
-           "4_1",
-           47,
-           3235
-          ],
-          [
-           "4_1",
-           48,
-           3237
-          ],
-          [
-           "4_1",
-           48,
-           3238
-          ],
-          [
-           "4_1",
-           48,
-           3239
-          ],
-          [
-           "4_1",
-           49,
-           3241
-          ],
-          [
-           "4_1",
-           49,
-           3242
-          ],
-          [
-           "4_1",
-           49,
-           3244
-          ],
-          [
-           "4_1",
-           50,
-           3246
-          ],
-          [
-           "4_1",
-           50,
-           3247
-          ],
-          [
-           "4_1",
-           50,
-           3248
-          ],
-          [
-           "4_1",
-           50,
-           3250
-          ],
-          [
-           "4_1",
-           51,
-           3253
-          ],
-          [
-           "4_1",
-           51,
-           3254
-          ],
-          [
-           "4_1",
-           51,
-           3255
-          ],
-          [
-           "4_1",
-           52,
-           3256
-          ],
-          [
-           "4_1",
-           52,
-           3257
-          ],
-          [
-           "4_1",
-           52,
-           3258
-          ],
-          [
-           "4_1",
-           52,
-           3259
-          ],
-          [
-           "4_1",
-           52,
-           3260
-          ],
-          [
-           "4_1",
-           53,
-           3261
-          ],
-          [
-           "4_1",
-           53,
-           3262
-          ],
-          [
-           "4_1",
-           53,
-           3263
-          ],
-          [
-           "4_1",
-           53,
-           3264
-          ],
-          [
-           "4_1",
-           54,
-           3267
-          ],
-          [
-           "4_1",
-           54,
-           3269
-          ],
-          [
-           "4_1",
-           54,
-           3270
-          ],
-          [
-           "4_1",
-           55,
-           3271
-          ],
-          [
-           "4_1",
-           55,
-           3272
-          ],
-          [
-           "4_1",
-           55,
-           3273
-          ],
-          [
-           "4_1",
-           55,
-           3274
-          ],
-          [
-           "4_1",
-           55,
-           3275
-          ],
-          [
-           "4_1",
-           56,
-           3276
-          ],
-          [
-           "4_1",
-           56,
-           3277
-          ],
-          [
-           "4_1",
-           56,
-           3278
-          ],
-          [
-           "4_1",
-           56,
-           3279
-          ],
-          [
-           "4_1",
-           56,
-           3280
-          ],
-          [
-           "4_1",
-           57,
-           3281
-          ],
-          [
-           "4_1",
-           57,
-           3282
-          ],
-          [
-           "4_1",
-           57,
-           3283
-          ],
-          [
-           "4_1",
-           57,
-           3284
-          ],
-          [
-           "4_1",
-           58,
-           3286
-          ],
-          [
-           "4_1",
-           58,
-           3287
-          ],
-          [
-           "4_1",
-           58,
-           3288
-          ],
-          [
-           "4_1",
-           58,
-           3289
-          ],
-          [
-           "4_1",
-           59,
-           3291
-          ],
-          [
-           "4_1",
-           59,
-           3292
-          ],
-          [
-           "4_1",
-           59,
-           3294
-          ],
-          [
-           "4_1",
-           60,
-           3297
-          ],
-          [
-           "4_1",
-           60,
-           3298
-          ],
-          [
-           "4_1",
-           60,
-           3299
-          ],
-          [
-           "4_1",
-           60,
-           3300
-          ],
-          [
-           "4_1",
-           61,
-           3301
-          ],
-          [
-           "4_1",
-           61,
-           3303
-          ],
-          [
-           "4_1",
-           61,
-           3304
-          ],
-          [
-           "4_1",
-           61,
-           3305
-          ],
-          [
-           "4_1",
-           62,
-           3306
-          ],
-          [
-           "4_1",
-           62,
-           3308
-          ],
-          [
-           "4_1",
-           62,
-           3310
-          ],
-          [
-           "4_1",
-           63,
-           3311
-          ],
-          [
-           "4_1",
-           63,
-           3313
-          ],
-          [
-           "4_1",
-           63,
-           3314
-          ],
-          [
-           "4_1",
-           63,
-           3315
-          ],
-          [
-           "4_1",
-           64,
-           3316
-          ],
-          [
-           "4_1",
-           64,
-           3318
-          ],
-          [
-           "4_1",
-           64,
-           3319
-          ],
-          [
-           "4_1",
-           64,
-           3320
-          ],
-          [
-           "4_1",
-           65,
-           3322
-          ],
-          [
-           "4_1",
-           65,
-           3325
-          ],
-          [
-           "4_1",
-           66,
-           3326
-          ],
-          [
-           "4_1",
-           66,
-           3327
-          ],
-          [
-           "4_1",
-           66,
-           3328
-          ],
-          [
-           "4_1",
-           66,
-           3329
-          ],
-          [
-           "4_1",
-           67,
-           3331
-          ],
-          [
-           "4_1",
-           67,
-           3332
-          ],
-          [
-           "4_1",
-           67,
-           3333
-          ],
-          [
-           "4_1",
-           67,
-           3334
-          ],
-          [
-           "4_1",
-           67,
-           3335
-          ],
-          [
-           "4_1",
-           68,
-           3336
-          ],
-          [
-           "4_1",
-           68,
-           3337
-          ],
-          [
-           "4_1",
-           68,
-           3338
-          ],
-          [
-           "4_1",
-           68,
-           3339
-          ],
-          [
-           "4_1",
-           68,
-           3340
-          ],
-          [
-           "4_1",
-           69,
-           3341
-          ],
-          [
-           "4_1",
-           69,
-           3342
-          ],
-          [
-           "4_1",
-           69,
-           3345
-          ],
-          [
-           "4_1",
-           70,
-           3346
-          ],
-          [
-           "4_1",
-           70,
-           3348
-          ],
-          [
-           "4_1",
-           70,
-           3350
-          ],
-          [
-           "4_1",
-           71,
-           3351
-          ],
-          [
-           "4_1",
-           71,
-           3352
-          ],
-          [
-           "4_1",
-           71,
-           3353
-          ],
-          [
-           "4_1",
-           71,
-           3354
-          ],
-          [
-           "4_1",
-           71,
-           3355
-          ],
-          [
-           "4_1",
-           72,
-           3357
-          ],
-          [
-           "4_1",
-           72,
-           3359
-          ],
-          [
-           "4_1",
-           72,
-           3360
-          ],
-          [
-           "4_1",
-           73,
-           3361
-          ],
-          [
-           "4_1",
-           73,
-           3363
-          ],
-          [
-           "4_1",
-           73,
-           3365
-          ],
-          [
-           "4_1",
-           74,
-           3366
-          ],
-          [
-           "4_1",
-           74,
-           3367
-          ],
-          [
-           "4_1",
-           74,
-           3368
-          ],
-          [
-           "4_1",
-           74,
-           3369
-          ],
-          [
-           "4_1",
-           74,
-           3370
-          ],
-          [
-           "4_1",
-           75,
-           3371
-          ],
-          [
-           "4_1",
-           75,
-           3374
-          ],
-          [
-           "4_1",
-           75,
-           3375
-          ],
-          [
-           "4_1",
-           76,
-           3376
-          ],
-          [
-           "4_1",
-           76,
-           3377
-          ],
-          [
-           "4_1",
-           76,
-           3379
-          ],
-          [
-           "4_1",
-           76,
-           3380
-          ],
-          [
-           "4_1",
-           77,
-           3381
-          ],
-          [
-           "4_1",
-           77,
-           3384
-          ],
-          [
-           "4_1",
-           77,
-           3385
-          ],
-          [
-           "4_1",
-           78,
-           3386
-          ],
-          [
-           "4_1",
-           78,
-           3387
-          ],
-          [
-           "4_1",
-           78,
-           3389
-          ],
-          [
-           "4_1",
-           79,
-           3391
-          ],
-          [
-           "4_1",
-           79,
-           3392
-          ],
-          [
-           "4_1",
-           79,
-           3393
-          ],
-          [
-           "4_1",
-           80,
-           3396
-          ],
-          [
-           "4_1",
-           80,
-           3397
-          ],
-          [
-           "4_1",
-           80,
-           3398
-          ],
-          [
-           "4_1",
-           80,
-           3399
-          ],
-          [
-           "4_1",
-           80,
-           3400
-          ],
-          [
-           "4_1",
-           81,
-           3401
-          ],
-          [
-           "4_1",
-           81,
-           3402
-          ],
-          [
-           "4_1",
-           81,
-           3403
-          ],
-          [
-           "4_1",
-           81,
-           3404
-          ],
-          [
-           "4_1",
-           81,
-           3405
-          ],
-          [
-           "4_1",
-           82,
-           3406
-          ],
-          [
-           "4_1",
-           82,
-           3407
-          ],
-          [
-           "4_1",
-           82,
-           3408
-          ],
-          [
-           "4_1",
-           82,
-           3409
-          ],
-          [
-           "4_1",
-           82,
-           3410
-          ],
-          [
-           "4_1",
-           83,
-           3411
-          ],
-          [
-           "4_1",
-           83,
-           3412
-          ],
-          [
-           "4_1",
-           83,
-           3413
-          ],
-          [
-           "4_1",
-           83,
-           3414
-          ],
-          [
-           "4_1",
-           84,
-           3416
-          ],
-          [
-           "4_1",
-           84,
-           3417
-          ],
-          [
-           "4_1",
-           84,
-           3418
-          ],
-          [
-           "4_1",
-           84,
-           3419
-          ],
-          [
-           "4_1",
-           84,
-           3420
-          ],
-          [
-           "4_1",
-           85,
-           3422
-          ],
-          [
-           "4_1",
-           85,
-           3423
-          ],
-          [
-           "4_1",
-           85,
-           3424
-          ],
-          [
-           "4_1",
-           86,
-           3427
-          ],
-          [
-           "4_1",
-           86,
-           3428
-          ],
-          [
-           "4_1",
-           86,
-           3429
-          ],
-          [
-           "4_1",
-           86,
-           3430
-          ],
-          [
-           "4_1",
-           87,
-           3432
-          ],
-          [
-           "4_1",
-           87,
-           3433
-          ],
-          [
-           "4_1",
-           87,
-           3434
-          ],
-          [
-           "4_1",
-           87,
-           3435
-          ],
-          [
-           "4_1",
-           88,
-           3436
-          ],
-          [
-           "4_1",
-           88,
-           3438
-          ],
-          [
-           "4_1",
-           88,
-           3439
-          ],
-          [
-           "4_1",
-           88,
-           3440
-          ],
-          [
-           "4_1",
-           89,
-           3442
-          ],
-          [
-           "4_1",
-           89,
-           3444
-          ],
-          [
-           "4_1",
-           89,
-           3445
-          ],
-          [
-           "4_1",
-           90,
-           3446
-          ],
-          [
-           "4_1",
-           90,
-           3448
-          ],
-          [
-           "4_1",
-           90,
-           3449
-          ],
-          [
-           "4_1",
-           90,
-           3450
-          ],
-          [
-           "4_1",
-           91,
-           3454
-          ],
-          [
-           "4_1",
-           92,
-           3456
-          ],
-          [
-           "4_1",
-           92,
-           3458
-          ],
-          [
-           "4_1",
-           92,
-           3459
-          ],
-          [
-           "4_1",
-           92,
-           3460
-          ],
-          [
-           "4_1",
-           93,
-           3464
-          ],
-          [
-           "4_1",
-           93,
-           3465
-          ],
-          [
-           "4_1",
-           94,
-           3466
-          ],
-          [
-           "4_1",
-           94,
-           3468
-          ],
-          [
-           "4_1",
-           94,
-           3469
-          ],
-          [
-           "4_1",
-           94,
-           3470
-          ],
-          [
-           "4_1",
-           95,
-           3471
-          ],
-          [
-           "4_1",
-           95,
-           3472
-          ],
-          [
-           "4_1",
-           95,
-           3473
-          ],
-          [
-           "4_1",
-           95,
-           3475
-          ],
-          [
-           "4_1",
-           96,
-           3476
-          ],
-          [
-           "4_1",
-           96,
-           3477
-          ],
-          [
-           "4_1",
-           96,
-           3478
-          ],
-          [
-           "4_1",
-           96,
-           3480
-          ],
-          [
-           "4_1",
-           97,
-           3481
-          ],
-          [
-           "4_1",
-           97,
-           3482
-          ],
-          [
-           "4_1",
-           97,
-           3483
-          ],
-          [
-           "4_1",
-           97,
-           3484
-          ],
-          [
-           "4_1",
-           98,
-           3486
-          ],
-          [
-           "4_1",
-           98,
-           3488
-          ],
-          [
-           "4_1",
-           98,
-           3489
-          ],
-          [
-           "4_1",
-           98,
-           3490
-          ],
-          [
-           "4_1",
-           99,
-           3491
-          ],
-          [
-           "4_1",
-           99,
-           3494
-          ],
-          [
-           "4_1",
-           99,
-           3495
-          ],
-          [
-           "4_1",
-           100,
-           3496
-          ],
-          [
-           "4_1",
-           100,
-           3498
-          ],
-          [
-           "4_1",
-           100,
-           3499
-          ],
-          [
-           "4_1",
-           100,
-           3500
-          ]
-         ],
-         "hovertemplate": "<b>mR_4_1</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "mR_4_1",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x14",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y14"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "EwAFARIBdAE=",
-          "dtype": "i2"
-         },
-         "xaxis": "x14",
-         "y": {
-          "bdata": "SOF6FK5HDUCkcD0K16MQQOxRuB6F6xBAhetRuB6FEUA=",
-          "dtype": "f8"
-         },
-         "yaxis": "y14"
-        },
-        {
-         "customdata": [
-          [
-           "4_2",
-           1,
-           3502
-          ],
-          [
-           "4_2",
-           1,
-           3503
-          ],
-          [
-           "4_2",
-           2,
-           3506
-          ],
-          [
-           "4_2",
-           2,
-           3507
-          ],
-          [
-           "4_2",
-           2,
-           3509
-          ],
-          [
-           "4_2",
-           2,
-           3510
-          ],
-          [
-           "4_2",
-           3,
-           3511
-          ],
-          [
-           "4_2",
-           3,
-           3512
-          ],
-          [
-           "4_2",
-           3,
-           3513
-          ],
-          [
-           "4_2",
-           3,
-           3514
-          ],
-          [
-           "4_2",
-           4,
-           3516
-          ],
-          [
-           "4_2",
-           4,
-           3517
-          ],
-          [
-           "4_2",
-           4,
-           3518
-          ],
-          [
-           "4_2",
-           4,
-           3519
-          ],
-          [
-           "4_2",
-           5,
-           3522
-          ],
-          [
-           "4_2",
-           5,
-           3523
-          ],
-          [
-           "4_2",
-           5,
-           3524
-          ],
-          [
-           "4_2",
-           5,
-           3525
-          ],
-          [
-           "4_2",
-           6,
-           3527
-          ],
-          [
-           "4_2",
-           6,
-           3528
-          ],
-          [
-           "4_2",
-           6,
-           3529
-          ],
-          [
-           "4_2",
-           6,
-           3530
-          ],
-          [
-           "4_2",
-           7,
-           3531
-          ],
-          [
-           "4_2",
-           7,
-           3532
-          ],
-          [
-           "4_2",
-           7,
-           3534
-          ],
-          [
-           "4_2",
-           7,
-           3535
-          ],
-          [
-           "4_2",
-           8,
-           3536
-          ],
-          [
-           "4_2",
-           8,
-           3537
-          ],
-          [
-           "4_2",
-           8,
-           3538
-          ],
-          [
-           "4_2",
-           8,
-           3539
-          ],
-          [
-           "4_2",
-           8,
-           3540
-          ],
-          [
-           "4_2",
-           9,
-           3541
-          ],
-          [
-           "4_2",
-           9,
-           3542
-          ],
-          [
-           "4_2",
-           9,
-           3543
-          ],
-          [
-           "4_2",
-           9,
-           3544
-          ],
-          [
-           "4_2",
-           9,
-           3545
-          ],
-          [
-           "4_2",
-           10,
-           3546
-          ],
-          [
-           "4_2",
-           10,
-           3547
-          ],
-          [
-           "4_2",
-           10,
-           3548
-          ],
-          [
-           "4_2",
-           10,
-           3549
-          ],
-          [
-           "4_2",
-           10,
-           3550
-          ],
-          [
-           "4_2",
-           11,
-           3551
-          ],
-          [
-           "4_2",
-           11,
-           3552
-          ],
-          [
-           "4_2",
-           11,
-           3553
-          ],
-          [
-           "4_2",
-           11,
-           3554
-          ],
-          [
-           "4_2",
-           11,
-           3555
-          ],
-          [
-           "4_2",
-           12,
-           3559
-          ],
-          [
-           "4_2",
-           13,
-           3561
-          ],
-          [
-           "4_2",
-           13,
-           3562
-          ],
-          [
-           "4_2",
-           13,
-           3563
-          ],
-          [
-           "4_2",
-           13,
-           3564
-          ],
-          [
-           "4_2",
-           14,
-           3566
-          ],
-          [
-           "4_2",
-           14,
-           3567
-          ],
-          [
-           "4_2",
-           14,
-           3568
-          ],
-          [
-           "4_2",
-           14,
-           3569
-          ],
-          [
-           "4_2",
-           14,
-           3570
-          ],
-          [
-           "4_2",
-           15,
-           3571
-          ],
-          [
-           "4_2",
-           15,
-           3572
-          ],
-          [
-           "4_2",
-           15,
-           3573
-          ],
-          [
-           "4_2",
-           15,
-           3574
-          ],
-          [
-           "4_2",
-           15,
-           3575
-          ],
-          [
-           "4_2",
-           16,
-           3576
-          ],
-          [
-           "4_2",
-           16,
-           3577
-          ],
-          [
-           "4_2",
-           16,
-           3578
-          ],
-          [
-           "4_2",
-           16,
-           3579
-          ],
-          [
-           "4_2",
-           16,
-           3580
-          ],
-          [
-           "4_2",
-           17,
-           3581
-          ],
-          [
-           "4_2",
-           17,
-           3583
-          ],
-          [
-           "4_2",
-           17,
-           3584
-          ],
-          [
-           "4_2",
-           17,
-           3585
-          ],
-          [
-           "4_2",
-           18,
-           3586
-          ],
-          [
-           "4_2",
-           18,
-           3587
-          ],
-          [
-           "4_2",
-           18,
-           3588
-          ],
-          [
-           "4_2",
-           18,
-           3589
-          ],
-          [
-           "4_2",
-           19,
-           3592
-          ],
-          [
-           "4_2",
-           19,
-           3593
-          ],
-          [
-           "4_2",
-           19,
-           3594
-          ],
-          [
-           "4_2",
-           19,
-           3595
-          ],
-          [
-           "4_2",
-           20,
-           3597
-          ],
-          [
-           "4_2",
-           20,
-           3599
-          ],
-          [
-           "4_2",
-           21,
-           3601
-          ],
-          [
-           "4_2",
-           21,
-           3602
-          ],
-          [
-           "4_2",
-           21,
-           3604
-          ],
-          [
-           "4_2",
-           22,
-           3606
-          ],
-          [
-           "4_2",
-           22,
-           3607
-          ],
-          [
-           "4_2",
-           22,
-           3609
-          ],
-          [
-           "4_2",
-           22,
-           3610
-          ],
-          [
-           "4_2",
-           23,
-           3611
-          ],
-          [
-           "4_2",
-           23,
-           3612
-          ],
-          [
-           "4_2",
-           23,
-           3613
-          ],
-          [
-           "4_2",
-           23,
-           3614
-          ],
-          [
-           "4_2",
-           23,
-           3615
-          ],
-          [
-           "4_2",
-           24,
-           3616
-          ],
-          [
-           "4_2",
-           24,
-           3617
-          ],
-          [
-           "4_2",
-           24,
-           3619
-          ],
-          [
-           "4_2",
-           25,
-           3622
-          ],
-          [
-           "4_2",
-           25,
-           3623
-          ],
-          [
-           "4_2",
-           25,
-           3624
-          ],
-          [
-           "4_2",
-           25,
-           3625
-          ],
-          [
-           "4_2",
-           26,
-           3626
-          ],
-          [
-           "4_2",
-           26,
-           3627
-          ],
-          [
-           "4_2",
-           26,
-           3629
-          ],
-          [
-           "4_2",
-           26,
-           3630
-          ],
-          [
-           "4_2",
-           27,
-           3631
-          ],
-          [
-           "4_2",
-           27,
-           3632
-          ],
-          [
-           "4_2",
-           27,
-           3633
-          ],
-          [
-           "4_2",
-           27,
-           3634
-          ],
-          [
-           "4_2",
-           27,
-           3635
-          ],
-          [
-           "4_2",
-           28,
-           3636
-          ],
-          [
-           "4_2",
-           28,
-           3637
-          ],
-          [
-           "4_2",
-           28,
-           3638
-          ],
-          [
-           "4_2",
-           28,
-           3639
-          ],
-          [
-           "4_2",
-           29,
-           3645
-          ],
-          [
-           "4_2",
-           30,
-           3646
-          ],
-          [
-           "4_2",
-           30,
-           3647
-          ],
-          [
-           "4_2",
-           30,
-           3648
-          ],
-          [
-           "4_2",
-           30,
-           3649
-          ],
-          [
-           "4_2",
-           31,
-           3651
-          ],
-          [
-           "4_2",
-           31,
-           3652
-          ],
-          [
-           "4_2",
-           31,
-           3653
-          ],
-          [
-           "4_2",
-           31,
-           3654
-          ],
-          [
-           "4_2",
-           31,
-           3655
-          ],
-          [
-           "4_2",
-           32,
-           3657
-          ],
-          [
-           "4_2",
-           32,
-           3658
-          ],
-          [
-           "4_2",
-           32,
-           3659
-          ],
-          [
-           "4_2",
-           32,
-           3660
-          ],
-          [
-           "4_2",
-           33,
-           3661
-          ],
-          [
-           "4_2",
-           33,
-           3662
-          ],
-          [
-           "4_2",
-           33,
-           3663
-          ],
-          [
-           "4_2",
-           33,
-           3665
-          ],
-          [
-           "4_2",
-           34,
-           3667
-          ],
-          [
-           "4_2",
-           34,
-           3668
-          ],
-          [
-           "4_2",
-           34,
-           3669
-          ],
-          [
-           "4_2",
-           34,
-           3670
-          ],
-          [
-           "4_2",
-           35,
-           3672
-          ],
-          [
-           "4_2",
-           35,
-           3673
-          ],
-          [
-           "4_2",
-           35,
-           3674
-          ],
-          [
-           "4_2",
-           35,
-           3675
-          ],
-          [
-           "4_2",
-           36,
-           3676
-          ],
-          [
-           "4_2",
-           36,
-           3677
-          ],
-          [
-           "4_2",
-           36,
-           3678
-          ],
-          [
-           "4_2",
-           37,
-           3683
-          ],
-          [
-           "4_2",
-           37,
-           3684
-          ],
-          [
-           "4_2",
-           37,
-           3685
-          ],
-          [
-           "4_2",
-           38,
-           3687
-          ],
-          [
-           "4_2",
-           38,
-           3688
-          ],
-          [
-           "4_2",
-           38,
-           3690
-          ],
-          [
-           "4_2",
-           39,
-           3691
-          ],
-          [
-           "4_2",
-           39,
-           3692
-          ],
-          [
-           "4_2",
-           39,
-           3693
-          ],
-          [
-           "4_2",
-           39,
-           3694
-          ],
-          [
-           "4_2",
-           39,
-           3695
-          ],
-          [
-           "4_2",
-           40,
-           3698
-          ],
-          [
-           "4_2",
-           40,
-           3699
-          ],
-          [
-           "4_2",
-           41,
-           3701
-          ],
-          [
-           "4_2",
-           41,
-           3702
-          ],
-          [
-           "4_2",
-           41,
-           3703
-          ],
-          [
-           "4_2",
-           41,
-           3705
-          ],
-          [
-           "4_2",
-           42,
-           3706
-          ],
-          [
-           "4_2",
-           42,
-           3708
-          ],
-          [
-           "4_2",
-           42,
-           3709
-          ],
-          [
-           "4_2",
-           43,
-           3712
-          ],
-          [
-           "4_2",
-           43,
-           3713
-          ],
-          [
-           "4_2",
-           44,
-           3716
-          ],
-          [
-           "4_2",
-           44,
-           3717
-          ],
-          [
-           "4_2",
-           44,
-           3718
-          ],
-          [
-           "4_2",
-           44,
-           3720
-          ],
-          [
-           "4_2",
-           45,
-           3722
-          ],
-          [
-           "4_2",
-           45,
-           3723
-          ],
-          [
-           "4_2",
-           45,
-           3725
-          ],
-          [
-           "4_2",
-           46,
-           3727
-          ],
-          [
-           "4_2",
-           46,
-           3728
-          ],
-          [
-           "4_2",
-           46,
-           3729
-          ],
-          [
-           "4_2",
-           46,
-           3730
-          ],
-          [
-           "4_2",
-           47,
-           3731
-          ],
-          [
-           "4_2",
-           47,
-           3732
-          ],
-          [
-           "4_2",
-           47,
-           3733
-          ],
-          [
-           "4_2",
-           47,
-           3734
-          ],
-          [
-           "4_2",
-           47,
-           3735
-          ],
-          [
-           "4_2",
-           48,
-           3736
-          ],
-          [
-           "4_2",
-           48,
-           3737
-          ],
-          [
-           "4_2",
-           48,
-           3738
-          ],
-          [
-           "4_2",
-           48,
-           3739
-          ],
-          [
-           "4_2",
-           48,
-           3740
-          ],
-          [
-           "4_2",
-           49,
-           3741
-          ],
-          [
-           "4_2",
-           49,
-           3742
-          ],
-          [
-           "4_2",
-           49,
-           3743
-          ],
-          [
-           "4_2",
-           49,
-           3744
-          ],
-          [
-           "4_2",
-           49,
-           3745
-          ],
-          [
-           "4_2",
-           50,
-           3747
-          ],
-          [
-           "4_2",
-           50,
-           3748
-          ],
-          [
-           "4_2",
-           50,
-           3749
-          ],
-          [
-           "4_2",
-           51,
-           3751
-          ],
-          [
-           "4_2",
-           51,
-           3752
-          ],
-          [
-           "4_2",
-           51,
-           3753
-          ],
-          [
-           "4_2",
-           51,
-           3754
-          ],
-          [
-           "4_2",
-           52,
-           3756
-          ],
-          [
-           "4_2",
-           52,
-           3758
-          ],
-          [
-           "4_2",
-           53,
-           3761
-          ],
-          [
-           "4_2",
-           53,
-           3762
-          ],
-          [
-           "4_2",
-           53,
-           3765
-          ],
-          [
-           "4_2",
-           54,
-           3766
-          ],
-          [
-           "4_2",
-           54,
-           3767
-          ],
-          [
-           "4_2",
-           54,
-           3769
-          ],
-          [
-           "4_2",
-           54,
-           3770
-          ],
-          [
-           "4_2",
-           55,
-           3771
-          ],
-          [
-           "4_2",
-           55,
-           3774
-          ],
-          [
-           "4_2",
-           55,
-           3775
-          ],
-          [
-           "4_2",
-           56,
-           3776
-          ],
-          [
-           "4_2",
-           56,
-           3777
-          ],
-          [
-           "4_2",
-           56,
-           3778
-          ],
-          [
-           "4_2",
-           56,
-           3779
-          ],
-          [
-           "4_2",
-           56,
-           3780
-          ],
-          [
-           "4_2",
-           57,
-           3781
-          ],
-          [
-           "4_2",
-           57,
-           3782
-          ],
-          [
-           "4_2",
-           57,
-           3783
-          ],
-          [
-           "4_2",
-           57,
-           3784
-          ],
-          [
-           "4_2",
-           57,
-           3785
-          ],
-          [
-           "4_2",
-           58,
-           3786
-          ],
-          [
-           "4_2",
-           58,
-           3787
-          ],
-          [
-           "4_2",
-           58,
-           3788
-          ],
-          [
-           "4_2",
-           58,
-           3789
-          ],
-          [
-           "4_2",
-           58,
-           3790
-          ],
-          [
-           "4_2",
-           59,
-           3791
-          ],
-          [
-           "4_2",
-           59,
-           3792
-          ],
-          [
-           "4_2",
-           59,
-           3793
-          ],
-          [
-           "4_2",
-           59,
-           3794
-          ],
-          [
-           "4_2",
-           59,
-           3795
-          ],
-          [
-           "4_2",
-           60,
-           3796
-          ],
-          [
-           "4_2",
-           60,
-           3797
-          ],
-          [
-           "4_2",
-           60,
-           3799
-          ],
-          [
-           "4_2",
-           60,
-           3800
-          ],
-          [
-           "4_2",
-           61,
-           3801
-          ],
-          [
-           "4_2",
-           61,
-           3802
-          ],
-          [
-           "4_2",
-           61,
-           3803
-          ],
-          [
-           "4_2",
-           62,
-           3806
-          ],
-          [
-           "4_2",
-           62,
-           3808
-          ],
-          [
-           "4_2",
-           62,
-           3809
-          ],
-          [
-           "4_2",
-           62,
-           3810
-          ],
-          [
-           "4_2",
-           63,
-           3811
-          ],
-          [
-           "4_2",
-           63,
-           3812
-          ],
-          [
-           "4_2",
-           63,
-           3814
-          ],
-          [
-           "4_2",
-           63,
-           3815
-          ],
-          [
-           "4_2",
-           64,
-           3816
-          ],
-          [
-           "4_2",
-           64,
-           3817
-          ],
-          [
-           "4_2",
-           64,
-           3818
-          ],
-          [
-           "4_2",
-           64,
-           3820
-          ],
-          [
-           "4_2",
-           65,
-           3821
-          ],
-          [
-           "4_2",
-           65,
-           3823
-          ],
-          [
-           "4_2",
-           65,
-           3825
-          ],
-          [
-           "4_2",
-           66,
-           3826
-          ],
-          [
-           "4_2",
-           66,
-           3827
-          ],
-          [
-           "4_2",
-           67,
-           3831
-          ],
-          [
-           "4_2",
-           67,
-           3832
-          ],
-          [
-           "4_2",
-           67,
-           3833
-          ],
-          [
-           "4_2",
-           67,
-           3835
-          ],
-          [
-           "4_2",
-           68,
-           3836
-          ],
-          [
-           "4_2",
-           68,
-           3837
-          ],
-          [
-           "4_2",
-           68,
-           3839
-          ],
-          [
-           "4_2",
-           68,
-           3840
-          ],
-          [
-           "4_2",
-           69,
-           3841
-          ],
-          [
-           "4_2",
-           69,
-           3842
-          ],
-          [
-           "4_2",
-           69,
-           3843
-          ],
-          [
-           "4_2",
-           69,
-           3844
-          ],
-          [
-           "4_2",
-           70,
-           3847
-          ],
-          [
-           "4_2",
-           70,
-           3848
-          ],
-          [
-           "4_2",
-           70,
-           3850
-          ],
-          [
-           "4_2",
-           71,
-           3851
-          ],
-          [
-           "4_2",
-           71,
-           3853
-          ],
-          [
-           "4_2",
-           71,
-           3855
-          ],
-          [
-           "4_2",
-           72,
-           3857
-          ],
-          [
-           "4_2",
-           72,
-           3859
-          ],
-          [
-           "4_2",
-           72,
-           3860
-          ],
-          [
-           "4_2",
-           73,
-           3861
-          ],
-          [
-           "4_2",
-           73,
-           3862
-          ],
-          [
-           "4_2",
-           73,
-           3865
-          ],
-          [
-           "4_2",
-           74,
-           3866
-          ],
-          [
-           "4_2",
-           74,
-           3869
-          ],
-          [
-           "4_2",
-           75,
-           3873
-          ],
-          [
-           "4_2",
-           76,
-           3876
-          ],
-          [
-           "4_2",
-           76,
-           3877
-          ],
-          [
-           "4_2",
-           76,
-           3878
-          ],
-          [
-           "4_2",
-           76,
-           3879
-          ],
-          [
-           "4_2",
-           76,
-           3880
-          ],
-          [
-           "4_2",
-           77,
-           3881
-          ],
-          [
-           "4_2",
-           77,
-           3882
-          ],
-          [
-           "4_2",
-           77,
-           3884
-          ],
-          [
-           "4_2",
-           77,
-           3885
-          ],
-          [
-           "4_2",
-           78,
-           3886
-          ],
-          [
-           "4_2",
-           78,
-           3887
-          ],
-          [
-           "4_2",
-           78,
-           3888
-          ],
-          [
-           "4_2",
-           79,
-           3892
-          ],
-          [
-           "4_2",
-           79,
-           3893
-          ],
-          [
-           "4_2",
-           79,
-           3894
-          ],
-          [
-           "4_2",
-           79,
-           3895
-          ],
-          [
-           "4_2",
-           80,
-           3896
-          ],
-          [
-           "4_2",
-           80,
-           3897
-          ],
-          [
-           "4_2",
-           80,
-           3898
-          ],
-          [
-           "4_2",
-           80,
-           3900
-          ],
-          [
-           "4_2",
-           81,
-           3901
-          ],
-          [
-           "4_2",
-           81,
-           3902
-          ],
-          [
-           "4_2",
-           81,
-           3903
-          ],
-          [
-           "4_2",
-           81,
-           3904
-          ],
-          [
-           "4_2",
-           81,
-           3905
-          ],
-          [
-           "4_2",
-           82,
-           3906
-          ],
-          [
-           "4_2",
-           82,
-           3907
-          ],
-          [
-           "4_2",
-           82,
-           3908
-          ],
-          [
-           "4_2",
-           82,
-           3910
-          ],
-          [
-           "4_2",
-           83,
-           3912
-          ],
-          [
-           "4_2",
-           83,
-           3913
-          ],
-          [
-           "4_2",
-           83,
-           3914
-          ],
-          [
-           "4_2",
-           83,
-           3915
-          ],
-          [
-           "4_2",
-           84,
-           3916
-          ],
-          [
-           "4_2",
-           84,
-           3917
-          ],
-          [
-           "4_2",
-           84,
-           3918
-          ],
-          [
-           "4_2",
-           84,
-           3919
-          ],
-          [
-           "4_2",
-           84,
-           3920
-          ],
-          [
-           "4_2",
-           85,
-           3923
-          ],
-          [
-           "4_2",
-           85,
-           3924
-          ],
-          [
-           "4_2",
-           85,
-           3925
-          ],
-          [
-           "4_2",
-           86,
-           3926
-          ],
-          [
-           "4_2",
-           86,
-           3928
-          ],
-          [
-           "4_2",
-           86,
-           3929
-          ],
-          [
-           "4_2",
-           86,
-           3930
-          ],
-          [
-           "4_2",
-           87,
-           3931
-          ],
-          [
-           "4_2",
-           87,
-           3933
-          ],
-          [
-           "4_2",
-           87,
-           3935
-          ],
-          [
-           "4_2",
-           88,
-           3939
-          ],
-          [
-           "4_2",
-           88,
-           3940
-          ],
-          [
-           "4_2",
-           89,
-           3941
-          ],
-          [
-           "4_2",
-           89,
-           3942
-          ],
-          [
-           "4_2",
-           89,
-           3943
-          ],
-          [
-           "4_2",
-           89,
-           3944
-          ],
-          [
-           "4_2",
-           89,
-           3945
-          ],
-          [
-           "4_2",
-           90,
-           3946
-          ],
-          [
-           "4_2",
-           90,
-           3947
-          ],
-          [
-           "4_2",
-           90,
-           3950
-          ],
-          [
-           "4_2",
-           91,
-           3951
-          ],
-          [
-           "4_2",
-           91,
-           3954
-          ],
-          [
-           "4_2",
-           91,
-           3955
-          ],
-          [
-           "4_2",
-           92,
-           3956
-          ],
-          [
-           "4_2",
-           92,
-           3957
-          ],
-          [
-           "4_2",
-           92,
-           3958
-          ],
-          [
-           "4_2",
-           92,
-           3959
-          ],
-          [
-           "4_2",
-           92,
-           3960
-          ],
-          [
-           "4_2",
-           93,
-           3961
-          ],
-          [
-           "4_2",
-           93,
-           3962
-          ],
-          [
-           "4_2",
-           93,
-           3963
-          ],
-          [
-           "4_2",
-           93,
-           3964
-          ],
-          [
-           "4_2",
-           94,
-           3966
-          ],
-          [
-           "4_2",
-           94,
-           3968
-          ],
-          [
-           "4_2",
-           94,
-           3969
-          ],
-          [
-           "4_2",
-           94,
-           3970
-          ],
-          [
-           "4_2",
-           95,
-           3971
-          ],
-          [
-           "4_2",
-           95,
-           3973
-          ],
-          [
-           "4_2",
-           95,
-           3974
-          ],
-          [
-           "4_2",
-           96,
-           3976
-          ],
-          [
-           "4_2",
-           96,
-           3977
-          ],
-          [
-           "4_2",
-           96,
-           3978
-          ],
-          [
-           "4_2",
-           96,
-           3979
-          ],
-          [
-           "4_2",
-           96,
-           3980
-          ],
-          [
-           "4_2",
-           97,
-           3981
-          ],
-          [
-           "4_2",
-           97,
-           3983
-          ],
-          [
-           "4_2",
-           97,
-           3984
-          ],
-          [
-           "4_2",
-           97,
-           3985
-          ],
-          [
-           "4_2",
-           98,
-           3986
-          ],
-          [
-           "4_2",
-           98,
-           3987
-          ],
-          [
-           "4_2",
-           98,
-           3988
-          ],
-          [
-           "4_2",
-           99,
-           3991
-          ],
-          [
-           "4_2",
-           99,
-           3992
-          ],
-          [
-           "4_2",
-           99,
-           3994
-          ],
-          [
-           "4_2",
-           99,
-           3995
-          ],
-          [
-           "4_2",
-           100,
-           3996
-          ],
-          [
-           "4_2",
-           100,
-           3997
-          ],
-          [
-           "4_2",
-           100,
-           3998
-          ],
-          [
-           "4_2",
-           100,
-           3999
-          ],
-          [
-           "4_2",
-           100,
-           4000
-          ]
-         ],
-         "hovertemplate": "<b>X_4_2</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "X_4_2",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x15",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y15"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "AAABAAMABQATADQANwA7ADwASQB5AH8AgACBAKAAogD4AAwBDQE6AT0BTwFgAXYB",
-          "dtype": "i2"
-         },
-         "xaxis": "x15",
-         "y": {
-          "bdata": "pHA9CtdDbkDsUbgehUNuQFyPwvUoJG5AcT0K16NAbkDXo3A9CjduQNejcD0KL25A7FG4HoVDbkB7FK5H4UJuQClcj8L1WG5AMzMzMzMjbkDhehSuR1ltQArXo3A9Ym1AUrgehetRbUA9CtejcF1tQEjhehSuR25A16NwPQonbkDsUbgehTNuQNejcD0KX21AzczMzMxkbUDhehSuR1ltQHE9CtejWG1AmpmZmZlZbUDXo3A9CkdtQMP1KFyPIm5A",
-          "dtype": "f8"
-         },
-         "yaxis": "y15"
-        },
-        {
-         "customdata": [
-          [
-           "4_2",
-           1,
-           3503
-          ],
-          [
-           "4_2",
-           2,
-           3506
-          ],
-          [
-           "4_2",
-           2,
-           3507
-          ],
-          [
-           "4_2",
-           2,
-           3509
-          ],
-          [
-           "4_2",
-           2,
-           3510
-          ],
-          [
-           "4_2",
-           3,
-           3511
-          ],
-          [
-           "4_2",
-           3,
-           3512
-          ],
-          [
-           "4_2",
-           3,
-           3513
-          ],
-          [
-           "4_2",
-           3,
-           3514
-          ],
-          [
-           "4_2",
-           4,
-           3516
-          ],
-          [
-           "4_2",
-           4,
-           3517
-          ],
-          [
-           "4_2",
-           4,
-           3518
-          ],
-          [
-           "4_2",
-           4,
-           3519
-          ],
-          [
-           "4_2",
-           5,
-           3522
-          ],
-          [
-           "4_2",
-           5,
-           3523
-          ],
-          [
-           "4_2",
-           5,
-           3524
-          ],
-          [
-           "4_2",
-           5,
-           3525
-          ],
-          [
-           "4_2",
-           6,
-           3527
-          ],
-          [
-           "4_2",
-           6,
-           3528
-          ],
-          [
-           "4_2",
-           6,
-           3529
-          ],
-          [
-           "4_2",
-           6,
-           3530
-          ],
-          [
-           "4_2",
-           7,
-           3531
-          ],
-          [
-           "4_2",
-           7,
-           3532
-          ],
-          [
-           "4_2",
-           7,
-           3534
-          ],
-          [
-           "4_2",
-           7,
-           3535
-          ],
-          [
-           "4_2",
-           8,
-           3536
-          ],
-          [
-           "4_2",
-           8,
-           3537
-          ],
-          [
-           "4_2",
-           8,
-           3538
-          ],
-          [
-           "4_2",
-           8,
-           3539
-          ],
-          [
-           "4_2",
-           8,
-           3540
-          ],
-          [
-           "4_2",
-           9,
-           3541
-          ],
-          [
-           "4_2",
-           9,
-           3542
-          ],
-          [
-           "4_2",
-           9,
-           3543
-          ],
-          [
-           "4_2",
-           9,
-           3544
-          ],
-          [
-           "4_2",
-           9,
-           3545
-          ],
-          [
-           "4_2",
-           10,
-           3546
-          ],
-          [
-           "4_2",
-           10,
-           3547
-          ],
-          [
-           "4_2",
-           10,
-           3548
-          ],
-          [
-           "4_2",
-           10,
-           3549
-          ],
-          [
-           "4_2",
-           10,
-           3550
-          ],
-          [
-           "4_2",
-           11,
-           3551
-          ],
-          [
-           "4_2",
-           11,
-           3552
-          ],
-          [
-           "4_2",
-           11,
-           3553
-          ],
-          [
-           "4_2",
-           11,
-           3554
-          ],
-          [
-           "4_2",
-           11,
-           3555
-          ],
-          [
-           "4_2",
-           12,
-           3559
-          ],
-          [
-           "4_2",
-           13,
-           3561
-          ],
-          [
-           "4_2",
-           13,
-           3562
-          ],
-          [
-           "4_2",
-           13,
-           3563
-          ],
-          [
-           "4_2",
-           13,
-           3564
-          ],
-          [
-           "4_2",
-           14,
-           3566
-          ],
-          [
-           "4_2",
-           14,
-           3567
-          ],
-          [
-           "4_2",
-           14,
-           3568
-          ],
-          [
-           "4_2",
-           14,
-           3569
-          ],
-          [
-           "4_2",
-           14,
-           3570
-          ],
-          [
-           "4_2",
-           15,
-           3571
-          ],
-          [
-           "4_2",
-           15,
-           3572
-          ],
-          [
-           "4_2",
-           15,
-           3573
-          ],
-          [
-           "4_2",
-           15,
-           3574
-          ],
-          [
-           "4_2",
-           15,
-           3575
-          ],
-          [
-           "4_2",
-           16,
-           3576
-          ],
-          [
-           "4_2",
-           16,
-           3577
-          ],
-          [
-           "4_2",
-           16,
-           3578
-          ],
-          [
-           "4_2",
-           16,
-           3579
-          ],
-          [
-           "4_2",
-           16,
-           3580
-          ],
-          [
-           "4_2",
-           17,
-           3581
-          ],
-          [
-           "4_2",
-           17,
-           3583
-          ],
-          [
-           "4_2",
-           17,
-           3584
-          ],
-          [
-           "4_2",
-           17,
-           3585
-          ],
-          [
-           "4_2",
-           18,
-           3586
-          ],
-          [
-           "4_2",
-           18,
-           3587
-          ],
-          [
-           "4_2",
-           18,
-           3588
-          ],
-          [
-           "4_2",
-           18,
-           3589
-          ],
-          [
-           "4_2",
-           19,
-           3592
-          ],
-          [
-           "4_2",
-           19,
-           3593
-          ],
-          [
-           "4_2",
-           19,
-           3594
-          ],
-          [
-           "4_2",
-           19,
-           3595
-          ],
-          [
-           "4_2",
-           20,
-           3597
-          ],
-          [
-           "4_2",
-           20,
-           3599
-          ],
-          [
-           "4_2",
-           21,
-           3601
-          ],
-          [
-           "4_2",
-           21,
-           3602
-          ],
-          [
-           "4_2",
-           21,
-           3604
-          ],
-          [
-           "4_2",
-           22,
-           3606
-          ],
-          [
-           "4_2",
-           22,
-           3607
-          ],
-          [
-           "4_2",
-           22,
-           3609
-          ],
-          [
-           "4_2",
-           22,
-           3610
-          ],
-          [
-           "4_2",
-           23,
-           3611
-          ],
-          [
-           "4_2",
-           23,
-           3612
-          ],
-          [
-           "4_2",
-           23,
-           3613
-          ],
-          [
-           "4_2",
-           23,
-           3614
-          ],
-          [
-           "4_2",
-           23,
-           3615
-          ],
-          [
-           "4_2",
-           24,
-           3616
-          ],
-          [
-           "4_2",
-           24,
-           3617
-          ],
-          [
-           "4_2",
-           24,
-           3619
-          ],
-          [
-           "4_2",
-           25,
-           3622
-          ],
-          [
-           "4_2",
-           25,
-           3623
-          ],
-          [
-           "4_2",
-           25,
-           3624
-          ],
-          [
-           "4_2",
-           25,
-           3625
-          ],
-          [
-           "4_2",
-           26,
-           3626
-          ],
-          [
-           "4_2",
-           26,
-           3627
-          ],
-          [
-           "4_2",
-           26,
-           3629
-          ],
-          [
-           "4_2",
-           26,
-           3630
-          ],
-          [
-           "4_2",
-           27,
-           3631
-          ],
-          [
-           "4_2",
-           27,
-           3632
-          ],
-          [
-           "4_2",
-           27,
-           3633
-          ],
-          [
-           "4_2",
-           27,
-           3634
-          ],
-          [
-           "4_2",
-           27,
-           3635
-          ],
-          [
-           "4_2",
-           28,
-           3636
-          ],
-          [
-           "4_2",
-           28,
-           3637
-          ],
-          [
-           "4_2",
-           28,
-           3638
-          ],
-          [
-           "4_2",
-           28,
-           3639
-          ],
-          [
-           "4_2",
-           29,
-           3645
-          ],
-          [
-           "4_2",
-           30,
-           3646
-          ],
-          [
-           "4_2",
-           30,
-           3647
-          ],
-          [
-           "4_2",
-           30,
-           3648
-          ],
-          [
-           "4_2",
-           30,
-           3649
-          ],
-          [
-           "4_2",
-           31,
-           3651
-          ],
-          [
-           "4_2",
-           31,
-           3652
-          ],
-          [
-           "4_2",
-           31,
-           3653
-          ],
-          [
-           "4_2",
-           31,
-           3654
-          ],
-          [
-           "4_2",
-           31,
-           3655
-          ],
-          [
-           "4_2",
-           32,
-           3657
-          ],
-          [
-           "4_2",
-           32,
-           3658
-          ],
-          [
-           "4_2",
-           32,
-           3659
-          ],
-          [
-           "4_2",
-           32,
-           3660
-          ],
-          [
-           "4_2",
-           33,
-           3661
-          ],
-          [
-           "4_2",
-           33,
-           3662
-          ],
-          [
-           "4_2",
-           33,
-           3663
-          ],
-          [
-           "4_2",
-           33,
-           3665
-          ],
-          [
-           "4_2",
-           34,
-           3667
-          ],
-          [
-           "4_2",
-           34,
-           3668
-          ],
-          [
-           "4_2",
-           34,
-           3669
-          ],
-          [
-           "4_2",
-           34,
-           3670
-          ],
-          [
-           "4_2",
-           35,
-           3672
-          ],
-          [
-           "4_2",
-           35,
-           3673
-          ],
-          [
-           "4_2",
-           35,
-           3674
-          ],
-          [
-           "4_2",
-           35,
-           3675
-          ],
-          [
-           "4_2",
-           36,
-           3676
-          ],
-          [
-           "4_2",
-           36,
-           3677
-          ],
-          [
-           "4_2",
-           36,
-           3678
-          ],
-          [
-           "4_2",
-           37,
-           3683
-          ],
-          [
-           "4_2",
-           37,
-           3684
-          ],
-          [
-           "4_2",
-           37,
-           3685
-          ],
-          [
-           "4_2",
-           38,
-           3687
-          ],
-          [
-           "4_2",
-           38,
-           3688
-          ],
-          [
-           "4_2",
-           38,
-           3690
-          ],
-          [
-           "4_2",
-           39,
-           3691
-          ],
-          [
-           "4_2",
-           39,
-           3692
-          ],
-          [
-           "4_2",
-           39,
-           3693
-          ],
-          [
-           "4_2",
-           39,
-           3694
-          ],
-          [
-           "4_2",
-           39,
-           3695
-          ],
-          [
-           "4_2",
-           40,
-           3698
-          ],
-          [
-           "4_2",
-           40,
-           3699
-          ],
-          [
-           "4_2",
-           41,
-           3701
-          ],
-          [
-           "4_2",
-           41,
-           3702
-          ],
-          [
-           "4_2",
-           41,
-           3703
-          ],
-          [
-           "4_2",
-           41,
-           3705
-          ],
-          [
-           "4_2",
-           42,
-           3706
-          ],
-          [
-           "4_2",
-           42,
-           3708
-          ],
-          [
-           "4_2",
-           42,
-           3709
-          ],
-          [
-           "4_2",
-           43,
-           3712
-          ],
-          [
-           "4_2",
-           43,
-           3713
-          ],
-          [
-           "4_2",
-           44,
-           3716
-          ],
-          [
-           "4_2",
-           44,
-           3717
-          ],
-          [
-           "4_2",
-           44,
-           3718
-          ],
-          [
-           "4_2",
-           44,
-           3720
-          ],
-          [
-           "4_2",
-           45,
-           3722
-          ],
-          [
-           "4_2",
-           45,
-           3723
-          ],
-          [
-           "4_2",
-           45,
-           3725
-          ],
-          [
-           "4_2",
-           46,
-           3727
-          ],
-          [
-           "4_2",
-           46,
-           3728
-          ],
-          [
-           "4_2",
-           46,
-           3729
-          ],
-          [
-           "4_2",
-           46,
-           3730
-          ],
-          [
-           "4_2",
-           47,
-           3731
-          ],
-          [
-           "4_2",
-           47,
-           3732
-          ],
-          [
-           "4_2",
-           47,
-           3733
-          ],
-          [
-           "4_2",
-           47,
-           3734
-          ],
-          [
-           "4_2",
-           47,
-           3735
-          ],
-          [
-           "4_2",
-           48,
-           3736
-          ],
-          [
-           "4_2",
-           48,
-           3737
-          ],
-          [
-           "4_2",
-           48,
-           3738
-          ],
-          [
-           "4_2",
-           48,
-           3739
-          ],
-          [
-           "4_2",
-           48,
-           3740
-          ],
-          [
-           "4_2",
-           49,
-           3741
-          ],
-          [
-           "4_2",
-           49,
-           3742
-          ],
-          [
-           "4_2",
-           49,
-           3743
-          ],
-          [
-           "4_2",
-           49,
-           3744
-          ],
-          [
-           "4_2",
-           49,
-           3745
-          ],
-          [
-           "4_2",
-           50,
-           3747
-          ],
-          [
-           "4_2",
-           50,
-           3748
-          ],
-          [
-           "4_2",
-           50,
-           3749
-          ],
-          [
-           "4_2",
-           51,
-           3751
-          ],
-          [
-           "4_2",
-           51,
-           3752
-          ],
-          [
-           "4_2",
-           51,
-           3753
-          ],
-          [
-           "4_2",
-           51,
-           3754
-          ],
-          [
-           "4_2",
-           52,
-           3756
-          ],
-          [
-           "4_2",
-           52,
-           3758
-          ],
-          [
-           "4_2",
-           53,
-           3761
-          ],
-          [
-           "4_2",
-           53,
-           3762
-          ],
-          [
-           "4_2",
-           53,
-           3765
-          ],
-          [
-           "4_2",
-           54,
-           3766
-          ],
-          [
-           "4_2",
-           54,
-           3767
-          ],
-          [
-           "4_2",
-           54,
-           3769
-          ],
-          [
-           "4_2",
-           54,
-           3770
-          ],
-          [
-           "4_2",
-           55,
-           3771
-          ],
-          [
-           "4_2",
-           55,
-           3774
-          ],
-          [
-           "4_2",
-           55,
-           3775
-          ],
-          [
-           "4_2",
-           56,
-           3776
-          ],
-          [
-           "4_2",
-           56,
-           3777
-          ],
-          [
-           "4_2",
-           56,
-           3778
-          ],
-          [
-           "4_2",
-           56,
-           3779
-          ],
-          [
-           "4_2",
-           56,
-           3780
-          ],
-          [
-           "4_2",
-           57,
-           3781
-          ],
-          [
-           "4_2",
-           57,
-           3782
-          ],
-          [
-           "4_2",
-           57,
-           3783
-          ],
-          [
-           "4_2",
-           57,
-           3784
-          ],
-          [
-           "4_2",
-           57,
-           3785
-          ],
-          [
-           "4_2",
-           58,
-           3786
-          ],
-          [
-           "4_2",
-           58,
-           3787
-          ],
-          [
-           "4_2",
-           58,
-           3788
-          ],
-          [
-           "4_2",
-           58,
-           3789
-          ],
-          [
-           "4_2",
-           58,
-           3790
-          ],
-          [
-           "4_2",
-           59,
-           3791
-          ],
-          [
-           "4_2",
-           59,
-           3792
-          ],
-          [
-           "4_2",
-           59,
-           3793
-          ],
-          [
-           "4_2",
-           59,
-           3794
-          ],
-          [
-           "4_2",
-           59,
-           3795
-          ],
-          [
-           "4_2",
-           60,
-           3796
-          ],
-          [
-           "4_2",
-           60,
-           3797
-          ],
-          [
-           "4_2",
-           60,
-           3799
-          ],
-          [
-           "4_2",
-           60,
-           3800
-          ],
-          [
-           "4_2",
-           61,
-           3801
-          ],
-          [
-           "4_2",
-           61,
-           3802
-          ],
-          [
-           "4_2",
-           61,
-           3803
-          ],
-          [
-           "4_2",
-           62,
-           3806
-          ],
-          [
-           "4_2",
-           62,
-           3808
-          ],
-          [
-           "4_2",
-           62,
-           3809
-          ],
-          [
-           "4_2",
-           62,
-           3810
-          ],
-          [
-           "4_2",
-           63,
-           3811
-          ],
-          [
-           "4_2",
-           63,
-           3812
-          ],
-          [
-           "4_2",
-           63,
-           3814
-          ],
-          [
-           "4_2",
-           63,
-           3815
-          ],
-          [
-           "4_2",
-           64,
-           3816
-          ],
-          [
-           "4_2",
-           64,
-           3817
-          ],
-          [
-           "4_2",
-           64,
-           3818
-          ],
-          [
-           "4_2",
-           64,
-           3820
-          ],
-          [
-           "4_2",
-           65,
-           3821
-          ],
-          [
-           "4_2",
-           65,
-           3823
-          ],
-          [
-           "4_2",
-           65,
-           3825
-          ],
-          [
-           "4_2",
-           66,
-           3826
-          ],
-          [
-           "4_2",
-           66,
-           3827
-          ],
-          [
-           "4_2",
-           67,
-           3831
-          ],
-          [
-           "4_2",
-           67,
-           3832
-          ],
-          [
-           "4_2",
-           67,
-           3833
-          ],
-          [
-           "4_2",
-           67,
-           3835
-          ],
-          [
-           "4_2",
-           68,
-           3836
-          ],
-          [
-           "4_2",
-           68,
-           3837
-          ],
-          [
-           "4_2",
-           68,
-           3839
-          ],
-          [
-           "4_2",
-           68,
-           3840
-          ],
-          [
-           "4_2",
-           69,
-           3841
-          ],
-          [
-           "4_2",
-           69,
-           3842
-          ],
-          [
-           "4_2",
-           69,
-           3843
-          ],
-          [
-           "4_2",
-           69,
-           3844
-          ],
-          [
-           "4_2",
-           70,
-           3847
-          ],
-          [
-           "4_2",
-           70,
-           3848
-          ],
-          [
-           "4_2",
-           70,
-           3850
-          ],
-          [
-           "4_2",
-           71,
-           3851
-          ],
-          [
-           "4_2",
-           71,
-           3853
-          ],
-          [
-           "4_2",
-           71,
-           3855
-          ],
-          [
-           "4_2",
-           72,
-           3857
-          ],
-          [
-           "4_2",
-           72,
-           3859
-          ],
-          [
-           "4_2",
-           72,
-           3860
-          ],
-          [
-           "4_2",
-           73,
-           3861
-          ],
-          [
-           "4_2",
-           73,
-           3862
-          ],
-          [
-           "4_2",
-           73,
-           3865
-          ],
-          [
-           "4_2",
-           74,
-           3866
-          ],
-          [
-           "4_2",
-           74,
-           3869
-          ],
-          [
-           "4_2",
-           75,
-           3873
-          ],
-          [
-           "4_2",
-           76,
-           3876
-          ],
-          [
-           "4_2",
-           76,
-           3877
-          ],
-          [
-           "4_2",
-           76,
-           3878
-          ],
-          [
-           "4_2",
-           76,
-           3879
-          ],
-          [
-           "4_2",
-           76,
-           3880
-          ],
-          [
-           "4_2",
-           77,
-           3881
-          ],
-          [
-           "4_2",
-           77,
-           3882
-          ],
-          [
-           "4_2",
-           77,
-           3884
-          ],
-          [
-           "4_2",
-           77,
-           3885
-          ],
-          [
-           "4_2",
-           78,
-           3886
-          ],
-          [
-           "4_2",
-           78,
-           3887
-          ],
-          [
-           "4_2",
-           78,
-           3888
-          ],
-          [
-           "4_2",
-           79,
-           3892
-          ],
-          [
-           "4_2",
-           79,
-           3893
-          ],
-          [
-           "4_2",
-           79,
-           3894
-          ],
-          [
-           "4_2",
-           79,
-           3895
-          ],
-          [
-           "4_2",
-           80,
-           3896
-          ],
-          [
-           "4_2",
-           80,
-           3897
-          ],
-          [
-           "4_2",
-           80,
-           3898
-          ],
-          [
-           "4_2",
-           80,
-           3900
-          ],
-          [
-           "4_2",
-           81,
-           3901
-          ],
-          [
-           "4_2",
-           81,
-           3902
-          ],
-          [
-           "4_2",
-           81,
-           3903
-          ],
-          [
-           "4_2",
-           81,
-           3904
-          ],
-          [
-           "4_2",
-           81,
-           3905
-          ],
-          [
-           "4_2",
-           82,
-           3906
-          ],
-          [
-           "4_2",
-           82,
-           3907
-          ],
-          [
-           "4_2",
-           82,
-           3908
-          ],
-          [
-           "4_2",
-           82,
-           3910
-          ],
-          [
-           "4_2",
-           83,
-           3912
-          ],
-          [
-           "4_2",
-           83,
-           3913
-          ],
-          [
-           "4_2",
-           83,
-           3914
-          ],
-          [
-           "4_2",
-           83,
-           3915
-          ],
-          [
-           "4_2",
-           84,
-           3916
-          ],
-          [
-           "4_2",
-           84,
-           3917
-          ],
-          [
-           "4_2",
-           84,
-           3918
-          ],
-          [
-           "4_2",
-           84,
-           3919
-          ],
-          [
-           "4_2",
-           84,
-           3920
-          ],
-          [
-           "4_2",
-           85,
-           3923
-          ],
-          [
-           "4_2",
-           85,
-           3924
-          ],
-          [
-           "4_2",
-           85,
-           3925
-          ],
-          [
-           "4_2",
-           86,
-           3926
-          ],
-          [
-           "4_2",
-           86,
-           3928
-          ],
-          [
-           "4_2",
-           86,
-           3929
-          ],
-          [
-           "4_2",
-           86,
-           3930
-          ],
-          [
-           "4_2",
-           87,
-           3931
-          ],
-          [
-           "4_2",
-           87,
-           3933
-          ],
-          [
-           "4_2",
-           87,
-           3935
-          ],
-          [
-           "4_2",
-           88,
-           3939
-          ],
-          [
-           "4_2",
-           88,
-           3940
-          ],
-          [
-           "4_2",
-           89,
-           3941
-          ],
-          [
-           "4_2",
-           89,
-           3942
-          ],
-          [
-           "4_2",
-           89,
-           3943
-          ],
-          [
-           "4_2",
-           89,
-           3944
-          ],
-          [
-           "4_2",
-           89,
-           3945
-          ],
-          [
-           "4_2",
-           90,
-           3946
-          ],
-          [
-           "4_2",
-           90,
-           3947
-          ],
-          [
-           "4_2",
-           90,
-           3950
-          ],
-          [
-           "4_2",
-           91,
-           3951
-          ],
-          [
-           "4_2",
-           91,
-           3954
-          ],
-          [
-           "4_2",
-           91,
-           3955
-          ],
-          [
-           "4_2",
-           92,
-           3956
-          ],
-          [
-           "4_2",
-           92,
-           3957
-          ],
-          [
-           "4_2",
-           92,
-           3958
-          ],
-          [
-           "4_2",
-           92,
-           3959
-          ],
-          [
-           "4_2",
-           92,
-           3960
-          ],
-          [
-           "4_2",
-           93,
-           3961
-          ],
-          [
-           "4_2",
-           93,
-           3962
-          ],
-          [
-           "4_2",
-           93,
-           3963
-          ],
-          [
-           "4_2",
-           93,
-           3964
-          ],
-          [
-           "4_2",
-           94,
-           3966
-          ],
-          [
-           "4_2",
-           94,
-           3968
-          ],
-          [
-           "4_2",
-           94,
-           3969
-          ],
-          [
-           "4_2",
-           94,
-           3970
-          ],
-          [
-           "4_2",
-           95,
-           3971
-          ],
-          [
-           "4_2",
-           95,
-           3973
-          ],
-          [
-           "4_2",
-           95,
-           3974
-          ],
-          [
-           "4_2",
-           96,
-           3976
-          ],
-          [
-           "4_2",
-           96,
-           3977
-          ],
-          [
-           "4_2",
-           96,
-           3978
-          ],
-          [
-           "4_2",
-           96,
-           3979
-          ],
-          [
-           "4_2",
-           96,
-           3980
-          ],
-          [
-           "4_2",
-           97,
-           3981
-          ],
-          [
-           "4_2",
-           97,
-           3983
-          ],
-          [
-           "4_2",
-           97,
-           3984
-          ],
-          [
-           "4_2",
-           97,
-           3985
-          ],
-          [
-           "4_2",
-           98,
-           3986
-          ],
-          [
-           "4_2",
-           98,
-           3987
-          ],
-          [
-           "4_2",
-           98,
-           3988
-          ],
-          [
-           "4_2",
-           99,
-           3991
-          ],
-          [
-           "4_2",
-           99,
-           3992
-          ],
-          [
-           "4_2",
-           99,
-           3994
-          ],
-          [
-           "4_2",
-           99,
-           3995
-          ],
-          [
-           "4_2",
-           100,
-           3996
-          ],
-          [
-           "4_2",
-           100,
-           3997
-          ],
-          [
-           "4_2",
-           100,
-           3998
-          ],
-          [
-           "4_2",
-           100,
-           3999
-          ],
-          [
-           "4_2",
-           100,
-           4000
-          ]
-         ],
-         "hovertemplate": "<b>mR_4_2</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "mR_4_2",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x16",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y16"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "PACXAJ0AXwE=",
-          "dtype": "i2"
-         },
-         "xaxis": "x16",
-         "y": {
-          "bdata": "MzMzMzMzDUCuR+F6FK4UQIXrUbgehRBAw/UoXI/CDUA=",
-          "dtype": "f8"
-         },
-         "yaxis": "y16"
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "Individuals Chart 1_1",
-          "x": 0.225,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 1.0,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "mR 1_1",
-          "x": 0.775,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 1.0,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "Individuals Chart 1_2",
-          "x": 0.225,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.8678571428571428,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "mR 1_2",
-          "x": 0.775,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.8678571428571428,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "Individuals Chart 2_1",
-          "x": 0.225,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.7357142857142858,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "mR 2_1",
-          "x": 0.775,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.7357142857142858,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "Individuals Chart 2_2",
-          "x": 0.225,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.6035714285714285,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "mR 2_2",
-          "x": 0.775,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.6035714285714285,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "Individuals Chart 3_1",
-          "x": 0.225,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.4714285714285714,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "mR 3_1",
-          "x": 0.775,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.4714285714285714,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "Individuals Chart 3_2",
-          "x": 0.225,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.3392857142857143,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "mR 3_2",
-          "x": 0.775,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.3392857142857143,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "Individuals Chart 4_1",
-          "x": 0.225,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.20714285714285713,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "mR 4_1",
-          "x": 0.775,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.20714285714285713,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "Individuals Chart 4_2",
-          "x": 0.225,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.075,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "font": {
-           "size": 16
-          },
-          "showarrow": false,
-          "text": "mR 4_2",
-          "x": 0.775,
-          "xanchor": "center",
-          "xref": "paper",
-          "y": 0.075,
-          "yanchor": "bottom",
-          "yref": "paper"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 240.9 | CL = 238.2 | LPL = 235.5",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 3.320 | CL = 1.020 | LPL = 0.000",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x2 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 241.5 | CL = 238.7 | LPL = 235.8",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x3 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y3 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 3.500 | CL = 1.070 | LPL = 0.000",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x4 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y4 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 240.1 | CL = 237.3 | LPL = 234.5",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x5 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y5 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 3.480 | CL = 1.060 | LPL = 0.000",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x6 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y6 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 241.8 | CL = 239.0 | LPL = 236.2",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x7 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y7 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 3.430 | CL = 1.050 | LPL = 0.000",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x8 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y8 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 239.7 | CL = 236.7 | LPL = 233.6",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x9 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y9 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 3.780 | CL = 1.160 | LPL = 0.000",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x10 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y10 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 240.1 | CL = 237.0 | LPL = 234.0",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x11 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y11 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 3.710 | CL = 1.140 | LPL = 0.000",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x12 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y12 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 240.5 | CL = 237.5 | LPL = 234.5",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x13 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y13 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 3.650 | CL = 1.120 | LPL = 0.000",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x14 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y14 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 241.1 | CL = 238.1 | LPL = 235.2",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x15 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y15 domain"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "UPL = 3.580 | CL = 1.100 | LPL = 0.000",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "x16 domain",
-          "y": 1.0,
-          "yanchor": "top",
-          "yref": "y16 domain"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 3200,
-        "hovermode": "closest",
-        "margin": {
-         "b": 100
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 240.9,
-          "y1": 240.9,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 235.5,
-          "y1": 235.5,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 238.2,
-          "y1": 238.2,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x2 domain",
-          "y0": 3.32,
-          "y1": 3.32,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x2 domain",
-          "y0": 0.0,
-          "y1": 0.0,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x2 domain",
-          "y0": 1.02,
-          "y1": 1.02,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x3 domain",
-          "y0": 241.51,
-          "y1": 241.51,
-          "yref": "y3"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x3 domain",
-          "y0": 235.81,
-          "y1": 235.81,
-          "yref": "y3"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x3 domain",
-          "y0": 238.66,
-          "y1": 238.66,
-          "yref": "y3"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x4 domain",
-          "y0": 3.5,
-          "y1": 3.5,
-          "yref": "y4"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x4 domain",
-          "y0": 0.0,
-          "y1": 0.0,
-          "yref": "y4"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x4 domain",
-          "y0": 1.07,
-          "y1": 1.07,
-          "yref": "y4"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x5 domain",
-          "y0": 240.13,
-          "y1": 240.13,
-          "yref": "y5"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x5 domain",
-          "y0": 234.47,
-          "y1": 234.47,
-          "yref": "y5"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x5 domain",
-          "y0": 237.3,
-          "y1": 237.3,
-          "yref": "y5"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x6 domain",
-          "y0": 3.48,
-          "y1": 3.48,
-          "yref": "y6"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x6 domain",
-          "y0": 0.0,
-          "y1": 0.0,
-          "yref": "y6"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x6 domain",
-          "y0": 1.06,
-          "y1": 1.06,
-          "yref": "y6"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x7 domain",
-          "y0": 241.79,
-          "y1": 241.79,
-          "yref": "y7"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x7 domain",
-          "y0": 236.2,
-          "y1": 236.2,
-          "yref": "y7"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x7 domain",
-          "y0": 238.99,
-          "y1": 238.99,
-          "yref": "y7"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x8 domain",
-          "y0": 3.43,
-          "y1": 3.43,
-          "yref": "y8"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x8 domain",
-          "y0": 0.0,
-          "y1": 0.0,
-          "yref": "y8"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x8 domain",
-          "y0": 1.05,
-          "y1": 1.05,
-          "yref": "y8"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x9 domain",
-          "y0": 239.73,
-          "y1": 239.73,
-          "yref": "y9"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x9 domain",
-          "y0": 233.58,
-          "y1": 233.58,
-          "yref": "y9"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x9 domain",
-          "y0": 236.66,
-          "y1": 236.66,
-          "yref": "y9"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x10 domain",
-          "y0": 3.78,
-          "y1": 3.78,
-          "yref": "y10"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x10 domain",
-          "y0": 0.0,
-          "y1": 0.0,
-          "yref": "y10"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x10 domain",
-          "y0": 1.16,
-          "y1": 1.16,
-          "yref": "y10"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x11 domain",
-          "y0": 240.05,
-          "y1": 240.05,
-          "yref": "y11"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x11 domain",
-          "y0": 234.01,
-          "y1": 234.01,
-          "yref": "y11"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x11 domain",
-          "y0": 237.03,
-          "y1": 237.03,
-          "yref": "y11"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x12 domain",
-          "y0": 3.71,
-          "y1": 3.71,
-          "yref": "y12"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x12 domain",
-          "y0": 0.0,
-          "y1": 0.0,
-          "yref": "y12"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x12 domain",
-          "y0": 1.14,
-          "y1": 1.14,
-          "yref": "y12"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x13 domain",
-          "y0": 240.48,
-          "y1": 240.48,
-          "yref": "y13"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x13 domain",
-          "y0": 234.53,
-          "y1": 234.53,
-          "yref": "y13"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x13 domain",
-          "y0": 237.51,
-          "y1": 237.51,
-          "yref": "y13"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x14 domain",
-          "y0": 3.65,
-          "y1": 3.65,
-          "yref": "y14"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x14 domain",
-          "y0": 0.0,
-          "y1": 0.0,
-          "yref": "y14"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x14 domain",
-          "y0": 1.12,
-          "y1": 1.12,
-          "yref": "y14"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x15 domain",
-          "y0": 241.06,
-          "y1": 241.06,
-          "yref": "y15"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x15 domain",
-          "y0": 235.23,
-          "y1": 235.23,
-          "yref": "y15"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x15 domain",
-          "y0": 238.14,
-          "y1": 238.14,
-          "yref": "y15"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x16 domain",
-          "y0": 3.58,
-          "y1": 3.58,
-          "yref": "y16"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x16 domain",
-          "y0": 0.0,
-          "y1": 0.0,
-          "yref": "y16"
-         },
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x16 domain",
-          "y0": 1.1,
-          "y1": 1.1,
-          "yref": "y16"
-         }
-        ],
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "font": {
-          "color": "#222222",
-          "size": 14
-         },
-         "x": 0.5,
-         "xanchor": "center"
-        },
-        "width": 1000,
-        "xaxis": {
-         "anchor": "y",
-         "automargin": true,
-         "domain": [
-          0.0,
-          0.45
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "5",
-          "10",
-          "15",
-          "20",
-          "26",
-          "31",
-          "37",
-          "43",
-          "47",
-          "53",
-          "58",
-          "62",
-          "67",
-          "72",
-          "78",
-          "82",
-          "87",
-          "92",
-          "97",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          375
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis10": {
-         "anchor": "y10",
-         "automargin": true,
-         "domain": [
-          0.55,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "5",
-          "10",
-          "16",
-          "22",
-          "27",
-          "32",
-          "35",
-          "40",
-          "45",
-          "50",
-          "55",
-          "60",
-          "65",
-          "70",
-          "75",
-          "80",
-          "85",
-          "92",
-          "97",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          374
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis11": {
-         "anchor": "y11",
-         "automargin": true,
-         "domain": [
-          0.0,
-          0.45
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "6",
-          "11",
-          "16",
-          "20",
-          "25",
-          "30",
-          "35",
-          "40",
-          "46",
-          "52",
-          "57",
-          "64",
-          "68",
-          "74",
-          "79",
-          "84",
-          "89",
-          "94",
-          "99",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          20,
-          40,
-          60,
-          80,
-          100,
-          120,
-          140,
-          160,
-          180,
-          200,
-          220,
-          240,
-          260,
-          280,
-          300,
-          320,
-          340,
-          360,
-          380,
-          386
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis12": {
-         "anchor": "y12",
-         "automargin": true,
-         "domain": [
-          0.55,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "7",
-          "11",
-          "16",
-          "21",
-          "25",
-          "30",
-          "36",
-          "40",
-          "46",
-          "52",
-          "57",
-          "64",
-          "69",
-          "74",
-          "79",
-          "84",
-          "89",
-          "94",
-          "99",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          20,
-          40,
-          60,
-          80,
-          100,
-          120,
-          140,
-          160,
-          180,
-          200,
-          220,
-          240,
-          260,
-          280,
-          300,
-          320,
-          340,
-          360,
-          380,
-          385
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis13": {
-         "anchor": "y13",
-         "automargin": true,
-         "domain": [
-          0.0,
-          0.45
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "5",
-          "10",
-          "15",
-          "20",
-          "26",
-          "30",
-          "36",
-          "42",
-          "46",
-          "51",
-          "56",
-          "61",
-          "66",
-          "71",
-          "76",
-          "81",
-          "85",
-          "90",
-          "96",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          376
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis14": {
-         "anchor": "y14",
-         "automargin": true,
-         "domain": [
-          0.55,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "5",
-          "10",
-          "16",
-          "20",
-          "26",
-          "30",
-          "36",
-          "42",
-          "46",
-          "52",
-          "56",
-          "61",
-          "66",
-          "71",
-          "76",
-          "81",
-          "86",
-          "91",
-          "97",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          375
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis15": {
-         "anchor": "y15",
-         "automargin": true,
-         "domain": [
-          0.0,
-          0.45
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "6",
-          "10",
-          "15",
-          "19",
-          "25",
-          "30",
-          "34",
-          "40",
-          "46",
-          "50",
-          "56",
-          "60",
-          "65",
-          "70",
-          "77",
-          "82",
-          "86",
-          "92",
-          "97",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          376
-         ],
-         "title": {
-          "text": "Production Time"
-         }
-        },
-        "xaxis16": {
-         "anchor": "y16",
-         "automargin": true,
-         "domain": [
-          0.55,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "6",
-          "10",
-          "15",
-          "19",
-          "25",
-          "30",
-          "35",
-          "40",
-          "46",
-          "50",
-          "56",
-          "60",
-          "65",
-          "71",
-          "77",
-          "82",
-          "87",
-          "92",
-          "97",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          375
-         ],
-         "title": {
-          "text": "Production Time"
-         }
-        },
-        "xaxis2": {
-         "anchor": "y2",
-         "automargin": true,
-         "domain": [
-          0.55,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "5",
-          "10",
-          "15",
-          "21",
-          "26",
-          "31",
-          "38",
-          "43",
-          "48",
-          "54",
-          "58",
-          "62",
-          "68",
-          "73",
-          "78",
-          "83",
-          "87",
-          "92",
-          "97",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          374
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis3": {
-         "anchor": "y3",
-         "automargin": true,
-         "domain": [
-          0.0,
-          0.45
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "6",
-          "12",
-          "17",
-          "23",
-          "27",
-          "33",
-          "38",
-          "44",
-          "49",
-          "53",
-          "58",
-          "62",
-          "66",
-          "71",
-          "76",
-          "80",
-          "86",
-          "91",
-          "96",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          379
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis4": {
-         "anchor": "y4",
-         "automargin": true,
-         "domain": [
-          0.55,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "7",
-          "12",
-          "18",
-          "23",
-          "27",
-          "34",
-          "38",
-          "45",
-          "49",
-          "53",
-          "58",
-          "62",
-          "66",
-          "71",
-          "76",
-          "81",
-          "86",
-          "91",
-          "97",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          378
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis5": {
-         "anchor": "y5",
-         "automargin": true,
-         "domain": [
-          0.0,
-          0.45
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "6",
-          "11",
-          "16",
-          "22",
-          "27",
-          "31",
-          "36",
-          "41",
-          "47",
-          "51",
-          "57",
-          "61",
-          "67",
-          "73",
-          "78",
-          "83",
-          "89",
-          "93",
-          "99",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          20,
-          40,
-          60,
-          80,
-          100,
-          120,
-          140,
-          160,
-          180,
-          200,
-          220,
-          240,
-          260,
-          280,
-          300,
-          320,
-          340,
-          360,
-          380,
-          388
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis6": {
-         "anchor": "y6",
-         "automargin": true,
-         "domain": [
-          0.55,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "6",
-          "11",
-          "17",
-          "22",
-          "27",
-          "31",
-          "36",
-          "42",
-          "47",
-          "51",
-          "57",
-          "61",
-          "67",
-          "73",
-          "78",
-          "83",
-          "89",
-          "94",
-          "99",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          20,
-          40,
-          60,
-          80,
-          100,
-          120,
-          140,
-          160,
-          180,
-          200,
-          220,
-          240,
-          260,
-          280,
-          300,
-          320,
-          340,
-          360,
-          380,
-          387
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis7": {
-         "anchor": "y7",
-         "automargin": true,
-         "domain": [
-          0.0,
-          0.45
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "6",
-          "11",
-          "16",
-          "21",
-          "27",
-          "32",
-          "37",
-          "42",
-          "46",
-          "51",
-          "56",
-          "60",
-          "65",
-          "70",
-          "77",
-          "82",
-          "87",
-          "91",
-          "96",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          379
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis8": {
-         "anchor": "y8",
-         "automargin": true,
-         "domain": [
-          0.55,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "6",
-          "12",
-          "17",
-          "21",
-          "27",
-          "32",
-          "37",
-          "42",
-          "46",
-          "51",
-          "56",
-          "61",
-          "66",
-          "71",
-          "77",
-          "82",
-          "87",
-          "91",
-          "96",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          378
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "xaxis9": {
-         "anchor": "y9",
-         "automargin": true,
-         "domain": [
-          0.0,
-          0.45
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "5",
-          "10",
-          "15",
-          "22",
-          "26",
-          "31",
-          "35",
-          "40",
-          "45",
-          "50",
-          "55",
-          "60",
-          "65",
-          "70",
-          "75",
-          "80",
-          "85",
-          "91",
-          "96",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          19,
-          38,
-          57,
-          76,
-          95,
-          114,
-          133,
-          152,
-          171,
-          190,
-          209,
-          228,
-          247,
-          266,
-          285,
-          304,
-          323,
-          342,
-          361,
-          375
-         ],
-         "title": {
-          "text": ""
-         }
-        },
-        "yaxis": {
-         "anchor": "x",
-         "autorange": false,
-         "domain": [
-          0.925,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          229.151,
-          243.429
-         ],
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Individual Value"
-         },
-         "zeroline": false
-        },
-        "yaxis10": {
-         "anchor": "x10",
-         "autorange": false,
-         "domain": [
-          0.3964285714285714,
-          0.4714285714285714
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          -0.41250000000000003,
-          8.6625
-         ],
-         "showgrid": true,
-         "showline": true
-        },
-        "yaxis11": {
-         "anchor": "x11",
-         "autorange": false,
-         "domain": [
-          0.2642857142857143,
-          0.3392857142857143
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          229.151,
-          243.429
-         ],
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Individual Value"
-         }
-        },
-        "yaxis12": {
-         "anchor": "x12",
-         "autorange": false,
-         "domain": [
-          0.2642857142857143,
-          0.3392857142857143
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          -0.41250000000000003,
-          8.6625
-         ],
-         "showgrid": true,
-         "showline": true
-        },
-        "yaxis13": {
-         "anchor": "x13",
-         "autorange": false,
-         "domain": [
-          0.13214285714285715,
-          0.20714285714285713
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          229.151,
-          243.429
-         ],
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Individual Value"
-         }
-        },
-        "yaxis14": {
-         "anchor": "x14",
-         "autorange": false,
-         "domain": [
-          0.13214285714285715,
-          0.20714285714285713
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          -0.41250000000000003,
-          8.6625
-         ],
-         "showgrid": true,
-         "showline": true
-        },
-        "yaxis15": {
-         "anchor": "x15",
-         "autorange": false,
-         "domain": [
-          0.0,
-          0.075
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          229.151,
-          243.429
-         ],
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Individual Value"
-         }
-        },
-        "yaxis16": {
-         "anchor": "x16",
-         "autorange": false,
-         "domain": [
-          0.0,
-          0.075
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          -0.41250000000000003,
-          8.6625
-         ],
-         "showgrid": true,
-         "showline": true
-        },
-        "yaxis2": {
-         "anchor": "x2",
-         "autorange": false,
-         "domain": [
-          0.925,
-          1.0
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          -0.41250000000000003,
-          8.6625
-         ],
-         "showgrid": true,
-         "showline": true
-        },
-        "yaxis3": {
-         "anchor": "x3",
-         "autorange": false,
-         "domain": [
-          0.7928571428571428,
-          0.8678571428571428
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          229.151,
-          243.429
-         ],
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Individual Value"
-         }
-        },
-        "yaxis4": {
-         "anchor": "x4",
-         "autorange": false,
-         "domain": [
-          0.7928571428571428,
-          0.8678571428571428
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          -0.41250000000000003,
-          8.6625
-         ],
-         "showgrid": true,
-         "showline": true
-        },
-        "yaxis5": {
-         "anchor": "x5",
-         "autorange": false,
-         "domain": [
-          0.6607142857142858,
-          0.7357142857142858
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          229.151,
-          243.429
-         ],
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Individual Value"
-         }
-        },
-        "yaxis6": {
-         "anchor": "x6",
-         "autorange": false,
-         "domain": [
-          0.6607142857142858,
-          0.7357142857142858
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          -0.41250000000000003,
-          8.6625
-         ],
-         "showgrid": true,
-         "showline": true
-        },
-        "yaxis7": {
-         "anchor": "x7",
-         "autorange": false,
-         "domain": [
-          0.5285714285714286,
-          0.6035714285714285
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          229.151,
-          243.429
-         ],
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Individual Value"
-         }
-        },
-        "yaxis8": {
-         "anchor": "x8",
-         "autorange": false,
-         "domain": [
-          0.5285714285714286,
-          0.6035714285714285
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          -0.41250000000000003,
-          8.6625
-         ],
-         "showgrid": true,
-         "showline": true
-        },
-        "yaxis9": {
-         "anchor": "x9",
-         "autorange": false,
-         "domain": [
-          0.3964285714285714,
-          0.4714285714285714
-         ],
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "range": [
-          229.151,
-          243.429
-         ],
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Individual Value"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds3_val.execute(\n",
-    "    chart='X',\n",
-    "    by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2],\n",
-    "    companion=True\n",
-    ").plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Current Process Capability (Slide 19)\n",
-    "\n",
-    "Bishop's reference values:\n",
-    "- **Process Mean = 237.81**, **Process StdEv = 1.74**\n",
-    "- **PPL = 1.12**, **PP = 0.96**, **PPU = 0.8**\n",
-    "- **Pct below LSL = 0.53%**, **Pct above USL = 0.46%**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.926398Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.926318Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.944844Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.944461Z"
-    }
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "CapabilityResult:\n",
-      "  Specs: LSL=232, USL=242, Target=237\n",
-      "  N=3042, Ybar=237.81, S=1.74, sigma_hat=1.74\n",
-      "\n",
-      "  Current Capability (overall sigma):\n",
-      "    Pp=0.96  Ppk=0.8  (lower=1.12, upper=0.8)\n",
-      "\n",
-      "  Potential Capability (R2 sigma):\n",
-      "    Cp=2.34  Cpk=1.96  (lower=2.72, upper=1.96)\n",
-      "\n",
-      "  Z-scores:\n",
-      "    Z_lower=3.35, Z_upper=2.41\n",
-      "\n",
-      "  Empirical (current):\n",
-      "    Below LSL: 16 (0.53%)  Above USL: 14 (0.46%)  Total outside: 30 (0.99%)\n",
-      "  Empirical (potential):\n",
-      "    Below LSL: 0 (0.0%)  Above USL: 0 (0.0%)\n",
-      "\n",
-      "  Note: Stability not assessed; run study.execute() and review signals before interpreting indices.\n"
-     ]
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "histnorm": "percent",
-         "hovertemplate": "Range: %{x}<br>Count: %{y}<extra></extra>",
-         "marker": {
-          "color": "steelblue"
-         },
-         "nbinsx": 10,
-         "opacity": 0.75,
-         "showlegend": true,
-         "type": "histogram",
-         "x": {
-          "bdata": "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",
-          "dtype": "f8"
-         }
-        },
-        {
-         "line": {
-          "color": "#DC143C",
-          "dash": "solid",
-          "width": 2
-         },
-         "mode": "lines",
-         "name": "Spec Limits (LSL=232, USL=242)",
-         "type": "scatter",
-         "x": [
-          null
-         ],
-         "y": [
-          null
-         ]
-        },
-        {
-         "line": {
-          "color": "#2E8B57",
-          "dash": "dashdot",
-          "width": 1.5
-         },
-         "mode": "lines",
-         "name": "Target (237)",
-         "type": "scatter",
-         "x": [
-          null
-         ],
-         "y": [
-          null
-         ]
-        },
-        {
-         "line": {
-          "color": "#2E8B57",
-          "dash": "solid",
-          "width": 2
-         },
-         "mode": "lines",
-         "name": "Y-bar (237.81)",
-         "type": "scatter",
-         "x": [
-          null
-         ],
-         "y": [
-          null
-         ]
-        },
-        {
-         "line": {
-          "color": "#2E8B57",
-          "dash": "dash",
-          "width": 1.5
-         },
-         "mode": "lines",
-         "name": "NPL (232.6, 243.02)",
-         "type": "scatter",
-         "x": [
-          null
-         ],
-         "y": [
-          null
-         ]
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "align": "left",
-          "bgcolor": "rgba(255, 255, 255, 0.9)",
-          "bordercolor": "#CCCCCC",
-          "borderwidth": 1,
-          "font": {
-           "color": "#333333",
-           "family": "monospace",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "n = 3042<br>Ȳ = 237.81<br>σ̂ = 1.74<br><br>PP  Index = 0.96<br>PPL Index = 1.12<br>PPU Index = 0.80<br><br>Pct Below LSL = 0.53%<br>Pct Above USL = 0.46%",
-          "x": 0.98,
-          "xanchor": "right",
-          "xref": "paper",
-          "y": 0.95,
-          "yanchor": "top",
-          "yref": "paper"
-         }
-        ],
-        "bargap": 0.05,
-        "font": {
-         "color": "#333333",
-         "family": "Arial, sans-serif",
-         "size": 12
-        },
-        "height": 500,
-        "legend": {
-         "orientation": "h",
-         "x": 0.5,
-         "xanchor": "center",
-         "y": -0.18,
-         "yanchor": "top"
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "white",
-        "shapes": [
-         {
-          "fillcolor": "#DC143C",
-          "layer": "below",
-          "line": {
-           "width": 0
-          },
-          "opacity": 0.1,
-          "type": "rect",
-          "x0": 229.1461979325549,
-          "x1": 232,
-          "xref": "x",
-          "y0": 0,
-          "y1": 1,
-          "yref": "y domain"
-         },
-         {
-          "fillcolor": "#DC143C",
-          "layer": "below",
-          "line": {
-           "width": 0
-          },
-          "opacity": 0.1,
-          "type": "rect",
-          "x0": 242,
-          "x1": 243.4333935842393,
-          "xref": "x",
-          "y0": 0,
-          "y1": 1,
-          "yref": "y domain"
-         },
-         {
-          "layer": "above",
-          "line": {
-           "color": "#DC143C",
-           "dash": "solid",
-           "width": 2
-          },
-          "type": "line",
-          "x0": 232,
-          "x1": 232,
-          "xref": "x",
-          "y0": 0,
-          "y1": 1,
-          "yref": "y domain"
-         },
-         {
-          "layer": "above",
-          "line": {
-           "color": "#DC143C",
-           "dash": "solid",
-           "width": 2
-          },
-          "type": "line",
-          "x0": 242,
-          "x1": 242,
-          "xref": "x",
-          "y0": 0,
-          "y1": 1,
-          "yref": "y domain"
-         },
-         {
-          "layer": "above",
-          "line": {
-           "color": "#2E8B57",
-           "dash": "dashdot",
-           "width": 1.5
-          },
-          "type": "line",
-          "x0": 237,
-          "x1": 237,
-          "xref": "x",
-          "y0": 0,
-          "y1": 1,
-          "yref": "y domain"
-         },
-         {
-          "layer": "above",
-          "line": {
-           "color": "#2E8B57",
-           "dash": "solid",
-           "width": 2
-          },
-          "type": "line",
-          "x0": 237.81017881800352,
-          "x1": 237.81017881800352,
-          "xref": "x",
-          "y0": 0,
-          "y1": 1,
-          "yref": "y domain"
-         },
-         {
-          "layer": "above",
-          "line": {
-           "color": "#2E8B57",
-           "dash": "dash",
-           "width": 1.5
-          },
-          "type": "line",
-          "x0": 232.603070243872,
-          "x1": 232.603070243872,
-          "xref": "x",
-          "y0": 0,
-          "y1": 1,
-          "yref": "y domain"
-         },
-         {
-          "layer": "above",
-          "line": {
-           "color": "#2E8B57",
-           "dash": "dash",
-           "width": 1.5
-          },
-          "type": "line",
-          "x0": 243.01728739213505,
-          "x1": 243.01728739213505,
-          "xref": "x",
-          "y0": 0,
-          "y1": 1,
-          "yref": "y domain"
-         }
-        ],
-        "showlegend": true,
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Process Capability (LSL=232, Target=237, USL=242)"
-        },
-        "width": 900,
-        "xaxis": {
-         "gridcolor": "#E5E5E5",
-         "gridwidth": 1.0,
-         "linecolor": "#999999",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Pm Sds 3"
-         }
-        },
-        "yaxis": {
-         "gridcolor": "#E5E5E5",
-         "gridwidth": 1.0,
-         "linecolor": "#999999",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Percent"
-         },
-         "zeroline": false
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "sds3_cap = study_sds3_val.capability(lsl=232, usl=242, target=237)\n",
-    "print(sds3_cap)\n",
-    "sds3_cap.plot(\n",
-    "    values=study_sds3_val.dataset['PM SDS 3'],\n",
-    "    view='current',\n",
-    "    histnorm='percent',\n",
-    "    nbins=10\n",
-    ").show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Process Design Condition Main Effects — PDC RSG Sample Averages (Slide 20)\n",
-    "\n",
-    "Bishop's reference: **CL = 237.83**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.945716Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.945649Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.957323Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.957006Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.0
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "Xbar",
-         "opacity": 1.0,
-         "type": "scatter",
-         "x": [
-          "1_1",
-          "1_2",
-          "2_1",
-          "2_2",
-          "3_1",
-          "3_2",
-          "4_1",
-          "4_2"
-         ],
-         "y": {
-          "bdata": "H4XrUbjGbUBcj8L1KNRtQMP1KFyPqm1AAAAAAADgbUAUrkfhepRtQDMzMzMzo21AcT0K16OwbUCuR+F6FMZtQA==",
-          "dtype": "f8"
-         }
-        },
-        {
-         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "UPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1",
-          "1_2",
-          "1_2",
-          "2_1",
-          "2_1",
-          "2_2",
-          "2_2",
-          "3_1",
-          "3_1",
-          "3_2",
-          "3_2",
-          "4_1",
-          "4_1",
-          "4_2",
-          "4_2"
-         ],
-         "y": [
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94,
-          237.94
-         ]
-        },
-        {
-         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "LPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1",
-          "1_2",
-          "1_2",
-          "2_1",
-          "2_1",
-          "2_2",
-          "2_2",
-          "3_1",
-          "3_1",
-          "3_2",
-          "3_2",
-          "4_1",
-          "4_1",
-          "4_2",
-          "4_2"
-         ],
-         "y": [
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72,
-          237.72
-         ]
-        },
-        {
-         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "line": {
-           "color": "#B2182B",
-           "width": 0.5
-          },
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Beyond Limits",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1",
-          "1_2",
-          "2_1",
-          "2_2",
-          "3_1",
-          "3_2",
-          "4_1",
-          "4_2"
-         ],
-         "y": {
-          "bdata": "H4XrUbjGbUBcj8L1KNRtQMP1KFyPqm1AAAAAAADgbUAUrkfhepRtQDMzMzMzo21AcT0K16OwbUCuR+F6FMZtQA==",
-          "dtype": "f8"
-         }
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "bgcolor": "rgba(255,255,255,0.8)",
-          "borderpad": 3,
-          "font": {
-           "color": "gray",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "Process limits vary by subgroup size (n)",
-          "x": 0.02,
-          "xref": "paper",
-          "y": 0.98,
-          "yref": "paper"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "CL = 237.8",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "paper",
-          "y": 1.04,
-          "yanchor": "bottom",
-          "yref": "paper"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 400,
-        "hovermode": "x unified",
-        "margin": {
-         "b": 80
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 237.83,
-          "y1": 237.83
-         }
-        ],
-        "showlegend": false,
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "X̄ Chart of R6 (Design Factor Main Effects) Recentered"
-        },
-        "width": 1000,
-        "xaxis": {
-         "automargin": true,
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Subgroup"
-         },
-         "type": "category"
-        },
-        "yaxis": {
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Sample Average"
-         },
-         "zeroline": false
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds3_val.execute(\n",
-    "    chart='Xbar',\n",
-    "    by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2],\n",
-    "    value='R6',\n",
-    "    recentered=True\n",
-    ").plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Process Design Condition Main Effects — PDC RSG Sample Standard Deviations (Slide 21)\n",
-    "\n",
-    "Bishop's reference: **CL = 0.71**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.958211Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.958151Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.968937Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.968584Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.0
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "S",
-         "opacity": 1.0,
-         "type": "scatter",
-         "x": [
-          "1_1",
-          "1_2",
-          "2_1",
-          "2_2",
-          "3_1",
-          "3_2",
-          "4_1",
-          "4_2"
-         ],
-         "y": {
-          "bdata": "w/UoXI/C5T+4HoXrUbjmP2ZmZmZmZuY/w/UoXI/C5T+kcD0K16PoP6RwPQrXo+g/uB6F61G45j8UrkfhehTmPw==",
-          "dtype": "f8"
-         }
-        },
-        {
-         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "UPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1",
-          "1_2",
-          "1_2",
-          "2_1",
-          "2_1",
-          "2_2",
-          "2_2",
-          "3_1",
-          "3_1",
-          "3_2",
-          "3_2",
-          "4_1",
-          "4_1",
-          "4_2",
-          "4_2"
-         ],
-         "y": [
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79,
-          0.79
-         ]
-        },
-        {
-         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "LPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1",
-          "1_2",
-          "1_2",
-          "2_1",
-          "2_1",
-          "2_2",
-          "2_2",
-          "3_1",
-          "3_1",
-          "3_2",
-          "3_2",
-          "4_1",
-          "4_1",
-          "4_2",
-          "4_2"
-         ],
-         "y": [
-          0.63,
-          0.63,
-          0.64,
-          0.64,
-          0.64,
-          0.64,
-          0.64,
-          0.64,
-          0.63,
-          0.63,
-          0.64,
-          0.64,
-          0.63,
-          0.63,
-          0.63
-         ]
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "bgcolor": "rgba(255,255,255,0.8)",
-          "borderpad": 3,
-          "font": {
-           "color": "gray",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "Process limits vary by subgroup size (n)",
-          "x": 0.02,
-          "xref": "paper",
-          "y": 0.98,
-          "yref": "paper"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "CL = 0.710",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "paper",
-          "y": 1.04,
-          "yanchor": "bottom",
-          "yref": "paper"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 400,
-        "hovermode": "x unified",
-        "margin": {
-         "b": 80
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 0.71,
-          "y1": 0.71
-         }
-        ],
-        "showlegend": false,
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "S Chart of R6 (Design Factor Main Effects) Recentered"
-        },
-        "width": 1000,
-        "xaxis": {
-         "automargin": true,
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Subgroup"
-         },
-         "type": "category"
-        },
-        "yaxis": {
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Sample Standard Deviation"
-         },
-         "zeroline": false
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds3_val.execute(\n",
-    "    chart='S',\n",
-    "    by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2],\n",
-    "    value='R6',\n",
-    "    recentered=True\n",
-    ").plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Production Time Main Effects — PT RSG Sample Averages (Slide 22)\n",
-    "\n",
-    "Bishop's reference: **CL = 237.83**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.969793Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.969738Z",
-     "iopub.status.idle": "2026-08-31T22:38:03.991289Z",
-     "shell.execute_reply": "2026-08-31T22:38:03.990989Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.0
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "Xbar",
-         "opacity": 1.0,
-         "type": "scatter",
-         "x": [
-          "1_1_1",
-          "1_1_2",
-          "1_1_3",
-          "1_1_4",
-          "1_1_5",
-          "1_1_6",
-          "1_1_7",
-          "1_1_8",
-          "1_1_9",
-          "1_1_10",
-          "1_1_11",
-          "1_1_12",
-          "1_1_13",
-          "1_1_14",
-          "1_1_15",
-          "1_1_16",
-          "1_1_17",
-          "1_1_18",
-          "1_1_19",
-          "1_1_20",
-          "1_1_21",
-          "1_1_22",
-          "1_1_23",
-          "1_1_24",
-          "1_1_25",
-          "1_1_26",
-          "1_1_27",
-          "1_1_28",
-          "1_1_29",
-          "1_1_30",
-          "1_1_31",
-          "1_1_32",
-          "1_1_33",
-          "1_1_34",
-          "1_1_35",
-          "1_1_36",
-          "1_1_37",
-          "1_1_38",
-          "1_1_39",
-          "1_1_40",
-          "1_1_41",
-          "1_1_42",
-          "1_1_43",
-          "1_1_44",
-          "1_1_45",
-          "1_1_46",
-          "1_1_47",
-          "1_1_48",
-          "1_1_49",
-          "1_1_50",
-          "1_1_51",
-          "1_1_52",
-          "1_1_53",
-          "1_1_54",
-          "1_1_55",
-          "1_1_56",
-          "1_1_57",
-          "1_1_58",
-          "1_1_59",
-          "1_1_60",
-          "1_1_61",
-          "1_1_62",
-          "1_1_63",
-          "1_1_64",
-          "1_1_65",
-          "1_1_66",
-          "1_1_67",
-          "1_1_68",
-          "1_1_69",
-          "1_1_70",
-          "1_1_71",
-          "1_1_72",
-          "1_1_73",
-          "1_1_74",
-          "1_1_75",
-          "1_1_76",
-          "1_1_77",
-          "1_1_78",
-          "1_1_79",
-          "1_1_80",
-          "1_1_81",
-          "1_1_82",
-          "1_1_83",
-          "1_1_84",
-          "1_1_85",
-          "1_1_86",
-          "1_1_87",
-          "1_1_88",
-          "1_1_89",
-          "1_1_90",
-          "1_1_91",
-          "1_1_92",
-          "1_1_93",
-          "1_1_94",
-          "1_1_95",
-          "1_1_96",
-          "1_1_97",
-          "1_1_98",
-          "1_1_99",
-          "1_1_100",
-          "1_2_1",
-          "1_2_2",
-          "1_2_3",
-          "1_2_4",
-          "1_2_5",
-          "1_2_6",
-          "1_2_7",
-          "1_2_8",
-          "1_2_9",
-          "1_2_10",
-          "1_2_11",
-          "1_2_12",
-          "1_2_13",
-          "1_2_14",
-          "1_2_15",
-          "1_2_16",
-          "1_2_17",
-          "1_2_18",
-          "1_2_19",
-          "1_2_20",
-          "1_2_21",
-          "1_2_22",
-          "1_2_23",
-          "1_2_24",
-          "1_2_25",
-          "1_2_26",
-          "1_2_27",
-          "1_2_28",
-          "1_2_29",
-          "1_2_32",
-          "1_2_33",
-          "1_2_34",
-          "1_2_35",
-          "1_2_36",
-          "1_2_37",
-          "1_2_38",
-          "1_2_39",
-          "1_2_40",
-          "1_2_41",
-          "1_2_42",
-          "1_2_43",
-          "1_2_44",
-          "1_2_45",
-          "1_2_46",
-          "1_2_47",
-          "1_2_48",
-          "1_2_49",
-          "1_2_50",
-          "1_2_51",
-          "1_2_52",
-          "1_2_53",
-          "1_2_54",
-          "1_2_55",
-          "1_2_56",
-          "1_2_57",
-          "1_2_58",
-          "1_2_59",
-          "1_2_60",
-          "1_2_61",
-          "1_2_62",
-          "1_2_63",
-          "1_2_64",
-          "1_2_65",
-          "1_2_66",
-          "1_2_67",
-          "1_2_68",
-          "1_2_69",
-          "1_2_70",
-          "1_2_71",
-          "1_2_72",
-          "1_2_73",
-          "1_2_74",
-          "1_2_75",
-          "1_2_76",
-          "1_2_77",
-          "1_2_78",
-          "1_2_79",
-          "1_2_80",
-          "1_2_81",
-          "1_2_83",
-          "1_2_84",
-          "1_2_85",
-          "1_2_86",
-          "1_2_87",
-          "1_2_88",
-          "1_2_89",
-          "1_2_90",
-          "1_2_91",
-          "1_2_92",
-          "1_2_93",
-          "1_2_94",
-          "1_2_95",
-          "1_2_96",
-          "1_2_97",
-          "1_2_98",
-          "1_2_99",
-          "1_2_100",
-          "2_1_1",
-          "2_1_2",
-          "2_1_3",
-          "2_1_4",
-          "2_1_5",
-          "2_1_6",
-          "2_1_7",
-          "2_1_8",
-          "2_1_9",
-          "2_1_10",
-          "2_1_11",
-          "2_1_12",
-          "2_1_13",
-          "2_1_14",
-          "2_1_15",
-          "2_1_16",
-          "2_1_17",
-          "2_1_18",
-          "2_1_19",
-          "2_1_20",
-          "2_1_21",
-          "2_1_22",
-          "2_1_23",
-          "2_1_24",
-          "2_1_25",
-          "2_1_26",
-          "2_1_27",
-          "2_1_28",
-          "2_1_29",
-          "2_1_30",
-          "2_1_31",
-          "2_1_32",
-          "2_1_33",
-          "2_1_34",
-          "2_1_35",
-          "2_1_36",
-          "2_1_37",
-          "2_1_38",
-          "2_1_39",
-          "2_1_40",
-          "2_1_41",
-          "2_1_42",
-          "2_1_43",
-          "2_1_44",
-          "2_1_45",
-          "2_1_46",
-          "2_1_47",
-          "2_1_48",
-          "2_1_49",
-          "2_1_50",
-          "2_1_51",
-          "2_1_52",
-          "2_1_53",
-          "2_1_54",
-          "2_1_55",
-          "2_1_56",
-          "2_1_57",
-          "2_1_58",
-          "2_1_59",
-          "2_1_60",
-          "2_1_61",
-          "2_1_62",
-          "2_1_63",
-          "2_1_64",
-          "2_1_65",
-          "2_1_66",
-          "2_1_67",
-          "2_1_68",
-          "2_1_69",
-          "2_1_70",
-          "2_1_71",
-          "2_1_72",
-          "2_1_73",
-          "2_1_74",
-          "2_1_75",
-          "2_1_76",
-          "2_1_77",
-          "2_1_78",
-          "2_1_79",
-          "2_1_80",
-          "2_1_81",
-          "2_1_82",
-          "2_1_83",
-          "2_1_84",
-          "2_1_85",
-          "2_1_86",
-          "2_1_87",
-          "2_1_88",
-          "2_1_89",
-          "2_1_90",
-          "2_1_91",
-          "2_1_92",
-          "2_1_93",
-          "2_1_94",
-          "2_1_95",
-          "2_1_96",
-          "2_1_97",
-          "2_1_98",
-          "2_1_99",
-          "2_1_100",
-          "2_2_1",
-          "2_2_2",
-          "2_2_3",
-          "2_2_4",
-          "2_2_5",
-          "2_2_6",
-          "2_2_7",
-          "2_2_8",
-          "2_2_9",
-          "2_2_10",
-          "2_2_11",
-          "2_2_12",
-          "2_2_13",
-          "2_2_14",
-          "2_2_15",
-          "2_2_16",
-          "2_2_17",
-          "2_2_18",
-          "2_2_19",
-          "2_2_20",
-          "2_2_21",
-          "2_2_22",
-          "2_2_23",
-          "2_2_25",
-          "2_2_26",
-          "2_2_27",
-          "2_2_28",
-          "2_2_29",
-          "2_2_30",
-          "2_2_31",
-          "2_2_32",
-          "2_2_33",
-          "2_2_34",
-          "2_2_35",
-          "2_2_36",
-          "2_2_37",
-          "2_2_38",
-          "2_2_39",
-          "2_2_40",
-          "2_2_41",
-          "2_2_42",
-          "2_2_43",
-          "2_2_44",
-          "2_2_45",
-          "2_2_46",
-          "2_2_47",
-          "2_2_48",
-          "2_2_49",
-          "2_2_50",
-          "2_2_51",
-          "2_2_52",
-          "2_2_53",
-          "2_2_54",
-          "2_2_55",
-          "2_2_56",
-          "2_2_57",
-          "2_2_58",
-          "2_2_59",
-          "2_2_60",
-          "2_2_61",
-          "2_2_62",
-          "2_2_63",
-          "2_2_64",
-          "2_2_65",
-          "2_2_66",
-          "2_2_67",
-          "2_2_68",
-          "2_2_69",
-          "2_2_70",
-          "2_2_71",
-          "2_2_72",
-          "2_2_73",
-          "2_2_75",
-          "2_2_76",
-          "2_2_77",
-          "2_2_79",
-          "2_2_80",
-          "2_2_81",
-          "2_2_82",
-          "2_2_83",
-          "2_2_84",
-          "2_2_85",
-          "2_2_86",
-          "2_2_87",
-          "2_2_88",
-          "2_2_89",
-          "2_2_90",
-          "2_2_91",
-          "2_2_92",
-          "2_2_93",
-          "2_2_94",
-          "2_2_95",
-          "2_2_96",
-          "2_2_97",
-          "2_2_98",
-          "2_2_99",
-          "2_2_100",
-          "3_1_1",
-          "3_1_2",
-          "3_1_3",
-          "3_1_4",
-          "3_1_5",
-          "3_1_6",
-          "3_1_7",
-          "3_1_8",
-          "3_1_9",
-          "3_1_10",
-          "3_1_11",
-          "3_1_12",
-          "3_1_13",
-          "3_1_14",
-          "3_1_15",
-          "3_1_16",
-          "3_1_17",
-          "3_1_18",
-          "3_1_19",
-          "3_1_20",
-          "3_1_21",
-          "3_1_22",
-          "3_1_23",
-          "3_1_24",
-          "3_1_25",
-          "3_1_26",
-          "3_1_27",
-          "3_1_28",
-          "3_1_29",
-          "3_1_30",
-          "3_1_31",
-          "3_1_32",
-          "3_1_33",
-          "3_1_34",
-          "3_1_35",
-          "3_1_36",
-          "3_1_37",
-          "3_1_38",
-          "3_1_39",
-          "3_1_40",
-          "3_1_41",
-          "3_1_42",
-          "3_1_43",
-          "3_1_44",
-          "3_1_45",
-          "3_1_46",
-          "3_1_47",
-          "3_1_48",
-          "3_1_49",
-          "3_1_50",
-          "3_1_51",
-          "3_1_52",
-          "3_1_53",
-          "3_1_55",
-          "3_1_56",
-          "3_1_57",
-          "3_1_58",
-          "3_1_59",
-          "3_1_60",
-          "3_1_61",
-          "3_1_62",
-          "3_1_63",
-          "3_1_64",
-          "3_1_65",
-          "3_1_66",
-          "3_1_67",
-          "3_1_68",
-          "3_1_69",
-          "3_1_70",
-          "3_1_71",
-          "3_1_72",
-          "3_1_73",
-          "3_1_74",
-          "3_1_75",
-          "3_1_76",
-          "3_1_77",
-          "3_1_78",
-          "3_1_79",
-          "3_1_80",
-          "3_1_81",
-          "3_1_82",
-          "3_1_83",
-          "3_1_84",
-          "3_1_85",
-          "3_1_86",
-          "3_1_87",
-          "3_1_88",
-          "3_1_89",
-          "3_1_91",
-          "3_1_92",
-          "3_1_93",
-          "3_1_94",
-          "3_1_95",
-          "3_1_96",
-          "3_1_97",
-          "3_1_99",
-          "3_1_100",
-          "3_2_1",
-          "3_2_2",
-          "3_2_3",
-          "3_2_4",
-          "3_2_5",
-          "3_2_6",
-          "3_2_7",
-          "3_2_8",
-          "3_2_9",
-          "3_2_10",
-          "3_2_11",
-          "3_2_12",
-          "3_2_13",
-          "3_2_14",
-          "3_2_15",
-          "3_2_16",
-          "3_2_17",
-          "3_2_18",
-          "3_2_19",
-          "3_2_20",
-          "3_2_21",
-          "3_2_22",
-          "3_2_23",
-          "3_2_24",
-          "3_2_25",
-          "3_2_26",
-          "3_2_27",
-          "3_2_28",
-          "3_2_29",
-          "3_2_30",
-          "3_2_31",
-          "3_2_33",
-          "3_2_34",
-          "3_2_35",
-          "3_2_36",
-          "3_2_37",
-          "3_2_38",
-          "3_2_39",
-          "3_2_40",
-          "3_2_41",
-          "3_2_42",
-          "3_2_43",
-          "3_2_44",
-          "3_2_45",
-          "3_2_46",
-          "3_2_47",
-          "3_2_48",
-          "3_2_49",
-          "3_2_50",
-          "3_2_51",
-          "3_2_52",
-          "3_2_53",
-          "3_2_54",
-          "3_2_55",
-          "3_2_56",
-          "3_2_57",
-          "3_2_58",
-          "3_2_59",
-          "3_2_60",
-          "3_2_61",
-          "3_2_62",
-          "3_2_63",
-          "3_2_64",
-          "3_2_65",
-          "3_2_66",
-          "3_2_67",
-          "3_2_68",
-          "3_2_69",
-          "3_2_70",
-          "3_2_71",
-          "3_2_72",
-          "3_2_73",
-          "3_2_74",
-          "3_2_75",
-          "3_2_76",
-          "3_2_77",
-          "3_2_78",
-          "3_2_79",
-          "3_2_80",
-          "3_2_81",
-          "3_2_82",
-          "3_2_83",
-          "3_2_84",
-          "3_2_85",
-          "3_2_86",
-          "3_2_87",
-          "3_2_88",
-          "3_2_89",
-          "3_2_90",
-          "3_2_91",
-          "3_2_92",
-          "3_2_93",
-          "3_2_94",
-          "3_2_95",
-          "3_2_96",
-          "3_2_97",
-          "3_2_98",
-          "3_2_99",
-          "3_2_100",
-          "4_1_1",
-          "4_1_2",
-          "4_1_3",
-          "4_1_4",
-          "4_1_5",
-          "4_1_6",
-          "4_1_7",
-          "4_1_8",
-          "4_1_9",
-          "4_1_10",
-          "4_1_11",
-          "4_1_12",
-          "4_1_14",
-          "4_1_15",
-          "4_1_16",
-          "4_1_17",
-          "4_1_18",
-          "4_1_19",
-          "4_1_20",
-          "4_1_21",
-          "4_1_22",
-          "4_1_23",
-          "4_1_24",
-          "4_1_25",
-          "4_1_26",
-          "4_1_27",
-          "4_1_28",
-          "4_1_29",
-          "4_1_30",
-          "4_1_31",
-          "4_1_33",
-          "4_1_34",
-          "4_1_35",
-          "4_1_36",
-          "4_1_37",
-          "4_1_38",
-          "4_1_39",
-          "4_1_41",
-          "4_1_42",
-          "4_1_43",
-          "4_1_44",
-          "4_1_45",
-          "4_1_46",
-          "4_1_47",
-          "4_1_48",
-          "4_1_49",
-          "4_1_50",
-          "4_1_51",
-          "4_1_52",
-          "4_1_53",
-          "4_1_54",
-          "4_1_55",
-          "4_1_56",
-          "4_1_57",
-          "4_1_58",
-          "4_1_59",
-          "4_1_60",
-          "4_1_61",
-          "4_1_62",
-          "4_1_63",
-          "4_1_64",
-          "4_1_65",
-          "4_1_66",
-          "4_1_67",
-          "4_1_68",
-          "4_1_69",
-          "4_1_70",
-          "4_1_71",
-          "4_1_72",
-          "4_1_73",
-          "4_1_74",
-          "4_1_75",
-          "4_1_76",
-          "4_1_77",
-          "4_1_78",
-          "4_1_79",
-          "4_1_80",
-          "4_1_81",
-          "4_1_82",
-          "4_1_83",
-          "4_1_84",
-          "4_1_85",
-          "4_1_86",
-          "4_1_87",
-          "4_1_88",
-          "4_1_89",
-          "4_1_90",
-          "4_1_92",
-          "4_1_93",
-          "4_1_94",
-          "4_1_95",
-          "4_1_96",
-          "4_1_97",
-          "4_1_98",
-          "4_1_99",
-          "4_1_100",
-          "4_2_1",
-          "4_2_2",
-          "4_2_3",
-          "4_2_4",
-          "4_2_5",
-          "4_2_6",
-          "4_2_7",
-          "4_2_8",
-          "4_2_9",
-          "4_2_10",
-          "4_2_11",
-          "4_2_13",
-          "4_2_14",
-          "4_2_15",
-          "4_2_16",
-          "4_2_17",
-          "4_2_18",
-          "4_2_19",
-          "4_2_20",
-          "4_2_21",
-          "4_2_22",
-          "4_2_23",
-          "4_2_24",
-          "4_2_25",
-          "4_2_26",
-          "4_2_27",
-          "4_2_28",
-          "4_2_30",
-          "4_2_31",
-          "4_2_32",
-          "4_2_33",
-          "4_2_34",
-          "4_2_35",
-          "4_2_36",
-          "4_2_37",
-          "4_2_38",
-          "4_2_39",
-          "4_2_40",
-          "4_2_41",
-          "4_2_42",
-          "4_2_43",
-          "4_2_44",
-          "4_2_45",
-          "4_2_46",
-          "4_2_47",
-          "4_2_48",
-          "4_2_49",
-          "4_2_50",
-          "4_2_51",
-          "4_2_52",
-          "4_2_53",
-          "4_2_54",
-          "4_2_55",
-          "4_2_56",
-          "4_2_57",
-          "4_2_58",
-          "4_2_59",
-          "4_2_60",
-          "4_2_61",
-          "4_2_62",
-          "4_2_63",
-          "4_2_64",
-          "4_2_65",
-          "4_2_66",
-          "4_2_67",
-          "4_2_68",
-          "4_2_69",
-          "4_2_70",
-          "4_2_71",
-          "4_2_72",
-          "4_2_73",
-          "4_2_74",
-          "4_2_76",
-          "4_2_77",
-          "4_2_78",
-          "4_2_79",
-          "4_2_80",
-          "4_2_81",
-          "4_2_82",
-          "4_2_83",
-          "4_2_84",
-          "4_2_85",
-          "4_2_86",
-          "4_2_87",
-          "4_2_88",
-          "4_2_89",
-          "4_2_90",
-          "4_2_91",
-          "4_2_92",
-          "4_2_93",
-          "4_2_94",
-          "4_2_95",
-          "4_2_96",
-          "4_2_97",
-          "4_2_98",
-          "4_2_99",
-          "4_2_100"
-         ],
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         }
-        },
-        {
-         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "UPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1_1",
-          "1_1_2",
-          "1_1_2",
-          "1_1_3",
-          "1_1_3",
-          "1_1_4",
-          "1_1_4",
-          "1_1_5",
-          "1_1_5",
-          "1_1_6",
-          "1_1_6",
-          "1_1_7",
-          "1_1_7",
-          "1_1_8",
-          "1_1_8",
-          "1_1_9",
-          "1_1_9",
-          "1_1_10",
-          "1_1_10",
-          "1_1_11",
-          "1_1_11",
-          "1_1_12",
-          "1_1_12",
-          "1_1_13",
-          "1_1_13",
-          "1_1_14",
-          "1_1_14",
-          "1_1_15",
-          "1_1_15",
-          "1_1_16",
-          "1_1_16",
-          "1_1_17",
-          "1_1_17",
-          "1_1_18",
-          "1_1_18",
-          "1_1_19",
-          "1_1_19",
-          "1_1_20",
-          "1_1_20",
-          "1_1_21",
-          "1_1_21",
-          "1_1_22",
-          "1_1_22",
-          "1_1_23",
-          "1_1_23",
-          "1_1_24",
-          "1_1_24",
-          "1_1_25",
-          "1_1_25",
-          "1_1_26",
-          "1_1_26",
-          "1_1_27",
-          "1_1_27",
-          "1_1_28",
-          "1_1_28",
-          "1_1_29",
-          "1_1_29",
-          "1_1_30",
-          "1_1_30",
-          "1_1_31",
-          "1_1_31",
-          "1_1_32",
-          "1_1_32",
-          "1_1_33",
-          "1_1_33",
-          "1_1_34",
-          "1_1_34",
-          "1_1_35",
-          "1_1_35",
-          "1_1_36",
-          "1_1_36",
-          "1_1_37",
-          "1_1_37",
-          "1_1_38",
-          "1_1_38",
-          "1_1_39",
-          "1_1_39",
-          "1_1_40",
-          "1_1_40",
-          "1_1_41",
-          "1_1_41",
-          "1_1_42",
-          "1_1_42",
-          "1_1_43",
-          "1_1_43",
-          "1_1_44",
-          "1_1_44",
-          "1_1_45",
-          "1_1_45",
-          "1_1_46",
-          "1_1_46",
-          "1_1_47",
-          "1_1_47",
-          "1_1_48",
-          "1_1_48",
-          "1_1_49",
-          "1_1_49",
-          "1_1_50",
-          "1_1_50",
-          "1_1_51",
-          "1_1_51",
-          "1_1_52",
-          "1_1_52",
-          "1_1_53",
-          "1_1_53",
-          "1_1_54",
-          "1_1_54",
-          "1_1_55",
-          "1_1_55",
-          "1_1_56",
-          "1_1_56",
-          "1_1_57",
-          "1_1_57",
-          "1_1_58",
-          "1_1_58",
-          "1_1_59",
-          "1_1_59",
-          "1_1_60",
-          "1_1_60",
-          "1_1_61",
-          "1_1_61",
-          "1_1_62",
-          "1_1_62",
-          "1_1_63",
-          "1_1_63",
-          "1_1_64",
-          "1_1_64",
-          "1_1_65",
-          "1_1_65",
-          "1_1_66",
-          "1_1_66",
-          "1_1_67",
-          "1_1_67",
-          "1_1_68",
-          "1_1_68",
-          "1_1_69",
-          "1_1_69",
-          "1_1_70",
-          "1_1_70",
-          "1_1_71",
-          "1_1_71",
-          "1_1_72",
-          "1_1_72",
-          "1_1_73",
-          "1_1_73",
-          "1_1_74",
-          "1_1_74",
-          "1_1_75",
-          "1_1_75",
-          "1_1_76",
-          "1_1_76",
-          "1_1_77",
-          "1_1_77",
-          "1_1_78",
-          "1_1_78",
-          "1_1_79",
-          "1_1_79",
-          "1_1_80",
-          "1_1_80",
-          "1_1_81",
-          "1_1_81",
-          "1_1_82",
-          "1_1_82",
-          "1_1_83",
-          "1_1_83",
-          "1_1_84",
-          "1_1_84",
-          "1_1_85",
-          "1_1_85",
-          "1_1_86",
-          "1_1_86",
-          "1_1_87",
-          "1_1_87",
-          "1_1_88",
-          "1_1_88",
-          "1_1_89",
-          "1_1_89",
-          "1_1_90",
-          "1_1_90",
-          "1_1_91",
-          "1_1_91",
-          "1_1_92",
-          "1_1_92",
-          "1_1_93",
-          "1_1_93",
-          "1_1_94",
-          "1_1_94",
-          "1_1_95",
-          "1_1_95",
-          "1_1_96",
-          "1_1_96",
-          "1_1_97",
-          "1_1_97",
-          "1_1_98",
-          "1_1_98",
-          "1_1_99",
-          "1_1_99",
-          "1_1_100",
-          "1_1_100",
-          "1_2_1",
-          "1_2_1",
-          "1_2_2",
-          "1_2_2",
-          "1_2_3",
-          "1_2_3",
-          "1_2_4",
-          "1_2_4",
-          "1_2_5",
-          "1_2_5",
-          "1_2_6",
-          "1_2_6",
-          "1_2_7",
-          "1_2_7",
-          "1_2_8",
-          "1_2_8",
-          "1_2_9",
-          "1_2_9",
-          "1_2_10",
-          "1_2_10",
-          "1_2_11",
-          "1_2_11",
-          "1_2_12",
-          "1_2_12",
-          "1_2_13",
-          "1_2_13",
-          "1_2_14",
-          "1_2_14",
-          "1_2_15",
-          "1_2_15",
-          "1_2_16",
-          "1_2_16",
-          "1_2_17",
-          "1_2_17",
-          "1_2_18",
-          "1_2_18",
-          "1_2_19",
-          "1_2_19",
-          "1_2_20",
-          "1_2_20",
-          "1_2_21",
-          "1_2_21",
-          "1_2_22",
-          "1_2_22",
-          "1_2_23",
-          "1_2_23",
-          "1_2_24",
-          "1_2_24",
-          "1_2_25",
-          "1_2_25",
-          "1_2_26",
-          "1_2_26",
-          "1_2_27",
-          "1_2_27",
-          "1_2_28",
-          "1_2_28",
-          "1_2_29",
-          "1_2_29",
-          "1_2_32",
-          "1_2_32",
-          "1_2_33",
-          "1_2_33",
-          "1_2_34",
-          "1_2_34",
-          "1_2_35",
-          "1_2_35",
-          "1_2_36",
-          "1_2_36",
-          "1_2_37",
-          "1_2_37",
-          "1_2_38",
-          "1_2_38",
-          "1_2_39",
-          "1_2_39",
-          "1_2_40",
-          "1_2_40",
-          "1_2_41",
-          "1_2_41",
-          "1_2_42",
-          "1_2_42",
-          "1_2_43",
-          "1_2_43",
-          "1_2_44",
-          "1_2_44",
-          "1_2_45",
-          "1_2_45",
-          "1_2_46",
-          "1_2_46",
-          "1_2_47",
-          "1_2_47",
-          "1_2_48",
-          "1_2_48",
-          "1_2_49",
-          "1_2_49",
-          "1_2_50",
-          "1_2_50",
-          "1_2_51",
-          "1_2_51",
-          "1_2_52",
-          "1_2_52",
-          "1_2_53",
-          "1_2_53",
-          "1_2_54",
-          "1_2_54",
-          "1_2_55",
-          "1_2_55",
-          "1_2_56",
-          "1_2_56",
-          "1_2_57",
-          "1_2_57",
-          "1_2_58",
-          "1_2_58",
-          "1_2_59",
-          "1_2_59",
-          "1_2_60",
-          "1_2_60",
-          "1_2_61",
-          "1_2_61",
-          "1_2_62",
-          "1_2_62",
-          "1_2_63",
-          "1_2_63",
-          "1_2_64",
-          "1_2_64",
-          "1_2_65",
-          "1_2_65",
-          "1_2_66",
-          "1_2_66",
-          "1_2_67",
-          "1_2_67",
-          "1_2_68",
-          "1_2_68",
-          "1_2_69",
-          "1_2_69",
-          "1_2_70",
-          "1_2_70",
-          "1_2_71",
-          "1_2_71",
-          "1_2_72",
-          "1_2_72",
-          "1_2_73",
-          "1_2_73",
-          "1_2_74",
-          "1_2_74",
-          "1_2_75",
-          "1_2_75",
-          "1_2_76",
-          "1_2_76",
-          "1_2_77",
-          "1_2_77",
-          "1_2_78",
-          "1_2_78",
-          "1_2_79",
-          "1_2_79",
-          "1_2_80",
-          "1_2_80",
-          "1_2_81",
-          "1_2_81",
-          "1_2_83",
-          "1_2_83",
-          "1_2_84",
-          "1_2_84",
-          "1_2_85",
-          "1_2_85",
-          "1_2_86",
-          "1_2_86",
-          "1_2_87",
-          "1_2_87",
-          "1_2_88",
-          "1_2_88",
-          "1_2_89",
-          "1_2_89",
-          "1_2_90",
-          "1_2_90",
-          "1_2_91",
-          "1_2_91",
-          "1_2_92",
-          "1_2_92",
-          "1_2_93",
-          "1_2_93",
-          "1_2_94",
-          "1_2_94",
-          "1_2_95",
-          "1_2_95",
-          "1_2_96",
-          "1_2_96",
-          "1_2_97",
-          "1_2_97",
-          "1_2_98",
-          "1_2_98",
-          "1_2_99",
-          "1_2_99",
-          "1_2_100",
-          "1_2_100",
-          "2_1_1",
-          "2_1_1",
-          "2_1_2",
-          "2_1_2",
-          "2_1_3",
-          "2_1_3",
-          "2_1_4",
-          "2_1_4",
-          "2_1_5",
-          "2_1_5",
-          "2_1_6",
-          "2_1_6",
-          "2_1_7",
-          "2_1_7",
-          "2_1_8",
-          "2_1_8",
-          "2_1_9",
-          "2_1_9",
-          "2_1_10",
-          "2_1_10",
-          "2_1_11",
-          "2_1_11",
-          "2_1_12",
-          "2_1_12",
-          "2_1_13",
-          "2_1_13",
-          "2_1_14",
-          "2_1_14",
-          "2_1_15",
-          "2_1_15",
-          "2_1_16",
-          "2_1_16",
-          "2_1_17",
-          "2_1_17",
-          "2_1_18",
-          "2_1_18",
-          "2_1_19",
-          "2_1_19",
-          "2_1_20",
-          "2_1_20",
-          "2_1_21",
-          "2_1_21",
-          "2_1_22",
-          "2_1_22",
-          "2_1_23",
-          "2_1_23",
-          "2_1_24",
-          "2_1_24",
-          "2_1_25",
-          "2_1_25",
-          "2_1_26",
-          "2_1_26",
-          "2_1_27",
-          "2_1_27",
-          "2_1_28",
-          "2_1_28",
-          "2_1_29",
-          "2_1_29",
-          "2_1_30",
-          "2_1_30",
-          "2_1_31",
-          "2_1_31",
-          "2_1_32",
-          "2_1_32",
-          "2_1_33",
-          "2_1_33",
-          "2_1_34",
-          "2_1_34",
-          "2_1_35",
-          "2_1_35",
-          "2_1_36",
-          "2_1_36",
-          "2_1_37",
-          "2_1_37",
-          "2_1_38",
-          "2_1_38",
-          "2_1_39",
-          "2_1_39",
-          "2_1_40",
-          "2_1_40",
-          "2_1_41",
-          "2_1_41",
-          "2_1_42",
-          "2_1_42",
-          "2_1_43",
-          "2_1_43",
-          "2_1_44",
-          "2_1_44",
-          "2_1_45",
-          "2_1_45",
-          "2_1_46",
-          "2_1_46",
-          "2_1_47",
-          "2_1_47",
-          "2_1_48",
-          "2_1_48",
-          "2_1_49",
-          "2_1_49",
-          "2_1_50",
-          "2_1_50",
-          "2_1_51",
-          "2_1_51",
-          "2_1_52",
-          "2_1_52",
-          "2_1_53",
-          "2_1_53",
-          "2_1_54",
-          "2_1_54",
-          "2_1_55",
-          "2_1_55",
-          "2_1_56",
-          "2_1_56",
-          "2_1_57",
-          "2_1_57",
-          "2_1_58",
-          "2_1_58",
-          "2_1_59",
-          "2_1_59",
-          "2_1_60",
-          "2_1_60",
-          "2_1_61",
-          "2_1_61",
-          "2_1_62",
-          "2_1_62",
-          "2_1_63",
-          "2_1_63",
-          "2_1_64",
-          "2_1_64",
-          "2_1_65",
-          "2_1_65",
-          "2_1_66",
-          "2_1_66",
-          "2_1_67",
-          "2_1_67",
-          "2_1_68",
-          "2_1_68",
-          "2_1_69",
-          "2_1_69",
-          "2_1_70",
-          "2_1_70",
-          "2_1_71",
-          "2_1_71",
-          "2_1_72",
-          "2_1_72",
-          "2_1_73",
-          "2_1_73",
-          "2_1_74",
-          "2_1_74",
-          "2_1_75",
-          "2_1_75",
-          "2_1_76",
-          "2_1_76",
-          "2_1_77",
-          "2_1_77",
-          "2_1_78",
-          "2_1_78",
-          "2_1_79",
-          "2_1_79",
-          "2_1_80",
-          "2_1_80",
-          "2_1_81",
-          "2_1_81",
-          "2_1_82",
-          "2_1_82",
-          "2_1_83",
-          "2_1_83",
-          "2_1_84",
-          "2_1_84",
-          "2_1_85",
-          "2_1_85",
-          "2_1_86",
-          "2_1_86",
-          "2_1_87",
-          "2_1_87",
-          "2_1_88",
-          "2_1_88",
-          "2_1_89",
-          "2_1_89",
-          "2_1_90",
-          "2_1_90",
-          "2_1_91",
-          "2_1_91",
-          "2_1_92",
-          "2_1_92",
-          "2_1_93",
-          "2_1_93",
-          "2_1_94",
-          "2_1_94",
-          "2_1_95",
-          "2_1_95",
-          "2_1_96",
-          "2_1_96",
-          "2_1_97",
-          "2_1_97",
-          "2_1_98",
-          "2_1_98",
-          "2_1_99",
-          "2_1_99",
-          "2_1_100",
-          "2_1_100",
-          "2_2_1",
-          "2_2_1",
-          "2_2_2",
-          "2_2_2",
-          "2_2_3",
-          "2_2_3",
-          "2_2_4",
-          "2_2_4",
-          "2_2_5",
-          "2_2_5",
-          "2_2_6",
-          "2_2_6",
-          "2_2_7",
-          "2_2_7",
-          "2_2_8",
-          "2_2_8",
-          "2_2_9",
-          "2_2_9",
-          "2_2_10",
-          "2_2_10",
-          "2_2_11",
-          "2_2_11",
-          "2_2_12",
-          "2_2_12",
-          "2_2_13",
-          "2_2_13",
-          "2_2_14",
-          "2_2_14",
-          "2_2_15",
-          "2_2_15",
-          "2_2_16",
-          "2_2_16",
-          "2_2_17",
-          "2_2_17",
-          "2_2_18",
-          "2_2_18",
-          "2_2_19",
-          "2_2_19",
-          "2_2_20",
-          "2_2_20",
-          "2_2_21",
-          "2_2_21",
-          "2_2_22",
-          "2_2_22",
-          "2_2_23",
-          "2_2_23",
-          "2_2_25",
-          "2_2_25",
-          "2_2_26",
-          "2_2_26",
-          "2_2_27",
-          "2_2_27",
-          "2_2_28",
-          "2_2_28",
-          "2_2_29",
-          "2_2_29",
-          "2_2_30",
-          "2_2_30",
-          "2_2_31",
-          "2_2_31",
-          "2_2_32",
-          "2_2_32",
-          "2_2_33",
-          "2_2_33",
-          "2_2_34",
-          "2_2_34",
-          "2_2_35",
-          "2_2_35",
-          "2_2_36",
-          "2_2_36",
-          "2_2_37",
-          "2_2_37",
-          "2_2_38",
-          "2_2_38",
-          "2_2_39",
-          "2_2_39",
-          "2_2_40",
-          "2_2_40",
-          "2_2_41",
-          "2_2_41",
-          "2_2_42",
-          "2_2_42",
-          "2_2_43",
-          "2_2_43",
-          "2_2_44",
-          "2_2_44",
-          "2_2_45",
-          "2_2_45",
-          "2_2_46",
-          "2_2_46",
-          "2_2_47",
-          "2_2_47",
-          "2_2_48",
-          "2_2_48",
-          "2_2_49",
-          "2_2_49",
-          "2_2_50",
-          "2_2_50",
-          "2_2_51",
-          "2_2_51",
-          "2_2_52",
-          "2_2_52",
-          "2_2_53",
-          "2_2_53",
-          "2_2_54",
-          "2_2_54",
-          "2_2_55",
-          "2_2_55",
-          "2_2_56",
-          "2_2_56",
-          "2_2_57",
-          "2_2_57",
-          "2_2_58",
-          "2_2_58",
-          "2_2_59",
-          "2_2_59",
-          "2_2_60",
-          "2_2_60",
-          "2_2_61",
-          "2_2_61",
-          "2_2_62",
-          "2_2_62",
-          "2_2_63",
-          "2_2_63",
-          "2_2_64",
-          "2_2_64",
-          "2_2_65",
-          "2_2_65",
-          "2_2_66",
-          "2_2_66",
-          "2_2_67",
-          "2_2_67",
-          "2_2_68",
-          "2_2_68",
-          "2_2_69",
-          "2_2_69",
-          "2_2_70",
-          "2_2_70",
-          "2_2_71",
-          "2_2_71",
-          "2_2_72",
-          "2_2_72",
-          "2_2_73",
-          "2_2_73",
-          "2_2_75",
-          "2_2_75",
-          "2_2_76",
-          "2_2_76",
-          "2_2_77",
-          "2_2_77",
-          "2_2_79",
-          "2_2_79",
-          "2_2_80",
-          "2_2_80",
-          "2_2_81",
-          "2_2_81",
-          "2_2_82",
-          "2_2_82",
-          "2_2_83",
-          "2_2_83",
-          "2_2_84",
-          "2_2_84",
-          "2_2_85",
-          "2_2_85",
-          "2_2_86",
-          "2_2_86",
-          "2_2_87",
-          "2_2_87",
-          "2_2_88",
-          "2_2_88",
-          "2_2_89",
-          "2_2_89",
-          "2_2_90",
-          "2_2_90",
-          "2_2_91",
-          "2_2_91",
-          "2_2_92",
-          "2_2_92",
-          "2_2_93",
-          "2_2_93",
-          "2_2_94",
-          "2_2_94",
-          "2_2_95",
-          "2_2_95",
-          "2_2_96",
-          "2_2_96",
-          "2_2_97",
-          "2_2_97",
-          "2_2_98",
-          "2_2_98",
-          "2_2_99",
-          "2_2_99",
-          "2_2_100",
-          "2_2_100",
-          "3_1_1",
-          "3_1_1",
-          "3_1_2",
-          "3_1_2",
-          "3_1_3",
-          "3_1_3",
-          "3_1_4",
-          "3_1_4",
-          "3_1_5",
-          "3_1_5",
-          "3_1_6",
-          "3_1_6",
-          "3_1_7",
-          "3_1_7",
-          "3_1_8",
-          "3_1_8",
-          "3_1_9",
-          "3_1_9",
-          "3_1_10",
-          "3_1_10",
-          "3_1_11",
-          "3_1_11",
-          "3_1_12",
-          "3_1_12",
-          "3_1_13",
-          "3_1_13",
-          "3_1_14",
-          "3_1_14",
-          "3_1_15",
-          "3_1_15",
-          "3_1_16",
-          "3_1_16",
-          "3_1_17",
-          "3_1_17",
-          "3_1_18",
-          "3_1_18",
-          "3_1_19",
-          "3_1_19",
-          "3_1_20",
-          "3_1_20",
-          "3_1_21",
-          "3_1_21",
-          "3_1_22",
-          "3_1_22",
-          "3_1_23",
-          "3_1_23",
-          "3_1_24",
-          "3_1_24",
-          "3_1_25",
-          "3_1_25",
-          "3_1_26",
-          "3_1_26",
-          "3_1_27",
-          "3_1_27",
-          "3_1_28",
-          "3_1_28",
-          "3_1_29",
-          "3_1_29",
-          "3_1_30",
-          "3_1_30",
-          "3_1_31",
-          "3_1_31",
-          "3_1_32",
-          "3_1_32",
-          "3_1_33",
-          "3_1_33",
-          "3_1_34",
-          "3_1_34",
-          "3_1_35",
-          "3_1_35",
-          "3_1_36",
-          "3_1_36",
-          "3_1_37",
-          "3_1_37",
-          "3_1_38",
-          "3_1_38",
-          "3_1_39",
-          "3_1_39",
-          "3_1_40",
-          "3_1_40",
-          "3_1_41",
-          "3_1_41",
-          "3_1_42",
-          "3_1_42",
-          "3_1_43",
-          "3_1_43",
-          "3_1_44",
-          "3_1_44",
-          "3_1_45",
-          "3_1_45",
-          "3_1_46",
-          "3_1_46",
-          "3_1_47",
-          "3_1_47",
-          "3_1_48",
-          "3_1_48",
-          "3_1_49",
-          "3_1_49",
-          "3_1_50",
-          "3_1_50",
-          "3_1_51",
-          "3_1_51",
-          "3_1_52",
-          "3_1_52",
-          "3_1_53",
-          "3_1_53",
-          "3_1_55",
-          "3_1_55",
-          "3_1_56",
-          "3_1_56",
-          "3_1_57",
-          "3_1_57",
-          "3_1_58",
-          "3_1_58",
-          "3_1_59",
-          "3_1_59",
-          "3_1_60",
-          "3_1_60",
-          "3_1_61",
-          "3_1_61",
-          "3_1_62",
-          "3_1_62",
-          "3_1_63",
-          "3_1_63",
-          "3_1_64",
-          "3_1_64",
-          "3_1_65",
-          "3_1_65",
-          "3_1_66",
-          "3_1_66",
-          "3_1_67",
-          "3_1_67",
-          "3_1_68",
-          "3_1_68",
-          "3_1_69",
-          "3_1_69",
-          "3_1_70",
-          "3_1_70",
-          "3_1_71",
-          "3_1_71",
-          "3_1_72",
-          "3_1_72",
-          "3_1_73",
-          "3_1_73",
-          "3_1_74",
-          "3_1_74",
-          "3_1_75",
-          "3_1_75",
-          "3_1_76",
-          "3_1_76",
-          "3_1_77",
-          "3_1_77",
-          "3_1_78",
-          "3_1_78",
-          "3_1_79",
-          "3_1_79",
-          "3_1_80",
-          "3_1_80",
-          "3_1_81",
-          "3_1_81",
-          "3_1_82",
-          "3_1_82",
-          "3_1_83",
-          "3_1_83",
-          "3_1_84",
-          "3_1_84",
-          "3_1_85",
-          "3_1_85",
-          "3_1_86",
-          "3_1_86",
-          "3_1_87",
-          "3_1_87",
-          "3_1_88",
-          "3_1_88",
-          "3_1_89",
-          "3_1_89",
-          "3_1_91",
-          "3_1_91",
-          "3_1_92",
-          "3_1_92",
-          "3_1_93",
-          "3_1_93",
-          "3_1_94",
-          "3_1_94",
-          "3_1_95",
-          "3_1_95",
-          "3_1_96",
-          "3_1_96",
-          "3_1_97",
-          "3_1_97",
-          "3_1_99",
-          "3_1_99",
-          "3_1_100",
-          "3_1_100",
-          "3_2_1",
-          "3_2_1",
-          "3_2_2",
-          "3_2_2",
-          "3_2_3",
-          "3_2_3",
-          "3_2_4",
-          "3_2_4",
-          "3_2_5",
-          "3_2_5",
-          "3_2_6",
-          "3_2_6",
-          "3_2_7",
-          "3_2_7",
-          "3_2_8",
-          "3_2_8",
-          "3_2_9",
-          "3_2_9",
-          "3_2_10",
-          "3_2_10",
-          "3_2_11",
-          "3_2_11",
-          "3_2_12",
-          "3_2_12",
-          "3_2_13",
-          "3_2_13",
-          "3_2_14",
-          "3_2_14",
-          "3_2_15",
-          "3_2_15",
-          "3_2_16",
-          "3_2_16",
-          "3_2_17",
-          "3_2_17",
-          "3_2_18",
-          "3_2_18",
-          "3_2_19",
-          "3_2_19",
-          "3_2_20",
-          "3_2_20",
-          "3_2_21",
-          "3_2_21",
-          "3_2_22",
-          "3_2_22",
-          "3_2_23",
-          "3_2_23",
-          "3_2_24",
-          "3_2_24",
-          "3_2_25",
-          "3_2_25",
-          "3_2_26",
-          "3_2_26",
-          "3_2_27",
-          "3_2_27",
-          "3_2_28",
-          "3_2_28",
-          "3_2_29",
-          "3_2_29",
-          "3_2_30",
-          "3_2_30",
-          "3_2_31",
-          "3_2_31",
-          "3_2_33",
-          "3_2_33",
-          "3_2_34",
-          "3_2_34",
-          "3_2_35",
-          "3_2_35",
-          "3_2_36",
-          "3_2_36",
-          "3_2_37",
-          "3_2_37",
-          "3_2_38",
-          "3_2_38",
-          "3_2_39",
-          "3_2_39",
-          "3_2_40",
-          "3_2_40",
-          "3_2_41",
-          "3_2_41",
-          "3_2_42",
-          "3_2_42",
-          "3_2_43",
-          "3_2_43",
-          "3_2_44",
-          "3_2_44",
-          "3_2_45",
-          "3_2_45",
-          "3_2_46",
-          "3_2_46",
-          "3_2_47",
-          "3_2_47",
-          "3_2_48",
-          "3_2_48",
-          "3_2_49",
-          "3_2_49",
-          "3_2_50",
-          "3_2_50",
-          "3_2_51",
-          "3_2_51",
-          "3_2_52",
-          "3_2_52",
-          "3_2_53",
-          "3_2_53",
-          "3_2_54",
-          "3_2_54",
-          "3_2_55",
-          "3_2_55",
-          "3_2_56",
-          "3_2_56",
-          "3_2_57",
-          "3_2_57",
-          "3_2_58",
-          "3_2_58",
-          "3_2_59",
-          "3_2_59",
-          "3_2_60",
-          "3_2_60",
-          "3_2_61",
-          "3_2_61",
-          "3_2_62",
-          "3_2_62",
-          "3_2_63",
-          "3_2_63",
-          "3_2_64",
-          "3_2_64",
-          "3_2_65",
-          "3_2_65",
-          "3_2_66",
-          "3_2_66",
-          "3_2_67",
-          "3_2_67",
-          "3_2_68",
-          "3_2_68",
-          "3_2_69",
-          "3_2_69",
-          "3_2_70",
-          "3_2_70",
-          "3_2_71",
-          "3_2_71",
-          "3_2_72",
-          "3_2_72",
-          "3_2_73",
-          "3_2_73",
-          "3_2_74",
-          "3_2_74",
-          "3_2_75",
-          "3_2_75",
-          "3_2_76",
-          "3_2_76",
-          "3_2_77",
-          "3_2_77",
-          "3_2_78",
-          "3_2_78",
-          "3_2_79",
-          "3_2_79",
-          "3_2_80",
-          "3_2_80",
-          "3_2_81",
-          "3_2_81",
-          "3_2_82",
-          "3_2_82",
-          "3_2_83",
-          "3_2_83",
-          "3_2_84",
-          "3_2_84",
-          "3_2_85",
-          "3_2_85",
-          "3_2_86",
-          "3_2_86",
-          "3_2_87",
-          "3_2_87",
-          "3_2_88",
-          "3_2_88",
-          "3_2_89",
-          "3_2_89",
-          "3_2_90",
-          "3_2_90",
-          "3_2_91",
-          "3_2_91",
-          "3_2_92",
-          "3_2_92",
-          "3_2_93",
-          "3_2_93",
-          "3_2_94",
-          "3_2_94",
-          "3_2_95",
-          "3_2_95",
-          "3_2_96",
-          "3_2_96",
-          "3_2_97",
-          "3_2_97",
-          "3_2_98",
-          "3_2_98",
-          "3_2_99",
-          "3_2_99",
-          "3_2_100",
-          "3_2_100",
-          "4_1_1",
-          "4_1_1",
-          "4_1_2",
-          "4_1_2",
-          "4_1_3",
-          "4_1_3",
-          "4_1_4",
-          "4_1_4",
-          "4_1_5",
-          "4_1_5",
-          "4_1_6",
-          "4_1_6",
-          "4_1_7",
-          "4_1_7",
-          "4_1_8",
-          "4_1_8",
-          "4_1_9",
-          "4_1_9",
-          "4_1_10",
-          "4_1_10",
-          "4_1_11",
-          "4_1_11",
-          "4_1_12",
-          "4_1_12",
-          "4_1_14",
-          "4_1_14",
-          "4_1_15",
-          "4_1_15",
-          "4_1_16",
-          "4_1_16",
-          "4_1_17",
-          "4_1_17",
-          "4_1_18",
-          "4_1_18",
-          "4_1_19",
-          "4_1_19",
-          "4_1_20",
-          "4_1_20",
-          "4_1_21",
-          "4_1_21",
-          "4_1_22",
-          "4_1_22",
-          "4_1_23",
-          "4_1_23",
-          "4_1_24",
-          "4_1_24",
-          "4_1_25",
-          "4_1_25",
-          "4_1_26",
-          "4_1_26",
-          "4_1_27",
-          "4_1_27",
-          "4_1_28",
-          "4_1_28",
-          "4_1_29",
-          "4_1_29",
-          "4_1_30",
-          "4_1_30",
-          "4_1_31",
-          "4_1_31",
-          "4_1_33",
-          "4_1_33",
-          "4_1_34",
-          "4_1_34",
-          "4_1_35",
-          "4_1_35",
-          "4_1_36",
-          "4_1_36",
-          "4_1_37",
-          "4_1_37",
-          "4_1_38",
-          "4_1_38",
-          "4_1_39",
-          "4_1_39",
-          "4_1_41",
-          "4_1_41",
-          "4_1_42",
-          "4_1_42",
-          "4_1_43",
-          "4_1_43",
-          "4_1_44",
-          "4_1_44",
-          "4_1_45",
-          "4_1_45",
-          "4_1_46",
-          "4_1_46",
-          "4_1_47",
-          "4_1_47",
-          "4_1_48",
-          "4_1_48",
-          "4_1_49",
-          "4_1_49",
-          "4_1_50",
-          "4_1_50",
-          "4_1_51",
-          "4_1_51",
-          "4_1_52",
-          "4_1_52",
-          "4_1_53",
-          "4_1_53",
-          "4_1_54",
-          "4_1_54",
-          "4_1_55",
-          "4_1_55",
-          "4_1_56",
-          "4_1_56",
-          "4_1_57",
-          "4_1_57",
-          "4_1_58",
-          "4_1_58",
-          "4_1_59",
-          "4_1_59",
-          "4_1_60",
-          "4_1_60",
-          "4_1_61",
-          "4_1_61",
-          "4_1_62",
-          "4_1_62",
-          "4_1_63",
-          "4_1_63",
-          "4_1_64",
-          "4_1_64",
-          "4_1_65",
-          "4_1_65",
-          "4_1_66",
-          "4_1_66",
-          "4_1_67",
-          "4_1_67",
-          "4_1_68",
-          "4_1_68",
-          "4_1_69",
-          "4_1_69",
-          "4_1_70",
-          "4_1_70",
-          "4_1_71",
-          "4_1_71",
-          "4_1_72",
-          "4_1_72",
-          "4_1_73",
-          "4_1_73",
-          "4_1_74",
-          "4_1_74",
-          "4_1_75",
-          "4_1_75",
-          "4_1_76",
-          "4_1_76",
-          "4_1_77",
-          "4_1_77",
-          "4_1_78",
-          "4_1_78",
-          "4_1_79",
-          "4_1_79",
-          "4_1_80",
-          "4_1_80",
-          "4_1_81",
-          "4_1_81",
-          "4_1_82",
-          "4_1_82",
-          "4_1_83",
-          "4_1_83",
-          "4_1_84",
-          "4_1_84",
-          "4_1_85",
-          "4_1_85",
-          "4_1_86",
-          "4_1_86",
-          "4_1_87",
-          "4_1_87",
-          "4_1_88",
-          "4_1_88",
-          "4_1_89",
-          "4_1_89",
-          "4_1_90",
-          "4_1_90",
-          "4_1_92",
-          "4_1_92",
-          "4_1_93",
-          "4_1_93",
-          "4_1_94",
-          "4_1_94",
-          "4_1_95",
-          "4_1_95",
-          "4_1_96",
-          "4_1_96",
-          "4_1_97",
-          "4_1_97",
-          "4_1_98",
-          "4_1_98",
-          "4_1_99",
-          "4_1_99",
-          "4_1_100",
-          "4_1_100",
-          "4_2_1",
-          "4_2_1",
-          "4_2_2",
-          "4_2_2",
-          "4_2_3",
-          "4_2_3",
-          "4_2_4",
-          "4_2_4",
-          "4_2_5",
-          "4_2_5",
-          "4_2_6",
-          "4_2_6",
-          "4_2_7",
-          "4_2_7",
-          "4_2_8",
-          "4_2_8",
-          "4_2_9",
-          "4_2_9",
-          "4_2_10",
-          "4_2_10",
-          "4_2_11",
-          "4_2_11",
-          "4_2_13",
-          "4_2_13",
-          "4_2_14",
-          "4_2_14",
-          "4_2_15",
-          "4_2_15",
-          "4_2_16",
-          "4_2_16",
-          "4_2_17",
-          "4_2_17",
-          "4_2_18",
-          "4_2_18",
-          "4_2_19",
-          "4_2_19",
-          "4_2_20",
-          "4_2_20",
-          "4_2_21",
-          "4_2_21",
-          "4_2_22",
-          "4_2_22",
-          "4_2_23",
-          "4_2_23",
-          "4_2_24",
-          "4_2_24",
-          "4_2_25",
-          "4_2_25",
-          "4_2_26",
-          "4_2_26",
-          "4_2_27",
-          "4_2_27",
-          "4_2_28",
-          "4_2_28",
-          "4_2_30",
-          "4_2_30",
-          "4_2_31",
-          "4_2_31",
-          "4_2_32",
-          "4_2_32",
-          "4_2_33",
-          "4_2_33",
-          "4_2_34",
-          "4_2_34",
-          "4_2_35",
-          "4_2_35",
-          "4_2_36",
-          "4_2_36",
-          "4_2_37",
-          "4_2_37",
-          "4_2_38",
-          "4_2_38",
-          "4_2_39",
-          "4_2_39",
-          "4_2_40",
-          "4_2_40",
-          "4_2_41",
-          "4_2_41",
-          "4_2_42",
-          "4_2_42",
-          "4_2_43",
-          "4_2_43",
-          "4_2_44",
-          "4_2_44",
-          "4_2_45",
-          "4_2_45",
-          "4_2_46",
-          "4_2_46",
-          "4_2_47",
-          "4_2_47",
-          "4_2_48",
-          "4_2_48",
-          "4_2_49",
-          "4_2_49",
-          "4_2_50",
-          "4_2_50",
-          "4_2_51",
-          "4_2_51",
-          "4_2_52",
-          "4_2_52",
-          "4_2_53",
-          "4_2_53",
-          "4_2_54",
-          "4_2_54",
-          "4_2_55",
-          "4_2_55",
-          "4_2_56",
-          "4_2_56",
-          "4_2_57",
-          "4_2_57",
-          "4_2_58",
-          "4_2_58",
-          "4_2_59",
-          "4_2_59",
-          "4_2_60",
-          "4_2_60",
-          "4_2_61",
-          "4_2_61",
-          "4_2_62",
-          "4_2_62",
-          "4_2_63",
-          "4_2_63",
-          "4_2_64",
-          "4_2_64",
-          "4_2_65",
-          "4_2_65",
-          "4_2_66",
-          "4_2_66",
-          "4_2_67",
-          "4_2_67",
-          "4_2_68",
-          "4_2_68",
-          "4_2_69",
-          "4_2_69",
-          "4_2_70",
-          "4_2_70",
-          "4_2_71",
-          "4_2_71",
-          "4_2_72",
-          "4_2_72",
-          "4_2_73",
-          "4_2_73",
-          "4_2_74",
-          "4_2_74",
-          "4_2_76",
-          "4_2_76",
-          "4_2_77",
-          "4_2_77",
-          "4_2_78",
-          "4_2_78",
-          "4_2_79",
-          "4_2_79",
-          "4_2_80",
-          "4_2_80",
-          "4_2_81",
-          "4_2_81",
-          "4_2_82",
-          "4_2_82",
-          "4_2_83",
-          "4_2_83",
-          "4_2_84",
-          "4_2_84",
-          "4_2_85",
-          "4_2_85",
-          "4_2_86",
-          "4_2_86",
-          "4_2_87",
-          "4_2_87",
-          "4_2_88",
-          "4_2_88",
-          "4_2_89",
-          "4_2_89",
-          "4_2_90",
-          "4_2_90",
-          "4_2_91",
-          "4_2_91",
-          "4_2_92",
-          "4_2_92",
-          "4_2_93",
-          "4_2_93",
-          "4_2_94",
-          "4_2_94",
-          "4_2_95",
-          "4_2_95",
-          "4_2_96",
-          "4_2_96",
-          "4_2_97",
-          "4_2_97",
-          "4_2_98",
-          "4_2_98",
-          "4_2_99",
-          "4_2_99",
-          "4_2_100",
-          "4_2_100"
-         ],
-         "y": [
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.69,
-          239.69,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.69,
-          239.69,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          239.69,
-          239.69,
-          238.83,
-          238.83,
-          239.2,
-          239.2,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.83,
-          238.83,
-          238.97,
-          238.97,
-          239.2,
-          239.2,
-          238.97,
-          238.97,
-          238.83
-         ]
-        },
-        {
-         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "LPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1_1",
-          "1_1_2",
-          "1_1_2",
-          "1_1_3",
-          "1_1_3",
-          "1_1_4",
-          "1_1_4",
-          "1_1_5",
-          "1_1_5",
-          "1_1_6",
-          "1_1_6",
-          "1_1_7",
-          "1_1_7",
-          "1_1_8",
-          "1_1_8",
-          "1_1_9",
-          "1_1_9",
-          "1_1_10",
-          "1_1_10",
-          "1_1_11",
-          "1_1_11",
-          "1_1_12",
-          "1_1_12",
-          "1_1_13",
-          "1_1_13",
-          "1_1_14",
-          "1_1_14",
-          "1_1_15",
-          "1_1_15",
-          "1_1_16",
-          "1_1_16",
-          "1_1_17",
-          "1_1_17",
-          "1_1_18",
-          "1_1_18",
-          "1_1_19",
-          "1_1_19",
-          "1_1_20",
-          "1_1_20",
-          "1_1_21",
-          "1_1_21",
-          "1_1_22",
-          "1_1_22",
-          "1_1_23",
-          "1_1_23",
-          "1_1_24",
-          "1_1_24",
-          "1_1_25",
-          "1_1_25",
-          "1_1_26",
-          "1_1_26",
-          "1_1_27",
-          "1_1_27",
-          "1_1_28",
-          "1_1_28",
-          "1_1_29",
-          "1_1_29",
-          "1_1_30",
-          "1_1_30",
-          "1_1_31",
-          "1_1_31",
-          "1_1_32",
-          "1_1_32",
-          "1_1_33",
-          "1_1_33",
-          "1_1_34",
-          "1_1_34",
-          "1_1_35",
-          "1_1_35",
-          "1_1_36",
-          "1_1_36",
-          "1_1_37",
-          "1_1_37",
-          "1_1_38",
-          "1_1_38",
-          "1_1_39",
-          "1_1_39",
-          "1_1_40",
-          "1_1_40",
-          "1_1_41",
-          "1_1_41",
-          "1_1_42",
-          "1_1_42",
-          "1_1_43",
-          "1_1_43",
-          "1_1_44",
-          "1_1_44",
-          "1_1_45",
-          "1_1_45",
-          "1_1_46",
-          "1_1_46",
-          "1_1_47",
-          "1_1_47",
-          "1_1_48",
-          "1_1_48",
-          "1_1_49",
-          "1_1_49",
-          "1_1_50",
-          "1_1_50",
-          "1_1_51",
-          "1_1_51",
-          "1_1_52",
-          "1_1_52",
-          "1_1_53",
-          "1_1_53",
-          "1_1_54",
-          "1_1_54",
-          "1_1_55",
-          "1_1_55",
-          "1_1_56",
-          "1_1_56",
-          "1_1_57",
-          "1_1_57",
-          "1_1_58",
-          "1_1_58",
-          "1_1_59",
-          "1_1_59",
-          "1_1_60",
-          "1_1_60",
-          "1_1_61",
-          "1_1_61",
-          "1_1_62",
-          "1_1_62",
-          "1_1_63",
-          "1_1_63",
-          "1_1_64",
-          "1_1_64",
-          "1_1_65",
-          "1_1_65",
-          "1_1_66",
-          "1_1_66",
-          "1_1_67",
-          "1_1_67",
-          "1_1_68",
-          "1_1_68",
-          "1_1_69",
-          "1_1_69",
-          "1_1_70",
-          "1_1_70",
-          "1_1_71",
-          "1_1_71",
-          "1_1_72",
-          "1_1_72",
-          "1_1_73",
-          "1_1_73",
-          "1_1_74",
-          "1_1_74",
-          "1_1_75",
-          "1_1_75",
-          "1_1_76",
-          "1_1_76",
-          "1_1_77",
-          "1_1_77",
-          "1_1_78",
-          "1_1_78",
-          "1_1_79",
-          "1_1_79",
-          "1_1_80",
-          "1_1_80",
-          "1_1_81",
-          "1_1_81",
-          "1_1_82",
-          "1_1_82",
-          "1_1_83",
-          "1_1_83",
-          "1_1_84",
-          "1_1_84",
-          "1_1_85",
-          "1_1_85",
-          "1_1_86",
-          "1_1_86",
-          "1_1_87",
-          "1_1_87",
-          "1_1_88",
-          "1_1_88",
-          "1_1_89",
-          "1_1_89",
-          "1_1_90",
-          "1_1_90",
-          "1_1_91",
-          "1_1_91",
-          "1_1_92",
-          "1_1_92",
-          "1_1_93",
-          "1_1_93",
-          "1_1_94",
-          "1_1_94",
-          "1_1_95",
-          "1_1_95",
-          "1_1_96",
-          "1_1_96",
-          "1_1_97",
-          "1_1_97",
-          "1_1_98",
-          "1_1_98",
-          "1_1_99",
-          "1_1_99",
-          "1_1_100",
-          "1_1_100",
-          "1_2_1",
-          "1_2_1",
-          "1_2_2",
-          "1_2_2",
-          "1_2_3",
-          "1_2_3",
-          "1_2_4",
-          "1_2_4",
-          "1_2_5",
-          "1_2_5",
-          "1_2_6",
-          "1_2_6",
-          "1_2_7",
-          "1_2_7",
-          "1_2_8",
-          "1_2_8",
-          "1_2_9",
-          "1_2_9",
-          "1_2_10",
-          "1_2_10",
-          "1_2_11",
-          "1_2_11",
-          "1_2_12",
-          "1_2_12",
-          "1_2_13",
-          "1_2_13",
-          "1_2_14",
-          "1_2_14",
-          "1_2_15",
-          "1_2_15",
-          "1_2_16",
-          "1_2_16",
-          "1_2_17",
-          "1_2_17",
-          "1_2_18",
-          "1_2_18",
-          "1_2_19",
-          "1_2_19",
-          "1_2_20",
-          "1_2_20",
-          "1_2_21",
-          "1_2_21",
-          "1_2_22",
-          "1_2_22",
-          "1_2_23",
-          "1_2_23",
-          "1_2_24",
-          "1_2_24",
-          "1_2_25",
-          "1_2_25",
-          "1_2_26",
-          "1_2_26",
-          "1_2_27",
-          "1_2_27",
-          "1_2_28",
-          "1_2_28",
-          "1_2_29",
-          "1_2_29",
-          "1_2_32",
-          "1_2_32",
-          "1_2_33",
-          "1_2_33",
-          "1_2_34",
-          "1_2_34",
-          "1_2_35",
-          "1_2_35",
-          "1_2_36",
-          "1_2_36",
-          "1_2_37",
-          "1_2_37",
-          "1_2_38",
-          "1_2_38",
-          "1_2_39",
-          "1_2_39",
-          "1_2_40",
-          "1_2_40",
-          "1_2_41",
-          "1_2_41",
-          "1_2_42",
-          "1_2_42",
-          "1_2_43",
-          "1_2_43",
-          "1_2_44",
-          "1_2_44",
-          "1_2_45",
-          "1_2_45",
-          "1_2_46",
-          "1_2_46",
-          "1_2_47",
-          "1_2_47",
-          "1_2_48",
-          "1_2_48",
-          "1_2_49",
-          "1_2_49",
-          "1_2_50",
-          "1_2_50",
-          "1_2_51",
-          "1_2_51",
-          "1_2_52",
-          "1_2_52",
-          "1_2_53",
-          "1_2_53",
-          "1_2_54",
-          "1_2_54",
-          "1_2_55",
-          "1_2_55",
-          "1_2_56",
-          "1_2_56",
-          "1_2_57",
-          "1_2_57",
-          "1_2_58",
-          "1_2_58",
-          "1_2_59",
-          "1_2_59",
-          "1_2_60",
-          "1_2_60",
-          "1_2_61",
-          "1_2_61",
-          "1_2_62",
-          "1_2_62",
-          "1_2_63",
-          "1_2_63",
-          "1_2_64",
-          "1_2_64",
-          "1_2_65",
-          "1_2_65",
-          "1_2_66",
-          "1_2_66",
-          "1_2_67",
-          "1_2_67",
-          "1_2_68",
-          "1_2_68",
-          "1_2_69",
-          "1_2_69",
-          "1_2_70",
-          "1_2_70",
-          "1_2_71",
-          "1_2_71",
-          "1_2_72",
-          "1_2_72",
-          "1_2_73",
-          "1_2_73",
-          "1_2_74",
-          "1_2_74",
-          "1_2_75",
-          "1_2_75",
-          "1_2_76",
-          "1_2_76",
-          "1_2_77",
-          "1_2_77",
-          "1_2_78",
-          "1_2_78",
-          "1_2_79",
-          "1_2_79",
-          "1_2_80",
-          "1_2_80",
-          "1_2_81",
-          "1_2_81",
-          "1_2_83",
-          "1_2_83",
-          "1_2_84",
-          "1_2_84",
-          "1_2_85",
-          "1_2_85",
-          "1_2_86",
-          "1_2_86",
-          "1_2_87",
-          "1_2_87",
-          "1_2_88",
-          "1_2_88",
-          "1_2_89",
-          "1_2_89",
-          "1_2_90",
-          "1_2_90",
-          "1_2_91",
-          "1_2_91",
-          "1_2_92",
-          "1_2_92",
-          "1_2_93",
-          "1_2_93",
-          "1_2_94",
-          "1_2_94",
-          "1_2_95",
-          "1_2_95",
-          "1_2_96",
-          "1_2_96",
-          "1_2_97",
-          "1_2_97",
-          "1_2_98",
-          "1_2_98",
-          "1_2_99",
-          "1_2_99",
-          "1_2_100",
-          "1_2_100",
-          "2_1_1",
-          "2_1_1",
-          "2_1_2",
-          "2_1_2",
-          "2_1_3",
-          "2_1_3",
-          "2_1_4",
-          "2_1_4",
-          "2_1_5",
-          "2_1_5",
-          "2_1_6",
-          "2_1_6",
-          "2_1_7",
-          "2_1_7",
-          "2_1_8",
-          "2_1_8",
-          "2_1_9",
-          "2_1_9",
-          "2_1_10",
-          "2_1_10",
-          "2_1_11",
-          "2_1_11",
-          "2_1_12",
-          "2_1_12",
-          "2_1_13",
-          "2_1_13",
-          "2_1_14",
-          "2_1_14",
-          "2_1_15",
-          "2_1_15",
-          "2_1_16",
-          "2_1_16",
-          "2_1_17",
-          "2_1_17",
-          "2_1_18",
-          "2_1_18",
-          "2_1_19",
-          "2_1_19",
-          "2_1_20",
-          "2_1_20",
-          "2_1_21",
-          "2_1_21",
-          "2_1_22",
-          "2_1_22",
-          "2_1_23",
-          "2_1_23",
-          "2_1_24",
-          "2_1_24",
-          "2_1_25",
-          "2_1_25",
-          "2_1_26",
-          "2_1_26",
-          "2_1_27",
-          "2_1_27",
-          "2_1_28",
-          "2_1_28",
-          "2_1_29",
-          "2_1_29",
-          "2_1_30",
-          "2_1_30",
-          "2_1_31",
-          "2_1_31",
-          "2_1_32",
-          "2_1_32",
-          "2_1_33",
-          "2_1_33",
-          "2_1_34",
-          "2_1_34",
-          "2_1_35",
-          "2_1_35",
-          "2_1_36",
-          "2_1_36",
-          "2_1_37",
-          "2_1_37",
-          "2_1_38",
-          "2_1_38",
-          "2_1_39",
-          "2_1_39",
-          "2_1_40",
-          "2_1_40",
-          "2_1_41",
-          "2_1_41",
-          "2_1_42",
-          "2_1_42",
-          "2_1_43",
-          "2_1_43",
-          "2_1_44",
-          "2_1_44",
-          "2_1_45",
-          "2_1_45",
-          "2_1_46",
-          "2_1_46",
-          "2_1_47",
-          "2_1_47",
-          "2_1_48",
-          "2_1_48",
-          "2_1_49",
-          "2_1_49",
-          "2_1_50",
-          "2_1_50",
-          "2_1_51",
-          "2_1_51",
-          "2_1_52",
-          "2_1_52",
-          "2_1_53",
-          "2_1_53",
-          "2_1_54",
-          "2_1_54",
-          "2_1_55",
-          "2_1_55",
-          "2_1_56",
-          "2_1_56",
-          "2_1_57",
-          "2_1_57",
-          "2_1_58",
-          "2_1_58",
-          "2_1_59",
-          "2_1_59",
-          "2_1_60",
-          "2_1_60",
-          "2_1_61",
-          "2_1_61",
-          "2_1_62",
-          "2_1_62",
-          "2_1_63",
-          "2_1_63",
-          "2_1_64",
-          "2_1_64",
-          "2_1_65",
-          "2_1_65",
-          "2_1_66",
-          "2_1_66",
-          "2_1_67",
-          "2_1_67",
-          "2_1_68",
-          "2_1_68",
-          "2_1_69",
-          "2_1_69",
-          "2_1_70",
-          "2_1_70",
-          "2_1_71",
-          "2_1_71",
-          "2_1_72",
-          "2_1_72",
-          "2_1_73",
-          "2_1_73",
-          "2_1_74",
-          "2_1_74",
-          "2_1_75",
-          "2_1_75",
-          "2_1_76",
-          "2_1_76",
-          "2_1_77",
-          "2_1_77",
-          "2_1_78",
-          "2_1_78",
-          "2_1_79",
-          "2_1_79",
-          "2_1_80",
-          "2_1_80",
-          "2_1_81",
-          "2_1_81",
-          "2_1_82",
-          "2_1_82",
-          "2_1_83",
-          "2_1_83",
-          "2_1_84",
-          "2_1_84",
-          "2_1_85",
-          "2_1_85",
-          "2_1_86",
-          "2_1_86",
-          "2_1_87",
-          "2_1_87",
-          "2_1_88",
-          "2_1_88",
-          "2_1_89",
-          "2_1_89",
-          "2_1_90",
-          "2_1_90",
-          "2_1_91",
-          "2_1_91",
-          "2_1_92",
-          "2_1_92",
-          "2_1_93",
-          "2_1_93",
-          "2_1_94",
-          "2_1_94",
-          "2_1_95",
-          "2_1_95",
-          "2_1_96",
-          "2_1_96",
-          "2_1_97",
-          "2_1_97",
-          "2_1_98",
-          "2_1_98",
-          "2_1_99",
-          "2_1_99",
-          "2_1_100",
-          "2_1_100",
-          "2_2_1",
-          "2_2_1",
-          "2_2_2",
-          "2_2_2",
-          "2_2_3",
-          "2_2_3",
-          "2_2_4",
-          "2_2_4",
-          "2_2_5",
-          "2_2_5",
-          "2_2_6",
-          "2_2_6",
-          "2_2_7",
-          "2_2_7",
-          "2_2_8",
-          "2_2_8",
-          "2_2_9",
-          "2_2_9",
-          "2_2_10",
-          "2_2_10",
-          "2_2_11",
-          "2_2_11",
-          "2_2_12",
-          "2_2_12",
-          "2_2_13",
-          "2_2_13",
-          "2_2_14",
-          "2_2_14",
-          "2_2_15",
-          "2_2_15",
-          "2_2_16",
-          "2_2_16",
-          "2_2_17",
-          "2_2_17",
-          "2_2_18",
-          "2_2_18",
-          "2_2_19",
-          "2_2_19",
-          "2_2_20",
-          "2_2_20",
-          "2_2_21",
-          "2_2_21",
-          "2_2_22",
-          "2_2_22",
-          "2_2_23",
-          "2_2_23",
-          "2_2_25",
-          "2_2_25",
-          "2_2_26",
-          "2_2_26",
-          "2_2_27",
-          "2_2_27",
-          "2_2_28",
-          "2_2_28",
-          "2_2_29",
-          "2_2_29",
-          "2_2_30",
-          "2_2_30",
-          "2_2_31",
-          "2_2_31",
-          "2_2_32",
-          "2_2_32",
-          "2_2_33",
-          "2_2_33",
-          "2_2_34",
-          "2_2_34",
-          "2_2_35",
-          "2_2_35",
-          "2_2_36",
-          "2_2_36",
-          "2_2_37",
-          "2_2_37",
-          "2_2_38",
-          "2_2_38",
-          "2_2_39",
-          "2_2_39",
-          "2_2_40",
-          "2_2_40",
-          "2_2_41",
-          "2_2_41",
-          "2_2_42",
-          "2_2_42",
-          "2_2_43",
-          "2_2_43",
-          "2_2_44",
-          "2_2_44",
-          "2_2_45",
-          "2_2_45",
-          "2_2_46",
-          "2_2_46",
-          "2_2_47",
-          "2_2_47",
-          "2_2_48",
-          "2_2_48",
-          "2_2_49",
-          "2_2_49",
-          "2_2_50",
-          "2_2_50",
-          "2_2_51",
-          "2_2_51",
-          "2_2_52",
-          "2_2_52",
-          "2_2_53",
-          "2_2_53",
-          "2_2_54",
-          "2_2_54",
-          "2_2_55",
-          "2_2_55",
-          "2_2_56",
-          "2_2_56",
-          "2_2_57",
-          "2_2_57",
-          "2_2_58",
-          "2_2_58",
-          "2_2_59",
-          "2_2_59",
-          "2_2_60",
-          "2_2_60",
-          "2_2_61",
-          "2_2_61",
-          "2_2_62",
-          "2_2_62",
-          "2_2_63",
-          "2_2_63",
-          "2_2_64",
-          "2_2_64",
-          "2_2_65",
-          "2_2_65",
-          "2_2_66",
-          "2_2_66",
-          "2_2_67",
-          "2_2_67",
-          "2_2_68",
-          "2_2_68",
-          "2_2_69",
-          "2_2_69",
-          "2_2_70",
-          "2_2_70",
-          "2_2_71",
-          "2_2_71",
-          "2_2_72",
-          "2_2_72",
-          "2_2_73",
-          "2_2_73",
-          "2_2_75",
-          "2_2_75",
-          "2_2_76",
-          "2_2_76",
-          "2_2_77",
-          "2_2_77",
-          "2_2_79",
-          "2_2_79",
-          "2_2_80",
-          "2_2_80",
-          "2_2_81",
-          "2_2_81",
-          "2_2_82",
-          "2_2_82",
-          "2_2_83",
-          "2_2_83",
-          "2_2_84",
-          "2_2_84",
-          "2_2_85",
-          "2_2_85",
-          "2_2_86",
-          "2_2_86",
-          "2_2_87",
-          "2_2_87",
-          "2_2_88",
-          "2_2_88",
-          "2_2_89",
-          "2_2_89",
-          "2_2_90",
-          "2_2_90",
-          "2_2_91",
-          "2_2_91",
-          "2_2_92",
-          "2_2_92",
-          "2_2_93",
-          "2_2_93",
-          "2_2_94",
-          "2_2_94",
-          "2_2_95",
-          "2_2_95",
-          "2_2_96",
-          "2_2_96",
-          "2_2_97",
-          "2_2_97",
-          "2_2_98",
-          "2_2_98",
-          "2_2_99",
-          "2_2_99",
-          "2_2_100",
-          "2_2_100",
-          "3_1_1",
-          "3_1_1",
-          "3_1_2",
-          "3_1_2",
-          "3_1_3",
-          "3_1_3",
-          "3_1_4",
-          "3_1_4",
-          "3_1_5",
-          "3_1_5",
-          "3_1_6",
-          "3_1_6",
-          "3_1_7",
-          "3_1_7",
-          "3_1_8",
-          "3_1_8",
-          "3_1_9",
-          "3_1_9",
-          "3_1_10",
-          "3_1_10",
-          "3_1_11",
-          "3_1_11",
-          "3_1_12",
-          "3_1_12",
-          "3_1_13",
-          "3_1_13",
-          "3_1_14",
-          "3_1_14",
-          "3_1_15",
-          "3_1_15",
-          "3_1_16",
-          "3_1_16",
-          "3_1_17",
-          "3_1_17",
-          "3_1_18",
-          "3_1_18",
-          "3_1_19",
-          "3_1_19",
-          "3_1_20",
-          "3_1_20",
-          "3_1_21",
-          "3_1_21",
-          "3_1_22",
-          "3_1_22",
-          "3_1_23",
-          "3_1_23",
-          "3_1_24",
-          "3_1_24",
-          "3_1_25",
-          "3_1_25",
-          "3_1_26",
-          "3_1_26",
-          "3_1_27",
-          "3_1_27",
-          "3_1_28",
-          "3_1_28",
-          "3_1_29",
-          "3_1_29",
-          "3_1_30",
-          "3_1_30",
-          "3_1_31",
-          "3_1_31",
-          "3_1_32",
-          "3_1_32",
-          "3_1_33",
-          "3_1_33",
-          "3_1_34",
-          "3_1_34",
-          "3_1_35",
-          "3_1_35",
-          "3_1_36",
-          "3_1_36",
-          "3_1_37",
-          "3_1_37",
-          "3_1_38",
-          "3_1_38",
-          "3_1_39",
-          "3_1_39",
-          "3_1_40",
-          "3_1_40",
-          "3_1_41",
-          "3_1_41",
-          "3_1_42",
-          "3_1_42",
-          "3_1_43",
-          "3_1_43",
-          "3_1_44",
-          "3_1_44",
-          "3_1_45",
-          "3_1_45",
-          "3_1_46",
-          "3_1_46",
-          "3_1_47",
-          "3_1_47",
-          "3_1_48",
-          "3_1_48",
-          "3_1_49",
-          "3_1_49",
-          "3_1_50",
-          "3_1_50",
-          "3_1_51",
-          "3_1_51",
-          "3_1_52",
-          "3_1_52",
-          "3_1_53",
-          "3_1_53",
-          "3_1_55",
-          "3_1_55",
-          "3_1_56",
-          "3_1_56",
-          "3_1_57",
-          "3_1_57",
-          "3_1_58",
-          "3_1_58",
-          "3_1_59",
-          "3_1_59",
-          "3_1_60",
-          "3_1_60",
-          "3_1_61",
-          "3_1_61",
-          "3_1_62",
-          "3_1_62",
-          "3_1_63",
-          "3_1_63",
-          "3_1_64",
-          "3_1_64",
-          "3_1_65",
-          "3_1_65",
-          "3_1_66",
-          "3_1_66",
-          "3_1_67",
-          "3_1_67",
-          "3_1_68",
-          "3_1_68",
-          "3_1_69",
-          "3_1_69",
-          "3_1_70",
-          "3_1_70",
-          "3_1_71",
-          "3_1_71",
-          "3_1_72",
-          "3_1_72",
-          "3_1_73",
-          "3_1_73",
-          "3_1_74",
-          "3_1_74",
-          "3_1_75",
-          "3_1_75",
-          "3_1_76",
-          "3_1_76",
-          "3_1_77",
-          "3_1_77",
-          "3_1_78",
-          "3_1_78",
-          "3_1_79",
-          "3_1_79",
-          "3_1_80",
-          "3_1_80",
-          "3_1_81",
-          "3_1_81",
-          "3_1_82",
-          "3_1_82",
-          "3_1_83",
-          "3_1_83",
-          "3_1_84",
-          "3_1_84",
-          "3_1_85",
-          "3_1_85",
-          "3_1_86",
-          "3_1_86",
-          "3_1_87",
-          "3_1_87",
-          "3_1_88",
-          "3_1_88",
-          "3_1_89",
-          "3_1_89",
-          "3_1_91",
-          "3_1_91",
-          "3_1_92",
-          "3_1_92",
-          "3_1_93",
-          "3_1_93",
-          "3_1_94",
-          "3_1_94",
-          "3_1_95",
-          "3_1_95",
-          "3_1_96",
-          "3_1_96",
-          "3_1_97",
-          "3_1_97",
-          "3_1_99",
-          "3_1_99",
-          "3_1_100",
-          "3_1_100",
-          "3_2_1",
-          "3_2_1",
-          "3_2_2",
-          "3_2_2",
-          "3_2_3",
-          "3_2_3",
-          "3_2_4",
-          "3_2_4",
-          "3_2_5",
-          "3_2_5",
-          "3_2_6",
-          "3_2_6",
-          "3_2_7",
-          "3_2_7",
-          "3_2_8",
-          "3_2_8",
-          "3_2_9",
-          "3_2_9",
-          "3_2_10",
-          "3_2_10",
-          "3_2_11",
-          "3_2_11",
-          "3_2_12",
-          "3_2_12",
-          "3_2_13",
-          "3_2_13",
-          "3_2_14",
-          "3_2_14",
-          "3_2_15",
-          "3_2_15",
-          "3_2_16",
-          "3_2_16",
-          "3_2_17",
-          "3_2_17",
-          "3_2_18",
-          "3_2_18",
-          "3_2_19",
-          "3_2_19",
-          "3_2_20",
-          "3_2_20",
-          "3_2_21",
-          "3_2_21",
-          "3_2_22",
-          "3_2_22",
-          "3_2_23",
-          "3_2_23",
-          "3_2_24",
-          "3_2_24",
-          "3_2_25",
-          "3_2_25",
-          "3_2_26",
-          "3_2_26",
-          "3_2_27",
-          "3_2_27",
-          "3_2_28",
-          "3_2_28",
-          "3_2_29",
-          "3_2_29",
-          "3_2_30",
-          "3_2_30",
-          "3_2_31",
-          "3_2_31",
-          "3_2_33",
-          "3_2_33",
-          "3_2_34",
-          "3_2_34",
-          "3_2_35",
-          "3_2_35",
-          "3_2_36",
-          "3_2_36",
-          "3_2_37",
-          "3_2_37",
-          "3_2_38",
-          "3_2_38",
-          "3_2_39",
-          "3_2_39",
-          "3_2_40",
-          "3_2_40",
-          "3_2_41",
-          "3_2_41",
-          "3_2_42",
-          "3_2_42",
-          "3_2_43",
-          "3_2_43",
-          "3_2_44",
-          "3_2_44",
-          "3_2_45",
-          "3_2_45",
-          "3_2_46",
-          "3_2_46",
-          "3_2_47",
-          "3_2_47",
-          "3_2_48",
-          "3_2_48",
-          "3_2_49",
-          "3_2_49",
-          "3_2_50",
-          "3_2_50",
-          "3_2_51",
-          "3_2_51",
-          "3_2_52",
-          "3_2_52",
-          "3_2_53",
-          "3_2_53",
-          "3_2_54",
-          "3_2_54",
-          "3_2_55",
-          "3_2_55",
-          "3_2_56",
-          "3_2_56",
-          "3_2_57",
-          "3_2_57",
-          "3_2_58",
-          "3_2_58",
-          "3_2_59",
-          "3_2_59",
-          "3_2_60",
-          "3_2_60",
-          "3_2_61",
-          "3_2_61",
-          "3_2_62",
-          "3_2_62",
-          "3_2_63",
-          "3_2_63",
-          "3_2_64",
-          "3_2_64",
-          "3_2_65",
-          "3_2_65",
-          "3_2_66",
-          "3_2_66",
-          "3_2_67",
-          "3_2_67",
-          "3_2_68",
-          "3_2_68",
-          "3_2_69",
-          "3_2_69",
-          "3_2_70",
-          "3_2_70",
-          "3_2_71",
-          "3_2_71",
-          "3_2_72",
-          "3_2_72",
-          "3_2_73",
-          "3_2_73",
-          "3_2_74",
-          "3_2_74",
-          "3_2_75",
-          "3_2_75",
-          "3_2_76",
-          "3_2_76",
-          "3_2_77",
-          "3_2_77",
-          "3_2_78",
-          "3_2_78",
-          "3_2_79",
-          "3_2_79",
-          "3_2_80",
-          "3_2_80",
-          "3_2_81",
-          "3_2_81",
-          "3_2_82",
-          "3_2_82",
-          "3_2_83",
-          "3_2_83",
-          "3_2_84",
-          "3_2_84",
-          "3_2_85",
-          "3_2_85",
-          "3_2_86",
-          "3_2_86",
-          "3_2_87",
-          "3_2_87",
-          "3_2_88",
-          "3_2_88",
-          "3_2_89",
-          "3_2_89",
-          "3_2_90",
-          "3_2_90",
-          "3_2_91",
-          "3_2_91",
-          "3_2_92",
-          "3_2_92",
-          "3_2_93",
-          "3_2_93",
-          "3_2_94",
-          "3_2_94",
-          "3_2_95",
-          "3_2_95",
-          "3_2_96",
-          "3_2_96",
-          "3_2_97",
-          "3_2_97",
-          "3_2_98",
-          "3_2_98",
-          "3_2_99",
-          "3_2_99",
-          "3_2_100",
-          "3_2_100",
-          "4_1_1",
-          "4_1_1",
-          "4_1_2",
-          "4_1_2",
-          "4_1_3",
-          "4_1_3",
-          "4_1_4",
-          "4_1_4",
-          "4_1_5",
-          "4_1_5",
-          "4_1_6",
-          "4_1_6",
-          "4_1_7",
-          "4_1_7",
-          "4_1_8",
-          "4_1_8",
-          "4_1_9",
-          "4_1_9",
-          "4_1_10",
-          "4_1_10",
-          "4_1_11",
-          "4_1_11",
-          "4_1_12",
-          "4_1_12",
-          "4_1_14",
-          "4_1_14",
-          "4_1_15",
-          "4_1_15",
-          "4_1_16",
-          "4_1_16",
-          "4_1_17",
-          "4_1_17",
-          "4_1_18",
-          "4_1_18",
-          "4_1_19",
-          "4_1_19",
-          "4_1_20",
-          "4_1_20",
-          "4_1_21",
-          "4_1_21",
-          "4_1_22",
-          "4_1_22",
-          "4_1_23",
-          "4_1_23",
-          "4_1_24",
-          "4_1_24",
-          "4_1_25",
-          "4_1_25",
-          "4_1_26",
-          "4_1_26",
-          "4_1_27",
-          "4_1_27",
-          "4_1_28",
-          "4_1_28",
-          "4_1_29",
-          "4_1_29",
-          "4_1_30",
-          "4_1_30",
-          "4_1_31",
-          "4_1_31",
-          "4_1_33",
-          "4_1_33",
-          "4_1_34",
-          "4_1_34",
-          "4_1_35",
-          "4_1_35",
-          "4_1_36",
-          "4_1_36",
-          "4_1_37",
-          "4_1_37",
-          "4_1_38",
-          "4_1_38",
-          "4_1_39",
-          "4_1_39",
-          "4_1_41",
-          "4_1_41",
-          "4_1_42",
-          "4_1_42",
-          "4_1_43",
-          "4_1_43",
-          "4_1_44",
-          "4_1_44",
-          "4_1_45",
-          "4_1_45",
-          "4_1_46",
-          "4_1_46",
-          "4_1_47",
-          "4_1_47",
-          "4_1_48",
-          "4_1_48",
-          "4_1_49",
-          "4_1_49",
-          "4_1_50",
-          "4_1_50",
-          "4_1_51",
-          "4_1_51",
-          "4_1_52",
-          "4_1_52",
-          "4_1_53",
-          "4_1_53",
-          "4_1_54",
-          "4_1_54",
-          "4_1_55",
-          "4_1_55",
-          "4_1_56",
-          "4_1_56",
-          "4_1_57",
-          "4_1_57",
-          "4_1_58",
-          "4_1_58",
-          "4_1_59",
-          "4_1_59",
-          "4_1_60",
-          "4_1_60",
-          "4_1_61",
-          "4_1_61",
-          "4_1_62",
-          "4_1_62",
-          "4_1_63",
-          "4_1_63",
-          "4_1_64",
-          "4_1_64",
-          "4_1_65",
-          "4_1_65",
-          "4_1_66",
-          "4_1_66",
-          "4_1_67",
-          "4_1_67",
-          "4_1_68",
-          "4_1_68",
-          "4_1_69",
-          "4_1_69",
-          "4_1_70",
-          "4_1_70",
-          "4_1_71",
-          "4_1_71",
-          "4_1_72",
-          "4_1_72",
-          "4_1_73",
-          "4_1_73",
-          "4_1_74",
-          "4_1_74",
-          "4_1_75",
-          "4_1_75",
-          "4_1_76",
-          "4_1_76",
-          "4_1_77",
-          "4_1_77",
-          "4_1_78",
-          "4_1_78",
-          "4_1_79",
-          "4_1_79",
-          "4_1_80",
-          "4_1_80",
-          "4_1_81",
-          "4_1_81",
-          "4_1_82",
-          "4_1_82",
-          "4_1_83",
-          "4_1_83",
-          "4_1_84",
-          "4_1_84",
-          "4_1_85",
-          "4_1_85",
-          "4_1_86",
-          "4_1_86",
-          "4_1_87",
-          "4_1_87",
-          "4_1_88",
-          "4_1_88",
-          "4_1_89",
-          "4_1_89",
-          "4_1_90",
-          "4_1_90",
-          "4_1_92",
-          "4_1_92",
-          "4_1_93",
-          "4_1_93",
-          "4_1_94",
-          "4_1_94",
-          "4_1_95",
-          "4_1_95",
-          "4_1_96",
-          "4_1_96",
-          "4_1_97",
-          "4_1_97",
-          "4_1_98",
-          "4_1_98",
-          "4_1_99",
-          "4_1_99",
-          "4_1_100",
-          "4_1_100",
-          "4_2_1",
-          "4_2_1",
-          "4_2_2",
-          "4_2_2",
-          "4_2_3",
-          "4_2_3",
-          "4_2_4",
-          "4_2_4",
-          "4_2_5",
-          "4_2_5",
-          "4_2_6",
-          "4_2_6",
-          "4_2_7",
-          "4_2_7",
-          "4_2_8",
-          "4_2_8",
-          "4_2_9",
-          "4_2_9",
-          "4_2_10",
-          "4_2_10",
-          "4_2_11",
-          "4_2_11",
-          "4_2_13",
-          "4_2_13",
-          "4_2_14",
-          "4_2_14",
-          "4_2_15",
-          "4_2_15",
-          "4_2_16",
-          "4_2_16",
-          "4_2_17",
-          "4_2_17",
-          "4_2_18",
-          "4_2_18",
-          "4_2_19",
-          "4_2_19",
-          "4_2_20",
-          "4_2_20",
-          "4_2_21",
-          "4_2_21",
-          "4_2_22",
-          "4_2_22",
-          "4_2_23",
-          "4_2_23",
-          "4_2_24",
-          "4_2_24",
-          "4_2_25",
-          "4_2_25",
-          "4_2_26",
-          "4_2_26",
-          "4_2_27",
-          "4_2_27",
-          "4_2_28",
-          "4_2_28",
-          "4_2_30",
-          "4_2_30",
-          "4_2_31",
-          "4_2_31",
-          "4_2_32",
-          "4_2_32",
-          "4_2_33",
-          "4_2_33",
-          "4_2_34",
-          "4_2_34",
-          "4_2_35",
-          "4_2_35",
-          "4_2_36",
-          "4_2_36",
-          "4_2_37",
-          "4_2_37",
-          "4_2_38",
-          "4_2_38",
-          "4_2_39",
-          "4_2_39",
-          "4_2_40",
-          "4_2_40",
-          "4_2_41",
-          "4_2_41",
-          "4_2_42",
-          "4_2_42",
-          "4_2_43",
-          "4_2_43",
-          "4_2_44",
-          "4_2_44",
-          "4_2_45",
-          "4_2_45",
-          "4_2_46",
-          "4_2_46",
-          "4_2_47",
-          "4_2_47",
-          "4_2_48",
-          "4_2_48",
-          "4_2_49",
-          "4_2_49",
-          "4_2_50",
-          "4_2_50",
-          "4_2_51",
-          "4_2_51",
-          "4_2_52",
-          "4_2_52",
-          "4_2_53",
-          "4_2_53",
-          "4_2_54",
-          "4_2_54",
-          "4_2_55",
-          "4_2_55",
-          "4_2_56",
-          "4_2_56",
-          "4_2_57",
-          "4_2_57",
-          "4_2_58",
-          "4_2_58",
-          "4_2_59",
-          "4_2_59",
-          "4_2_60",
-          "4_2_60",
-          "4_2_61",
-          "4_2_61",
-          "4_2_62",
-          "4_2_62",
-          "4_2_63",
-          "4_2_63",
-          "4_2_64",
-          "4_2_64",
-          "4_2_65",
-          "4_2_65",
-          "4_2_66",
-          "4_2_66",
-          "4_2_67",
-          "4_2_67",
-          "4_2_68",
-          "4_2_68",
-          "4_2_69",
-          "4_2_69",
-          "4_2_70",
-          "4_2_70",
-          "4_2_71",
-          "4_2_71",
-          "4_2_72",
-          "4_2_72",
-          "4_2_73",
-          "4_2_73",
-          "4_2_74",
-          "4_2_74",
-          "4_2_76",
-          "4_2_76",
-          "4_2_77",
-          "4_2_77",
-          "4_2_78",
-          "4_2_78",
-          "4_2_79",
-          "4_2_79",
-          "4_2_80",
-          "4_2_80",
-          "4_2_81",
-          "4_2_81",
-          "4_2_82",
-          "4_2_82",
-          "4_2_83",
-          "4_2_83",
-          "4_2_84",
-          "4_2_84",
-          "4_2_85",
-          "4_2_85",
-          "4_2_86",
-          "4_2_86",
-          "4_2_87",
-          "4_2_87",
-          "4_2_88",
-          "4_2_88",
-          "4_2_89",
-          "4_2_89",
-          "4_2_90",
-          "4_2_90",
-          "4_2_91",
-          "4_2_91",
-          "4_2_92",
-          "4_2_92",
-          "4_2_93",
-          "4_2_93",
-          "4_2_94",
-          "4_2_94",
-          "4_2_95",
-          "4_2_95",
-          "4_2_96",
-          "4_2_96",
-          "4_2_97",
-          "4_2_97",
-          "4_2_98",
-          "4_2_98",
-          "4_2_99",
-          "4_2_99",
-          "4_2_100",
-          "4_2_100"
-         ],
-         "y": [
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          235.98,
-          235.98,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          235.98,
-          235.98,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          235.98,
-          235.98,
-          236.84,
-          236.84,
-          236.47,
-          236.47,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.84,
-          236.84,
-          236.7,
-          236.7,
-          236.47,
-          236.47,
-          236.7,
-          236.7,
-          236.84
-         ]
-        },
-        {
-         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "line": {
-           "color": "#B2182B",
-           "width": 0.5
-          },
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Beyond Limits",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1_2",
-          "1_1_3",
-          "1_1_13",
-          "1_1_14",
-          "1_1_15",
-          "1_1_18",
-          "1_1_19",
-          "1_1_22",
-          "1_1_26",
-          "1_1_29",
-          "1_1_31",
-          "1_1_39",
-          "1_1_42",
-          "1_1_43",
-          "1_1_48",
-          "1_1_50",
-          "1_1_54",
-          "1_1_56",
-          "1_1_58",
-          "1_1_66",
-          "1_1_70",
-          "1_1_71",
-          "1_1_72",
-          "1_1_75",
-          "1_1_77",
-          "1_1_78",
-          "1_1_80",
-          "1_1_82",
-          "1_1_83",
-          "1_1_84",
-          "1_1_88",
-          "1_1_90",
-          "1_1_92",
-          "1_1_95",
-          "1_1_99",
-          "1_1_100",
-          "1_2_4",
-          "1_2_5",
-          "1_2_6",
-          "1_2_7",
-          "1_2_9",
-          "1_2_10",
-          "1_2_12",
-          "1_2_14",
-          "1_2_17",
-          "1_2_27",
-          "1_2_33",
-          "1_2_34",
-          "1_2_41",
-          "1_2_42",
-          "1_2_43",
-          "1_2_45",
-          "1_2_49",
-          "1_2_51",
-          "1_2_52",
-          "1_2_53",
-          "1_2_55",
-          "1_2_56",
-          "1_2_57",
-          "1_2_59",
-          "1_2_61",
-          "1_2_62",
-          "1_2_63",
-          "1_2_64",
-          "1_2_65",
-          "1_2_66",
-          "1_2_85",
-          "1_2_86",
-          "1_2_88",
-          "1_2_91",
-          "1_2_94",
-          "1_2_95",
-          "1_2_98",
-          "1_2_100",
-          "2_1_1",
-          "2_1_4",
-          "2_1_5",
-          "2_1_8",
-          "2_1_16",
-          "2_1_17",
-          "2_1_18",
-          "2_1_20",
-          "2_1_22",
-          "2_1_24",
-          "2_1_36",
-          "2_1_40",
-          "2_1_44",
-          "2_1_45",
-          "2_1_46",
-          "2_1_49",
-          "2_1_51",
-          "2_1_58",
-          "2_1_59",
-          "2_1_61",
-          "2_1_66",
-          "2_1_68",
-          "2_1_69",
-          "2_1_70",
-          "2_1_75",
-          "2_1_77",
-          "2_1_80",
-          "2_1_81",
-          "2_1_82",
-          "2_1_83",
-          "2_1_85",
-          "2_1_91",
-          "2_1_93",
-          "2_1_95",
-          "2_2_1",
-          "2_2_2",
-          "2_2_4",
-          "2_2_5",
-          "2_2_6",
-          "2_2_7",
-          "2_2_9",
-          "2_2_13",
-          "2_2_14",
-          "2_2_15",
-          "2_2_16",
-          "2_2_17",
-          "2_2_19",
-          "2_2_20",
-          "2_2_21",
-          "2_2_23",
-          "2_2_26",
-          "2_2_27",
-          "2_2_28",
-          "2_2_29",
-          "2_2_30",
-          "2_2_31",
-          "2_2_33",
-          "2_2_34",
-          "2_2_35",
-          "2_2_36",
-          "2_2_37",
-          "2_2_38",
-          "2_2_39",
-          "2_2_42",
-          "2_2_43",
-          "2_2_44",
-          "2_2_45",
-          "2_2_46",
-          "2_2_47",
-          "2_2_48",
-          "2_2_50",
-          "2_2_52",
-          "2_2_53",
-          "2_2_54",
-          "2_2_57",
-          "2_2_59",
-          "2_2_60",
-          "2_2_61",
-          "2_2_62",
-          "2_2_64",
-          "2_2_65",
-          "2_2_67",
-          "2_2_70",
-          "2_2_75",
-          "2_2_80",
-          "2_2_81",
-          "2_2_85",
-          "2_2_88",
-          "2_2_91",
-          "2_2_94",
-          "2_2_95",
-          "2_2_98",
-          "2_2_99",
-          "2_2_100",
-          "3_1_1",
-          "3_1_2",
-          "3_1_3",
-          "3_1_4",
-          "3_1_5",
-          "3_1_6",
-          "3_1_7",
-          "3_1_9",
-          "3_1_12",
-          "3_1_15",
-          "3_1_16",
-          "3_1_17",
-          "3_1_18",
-          "3_1_20",
-          "3_1_21",
-          "3_1_23",
-          "3_1_24",
-          "3_1_29",
-          "3_1_30",
-          "3_1_32",
-          "3_1_33",
-          "3_1_34",
-          "3_1_35",
-          "3_1_39",
-          "3_1_43",
-          "3_1_44",
-          "3_1_45",
-          "3_1_46",
-          "3_1_47",
-          "3_1_48",
-          "3_1_49",
-          "3_1_50",
-          "3_1_51",
-          "3_1_52",
-          "3_1_55",
-          "3_1_56",
-          "3_1_57",
-          "3_1_59",
-          "3_1_60",
-          "3_1_61",
-          "3_1_62",
-          "3_1_63",
-          "3_1_64",
-          "3_1_65",
-          "3_1_68",
-          "3_1_69",
-          "3_1_70",
-          "3_1_73",
-          "3_1_76",
-          "3_1_82",
-          "3_1_84",
-          "3_1_85",
-          "3_1_88",
-          "3_1_93",
-          "3_1_94",
-          "3_1_95",
-          "3_2_1",
-          "3_2_2",
-          "3_2_3",
-          "3_2_4",
-          "3_2_9",
-          "3_2_14",
-          "3_2_15",
-          "3_2_26",
-          "3_2_27",
-          "3_2_30",
-          "3_2_31",
-          "3_2_33",
-          "3_2_34",
-          "3_2_35",
-          "3_2_36",
-          "3_2_37",
-          "3_2_38",
-          "3_2_39",
-          "3_2_41",
-          "3_2_42",
-          "3_2_43",
-          "3_2_52",
-          "3_2_53",
-          "3_2_55",
-          "3_2_59",
-          "3_2_70",
-          "3_2_71",
-          "3_2_72",
-          "3_2_74",
-          "3_2_78",
-          "3_2_79",
-          "3_2_80",
-          "3_2_82",
-          "3_2_83",
-          "3_2_85",
-          "3_2_89",
-          "3_2_90",
-          "3_2_91",
-          "3_2_92",
-          "3_2_94",
-          "3_2_95",
-          "3_2_96",
-          "3_2_97",
-          "3_2_100",
-          "4_1_1",
-          "4_1_2",
-          "4_1_3",
-          "4_1_4",
-          "4_1_6",
-          "4_1_7",
-          "4_1_8",
-          "4_1_10",
-          "4_1_15",
-          "4_1_16",
-          "4_1_17",
-          "4_1_20",
-          "4_1_21",
-          "4_1_23",
-          "4_1_27",
-          "4_1_28",
-          "4_1_29",
-          "4_1_31",
-          "4_1_33",
-          "4_1_34",
-          "4_1_36",
-          "4_1_38",
-          "4_1_39",
-          "4_1_41",
-          "4_1_44",
-          "4_1_45",
-          "4_1_49",
-          "4_1_50",
-          "4_1_52",
-          "4_1_54",
-          "4_1_55",
-          "4_1_56",
-          "4_1_59",
-          "4_1_62",
-          "4_1_63",
-          "4_1_64",
-          "4_1_67",
-          "4_1_69",
-          "4_1_70",
-          "4_1_77",
-          "4_1_78",
-          "4_1_80",
-          "4_1_82",
-          "4_1_88",
-          "4_1_89",
-          "4_1_95",
-          "4_1_99",
-          "4_1_100",
-          "4_2_1",
-          "4_2_2",
-          "4_2_4",
-          "4_2_5",
-          "4_2_6",
-          "4_2_11",
-          "4_2_13",
-          "4_2_14",
-          "4_2_15",
-          "4_2_16",
-          "4_2_18",
-          "4_2_24",
-          "4_2_27",
-          "4_2_31",
-          "4_2_33",
-          "4_2_34",
-          "4_2_35",
-          "4_2_39",
-          "4_2_40",
-          "4_2_41",
-          "4_2_42",
-          "4_2_43",
-          "4_2_45",
-          "4_2_46",
-          "4_2_49",
-          "4_2_50",
-          "4_2_52",
-          "4_2_53",
-          "4_2_54",
-          "4_2_56",
-          "4_2_61",
-          "4_2_64",
-          "4_2_65",
-          "4_2_67",
-          "4_2_71",
-          "4_2_74",
-          "4_2_79",
-          "4_2_82",
-          "4_2_84",
-          "4_2_90",
-          "4_2_91",
-          "4_2_94",
-          "4_2_97",
-          "4_2_100"
-         ],
-         "y": {
-          "bdata": "ZmZmZmb2bUDD9Shcj/ptQFyPwvUojG1AAAAAAAAAbUCuR+F6FDZuQD0K16Nw/W1AhetRuB4NbkAzMzMzMxNuQHE9Ctej4G1AFK5H4Xo0bUDD9Shcj/ptQDMzMzMz221A16NwPQo3bUCF61G4HlVtQMP1KFyP+m1AFK5H4Xr0bUBSuB6F6/FtQAAAAAAA+G1Aw/UoXI/ibUDD9Shcj3JtQIXrUbge7W1AKVyPwvXwbUCF61G4Hv1tQFK4HoXrAW5ArkfhehT2bUApXI/C9QhuQK5H4XoU/m1ApHA9CtfrbUAzMzMzMwNuQPYoXI/C5W1AmpmZmZlJbUAzMzMzM+ttQAAAAAAA8G1ArkfhehSWbUA9CtejcF1tQGZmZmZmbm1AUrgehevhbUAUrkfheuxtQNejcD0K721AMzMzMzN7bUDNzMzMzNxtQBSuR+F6BG5APQrXo3DlbUDNzMzMzNRsQFyPwvUo7G1AXI/C9Sj0bUDD9Shcj/JtQFK4HoXr4W1A4XoUrkf5bUDXo3A9Cu9tQDMzMzMz+21AhetRuB7lbUC4HoXrUfBtQBSuR+F65G1AhetRuB4FbkBcj8L1KARuQClcj8L14G1APQrXo3D9bUCamZmZmeltQJqZmZmZGW5AAAAAAAD4bUCkcD0K1/NtQOF6FK5H6W1APQrXo3D9bUCamZmZmeltQB+F61G4/m1AAAAAAAAQbkCamZmZmeFtQI/C9Shc721AMzMzMzPzbUCF61G4Hv1tQB+F61G4Bm5A4XoUrkcJbkBmZmZmZuZtQClcj8L1cG1ApHA9Ctd7bUAzMzMzM4ttQFK4HoXrgW1AKVyPwvWQbUCamZmZmYltQDMzMzMzO21AKVyPwvWQbUBmZmZmZo5tQAAAAAAAmG1Aj8L1KFyHbUBmZmZmZoZtQI/C9Shcb21AFK5H4XqUbUAfhetRuH5tQDMzMzMze21Aj8L1KFx3bUAUrkfhepRtQLgehetRkG1AuB6F61GQbUAzMzMzMwtuQDMzMzMz+21AFK5H4XpkbUDNzMzMzARuQOF6FK5H8W1AhetRuB7tbUA9CtejcAVuQBSuR+F6/G1AcT0K16PobUCkcD0K1/NtQMP1KFyPem1ApHA9CteTbUBxPQrXo5htQMP1KFyPim1ASOF6FK4nbkDD9ShcjwJuQHsUrkfh2m1AcT0K16MAbkApXI/C9RBuQFyPwvUo9G1AhetRuB71bUAAAAAAAABuQFK4HoXrIW5ApHA9CtcDbkDXo3A9Ch9uQBSuR+F6BG5ASOF6FK7nbUD2KFyPwvVtQFK4HoXr+W1AXI/C9Sj8bUCF61G4Hu1tQD0K16Nw7W1ArkfhehT2bUA9CtejcB1uQClcj8L1EG5AZmZmZmYGbkCPwvUoXAduQOF6FK5H8W1AuB6F61HobUDNzMzMzPRtQOF6FK5HAW5AUrgehevpbUA9CtejcO1tQAAAAAAA8G1AmpmZmZk5bkBI4XoUru9tQAAAAAAAAG5AXI/C9SjkbUB7FK5H4dptQClcj8L1GG5ASOF6FK7/bUB7FK5H4SJuQPYoXI/C/W1AXI/C9SjsbUApXI/C9fBtQMP1KFyP2m1ACtejcD3ibUAfhetRuO5tQBSuR+F65G1AcT0K16MAbkAzMzMzM+ttQHsUrkfhgm1AZmZmZmaWbUAUrkfheoxtQDMzMzMzk21AhetRuB6NbUAzMzMzM+NtQHsUrkfh6m1AXI/C9Sj8bUCuR+F6FOZtQDMzMzMz621ASOF6FK4fbkDD9Shcj/JtQAAAAAAAIG5AhetRuB5tbUDXo3A9CndtQOxRuB6FK21AcT0K16OAbUBSuB6F65FtQJqZmZmZWW1AhetRuB4VbUCuR+F6FG5tQB+F61G4bm1A4XoUrkdxbUBI4XoUrmdtQOF6FK5HcW1A4XoUrkcxbUCF61G4HkVtQMP1KFyPcm1ASOF6FK5/bUCuR+F6FI5tQGZmZmZmPm1ApHA9CtcrbkAzMzMzM9ttQArXo3A94m1AmpmZmZnhbUA9CtejcO1tQHsUrkfhkm1AMzMzMzN7bUDNzMzMzDxtQPYoXI/CXW1AH4XrUbh2bUA9CtejcA1tQJqZmZmZWW1AuB6F61E4bUAK16NwPYptQPYoXI/CjW1AXI/C9ShMbUDD9Shcj0JtQK5H4XoUZm1ASOF6FK5/bUA9CtejcH1tQHsUrkfhWm1AexSuR+FybUDNzMzMzGxtQAAAAAAAkG1AUrgeheuBbUAUrkfhevRsQIXrUbgedW1ASOF6FK5fbUDhehSuR+FtQIXrUbgehW1AcT0K16OQbUD2KFyPwpVtQM3MzMzMfG1AhetRuB79bUCF61G4HuVtQMP1KFyP0mxAj8L1KFznbUD2KFyPwpVtQB+F61G43mxAexSuR+EibkBxPQrXo4htQIXrUbge7W1Aj8L1KFzfbUBcj8L1KCRuQOxRuB6F621A16NwPQp/bUApXI/C9VhtQBSuR+F6hG1APQrXo3DtbEBI4XoUrndtQClcj8L1eG1AAAAAAABYbUBcj8L1KHxtQKRwPQrXg21AuB6F61F4bUA9CtejcHVtQOF6FK5HiW1AKVyPwvVQbUCamZmZmQFuQKRwPQrXg21AUrgehevJbED2KFyPwuVtQGZmZmZm9m1AuB6F61F4bUA9CtejcE1tQHsUrkfhcm1A7FG4HoVjbUCamZmZmYltQFK4HoXrcW1AZmZmZmZ2bUCamZmZmWltQPYoXI/CdW1AcT0K16NwbUDhehSuR4ltQFyPwvUoPG1AZmZmZmZGbUDsUbgehYttQI/C9ShcV21A16NwPQqHbUBSuB6F65ltQB+F61G4Xm1AAAAAAADobUAK16NwPWJtQLgehetRSG1AKVyPwvVYbUAfhetRuH5tQLgehetRiG1AFK5H4XqMbUAUrkfhepRtQPYoXI/ChW1APQrXo3CFbUCF61G4Hn1tQGZmZmZmlm1A16NwPQp3bUCuR+F6FH5tQM3MzMzMXG1ApHA9CtfrbUB7FK5H4QJuQBSuR+F6DG5AH4XrUbjmbUDXo3A9CgduQBSuR+F6/G1AZmZmZmbubUDsUbgeheNtQFyPwvUo5G1AmpmZmZnxbUAfhetRuEZtQIXrUbgehW1A9ihcj8JVbUDXo3A9CodtQBSuR+F6lG1AZmZmZmZubUCamZmZmZltQGZmZmZmlm1ArkfhehSObUCkcD0K14ttQFyPwvUohG1APQrXo3BlbUBSuB6F62FtQHsUrkfhcm1Aw/UoXI/qbUA9CtejcAVuQFK4HoXr8W1AmpmZmZkJbkBSuB6F6+ltQOF6FK5H8W1APQrXo3DtbUCkcD0K1+ttQMP1KFyPGm5A7FG4HoWDbUCkcD0K12tuQM3MzMzMJG5AUrgehevxbUC4HoXrUfBtQPYoXI/C/W1Aj8L1KFznbUBmZmZmZu5tQOF6FK5HIW5A4XoUrkcxbkCF61G4Ht1tQMP1KFyPCm5A4XoUrkf5bUApXI/C9ZhtQI/C9Shcf21ApHA9CtdTbUCuR+F6FJZtQIXrUbgejW1A4XoUrkeBbUCamZmZmRFuQEjhehSuf21AXI/C9Sg8bkDhehSuRxFuQHsUrkfh8m1AzczMzMzsbUCF61G4HuVtQFK4HoXr6W1AuB6F61EAbkDhehSuR/ltQFyPwvUo9G1AMzMzMzPrbUCkcD0K1+ttQEjhehSu/21AFK5H4XoMbkC4HoXrUQBuQClcj8L1WG1AAAAAAABobUBSuB6F65FtQHE9CtejeG1AMzMzMzOTbUD2KFyPwl1tQIXrUbgedW1AKVyPwvWAbUBSuB6F64ltQJqZmZmZEW5A",
-          "dtype": "f8"
-         }
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "bgcolor": "rgba(255,255,255,0.8)",
-          "borderpad": 3,
-          "font": {
-           "color": "gray",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "Process limits vary by subgroup size (n)",
-          "x": 0.02,
-          "xref": "paper",
-          "y": 0.98,
-          "yref": "paper"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "CL = 237.8",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "paper",
-          "y": 1.04,
-          "yanchor": "bottom",
-          "yref": "paper"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 400,
-        "hovermode": "x unified",
-        "margin": {
-         "b": 80
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 237.83,
-          "y1": 237.83
-         }
-        ],
-        "showlegend": false,
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "X̄ Chart of R3 (Interaction) Recentered"
-        },
-        "width": 1000,
-        "xaxis": {
-         "automargin": true,
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Subgroup"
-         },
-         "type": "category"
-        },
-        "yaxis": {
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Sample Average"
-         },
-         "zeroline": false
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds3_val.execute(\n",
-    "    chart='Xbar',\n",
-    "    by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2, pb.cols.PRODUCTION_TIME],\n",
-    "    value='R3',\n",
-    "    recentered=True\n",
-    ").plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Production Time Main Effects — PT RSG Sample Standard Deviations (Slide 23)\n",
-    "\n",
-    "Bishop's reference: **CL = 0.71**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:03.992509Z",
-     "iopub.status.busy": "2026-08-31T22:38:03.992441Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.013085Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.012827Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.0
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "S",
-         "opacity": 1.0,
-         "type": "scatter",
-         "x": [
-          "1_1_1",
-          "1_1_2",
-          "1_1_3",
-          "1_1_4",
-          "1_1_5",
-          "1_1_6",
-          "1_1_7",
-          "1_1_8",
-          "1_1_9",
-          "1_1_10",
-          "1_1_11",
-          "1_1_12",
-          "1_1_13",
-          "1_1_14",
-          "1_1_15",
-          "1_1_16",
-          "1_1_17",
-          "1_1_18",
-          "1_1_19",
-          "1_1_20",
-          "1_1_21",
-          "1_1_22",
-          "1_1_23",
-          "1_1_24",
-          "1_1_25",
-          "1_1_26",
-          "1_1_27",
-          "1_1_28",
-          "1_1_29",
-          "1_1_30",
-          "1_1_31",
-          "1_1_32",
-          "1_1_33",
-          "1_1_34",
-          "1_1_35",
-          "1_1_36",
-          "1_1_37",
-          "1_1_38",
-          "1_1_39",
-          "1_1_40",
-          "1_1_41",
-          "1_1_42",
-          "1_1_43",
-          "1_1_44",
-          "1_1_45",
-          "1_1_46",
-          "1_1_47",
-          "1_1_48",
-          "1_1_49",
-          "1_1_50",
-          "1_1_51",
-          "1_1_52",
-          "1_1_53",
-          "1_1_54",
-          "1_1_55",
-          "1_1_56",
-          "1_1_57",
-          "1_1_58",
-          "1_1_59",
-          "1_1_60",
-          "1_1_61",
-          "1_1_62",
-          "1_1_63",
-          "1_1_64",
-          "1_1_65",
-          "1_1_66",
-          "1_1_67",
-          "1_1_68",
-          "1_1_69",
-          "1_1_70",
-          "1_1_71",
-          "1_1_72",
-          "1_1_73",
-          "1_1_74",
-          "1_1_75",
-          "1_1_76",
-          "1_1_77",
-          "1_1_78",
-          "1_1_79",
-          "1_1_80",
-          "1_1_81",
-          "1_1_82",
-          "1_1_83",
-          "1_1_84",
-          "1_1_85",
-          "1_1_86",
-          "1_1_87",
-          "1_1_88",
-          "1_1_89",
-          "1_1_90",
-          "1_1_91",
-          "1_1_92",
-          "1_1_93",
-          "1_1_94",
-          "1_1_95",
-          "1_1_96",
-          "1_1_97",
-          "1_1_98",
-          "1_1_99",
-          "1_1_100",
-          "1_2_1",
-          "1_2_2",
-          "1_2_3",
-          "1_2_4",
-          "1_2_5",
-          "1_2_6",
-          "1_2_7",
-          "1_2_8",
-          "1_2_9",
-          "1_2_10",
-          "1_2_11",
-          "1_2_12",
-          "1_2_13",
-          "1_2_14",
-          "1_2_15",
-          "1_2_16",
-          "1_2_17",
-          "1_2_18",
-          "1_2_19",
-          "1_2_20",
-          "1_2_21",
-          "1_2_22",
-          "1_2_23",
-          "1_2_24",
-          "1_2_25",
-          "1_2_26",
-          "1_2_27",
-          "1_2_28",
-          "1_2_29",
-          "1_2_32",
-          "1_2_33",
-          "1_2_34",
-          "1_2_35",
-          "1_2_36",
-          "1_2_37",
-          "1_2_38",
-          "1_2_39",
-          "1_2_40",
-          "1_2_41",
-          "1_2_42",
-          "1_2_43",
-          "1_2_44",
-          "1_2_45",
-          "1_2_46",
-          "1_2_47",
-          "1_2_48",
-          "1_2_49",
-          "1_2_50",
-          "1_2_51",
-          "1_2_52",
-          "1_2_53",
-          "1_2_54",
-          "1_2_55",
-          "1_2_56",
-          "1_2_57",
-          "1_2_58",
-          "1_2_59",
-          "1_2_60",
-          "1_2_61",
-          "1_2_62",
-          "1_2_63",
-          "1_2_64",
-          "1_2_65",
-          "1_2_66",
-          "1_2_67",
-          "1_2_68",
-          "1_2_69",
-          "1_2_70",
-          "1_2_71",
-          "1_2_72",
-          "1_2_73",
-          "1_2_74",
-          "1_2_75",
-          "1_2_76",
-          "1_2_77",
-          "1_2_78",
-          "1_2_79",
-          "1_2_80",
-          "1_2_81",
-          "1_2_83",
-          "1_2_84",
-          "1_2_85",
-          "1_2_86",
-          "1_2_87",
-          "1_2_88",
-          "1_2_89",
-          "1_2_90",
-          "1_2_91",
-          "1_2_92",
-          "1_2_93",
-          "1_2_94",
-          "1_2_95",
-          "1_2_96",
-          "1_2_97",
-          "1_2_98",
-          "1_2_99",
-          "1_2_100",
-          "2_1_1",
-          "2_1_2",
-          "2_1_3",
-          "2_1_4",
-          "2_1_5",
-          "2_1_6",
-          "2_1_7",
-          "2_1_8",
-          "2_1_9",
-          "2_1_10",
-          "2_1_11",
-          "2_1_12",
-          "2_1_13",
-          "2_1_14",
-          "2_1_15",
-          "2_1_16",
-          "2_1_17",
-          "2_1_18",
-          "2_1_19",
-          "2_1_20",
-          "2_1_21",
-          "2_1_22",
-          "2_1_23",
-          "2_1_24",
-          "2_1_25",
-          "2_1_26",
-          "2_1_27",
-          "2_1_28",
-          "2_1_29",
-          "2_1_30",
-          "2_1_31",
-          "2_1_32",
-          "2_1_33",
-          "2_1_34",
-          "2_1_35",
-          "2_1_36",
-          "2_1_37",
-          "2_1_38",
-          "2_1_39",
-          "2_1_40",
-          "2_1_41",
-          "2_1_42",
-          "2_1_43",
-          "2_1_44",
-          "2_1_45",
-          "2_1_46",
-          "2_1_47",
-          "2_1_48",
-          "2_1_49",
-          "2_1_50",
-          "2_1_51",
-          "2_1_52",
-          "2_1_53",
-          "2_1_54",
-          "2_1_55",
-          "2_1_56",
-          "2_1_57",
-          "2_1_58",
-          "2_1_59",
-          "2_1_60",
-          "2_1_61",
-          "2_1_62",
-          "2_1_63",
-          "2_1_64",
-          "2_1_65",
-          "2_1_66",
-          "2_1_67",
-          "2_1_68",
-          "2_1_69",
-          "2_1_70",
-          "2_1_71",
-          "2_1_72",
-          "2_1_73",
-          "2_1_74",
-          "2_1_75",
-          "2_1_76",
-          "2_1_77",
-          "2_1_78",
-          "2_1_79",
-          "2_1_80",
-          "2_1_81",
-          "2_1_82",
-          "2_1_83",
-          "2_1_84",
-          "2_1_85",
-          "2_1_86",
-          "2_1_87",
-          "2_1_88",
-          "2_1_89",
-          "2_1_90",
-          "2_1_91",
-          "2_1_92",
-          "2_1_93",
-          "2_1_94",
-          "2_1_95",
-          "2_1_96",
-          "2_1_97",
-          "2_1_98",
-          "2_1_99",
-          "2_1_100",
-          "2_2_1",
-          "2_2_2",
-          "2_2_3",
-          "2_2_4",
-          "2_2_5",
-          "2_2_6",
-          "2_2_7",
-          "2_2_8",
-          "2_2_9",
-          "2_2_10",
-          "2_2_11",
-          "2_2_12",
-          "2_2_13",
-          "2_2_14",
-          "2_2_15",
-          "2_2_16",
-          "2_2_17",
-          "2_2_18",
-          "2_2_19",
-          "2_2_20",
-          "2_2_21",
-          "2_2_22",
-          "2_2_23",
-          "2_2_25",
-          "2_2_26",
-          "2_2_27",
-          "2_2_28",
-          "2_2_29",
-          "2_2_30",
-          "2_2_31",
-          "2_2_32",
-          "2_2_33",
-          "2_2_34",
-          "2_2_35",
-          "2_2_36",
-          "2_2_37",
-          "2_2_38",
-          "2_2_39",
-          "2_2_40",
-          "2_2_41",
-          "2_2_42",
-          "2_2_43",
-          "2_2_44",
-          "2_2_45",
-          "2_2_46",
-          "2_2_47",
-          "2_2_48",
-          "2_2_49",
-          "2_2_50",
-          "2_2_51",
-          "2_2_52",
-          "2_2_53",
-          "2_2_54",
-          "2_2_55",
-          "2_2_56",
-          "2_2_57",
-          "2_2_58",
-          "2_2_59",
-          "2_2_60",
-          "2_2_61",
-          "2_2_62",
-          "2_2_63",
-          "2_2_64",
-          "2_2_65",
-          "2_2_66",
-          "2_2_67",
-          "2_2_68",
-          "2_2_69",
-          "2_2_70",
-          "2_2_71",
-          "2_2_72",
-          "2_2_73",
-          "2_2_75",
-          "2_2_76",
-          "2_2_77",
-          "2_2_79",
-          "2_2_80",
-          "2_2_81",
-          "2_2_82",
-          "2_2_83",
-          "2_2_84",
-          "2_2_85",
-          "2_2_86",
-          "2_2_87",
-          "2_2_88",
-          "2_2_89",
-          "2_2_90",
-          "2_2_91",
-          "2_2_92",
-          "2_2_93",
-          "2_2_94",
-          "2_2_95",
-          "2_2_96",
-          "2_2_97",
-          "2_2_98",
-          "2_2_99",
-          "2_2_100",
-          "3_1_1",
-          "3_1_2",
-          "3_1_3",
-          "3_1_4",
-          "3_1_5",
-          "3_1_6",
-          "3_1_7",
-          "3_1_8",
-          "3_1_9",
-          "3_1_10",
-          "3_1_11",
-          "3_1_12",
-          "3_1_13",
-          "3_1_14",
-          "3_1_15",
-          "3_1_16",
-          "3_1_17",
-          "3_1_18",
-          "3_1_19",
-          "3_1_20",
-          "3_1_21",
-          "3_1_22",
-          "3_1_23",
-          "3_1_24",
-          "3_1_25",
-          "3_1_26",
-          "3_1_27",
-          "3_1_28",
-          "3_1_29",
-          "3_1_30",
-          "3_1_31",
-          "3_1_32",
-          "3_1_33",
-          "3_1_34",
-          "3_1_35",
-          "3_1_36",
-          "3_1_37",
-          "3_1_38",
-          "3_1_39",
-          "3_1_40",
-          "3_1_41",
-          "3_1_42",
-          "3_1_43",
-          "3_1_44",
-          "3_1_45",
-          "3_1_46",
-          "3_1_47",
-          "3_1_48",
-          "3_1_49",
-          "3_1_50",
-          "3_1_51",
-          "3_1_52",
-          "3_1_53",
-          "3_1_55",
-          "3_1_56",
-          "3_1_57",
-          "3_1_58",
-          "3_1_59",
-          "3_1_60",
-          "3_1_61",
-          "3_1_62",
-          "3_1_63",
-          "3_1_64",
-          "3_1_65",
-          "3_1_66",
-          "3_1_67",
-          "3_1_68",
-          "3_1_69",
-          "3_1_70",
-          "3_1_71",
-          "3_1_72",
-          "3_1_73",
-          "3_1_74",
-          "3_1_75",
-          "3_1_76",
-          "3_1_77",
-          "3_1_78",
-          "3_1_79",
-          "3_1_80",
-          "3_1_81",
-          "3_1_82",
-          "3_1_83",
-          "3_1_84",
-          "3_1_85",
-          "3_1_86",
-          "3_1_87",
-          "3_1_88",
-          "3_1_89",
-          "3_1_91",
-          "3_1_92",
-          "3_1_93",
-          "3_1_94",
-          "3_1_95",
-          "3_1_96",
-          "3_1_97",
-          "3_1_99",
-          "3_1_100",
-          "3_2_1",
-          "3_2_2",
-          "3_2_3",
-          "3_2_4",
-          "3_2_5",
-          "3_2_6",
-          "3_2_7",
-          "3_2_8",
-          "3_2_9",
-          "3_2_10",
-          "3_2_11",
-          "3_2_12",
-          "3_2_13",
-          "3_2_14",
-          "3_2_15",
-          "3_2_16",
-          "3_2_17",
-          "3_2_18",
-          "3_2_19",
-          "3_2_20",
-          "3_2_21",
-          "3_2_22",
-          "3_2_23",
-          "3_2_24",
-          "3_2_25",
-          "3_2_26",
-          "3_2_27",
-          "3_2_28",
-          "3_2_29",
-          "3_2_30",
-          "3_2_31",
-          "3_2_33",
-          "3_2_34",
-          "3_2_35",
-          "3_2_36",
-          "3_2_37",
-          "3_2_38",
-          "3_2_39",
-          "3_2_40",
-          "3_2_41",
-          "3_2_42",
-          "3_2_43",
-          "3_2_44",
-          "3_2_45",
-          "3_2_46",
-          "3_2_47",
-          "3_2_48",
-          "3_2_49",
-          "3_2_50",
-          "3_2_51",
-          "3_2_52",
-          "3_2_53",
-          "3_2_54",
-          "3_2_55",
-          "3_2_56",
-          "3_2_57",
-          "3_2_58",
-          "3_2_59",
-          "3_2_60",
-          "3_2_61",
-          "3_2_62",
-          "3_2_63",
-          "3_2_64",
-          "3_2_65",
-          "3_2_66",
-          "3_2_67",
-          "3_2_68",
-          "3_2_69",
-          "3_2_70",
-          "3_2_71",
-          "3_2_72",
-          "3_2_73",
-          "3_2_74",
-          "3_2_75",
-          "3_2_76",
-          "3_2_77",
-          "3_2_78",
-          "3_2_79",
-          "3_2_80",
-          "3_2_81",
-          "3_2_82",
-          "3_2_83",
-          "3_2_84",
-          "3_2_85",
-          "3_2_86",
-          "3_2_87",
-          "3_2_88",
-          "3_2_89",
-          "3_2_90",
-          "3_2_91",
-          "3_2_92",
-          "3_2_93",
-          "3_2_94",
-          "3_2_95",
-          "3_2_96",
-          "3_2_97",
-          "3_2_98",
-          "3_2_99",
-          "3_2_100",
-          "4_1_1",
-          "4_1_2",
-          "4_1_3",
-          "4_1_4",
-          "4_1_5",
-          "4_1_6",
-          "4_1_7",
-          "4_1_8",
-          "4_1_9",
-          "4_1_10",
-          "4_1_11",
-          "4_1_12",
-          "4_1_14",
-          "4_1_15",
-          "4_1_16",
-          "4_1_17",
-          "4_1_18",
-          "4_1_19",
-          "4_1_20",
-          "4_1_21",
-          "4_1_22",
-          "4_1_23",
-          "4_1_24",
-          "4_1_25",
-          "4_1_26",
-          "4_1_27",
-          "4_1_28",
-          "4_1_29",
-          "4_1_30",
-          "4_1_31",
-          "4_1_33",
-          "4_1_34",
-          "4_1_35",
-          "4_1_36",
-          "4_1_37",
-          "4_1_38",
-          "4_1_39",
-          "4_1_41",
-          "4_1_42",
-          "4_1_43",
-          "4_1_44",
-          "4_1_45",
-          "4_1_46",
-          "4_1_47",
-          "4_1_48",
-          "4_1_49",
-          "4_1_50",
-          "4_1_51",
-          "4_1_52",
-          "4_1_53",
-          "4_1_54",
-          "4_1_55",
-          "4_1_56",
-          "4_1_57",
-          "4_1_58",
-          "4_1_59",
-          "4_1_60",
-          "4_1_61",
-          "4_1_62",
-          "4_1_63",
-          "4_1_64",
-          "4_1_65",
-          "4_1_66",
-          "4_1_67",
-          "4_1_68",
-          "4_1_69",
-          "4_1_70",
-          "4_1_71",
-          "4_1_72",
-          "4_1_73",
-          "4_1_74",
-          "4_1_75",
-          "4_1_76",
-          "4_1_77",
-          "4_1_78",
-          "4_1_79",
-          "4_1_80",
-          "4_1_81",
-          "4_1_82",
-          "4_1_83",
-          "4_1_84",
-          "4_1_85",
-          "4_1_86",
-          "4_1_87",
-          "4_1_88",
-          "4_1_89",
-          "4_1_90",
-          "4_1_92",
-          "4_1_93",
-          "4_1_94",
-          "4_1_95",
-          "4_1_96",
-          "4_1_97",
-          "4_1_98",
-          "4_1_99",
-          "4_1_100",
-          "4_2_1",
-          "4_2_2",
-          "4_2_3",
-          "4_2_4",
-          "4_2_5",
-          "4_2_6",
-          "4_2_7",
-          "4_2_8",
-          "4_2_9",
-          "4_2_10",
-          "4_2_11",
-          "4_2_13",
-          "4_2_14",
-          "4_2_15",
-          "4_2_16",
-          "4_2_17",
-          "4_2_18",
-          "4_2_19",
-          "4_2_20",
-          "4_2_21",
-          "4_2_22",
-          "4_2_23",
-          "4_2_24",
-          "4_2_25",
-          "4_2_26",
-          "4_2_27",
-          "4_2_28",
-          "4_2_30",
-          "4_2_31",
-          "4_2_32",
-          "4_2_33",
-          "4_2_34",
-          "4_2_35",
-          "4_2_36",
-          "4_2_37",
-          "4_2_38",
-          "4_2_39",
-          "4_2_40",
-          "4_2_41",
-          "4_2_42",
-          "4_2_43",
-          "4_2_44",
-          "4_2_45",
-          "4_2_46",
-          "4_2_47",
-          "4_2_48",
-          "4_2_49",
-          "4_2_50",
-          "4_2_51",
-          "4_2_52",
-          "4_2_53",
-          "4_2_54",
-          "4_2_55",
-          "4_2_56",
-          "4_2_57",
-          "4_2_58",
-          "4_2_59",
-          "4_2_60",
-          "4_2_61",
-          "4_2_62",
-          "4_2_63",
-          "4_2_64",
-          "4_2_65",
-          "4_2_66",
-          "4_2_67",
-          "4_2_68",
-          "4_2_69",
-          "4_2_70",
-          "4_2_71",
-          "4_2_72",
-          "4_2_73",
-          "4_2_74",
-          "4_2_76",
-          "4_2_77",
-          "4_2_78",
-          "4_2_79",
-          "4_2_80",
-          "4_2_81",
-          "4_2_82",
-          "4_2_83",
-          "4_2_84",
-          "4_2_85",
-          "4_2_86",
-          "4_2_87",
-          "4_2_88",
-          "4_2_89",
-          "4_2_90",
-          "4_2_91",
-          "4_2_92",
-          "4_2_93",
-          "4_2_94",
-          "4_2_95",
-          "4_2_96",
-          "4_2_97",
-          "4_2_98",
-          "4_2_99",
-          "4_2_100"
-         ],
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         }
-        },
-        {
-         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "UPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1_1",
-          "1_1_2",
-          "1_1_2",
-          "1_1_3",
-          "1_1_3",
-          "1_1_4",
-          "1_1_4",
-          "1_1_5",
-          "1_1_5",
-          "1_1_6",
-          "1_1_6",
-          "1_1_7",
-          "1_1_7",
-          "1_1_8",
-          "1_1_8",
-          "1_1_9",
-          "1_1_9",
-          "1_1_10",
-          "1_1_10",
-          "1_1_11",
-          "1_1_11",
-          "1_1_12",
-          "1_1_12",
-          "1_1_13",
-          "1_1_13",
-          "1_1_14",
-          "1_1_14",
-          "1_1_15",
-          "1_1_15",
-          "1_1_16",
-          "1_1_16",
-          "1_1_17",
-          "1_1_17",
-          "1_1_18",
-          "1_1_18",
-          "1_1_19",
-          "1_1_19",
-          "1_1_20",
-          "1_1_20",
-          "1_1_21",
-          "1_1_21",
-          "1_1_22",
-          "1_1_22",
-          "1_1_23",
-          "1_1_23",
-          "1_1_24",
-          "1_1_24",
-          "1_1_25",
-          "1_1_25",
-          "1_1_26",
-          "1_1_26",
-          "1_1_27",
-          "1_1_27",
-          "1_1_28",
-          "1_1_28",
-          "1_1_29",
-          "1_1_29",
-          "1_1_30",
-          "1_1_30",
-          "1_1_31",
-          "1_1_31",
-          "1_1_32",
-          "1_1_32",
-          "1_1_33",
-          "1_1_33",
-          "1_1_34",
-          "1_1_34",
-          "1_1_35",
-          "1_1_35",
-          "1_1_36",
-          "1_1_36",
-          "1_1_37",
-          "1_1_37",
-          "1_1_38",
-          "1_1_38",
-          "1_1_39",
-          "1_1_39",
-          "1_1_40",
-          "1_1_40",
-          "1_1_41",
-          "1_1_41",
-          "1_1_42",
-          "1_1_42",
-          "1_1_43",
-          "1_1_43",
-          "1_1_44",
-          "1_1_44",
-          "1_1_45",
-          "1_1_45",
-          "1_1_46",
-          "1_1_46",
-          "1_1_47",
-          "1_1_47",
-          "1_1_48",
-          "1_1_48",
-          "1_1_49",
-          "1_1_49",
-          "1_1_50",
-          "1_1_50",
-          "1_1_51",
-          "1_1_51",
-          "1_1_52",
-          "1_1_52",
-          "1_1_53",
-          "1_1_53",
-          "1_1_54",
-          "1_1_54",
-          "1_1_55",
-          "1_1_55",
-          "1_1_56",
-          "1_1_56",
-          "1_1_57",
-          "1_1_57",
-          "1_1_58",
-          "1_1_58",
-          "1_1_59",
-          "1_1_59",
-          "1_1_60",
-          "1_1_60",
-          "1_1_61",
-          "1_1_61",
-          "1_1_62",
-          "1_1_62",
-          "1_1_63",
-          "1_1_63",
-          "1_1_64",
-          "1_1_64",
-          "1_1_65",
-          "1_1_65",
-          "1_1_66",
-          "1_1_66",
-          "1_1_67",
-          "1_1_67",
-          "1_1_68",
-          "1_1_68",
-          "1_1_69",
-          "1_1_69",
-          "1_1_70",
-          "1_1_70",
-          "1_1_71",
-          "1_1_71",
-          "1_1_72",
-          "1_1_72",
-          "1_1_73",
-          "1_1_73",
-          "1_1_74",
-          "1_1_74",
-          "1_1_75",
-          "1_1_75",
-          "1_1_76",
-          "1_1_76",
-          "1_1_77",
-          "1_1_77",
-          "1_1_78",
-          "1_1_78",
-          "1_1_79",
-          "1_1_79",
-          "1_1_80",
-          "1_1_80",
-          "1_1_81",
-          "1_1_81",
-          "1_1_82",
-          "1_1_82",
-          "1_1_83",
-          "1_1_83",
-          "1_1_84",
-          "1_1_84",
-          "1_1_85",
-          "1_1_85",
-          "1_1_86",
-          "1_1_86",
-          "1_1_87",
-          "1_1_87",
-          "1_1_88",
-          "1_1_88",
-          "1_1_89",
-          "1_1_89",
-          "1_1_90",
-          "1_1_90",
-          "1_1_91",
-          "1_1_91",
-          "1_1_92",
-          "1_1_92",
-          "1_1_93",
-          "1_1_93",
-          "1_1_94",
-          "1_1_94",
-          "1_1_95",
-          "1_1_95",
-          "1_1_96",
-          "1_1_96",
-          "1_1_97",
-          "1_1_97",
-          "1_1_98",
-          "1_1_98",
-          "1_1_99",
-          "1_1_99",
-          "1_1_100",
-          "1_1_100",
-          "1_2_1",
-          "1_2_1",
-          "1_2_2",
-          "1_2_2",
-          "1_2_3",
-          "1_2_3",
-          "1_2_4",
-          "1_2_4",
-          "1_2_5",
-          "1_2_5",
-          "1_2_6",
-          "1_2_6",
-          "1_2_7",
-          "1_2_7",
-          "1_2_8",
-          "1_2_8",
-          "1_2_9",
-          "1_2_9",
-          "1_2_10",
-          "1_2_10",
-          "1_2_11",
-          "1_2_11",
-          "1_2_12",
-          "1_2_12",
-          "1_2_13",
-          "1_2_13",
-          "1_2_14",
-          "1_2_14",
-          "1_2_15",
-          "1_2_15",
-          "1_2_16",
-          "1_2_16",
-          "1_2_17",
-          "1_2_17",
-          "1_2_18",
-          "1_2_18",
-          "1_2_19",
-          "1_2_19",
-          "1_2_20",
-          "1_2_20",
-          "1_2_21",
-          "1_2_21",
-          "1_2_22",
-          "1_2_22",
-          "1_2_23",
-          "1_2_23",
-          "1_2_24",
-          "1_2_24",
-          "1_2_25",
-          "1_2_25",
-          "1_2_26",
-          "1_2_26",
-          "1_2_27",
-          "1_2_27",
-          "1_2_28",
-          "1_2_28",
-          "1_2_29",
-          "1_2_29",
-          "1_2_32",
-          "1_2_32",
-          "1_2_33",
-          "1_2_33",
-          "1_2_34",
-          "1_2_34",
-          "1_2_35",
-          "1_2_35",
-          "1_2_36",
-          "1_2_36",
-          "1_2_37",
-          "1_2_37",
-          "1_2_38",
-          "1_2_38",
-          "1_2_39",
-          "1_2_39",
-          "1_2_40",
-          "1_2_40",
-          "1_2_41",
-          "1_2_41",
-          "1_2_42",
-          "1_2_42",
-          "1_2_43",
-          "1_2_43",
-          "1_2_44",
-          "1_2_44",
-          "1_2_45",
-          "1_2_45",
-          "1_2_46",
-          "1_2_46",
-          "1_2_47",
-          "1_2_47",
-          "1_2_48",
-          "1_2_48",
-          "1_2_49",
-          "1_2_49",
-          "1_2_50",
-          "1_2_50",
-          "1_2_51",
-          "1_2_51",
-          "1_2_52",
-          "1_2_52",
-          "1_2_53",
-          "1_2_53",
-          "1_2_54",
-          "1_2_54",
-          "1_2_55",
-          "1_2_55",
-          "1_2_56",
-          "1_2_56",
-          "1_2_57",
-          "1_2_57",
-          "1_2_58",
-          "1_2_58",
-          "1_2_59",
-          "1_2_59",
-          "1_2_60",
-          "1_2_60",
-          "1_2_61",
-          "1_2_61",
-          "1_2_62",
-          "1_2_62",
-          "1_2_63",
-          "1_2_63",
-          "1_2_64",
-          "1_2_64",
-          "1_2_65",
-          "1_2_65",
-          "1_2_66",
-          "1_2_66",
-          "1_2_67",
-          "1_2_67",
-          "1_2_68",
-          "1_2_68",
-          "1_2_69",
-          "1_2_69",
-          "1_2_70",
-          "1_2_70",
-          "1_2_71",
-          "1_2_71",
-          "1_2_72",
-          "1_2_72",
-          "1_2_73",
-          "1_2_73",
-          "1_2_74",
-          "1_2_74",
-          "1_2_75",
-          "1_2_75",
-          "1_2_76",
-          "1_2_76",
-          "1_2_77",
-          "1_2_77",
-          "1_2_78",
-          "1_2_78",
-          "1_2_79",
-          "1_2_79",
-          "1_2_80",
-          "1_2_80",
-          "1_2_81",
-          "1_2_81",
-          "1_2_83",
-          "1_2_83",
-          "1_2_84",
-          "1_2_84",
-          "1_2_85",
-          "1_2_85",
-          "1_2_86",
-          "1_2_86",
-          "1_2_87",
-          "1_2_87",
-          "1_2_88",
-          "1_2_88",
-          "1_2_89",
-          "1_2_89",
-          "1_2_90",
-          "1_2_90",
-          "1_2_91",
-          "1_2_91",
-          "1_2_92",
-          "1_2_92",
-          "1_2_93",
-          "1_2_93",
-          "1_2_94",
-          "1_2_94",
-          "1_2_95",
-          "1_2_95",
-          "1_2_96",
-          "1_2_96",
-          "1_2_97",
-          "1_2_97",
-          "1_2_98",
-          "1_2_98",
-          "1_2_99",
-          "1_2_99",
-          "1_2_100",
-          "1_2_100",
-          "2_1_1",
-          "2_1_1",
-          "2_1_2",
-          "2_1_2",
-          "2_1_3",
-          "2_1_3",
-          "2_1_4",
-          "2_1_4",
-          "2_1_5",
-          "2_1_5",
-          "2_1_6",
-          "2_1_6",
-          "2_1_7",
-          "2_1_7",
-          "2_1_8",
-          "2_1_8",
-          "2_1_9",
-          "2_1_9",
-          "2_1_10",
-          "2_1_10",
-          "2_1_11",
-          "2_1_11",
-          "2_1_12",
-          "2_1_12",
-          "2_1_13",
-          "2_1_13",
-          "2_1_14",
-          "2_1_14",
-          "2_1_15",
-          "2_1_15",
-          "2_1_16",
-          "2_1_16",
-          "2_1_17",
-          "2_1_17",
-          "2_1_18",
-          "2_1_18",
-          "2_1_19",
-          "2_1_19",
-          "2_1_20",
-          "2_1_20",
-          "2_1_21",
-          "2_1_21",
-          "2_1_22",
-          "2_1_22",
-          "2_1_23",
-          "2_1_23",
-          "2_1_24",
-          "2_1_24",
-          "2_1_25",
-          "2_1_25",
-          "2_1_26",
-          "2_1_26",
-          "2_1_27",
-          "2_1_27",
-          "2_1_28",
-          "2_1_28",
-          "2_1_29",
-          "2_1_29",
-          "2_1_30",
-          "2_1_30",
-          "2_1_31",
-          "2_1_31",
-          "2_1_32",
-          "2_1_32",
-          "2_1_33",
-          "2_1_33",
-          "2_1_34",
-          "2_1_34",
-          "2_1_35",
-          "2_1_35",
-          "2_1_36",
-          "2_1_36",
-          "2_1_37",
-          "2_1_37",
-          "2_1_38",
-          "2_1_38",
-          "2_1_39",
-          "2_1_39",
-          "2_1_40",
-          "2_1_40",
-          "2_1_41",
-          "2_1_41",
-          "2_1_42",
-          "2_1_42",
-          "2_1_43",
-          "2_1_43",
-          "2_1_44",
-          "2_1_44",
-          "2_1_45",
-          "2_1_45",
-          "2_1_46",
-          "2_1_46",
-          "2_1_47",
-          "2_1_47",
-          "2_1_48",
-          "2_1_48",
-          "2_1_49",
-          "2_1_49",
-          "2_1_50",
-          "2_1_50",
-          "2_1_51",
-          "2_1_51",
-          "2_1_52",
-          "2_1_52",
-          "2_1_53",
-          "2_1_53",
-          "2_1_54",
-          "2_1_54",
-          "2_1_55",
-          "2_1_55",
-          "2_1_56",
-          "2_1_56",
-          "2_1_57",
-          "2_1_57",
-          "2_1_58",
-          "2_1_58",
-          "2_1_59",
-          "2_1_59",
-          "2_1_60",
-          "2_1_60",
-          "2_1_61",
-          "2_1_61",
-          "2_1_62",
-          "2_1_62",
-          "2_1_63",
-          "2_1_63",
-          "2_1_64",
-          "2_1_64",
-          "2_1_65",
-          "2_1_65",
-          "2_1_66",
-          "2_1_66",
-          "2_1_67",
-          "2_1_67",
-          "2_1_68",
-          "2_1_68",
-          "2_1_69",
-          "2_1_69",
-          "2_1_70",
-          "2_1_70",
-          "2_1_71",
-          "2_1_71",
-          "2_1_72",
-          "2_1_72",
-          "2_1_73",
-          "2_1_73",
-          "2_1_74",
-          "2_1_74",
-          "2_1_75",
-          "2_1_75",
-          "2_1_76",
-          "2_1_76",
-          "2_1_77",
-          "2_1_77",
-          "2_1_78",
-          "2_1_78",
-          "2_1_79",
-          "2_1_79",
-          "2_1_80",
-          "2_1_80",
-          "2_1_81",
-          "2_1_81",
-          "2_1_82",
-          "2_1_82",
-          "2_1_83",
-          "2_1_83",
-          "2_1_84",
-          "2_1_84",
-          "2_1_85",
-          "2_1_85",
-          "2_1_86",
-          "2_1_86",
-          "2_1_87",
-          "2_1_87",
-          "2_1_88",
-          "2_1_88",
-          "2_1_89",
-          "2_1_89",
-          "2_1_90",
-          "2_1_90",
-          "2_1_91",
-          "2_1_91",
-          "2_1_92",
-          "2_1_92",
-          "2_1_93",
-          "2_1_93",
-          "2_1_94",
-          "2_1_94",
-          "2_1_95",
-          "2_1_95",
-          "2_1_96",
-          "2_1_96",
-          "2_1_97",
-          "2_1_97",
-          "2_1_98",
-          "2_1_98",
-          "2_1_99",
-          "2_1_99",
-          "2_1_100",
-          "2_1_100",
-          "2_2_1",
-          "2_2_1",
-          "2_2_2",
-          "2_2_2",
-          "2_2_3",
-          "2_2_3",
-          "2_2_4",
-          "2_2_4",
-          "2_2_5",
-          "2_2_5",
-          "2_2_6",
-          "2_2_6",
-          "2_2_7",
-          "2_2_7",
-          "2_2_8",
-          "2_2_8",
-          "2_2_9",
-          "2_2_9",
-          "2_2_10",
-          "2_2_10",
-          "2_2_11",
-          "2_2_11",
-          "2_2_12",
-          "2_2_12",
-          "2_2_13",
-          "2_2_13",
-          "2_2_14",
-          "2_2_14",
-          "2_2_15",
-          "2_2_15",
-          "2_2_16",
-          "2_2_16",
-          "2_2_17",
-          "2_2_17",
-          "2_2_18",
-          "2_2_18",
-          "2_2_19",
-          "2_2_19",
-          "2_2_20",
-          "2_2_20",
-          "2_2_21",
-          "2_2_21",
-          "2_2_22",
-          "2_2_22",
-          "2_2_23",
-          "2_2_23",
-          "2_2_25",
-          "2_2_25",
-          "2_2_26",
-          "2_2_26",
-          "2_2_27",
-          "2_2_27",
-          "2_2_28",
-          "2_2_28",
-          "2_2_29",
-          "2_2_29",
-          "2_2_30",
-          "2_2_30",
-          "2_2_31",
-          "2_2_31",
-          "2_2_32",
-          "2_2_32",
-          "2_2_33",
-          "2_2_33",
-          "2_2_34",
-          "2_2_34",
-          "2_2_35",
-          "2_2_35",
-          "2_2_36",
-          "2_2_36",
-          "2_2_37",
-          "2_2_37",
-          "2_2_38",
-          "2_2_38",
-          "2_2_39",
-          "2_2_39",
-          "2_2_40",
-          "2_2_40",
-          "2_2_41",
-          "2_2_41",
-          "2_2_42",
-          "2_2_42",
-          "2_2_43",
-          "2_2_43",
-          "2_2_44",
-          "2_2_44",
-          "2_2_45",
-          "2_2_45",
-          "2_2_46",
-          "2_2_46",
-          "2_2_47",
-          "2_2_47",
-          "2_2_48",
-          "2_2_48",
-          "2_2_49",
-          "2_2_49",
-          "2_2_50",
-          "2_2_50",
-          "2_2_51",
-          "2_2_51",
-          "2_2_52",
-          "2_2_52",
-          "2_2_53",
-          "2_2_53",
-          "2_2_54",
-          "2_2_54",
-          "2_2_55",
-          "2_2_55",
-          "2_2_56",
-          "2_2_56",
-          "2_2_57",
-          "2_2_57",
-          "2_2_58",
-          "2_2_58",
-          "2_2_59",
-          "2_2_59",
-          "2_2_60",
-          "2_2_60",
-          "2_2_61",
-          "2_2_61",
-          "2_2_62",
-          "2_2_62",
-          "2_2_63",
-          "2_2_63",
-          "2_2_64",
-          "2_2_64",
-          "2_2_65",
-          "2_2_65",
-          "2_2_66",
-          "2_2_66",
-          "2_2_67",
-          "2_2_67",
-          "2_2_68",
-          "2_2_68",
-          "2_2_69",
-          "2_2_69",
-          "2_2_70",
-          "2_2_70",
-          "2_2_71",
-          "2_2_71",
-          "2_2_72",
-          "2_2_72",
-          "2_2_73",
-          "2_2_73",
-          "2_2_75",
-          "2_2_75",
-          "2_2_76",
-          "2_2_76",
-          "2_2_77",
-          "2_2_77",
-          "2_2_79",
-          "2_2_79",
-          "2_2_80",
-          "2_2_80",
-          "2_2_81",
-          "2_2_81",
-          "2_2_82",
-          "2_2_82",
-          "2_2_83",
-          "2_2_83",
-          "2_2_84",
-          "2_2_84",
-          "2_2_85",
-          "2_2_85",
-          "2_2_86",
-          "2_2_86",
-          "2_2_87",
-          "2_2_87",
-          "2_2_88",
-          "2_2_88",
-          "2_2_89",
-          "2_2_89",
-          "2_2_90",
-          "2_2_90",
-          "2_2_91",
-          "2_2_91",
-          "2_2_92",
-          "2_2_92",
-          "2_2_93",
-          "2_2_93",
-          "2_2_94",
-          "2_2_94",
-          "2_2_95",
-          "2_2_95",
-          "2_2_96",
-          "2_2_96",
-          "2_2_97",
-          "2_2_97",
-          "2_2_98",
-          "2_2_98",
-          "2_2_99",
-          "2_2_99",
-          "2_2_100",
-          "2_2_100",
-          "3_1_1",
-          "3_1_1",
-          "3_1_2",
-          "3_1_2",
-          "3_1_3",
-          "3_1_3",
-          "3_1_4",
-          "3_1_4",
-          "3_1_5",
-          "3_1_5",
-          "3_1_6",
-          "3_1_6",
-          "3_1_7",
-          "3_1_7",
-          "3_1_8",
-          "3_1_8",
-          "3_1_9",
-          "3_1_9",
-          "3_1_10",
-          "3_1_10",
-          "3_1_11",
-          "3_1_11",
-          "3_1_12",
-          "3_1_12",
-          "3_1_13",
-          "3_1_13",
-          "3_1_14",
-          "3_1_14",
-          "3_1_15",
-          "3_1_15",
-          "3_1_16",
-          "3_1_16",
-          "3_1_17",
-          "3_1_17",
-          "3_1_18",
-          "3_1_18",
-          "3_1_19",
-          "3_1_19",
-          "3_1_20",
-          "3_1_20",
-          "3_1_21",
-          "3_1_21",
-          "3_1_22",
-          "3_1_22",
-          "3_1_23",
-          "3_1_23",
-          "3_1_24",
-          "3_1_24",
-          "3_1_25",
-          "3_1_25",
-          "3_1_26",
-          "3_1_26",
-          "3_1_27",
-          "3_1_27",
-          "3_1_28",
-          "3_1_28",
-          "3_1_29",
-          "3_1_29",
-          "3_1_30",
-          "3_1_30",
-          "3_1_31",
-          "3_1_31",
-          "3_1_32",
-          "3_1_32",
-          "3_1_33",
-          "3_1_33",
-          "3_1_34",
-          "3_1_34",
-          "3_1_35",
-          "3_1_35",
-          "3_1_36",
-          "3_1_36",
-          "3_1_37",
-          "3_1_37",
-          "3_1_38",
-          "3_1_38",
-          "3_1_39",
-          "3_1_39",
-          "3_1_40",
-          "3_1_40",
-          "3_1_41",
-          "3_1_41",
-          "3_1_42",
-          "3_1_42",
-          "3_1_43",
-          "3_1_43",
-          "3_1_44",
-          "3_1_44",
-          "3_1_45",
-          "3_1_45",
-          "3_1_46",
-          "3_1_46",
-          "3_1_47",
-          "3_1_47",
-          "3_1_48",
-          "3_1_48",
-          "3_1_49",
-          "3_1_49",
-          "3_1_50",
-          "3_1_50",
-          "3_1_51",
-          "3_1_51",
-          "3_1_52",
-          "3_1_52",
-          "3_1_53",
-          "3_1_53",
-          "3_1_55",
-          "3_1_55",
-          "3_1_56",
-          "3_1_56",
-          "3_1_57",
-          "3_1_57",
-          "3_1_58",
-          "3_1_58",
-          "3_1_59",
-          "3_1_59",
-          "3_1_60",
-          "3_1_60",
-          "3_1_61",
-          "3_1_61",
-          "3_1_62",
-          "3_1_62",
-          "3_1_63",
-          "3_1_63",
-          "3_1_64",
-          "3_1_64",
-          "3_1_65",
-          "3_1_65",
-          "3_1_66",
-          "3_1_66",
-          "3_1_67",
-          "3_1_67",
-          "3_1_68",
-          "3_1_68",
-          "3_1_69",
-          "3_1_69",
-          "3_1_70",
-          "3_1_70",
-          "3_1_71",
-          "3_1_71",
-          "3_1_72",
-          "3_1_72",
-          "3_1_73",
-          "3_1_73",
-          "3_1_74",
-          "3_1_74",
-          "3_1_75",
-          "3_1_75",
-          "3_1_76",
-          "3_1_76",
-          "3_1_77",
-          "3_1_77",
-          "3_1_78",
-          "3_1_78",
-          "3_1_79",
-          "3_1_79",
-          "3_1_80",
-          "3_1_80",
-          "3_1_81",
-          "3_1_81",
-          "3_1_82",
-          "3_1_82",
-          "3_1_83",
-          "3_1_83",
-          "3_1_84",
-          "3_1_84",
-          "3_1_85",
-          "3_1_85",
-          "3_1_86",
-          "3_1_86",
-          "3_1_87",
-          "3_1_87",
-          "3_1_88",
-          "3_1_88",
-          "3_1_89",
-          "3_1_89",
-          "3_1_91",
-          "3_1_91",
-          "3_1_92",
-          "3_1_92",
-          "3_1_93",
-          "3_1_93",
-          "3_1_94",
-          "3_1_94",
-          "3_1_95",
-          "3_1_95",
-          "3_1_96",
-          "3_1_96",
-          "3_1_97",
-          "3_1_97",
-          "3_1_99",
-          "3_1_99",
-          "3_1_100",
-          "3_1_100",
-          "3_2_1",
-          "3_2_1",
-          "3_2_2",
-          "3_2_2",
-          "3_2_3",
-          "3_2_3",
-          "3_2_4",
-          "3_2_4",
-          "3_2_5",
-          "3_2_5",
-          "3_2_6",
-          "3_2_6",
-          "3_2_7",
-          "3_2_7",
-          "3_2_8",
-          "3_2_8",
-          "3_2_9",
-          "3_2_9",
-          "3_2_10",
-          "3_2_10",
-          "3_2_11",
-          "3_2_11",
-          "3_2_12",
-          "3_2_12",
-          "3_2_13",
-          "3_2_13",
-          "3_2_14",
-          "3_2_14",
-          "3_2_15",
-          "3_2_15",
-          "3_2_16",
-          "3_2_16",
-          "3_2_17",
-          "3_2_17",
-          "3_2_18",
-          "3_2_18",
-          "3_2_19",
-          "3_2_19",
-          "3_2_20",
-          "3_2_20",
-          "3_2_21",
-          "3_2_21",
-          "3_2_22",
-          "3_2_22",
-          "3_2_23",
-          "3_2_23",
-          "3_2_24",
-          "3_2_24",
-          "3_2_25",
-          "3_2_25",
-          "3_2_26",
-          "3_2_26",
-          "3_2_27",
-          "3_2_27",
-          "3_2_28",
-          "3_2_28",
-          "3_2_29",
-          "3_2_29",
-          "3_2_30",
-          "3_2_30",
-          "3_2_31",
-          "3_2_31",
-          "3_2_33",
-          "3_2_33",
-          "3_2_34",
-          "3_2_34",
-          "3_2_35",
-          "3_2_35",
-          "3_2_36",
-          "3_2_36",
-          "3_2_37",
-          "3_2_37",
-          "3_2_38",
-          "3_2_38",
-          "3_2_39",
-          "3_2_39",
-          "3_2_40",
-          "3_2_40",
-          "3_2_41",
-          "3_2_41",
-          "3_2_42",
-          "3_2_42",
-          "3_2_43",
-          "3_2_43",
-          "3_2_44",
-          "3_2_44",
-          "3_2_45",
-          "3_2_45",
-          "3_2_46",
-          "3_2_46",
-          "3_2_47",
-          "3_2_47",
-          "3_2_48",
-          "3_2_48",
-          "3_2_49",
-          "3_2_49",
-          "3_2_50",
-          "3_2_50",
-          "3_2_51",
-          "3_2_51",
-          "3_2_52",
-          "3_2_52",
-          "3_2_53",
-          "3_2_53",
-          "3_2_54",
-          "3_2_54",
-          "3_2_55",
-          "3_2_55",
-          "3_2_56",
-          "3_2_56",
-          "3_2_57",
-          "3_2_57",
-          "3_2_58",
-          "3_2_58",
-          "3_2_59",
-          "3_2_59",
-          "3_2_60",
-          "3_2_60",
-          "3_2_61",
-          "3_2_61",
-          "3_2_62",
-          "3_2_62",
-          "3_2_63",
-          "3_2_63",
-          "3_2_64",
-          "3_2_64",
-          "3_2_65",
-          "3_2_65",
-          "3_2_66",
-          "3_2_66",
-          "3_2_67",
-          "3_2_67",
-          "3_2_68",
-          "3_2_68",
-          "3_2_69",
-          "3_2_69",
-          "3_2_70",
-          "3_2_70",
-          "3_2_71",
-          "3_2_71",
-          "3_2_72",
-          "3_2_72",
-          "3_2_73",
-          "3_2_73",
-          "3_2_74",
-          "3_2_74",
-          "3_2_75",
-          "3_2_75",
-          "3_2_76",
-          "3_2_76",
-          "3_2_77",
-          "3_2_77",
-          "3_2_78",
-          "3_2_78",
-          "3_2_79",
-          "3_2_79",
-          "3_2_80",
-          "3_2_80",
-          "3_2_81",
-          "3_2_81",
-          "3_2_82",
-          "3_2_82",
-          "3_2_83",
-          "3_2_83",
-          "3_2_84",
-          "3_2_84",
-          "3_2_85",
-          "3_2_85",
-          "3_2_86",
-          "3_2_86",
-          "3_2_87",
-          "3_2_87",
-          "3_2_88",
-          "3_2_88",
-          "3_2_89",
-          "3_2_89",
-          "3_2_90",
-          "3_2_90",
-          "3_2_91",
-          "3_2_91",
-          "3_2_92",
-          "3_2_92",
-          "3_2_93",
-          "3_2_93",
-          "3_2_94",
-          "3_2_94",
-          "3_2_95",
-          "3_2_95",
-          "3_2_96",
-          "3_2_96",
-          "3_2_97",
-          "3_2_97",
-          "3_2_98",
-          "3_2_98",
-          "3_2_99",
-          "3_2_99",
-          "3_2_100",
-          "3_2_100",
-          "4_1_1",
-          "4_1_1",
-          "4_1_2",
-          "4_1_2",
-          "4_1_3",
-          "4_1_3",
-          "4_1_4",
-          "4_1_4",
-          "4_1_5",
-          "4_1_5",
-          "4_1_6",
-          "4_1_6",
-          "4_1_7",
-          "4_1_7",
-          "4_1_8",
-          "4_1_8",
-          "4_1_9",
-          "4_1_9",
-          "4_1_10",
-          "4_1_10",
-          "4_1_11",
-          "4_1_11",
-          "4_1_12",
-          "4_1_12",
-          "4_1_14",
-          "4_1_14",
-          "4_1_15",
-          "4_1_15",
-          "4_1_16",
-          "4_1_16",
-          "4_1_17",
-          "4_1_17",
-          "4_1_18",
-          "4_1_18",
-          "4_1_19",
-          "4_1_19",
-          "4_1_20",
-          "4_1_20",
-          "4_1_21",
-          "4_1_21",
-          "4_1_22",
-          "4_1_22",
-          "4_1_23",
-          "4_1_23",
-          "4_1_24",
-          "4_1_24",
-          "4_1_25",
-          "4_1_25",
-          "4_1_26",
-          "4_1_26",
-          "4_1_27",
-          "4_1_27",
-          "4_1_28",
-          "4_1_28",
-          "4_1_29",
-          "4_1_29",
-          "4_1_30",
-          "4_1_30",
-          "4_1_31",
-          "4_1_31",
-          "4_1_33",
-          "4_1_33",
-          "4_1_34",
-          "4_1_34",
-          "4_1_35",
-          "4_1_35",
-          "4_1_36",
-          "4_1_36",
-          "4_1_37",
-          "4_1_37",
-          "4_1_38",
-          "4_1_38",
-          "4_1_39",
-          "4_1_39",
-          "4_1_41",
-          "4_1_41",
-          "4_1_42",
-          "4_1_42",
-          "4_1_43",
-          "4_1_43",
-          "4_1_44",
-          "4_1_44",
-          "4_1_45",
-          "4_1_45",
-          "4_1_46",
-          "4_1_46",
-          "4_1_47",
-          "4_1_47",
-          "4_1_48",
-          "4_1_48",
-          "4_1_49",
-          "4_1_49",
-          "4_1_50",
-          "4_1_50",
-          "4_1_51",
-          "4_1_51",
-          "4_1_52",
-          "4_1_52",
-          "4_1_53",
-          "4_1_53",
-          "4_1_54",
-          "4_1_54",
-          "4_1_55",
-          "4_1_55",
-          "4_1_56",
-          "4_1_56",
-          "4_1_57",
-          "4_1_57",
-          "4_1_58",
-          "4_1_58",
-          "4_1_59",
-          "4_1_59",
-          "4_1_60",
-          "4_1_60",
-          "4_1_61",
-          "4_1_61",
-          "4_1_62",
-          "4_1_62",
-          "4_1_63",
-          "4_1_63",
-          "4_1_64",
-          "4_1_64",
-          "4_1_65",
-          "4_1_65",
-          "4_1_66",
-          "4_1_66",
-          "4_1_67",
-          "4_1_67",
-          "4_1_68",
-          "4_1_68",
-          "4_1_69",
-          "4_1_69",
-          "4_1_70",
-          "4_1_70",
-          "4_1_71",
-          "4_1_71",
-          "4_1_72",
-          "4_1_72",
-          "4_1_73",
-          "4_1_73",
-          "4_1_74",
-          "4_1_74",
-          "4_1_75",
-          "4_1_75",
-          "4_1_76",
-          "4_1_76",
-          "4_1_77",
-          "4_1_77",
-          "4_1_78",
-          "4_1_78",
-          "4_1_79",
-          "4_1_79",
-          "4_1_80",
-          "4_1_80",
-          "4_1_81",
-          "4_1_81",
-          "4_1_82",
-          "4_1_82",
-          "4_1_83",
-          "4_1_83",
-          "4_1_84",
-          "4_1_84",
-          "4_1_85",
-          "4_1_85",
-          "4_1_86",
-          "4_1_86",
-          "4_1_87",
-          "4_1_87",
-          "4_1_88",
-          "4_1_88",
-          "4_1_89",
-          "4_1_89",
-          "4_1_90",
-          "4_1_90",
-          "4_1_92",
-          "4_1_92",
-          "4_1_93",
-          "4_1_93",
-          "4_1_94",
-          "4_1_94",
-          "4_1_95",
-          "4_1_95",
-          "4_1_96",
-          "4_1_96",
-          "4_1_97",
-          "4_1_97",
-          "4_1_98",
-          "4_1_98",
-          "4_1_99",
-          "4_1_99",
-          "4_1_100",
-          "4_1_100",
-          "4_2_1",
-          "4_2_1",
-          "4_2_2",
-          "4_2_2",
-          "4_2_3",
-          "4_2_3",
-          "4_2_4",
-          "4_2_4",
-          "4_2_5",
-          "4_2_5",
-          "4_2_6",
-          "4_2_6",
-          "4_2_7",
-          "4_2_7",
-          "4_2_8",
-          "4_2_8",
-          "4_2_9",
-          "4_2_9",
-          "4_2_10",
-          "4_2_10",
-          "4_2_11",
-          "4_2_11",
-          "4_2_13",
-          "4_2_13",
-          "4_2_14",
-          "4_2_14",
-          "4_2_15",
-          "4_2_15",
-          "4_2_16",
-          "4_2_16",
-          "4_2_17",
-          "4_2_17",
-          "4_2_18",
-          "4_2_18",
-          "4_2_19",
-          "4_2_19",
-          "4_2_20",
-          "4_2_20",
-          "4_2_21",
-          "4_2_21",
-          "4_2_22",
-          "4_2_22",
-          "4_2_23",
-          "4_2_23",
-          "4_2_24",
-          "4_2_24",
-          "4_2_25",
-          "4_2_25",
-          "4_2_26",
-          "4_2_26",
-          "4_2_27",
-          "4_2_27",
-          "4_2_28",
-          "4_2_28",
-          "4_2_30",
-          "4_2_30",
-          "4_2_31",
-          "4_2_31",
-          "4_2_32",
-          "4_2_32",
-          "4_2_33",
-          "4_2_33",
-          "4_2_34",
-          "4_2_34",
-          "4_2_35",
-          "4_2_35",
-          "4_2_36",
-          "4_2_36",
-          "4_2_37",
-          "4_2_37",
-          "4_2_38",
-          "4_2_38",
-          "4_2_39",
-          "4_2_39",
-          "4_2_40",
-          "4_2_40",
-          "4_2_41",
-          "4_2_41",
-          "4_2_42",
-          "4_2_42",
-          "4_2_43",
-          "4_2_43",
-          "4_2_44",
-          "4_2_44",
-          "4_2_45",
-          "4_2_45",
-          "4_2_46",
-          "4_2_46",
-          "4_2_47",
-          "4_2_47",
-          "4_2_48",
-          "4_2_48",
-          "4_2_49",
-          "4_2_49",
-          "4_2_50",
-          "4_2_50",
-          "4_2_51",
-          "4_2_51",
-          "4_2_52",
-          "4_2_52",
-          "4_2_53",
-          "4_2_53",
-          "4_2_54",
-          "4_2_54",
-          "4_2_55",
-          "4_2_55",
-          "4_2_56",
-          "4_2_56",
-          "4_2_57",
-          "4_2_57",
-          "4_2_58",
-          "4_2_58",
-          "4_2_59",
-          "4_2_59",
-          "4_2_60",
-          "4_2_60",
-          "4_2_61",
-          "4_2_61",
-          "4_2_62",
-          "4_2_62",
-          "4_2_63",
-          "4_2_63",
-          "4_2_64",
-          "4_2_64",
-          "4_2_65",
-          "4_2_65",
-          "4_2_66",
-          "4_2_66",
-          "4_2_67",
-          "4_2_67",
-          "4_2_68",
-          "4_2_68",
-          "4_2_69",
-          "4_2_69",
-          "4_2_70",
-          "4_2_70",
-          "4_2_71",
-          "4_2_71",
-          "4_2_72",
-          "4_2_72",
-          "4_2_73",
-          "4_2_73",
-          "4_2_74",
-          "4_2_74",
-          "4_2_76",
-          "4_2_76",
-          "4_2_77",
-          "4_2_77",
-          "4_2_78",
-          "4_2_78",
-          "4_2_79",
-          "4_2_79",
-          "4_2_80",
-          "4_2_80",
-          "4_2_81",
-          "4_2_81",
-          "4_2_82",
-          "4_2_82",
-          "4_2_83",
-          "4_2_83",
-          "4_2_84",
-          "4_2_84",
-          "4_2_85",
-          "4_2_85",
-          "4_2_86",
-          "4_2_86",
-          "4_2_87",
-          "4_2_87",
-          "4_2_88",
-          "4_2_88",
-          "4_2_89",
-          "4_2_89",
-          "4_2_90",
-          "4_2_90",
-          "4_2_91",
-          "4_2_91",
-          "4_2_92",
-          "4_2_92",
-          "4_2_93",
-          "4_2_93",
-          "4_2_94",
-          "4_2_94",
-          "4_2_95",
-          "4_2_95",
-          "4_2_96",
-          "4_2_96",
-          "4_2_97",
-          "4_2_97",
-          "4_2_98",
-          "4_2_98",
-          "4_2_99",
-          "4_2_99",
-          "4_2_100",
-          "4_2_100"
-         ],
-         "y": [
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          2.28,
-          2.28,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          2.28,
-          2.28,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          2.28,
-          2.28,
-          1.46,
-          1.46,
-          1.79,
-          1.79,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.46,
-          1.46,
-          1.58,
-          1.58,
-          1.79,
-          1.79,
-          1.58,
-          1.58,
-          1.46
-         ]
-        },
-        {
-         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "LPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1_1",
-          "1_1_2",
-          "1_1_2",
-          "1_1_3",
-          "1_1_3",
-          "1_1_4",
-          "1_1_4",
-          "1_1_5",
-          "1_1_5",
-          "1_1_6",
-          "1_1_6",
-          "1_1_7",
-          "1_1_7",
-          "1_1_8",
-          "1_1_8",
-          "1_1_9",
-          "1_1_9",
-          "1_1_10",
-          "1_1_10",
-          "1_1_11",
-          "1_1_11",
-          "1_1_12",
-          "1_1_12",
-          "1_1_13",
-          "1_1_13",
-          "1_1_14",
-          "1_1_14",
-          "1_1_15",
-          "1_1_15",
-          "1_1_16",
-          "1_1_16",
-          "1_1_17",
-          "1_1_17",
-          "1_1_18",
-          "1_1_18",
-          "1_1_19",
-          "1_1_19",
-          "1_1_20",
-          "1_1_20",
-          "1_1_21",
-          "1_1_21",
-          "1_1_22",
-          "1_1_22",
-          "1_1_23",
-          "1_1_23",
-          "1_1_24",
-          "1_1_24",
-          "1_1_25",
-          "1_1_25",
-          "1_1_26",
-          "1_1_26",
-          "1_1_27",
-          "1_1_27",
-          "1_1_28",
-          "1_1_28",
-          "1_1_29",
-          "1_1_29",
-          "1_1_30",
-          "1_1_30",
-          "1_1_31",
-          "1_1_31",
-          "1_1_32",
-          "1_1_32",
-          "1_1_33",
-          "1_1_33",
-          "1_1_34",
-          "1_1_34",
-          "1_1_35",
-          "1_1_35",
-          "1_1_36",
-          "1_1_36",
-          "1_1_37",
-          "1_1_37",
-          "1_1_38",
-          "1_1_38",
-          "1_1_39",
-          "1_1_39",
-          "1_1_40",
-          "1_1_40",
-          "1_1_41",
-          "1_1_41",
-          "1_1_42",
-          "1_1_42",
-          "1_1_43",
-          "1_1_43",
-          "1_1_44",
-          "1_1_44",
-          "1_1_45",
-          "1_1_45",
-          "1_1_46",
-          "1_1_46",
-          "1_1_47",
-          "1_1_47",
-          "1_1_48",
-          "1_1_48",
-          "1_1_49",
-          "1_1_49",
-          "1_1_50",
-          "1_1_50",
-          "1_1_51",
-          "1_1_51",
-          "1_1_52",
-          "1_1_52",
-          "1_1_53",
-          "1_1_53",
-          "1_1_54",
-          "1_1_54",
-          "1_1_55",
-          "1_1_55",
-          "1_1_56",
-          "1_1_56",
-          "1_1_57",
-          "1_1_57",
-          "1_1_58",
-          "1_1_58",
-          "1_1_59",
-          "1_1_59",
-          "1_1_60",
-          "1_1_60",
-          "1_1_61",
-          "1_1_61",
-          "1_1_62",
-          "1_1_62",
-          "1_1_63",
-          "1_1_63",
-          "1_1_64",
-          "1_1_64",
-          "1_1_65",
-          "1_1_65",
-          "1_1_66",
-          "1_1_66",
-          "1_1_67",
-          "1_1_67",
-          "1_1_68",
-          "1_1_68",
-          "1_1_69",
-          "1_1_69",
-          "1_1_70",
-          "1_1_70",
-          "1_1_71",
-          "1_1_71",
-          "1_1_72",
-          "1_1_72",
-          "1_1_73",
-          "1_1_73",
-          "1_1_74",
-          "1_1_74",
-          "1_1_75",
-          "1_1_75",
-          "1_1_76",
-          "1_1_76",
-          "1_1_77",
-          "1_1_77",
-          "1_1_78",
-          "1_1_78",
-          "1_1_79",
-          "1_1_79",
-          "1_1_80",
-          "1_1_80",
-          "1_1_81",
-          "1_1_81",
-          "1_1_82",
-          "1_1_82",
-          "1_1_83",
-          "1_1_83",
-          "1_1_84",
-          "1_1_84",
-          "1_1_85",
-          "1_1_85",
-          "1_1_86",
-          "1_1_86",
-          "1_1_87",
-          "1_1_87",
-          "1_1_88",
-          "1_1_88",
-          "1_1_89",
-          "1_1_89",
-          "1_1_90",
-          "1_1_90",
-          "1_1_91",
-          "1_1_91",
-          "1_1_92",
-          "1_1_92",
-          "1_1_93",
-          "1_1_93",
-          "1_1_94",
-          "1_1_94",
-          "1_1_95",
-          "1_1_95",
-          "1_1_96",
-          "1_1_96",
-          "1_1_97",
-          "1_1_97",
-          "1_1_98",
-          "1_1_98",
-          "1_1_99",
-          "1_1_99",
-          "1_1_100",
-          "1_1_100",
-          "1_2_1",
-          "1_2_1",
-          "1_2_2",
-          "1_2_2",
-          "1_2_3",
-          "1_2_3",
-          "1_2_4",
-          "1_2_4",
-          "1_2_5",
-          "1_2_5",
-          "1_2_6",
-          "1_2_6",
-          "1_2_7",
-          "1_2_7",
-          "1_2_8",
-          "1_2_8",
-          "1_2_9",
-          "1_2_9",
-          "1_2_10",
-          "1_2_10",
-          "1_2_11",
-          "1_2_11",
-          "1_2_12",
-          "1_2_12",
-          "1_2_13",
-          "1_2_13",
-          "1_2_14",
-          "1_2_14",
-          "1_2_15",
-          "1_2_15",
-          "1_2_16",
-          "1_2_16",
-          "1_2_17",
-          "1_2_17",
-          "1_2_18",
-          "1_2_18",
-          "1_2_19",
-          "1_2_19",
-          "1_2_20",
-          "1_2_20",
-          "1_2_21",
-          "1_2_21",
-          "1_2_22",
-          "1_2_22",
-          "1_2_23",
-          "1_2_23",
-          "1_2_24",
-          "1_2_24",
-          "1_2_25",
-          "1_2_25",
-          "1_2_26",
-          "1_2_26",
-          "1_2_27",
-          "1_2_27",
-          "1_2_28",
-          "1_2_28",
-          "1_2_29",
-          "1_2_29",
-          "1_2_32",
-          "1_2_32",
-          "1_2_33",
-          "1_2_33",
-          "1_2_34",
-          "1_2_34",
-          "1_2_35",
-          "1_2_35",
-          "1_2_36",
-          "1_2_36",
-          "1_2_37",
-          "1_2_37",
-          "1_2_38",
-          "1_2_38",
-          "1_2_39",
-          "1_2_39",
-          "1_2_40",
-          "1_2_40",
-          "1_2_41",
-          "1_2_41",
-          "1_2_42",
-          "1_2_42",
-          "1_2_43",
-          "1_2_43",
-          "1_2_44",
-          "1_2_44",
-          "1_2_45",
-          "1_2_45",
-          "1_2_46",
-          "1_2_46",
-          "1_2_47",
-          "1_2_47",
-          "1_2_48",
-          "1_2_48",
-          "1_2_49",
-          "1_2_49",
-          "1_2_50",
-          "1_2_50",
-          "1_2_51",
-          "1_2_51",
-          "1_2_52",
-          "1_2_52",
-          "1_2_53",
-          "1_2_53",
-          "1_2_54",
-          "1_2_54",
-          "1_2_55",
-          "1_2_55",
-          "1_2_56",
-          "1_2_56",
-          "1_2_57",
-          "1_2_57",
-          "1_2_58",
-          "1_2_58",
-          "1_2_59",
-          "1_2_59",
-          "1_2_60",
-          "1_2_60",
-          "1_2_61",
-          "1_2_61",
-          "1_2_62",
-          "1_2_62",
-          "1_2_63",
-          "1_2_63",
-          "1_2_64",
-          "1_2_64",
-          "1_2_65",
-          "1_2_65",
-          "1_2_66",
-          "1_2_66",
-          "1_2_67",
-          "1_2_67",
-          "1_2_68",
-          "1_2_68",
-          "1_2_69",
-          "1_2_69",
-          "1_2_70",
-          "1_2_70",
-          "1_2_71",
-          "1_2_71",
-          "1_2_72",
-          "1_2_72",
-          "1_2_73",
-          "1_2_73",
-          "1_2_74",
-          "1_2_74",
-          "1_2_75",
-          "1_2_75",
-          "1_2_76",
-          "1_2_76",
-          "1_2_77",
-          "1_2_77",
-          "1_2_78",
-          "1_2_78",
-          "1_2_79",
-          "1_2_79",
-          "1_2_80",
-          "1_2_80",
-          "1_2_81",
-          "1_2_81",
-          "1_2_83",
-          "1_2_83",
-          "1_2_84",
-          "1_2_84",
-          "1_2_85",
-          "1_2_85",
-          "1_2_86",
-          "1_2_86",
-          "1_2_87",
-          "1_2_87",
-          "1_2_88",
-          "1_2_88",
-          "1_2_89",
-          "1_2_89",
-          "1_2_90",
-          "1_2_90",
-          "1_2_91",
-          "1_2_91",
-          "1_2_92",
-          "1_2_92",
-          "1_2_93",
-          "1_2_93",
-          "1_2_94",
-          "1_2_94",
-          "1_2_95",
-          "1_2_95",
-          "1_2_96",
-          "1_2_96",
-          "1_2_97",
-          "1_2_97",
-          "1_2_98",
-          "1_2_98",
-          "1_2_99",
-          "1_2_99",
-          "1_2_100",
-          "1_2_100",
-          "2_1_1",
-          "2_1_1",
-          "2_1_2",
-          "2_1_2",
-          "2_1_3",
-          "2_1_3",
-          "2_1_4",
-          "2_1_4",
-          "2_1_5",
-          "2_1_5",
-          "2_1_6",
-          "2_1_6",
-          "2_1_7",
-          "2_1_7",
-          "2_1_8",
-          "2_1_8",
-          "2_1_9",
-          "2_1_9",
-          "2_1_10",
-          "2_1_10",
-          "2_1_11",
-          "2_1_11",
-          "2_1_12",
-          "2_1_12",
-          "2_1_13",
-          "2_1_13",
-          "2_1_14",
-          "2_1_14",
-          "2_1_15",
-          "2_1_15",
-          "2_1_16",
-          "2_1_16",
-          "2_1_17",
-          "2_1_17",
-          "2_1_18",
-          "2_1_18",
-          "2_1_19",
-          "2_1_19",
-          "2_1_20",
-          "2_1_20",
-          "2_1_21",
-          "2_1_21",
-          "2_1_22",
-          "2_1_22",
-          "2_1_23",
-          "2_1_23",
-          "2_1_24",
-          "2_1_24",
-          "2_1_25",
-          "2_1_25",
-          "2_1_26",
-          "2_1_26",
-          "2_1_27",
-          "2_1_27",
-          "2_1_28",
-          "2_1_28",
-          "2_1_29",
-          "2_1_29",
-          "2_1_30",
-          "2_1_30",
-          "2_1_31",
-          "2_1_31",
-          "2_1_32",
-          "2_1_32",
-          "2_1_33",
-          "2_1_33",
-          "2_1_34",
-          "2_1_34",
-          "2_1_35",
-          "2_1_35",
-          "2_1_36",
-          "2_1_36",
-          "2_1_37",
-          "2_1_37",
-          "2_1_38",
-          "2_1_38",
-          "2_1_39",
-          "2_1_39",
-          "2_1_40",
-          "2_1_40",
-          "2_1_41",
-          "2_1_41",
-          "2_1_42",
-          "2_1_42",
-          "2_1_43",
-          "2_1_43",
-          "2_1_44",
-          "2_1_44",
-          "2_1_45",
-          "2_1_45",
-          "2_1_46",
-          "2_1_46",
-          "2_1_47",
-          "2_1_47",
-          "2_1_48",
-          "2_1_48",
-          "2_1_49",
-          "2_1_49",
-          "2_1_50",
-          "2_1_50",
-          "2_1_51",
-          "2_1_51",
-          "2_1_52",
-          "2_1_52",
-          "2_1_53",
-          "2_1_53",
-          "2_1_54",
-          "2_1_54",
-          "2_1_55",
-          "2_1_55",
-          "2_1_56",
-          "2_1_56",
-          "2_1_57",
-          "2_1_57",
-          "2_1_58",
-          "2_1_58",
-          "2_1_59",
-          "2_1_59",
-          "2_1_60",
-          "2_1_60",
-          "2_1_61",
-          "2_1_61",
-          "2_1_62",
-          "2_1_62",
-          "2_1_63",
-          "2_1_63",
-          "2_1_64",
-          "2_1_64",
-          "2_1_65",
-          "2_1_65",
-          "2_1_66",
-          "2_1_66",
-          "2_1_67",
-          "2_1_67",
-          "2_1_68",
-          "2_1_68",
-          "2_1_69",
-          "2_1_69",
-          "2_1_70",
-          "2_1_70",
-          "2_1_71",
-          "2_1_71",
-          "2_1_72",
-          "2_1_72",
-          "2_1_73",
-          "2_1_73",
-          "2_1_74",
-          "2_1_74",
-          "2_1_75",
-          "2_1_75",
-          "2_1_76",
-          "2_1_76",
-          "2_1_77",
-          "2_1_77",
-          "2_1_78",
-          "2_1_78",
-          "2_1_79",
-          "2_1_79",
-          "2_1_80",
-          "2_1_80",
-          "2_1_81",
-          "2_1_81",
-          "2_1_82",
-          "2_1_82",
-          "2_1_83",
-          "2_1_83",
-          "2_1_84",
-          "2_1_84",
-          "2_1_85",
-          "2_1_85",
-          "2_1_86",
-          "2_1_86",
-          "2_1_87",
-          "2_1_87",
-          "2_1_88",
-          "2_1_88",
-          "2_1_89",
-          "2_1_89",
-          "2_1_90",
-          "2_1_90",
-          "2_1_91",
-          "2_1_91",
-          "2_1_92",
-          "2_1_92",
-          "2_1_93",
-          "2_1_93",
-          "2_1_94",
-          "2_1_94",
-          "2_1_95",
-          "2_1_95",
-          "2_1_96",
-          "2_1_96",
-          "2_1_97",
-          "2_1_97",
-          "2_1_98",
-          "2_1_98",
-          "2_1_99",
-          "2_1_99",
-          "2_1_100",
-          "2_1_100",
-          "2_2_1",
-          "2_2_1",
-          "2_2_2",
-          "2_2_2",
-          "2_2_3",
-          "2_2_3",
-          "2_2_4",
-          "2_2_4",
-          "2_2_5",
-          "2_2_5",
-          "2_2_6",
-          "2_2_6",
-          "2_2_7",
-          "2_2_7",
-          "2_2_8",
-          "2_2_8",
-          "2_2_9",
-          "2_2_9",
-          "2_2_10",
-          "2_2_10",
-          "2_2_11",
-          "2_2_11",
-          "2_2_12",
-          "2_2_12",
-          "2_2_13",
-          "2_2_13",
-          "2_2_14",
-          "2_2_14",
-          "2_2_15",
-          "2_2_15",
-          "2_2_16",
-          "2_2_16",
-          "2_2_17",
-          "2_2_17",
-          "2_2_18",
-          "2_2_18",
-          "2_2_19",
-          "2_2_19",
-          "2_2_20",
-          "2_2_20",
-          "2_2_21",
-          "2_2_21",
-          "2_2_22",
-          "2_2_22",
-          "2_2_23",
-          "2_2_23",
-          "2_2_25",
-          "2_2_25",
-          "2_2_26",
-          "2_2_26",
-          "2_2_27",
-          "2_2_27",
-          "2_2_28",
-          "2_2_28",
-          "2_2_29",
-          "2_2_29",
-          "2_2_30",
-          "2_2_30",
-          "2_2_31",
-          "2_2_31",
-          "2_2_32",
-          "2_2_32",
-          "2_2_33",
-          "2_2_33",
-          "2_2_34",
-          "2_2_34",
-          "2_2_35",
-          "2_2_35",
-          "2_2_36",
-          "2_2_36",
-          "2_2_37",
-          "2_2_37",
-          "2_2_38",
-          "2_2_38",
-          "2_2_39",
-          "2_2_39",
-          "2_2_40",
-          "2_2_40",
-          "2_2_41",
-          "2_2_41",
-          "2_2_42",
-          "2_2_42",
-          "2_2_43",
-          "2_2_43",
-          "2_2_44",
-          "2_2_44",
-          "2_2_45",
-          "2_2_45",
-          "2_2_46",
-          "2_2_46",
-          "2_2_47",
-          "2_2_47",
-          "2_2_48",
-          "2_2_48",
-          "2_2_49",
-          "2_2_49",
-          "2_2_50",
-          "2_2_50",
-          "2_2_51",
-          "2_2_51",
-          "2_2_52",
-          "2_2_52",
-          "2_2_53",
-          "2_2_53",
-          "2_2_54",
-          "2_2_54",
-          "2_2_55",
-          "2_2_55",
-          "2_2_56",
-          "2_2_56",
-          "2_2_57",
-          "2_2_57",
-          "2_2_58",
-          "2_2_58",
-          "2_2_59",
-          "2_2_59",
-          "2_2_60",
-          "2_2_60",
-          "2_2_61",
-          "2_2_61",
-          "2_2_62",
-          "2_2_62",
-          "2_2_63",
-          "2_2_63",
-          "2_2_64",
-          "2_2_64",
-          "2_2_65",
-          "2_2_65",
-          "2_2_66",
-          "2_2_66",
-          "2_2_67",
-          "2_2_67",
-          "2_2_68",
-          "2_2_68",
-          "2_2_69",
-          "2_2_69",
-          "2_2_70",
-          "2_2_70",
-          "2_2_71",
-          "2_2_71",
-          "2_2_72",
-          "2_2_72",
-          "2_2_73",
-          "2_2_73",
-          "2_2_75",
-          "2_2_75",
-          "2_2_76",
-          "2_2_76",
-          "2_2_77",
-          "2_2_77",
-          "2_2_79",
-          "2_2_79",
-          "2_2_80",
-          "2_2_80",
-          "2_2_81",
-          "2_2_81",
-          "2_2_82",
-          "2_2_82",
-          "2_2_83",
-          "2_2_83",
-          "2_2_84",
-          "2_2_84",
-          "2_2_85",
-          "2_2_85",
-          "2_2_86",
-          "2_2_86",
-          "2_2_87",
-          "2_2_87",
-          "2_2_88",
-          "2_2_88",
-          "2_2_89",
-          "2_2_89",
-          "2_2_90",
-          "2_2_90",
-          "2_2_91",
-          "2_2_91",
-          "2_2_92",
-          "2_2_92",
-          "2_2_93",
-          "2_2_93",
-          "2_2_94",
-          "2_2_94",
-          "2_2_95",
-          "2_2_95",
-          "2_2_96",
-          "2_2_96",
-          "2_2_97",
-          "2_2_97",
-          "2_2_98",
-          "2_2_98",
-          "2_2_99",
-          "2_2_99",
-          "2_2_100",
-          "2_2_100",
-          "3_1_1",
-          "3_1_1",
-          "3_1_2",
-          "3_1_2",
-          "3_1_3",
-          "3_1_3",
-          "3_1_4",
-          "3_1_4",
-          "3_1_5",
-          "3_1_5",
-          "3_1_6",
-          "3_1_6",
-          "3_1_7",
-          "3_1_7",
-          "3_1_8",
-          "3_1_8",
-          "3_1_9",
-          "3_1_9",
-          "3_1_10",
-          "3_1_10",
-          "3_1_11",
-          "3_1_11",
-          "3_1_12",
-          "3_1_12",
-          "3_1_13",
-          "3_1_13",
-          "3_1_14",
-          "3_1_14",
-          "3_1_15",
-          "3_1_15",
-          "3_1_16",
-          "3_1_16",
-          "3_1_17",
-          "3_1_17",
-          "3_1_18",
-          "3_1_18",
-          "3_1_19",
-          "3_1_19",
-          "3_1_20",
-          "3_1_20",
-          "3_1_21",
-          "3_1_21",
-          "3_1_22",
-          "3_1_22",
-          "3_1_23",
-          "3_1_23",
-          "3_1_24",
-          "3_1_24",
-          "3_1_25",
-          "3_1_25",
-          "3_1_26",
-          "3_1_26",
-          "3_1_27",
-          "3_1_27",
-          "3_1_28",
-          "3_1_28",
-          "3_1_29",
-          "3_1_29",
-          "3_1_30",
-          "3_1_30",
-          "3_1_31",
-          "3_1_31",
-          "3_1_32",
-          "3_1_32",
-          "3_1_33",
-          "3_1_33",
-          "3_1_34",
-          "3_1_34",
-          "3_1_35",
-          "3_1_35",
-          "3_1_36",
-          "3_1_36",
-          "3_1_37",
-          "3_1_37",
-          "3_1_38",
-          "3_1_38",
-          "3_1_39",
-          "3_1_39",
-          "3_1_40",
-          "3_1_40",
-          "3_1_41",
-          "3_1_41",
-          "3_1_42",
-          "3_1_42",
-          "3_1_43",
-          "3_1_43",
-          "3_1_44",
-          "3_1_44",
-          "3_1_45",
-          "3_1_45",
-          "3_1_46",
-          "3_1_46",
-          "3_1_47",
-          "3_1_47",
-          "3_1_48",
-          "3_1_48",
-          "3_1_49",
-          "3_1_49",
-          "3_1_50",
-          "3_1_50",
-          "3_1_51",
-          "3_1_51",
-          "3_1_52",
-          "3_1_52",
-          "3_1_53",
-          "3_1_53",
-          "3_1_55",
-          "3_1_55",
-          "3_1_56",
-          "3_1_56",
-          "3_1_57",
-          "3_1_57",
-          "3_1_58",
-          "3_1_58",
-          "3_1_59",
-          "3_1_59",
-          "3_1_60",
-          "3_1_60",
-          "3_1_61",
-          "3_1_61",
-          "3_1_62",
-          "3_1_62",
-          "3_1_63",
-          "3_1_63",
-          "3_1_64",
-          "3_1_64",
-          "3_1_65",
-          "3_1_65",
-          "3_1_66",
-          "3_1_66",
-          "3_1_67",
-          "3_1_67",
-          "3_1_68",
-          "3_1_68",
-          "3_1_69",
-          "3_1_69",
-          "3_1_70",
-          "3_1_70",
-          "3_1_71",
-          "3_1_71",
-          "3_1_72",
-          "3_1_72",
-          "3_1_73",
-          "3_1_73",
-          "3_1_74",
-          "3_1_74",
-          "3_1_75",
-          "3_1_75",
-          "3_1_76",
-          "3_1_76",
-          "3_1_77",
-          "3_1_77",
-          "3_1_78",
-          "3_1_78",
-          "3_1_79",
-          "3_1_79",
-          "3_1_80",
-          "3_1_80",
-          "3_1_81",
-          "3_1_81",
-          "3_1_82",
-          "3_1_82",
-          "3_1_83",
-          "3_1_83",
-          "3_1_84",
-          "3_1_84",
-          "3_1_85",
-          "3_1_85",
-          "3_1_86",
-          "3_1_86",
-          "3_1_87",
-          "3_1_87",
-          "3_1_88",
-          "3_1_88",
-          "3_1_89",
-          "3_1_89",
-          "3_1_91",
-          "3_1_91",
-          "3_1_92",
-          "3_1_92",
-          "3_1_93",
-          "3_1_93",
-          "3_1_94",
-          "3_1_94",
-          "3_1_95",
-          "3_1_95",
-          "3_1_96",
-          "3_1_96",
-          "3_1_97",
-          "3_1_97",
-          "3_1_99",
-          "3_1_99",
-          "3_1_100",
-          "3_1_100",
-          "3_2_1",
-          "3_2_1",
-          "3_2_2",
-          "3_2_2",
-          "3_2_3",
-          "3_2_3",
-          "3_2_4",
-          "3_2_4",
-          "3_2_5",
-          "3_2_5",
-          "3_2_6",
-          "3_2_6",
-          "3_2_7",
-          "3_2_7",
-          "3_2_8",
-          "3_2_8",
-          "3_2_9",
-          "3_2_9",
-          "3_2_10",
-          "3_2_10",
-          "3_2_11",
-          "3_2_11",
-          "3_2_12",
-          "3_2_12",
-          "3_2_13",
-          "3_2_13",
-          "3_2_14",
-          "3_2_14",
-          "3_2_15",
-          "3_2_15",
-          "3_2_16",
-          "3_2_16",
-          "3_2_17",
-          "3_2_17",
-          "3_2_18",
-          "3_2_18",
-          "3_2_19",
-          "3_2_19",
-          "3_2_20",
-          "3_2_20",
-          "3_2_21",
-          "3_2_21",
-          "3_2_22",
-          "3_2_22",
-          "3_2_23",
-          "3_2_23",
-          "3_2_24",
-          "3_2_24",
-          "3_2_25",
-          "3_2_25",
-          "3_2_26",
-          "3_2_26",
-          "3_2_27",
-          "3_2_27",
-          "3_2_28",
-          "3_2_28",
-          "3_2_29",
-          "3_2_29",
-          "3_2_30",
-          "3_2_30",
-          "3_2_31",
-          "3_2_31",
-          "3_2_33",
-          "3_2_33",
-          "3_2_34",
-          "3_2_34",
-          "3_2_35",
-          "3_2_35",
-          "3_2_36",
-          "3_2_36",
-          "3_2_37",
-          "3_2_37",
-          "3_2_38",
-          "3_2_38",
-          "3_2_39",
-          "3_2_39",
-          "3_2_40",
-          "3_2_40",
-          "3_2_41",
-          "3_2_41",
-          "3_2_42",
-          "3_2_42",
-          "3_2_43",
-          "3_2_43",
-          "3_2_44",
-          "3_2_44",
-          "3_2_45",
-          "3_2_45",
-          "3_2_46",
-          "3_2_46",
-          "3_2_47",
-          "3_2_47",
-          "3_2_48",
-          "3_2_48",
-          "3_2_49",
-          "3_2_49",
-          "3_2_50",
-          "3_2_50",
-          "3_2_51",
-          "3_2_51",
-          "3_2_52",
-          "3_2_52",
-          "3_2_53",
-          "3_2_53",
-          "3_2_54",
-          "3_2_54",
-          "3_2_55",
-          "3_2_55",
-          "3_2_56",
-          "3_2_56",
-          "3_2_57",
-          "3_2_57",
-          "3_2_58",
-          "3_2_58",
-          "3_2_59",
-          "3_2_59",
-          "3_2_60",
-          "3_2_60",
-          "3_2_61",
-          "3_2_61",
-          "3_2_62",
-          "3_2_62",
-          "3_2_63",
-          "3_2_63",
-          "3_2_64",
-          "3_2_64",
-          "3_2_65",
-          "3_2_65",
-          "3_2_66",
-          "3_2_66",
-          "3_2_67",
-          "3_2_67",
-          "3_2_68",
-          "3_2_68",
-          "3_2_69",
-          "3_2_69",
-          "3_2_70",
-          "3_2_70",
-          "3_2_71",
-          "3_2_71",
-          "3_2_72",
-          "3_2_72",
-          "3_2_73",
-          "3_2_73",
-          "3_2_74",
-          "3_2_74",
-          "3_2_75",
-          "3_2_75",
-          "3_2_76",
-          "3_2_76",
-          "3_2_77",
-          "3_2_77",
-          "3_2_78",
-          "3_2_78",
-          "3_2_79",
-          "3_2_79",
-          "3_2_80",
-          "3_2_80",
-          "3_2_81",
-          "3_2_81",
-          "3_2_82",
-          "3_2_82",
-          "3_2_83",
-          "3_2_83",
-          "3_2_84",
-          "3_2_84",
-          "3_2_85",
-          "3_2_85",
-          "3_2_86",
-          "3_2_86",
-          "3_2_87",
-          "3_2_87",
-          "3_2_88",
-          "3_2_88",
-          "3_2_89",
-          "3_2_89",
-          "3_2_90",
-          "3_2_90",
-          "3_2_91",
-          "3_2_91",
-          "3_2_92",
-          "3_2_92",
-          "3_2_93",
-          "3_2_93",
-          "3_2_94",
-          "3_2_94",
-          "3_2_95",
-          "3_2_95",
-          "3_2_96",
-          "3_2_96",
-          "3_2_97",
-          "3_2_97",
-          "3_2_98",
-          "3_2_98",
-          "3_2_99",
-          "3_2_99",
-          "3_2_100",
-          "3_2_100",
-          "4_1_1",
-          "4_1_1",
-          "4_1_2",
-          "4_1_2",
-          "4_1_3",
-          "4_1_3",
-          "4_1_4",
-          "4_1_4",
-          "4_1_5",
-          "4_1_5",
-          "4_1_6",
-          "4_1_6",
-          "4_1_7",
-          "4_1_7",
-          "4_1_8",
-          "4_1_8",
-          "4_1_9",
-          "4_1_9",
-          "4_1_10",
-          "4_1_10",
-          "4_1_11",
-          "4_1_11",
-          "4_1_12",
-          "4_1_12",
-          "4_1_14",
-          "4_1_14",
-          "4_1_15",
-          "4_1_15",
-          "4_1_16",
-          "4_1_16",
-          "4_1_17",
-          "4_1_17",
-          "4_1_18",
-          "4_1_18",
-          "4_1_19",
-          "4_1_19",
-          "4_1_20",
-          "4_1_20",
-          "4_1_21",
-          "4_1_21",
-          "4_1_22",
-          "4_1_22",
-          "4_1_23",
-          "4_1_23",
-          "4_1_24",
-          "4_1_24",
-          "4_1_25",
-          "4_1_25",
-          "4_1_26",
-          "4_1_26",
-          "4_1_27",
-          "4_1_27",
-          "4_1_28",
-          "4_1_28",
-          "4_1_29",
-          "4_1_29",
-          "4_1_30",
-          "4_1_30",
-          "4_1_31",
-          "4_1_31",
-          "4_1_33",
-          "4_1_33",
-          "4_1_34",
-          "4_1_34",
-          "4_1_35",
-          "4_1_35",
-          "4_1_36",
-          "4_1_36",
-          "4_1_37",
-          "4_1_37",
-          "4_1_38",
-          "4_1_38",
-          "4_1_39",
-          "4_1_39",
-          "4_1_41",
-          "4_1_41",
-          "4_1_42",
-          "4_1_42",
-          "4_1_43",
-          "4_1_43",
-          "4_1_44",
-          "4_1_44",
-          "4_1_45",
-          "4_1_45",
-          "4_1_46",
-          "4_1_46",
-          "4_1_47",
-          "4_1_47",
-          "4_1_48",
-          "4_1_48",
-          "4_1_49",
-          "4_1_49",
-          "4_1_50",
-          "4_1_50",
-          "4_1_51",
-          "4_1_51",
-          "4_1_52",
-          "4_1_52",
-          "4_1_53",
-          "4_1_53",
-          "4_1_54",
-          "4_1_54",
-          "4_1_55",
-          "4_1_55",
-          "4_1_56",
-          "4_1_56",
-          "4_1_57",
-          "4_1_57",
-          "4_1_58",
-          "4_1_58",
-          "4_1_59",
-          "4_1_59",
-          "4_1_60",
-          "4_1_60",
-          "4_1_61",
-          "4_1_61",
-          "4_1_62",
-          "4_1_62",
-          "4_1_63",
-          "4_1_63",
-          "4_1_64",
-          "4_1_64",
-          "4_1_65",
-          "4_1_65",
-          "4_1_66",
-          "4_1_66",
-          "4_1_67",
-          "4_1_67",
-          "4_1_68",
-          "4_1_68",
-          "4_1_69",
-          "4_1_69",
-          "4_1_70",
-          "4_1_70",
-          "4_1_71",
-          "4_1_71",
-          "4_1_72",
-          "4_1_72",
-          "4_1_73",
-          "4_1_73",
-          "4_1_74",
-          "4_1_74",
-          "4_1_75",
-          "4_1_75",
-          "4_1_76",
-          "4_1_76",
-          "4_1_77",
-          "4_1_77",
-          "4_1_78",
-          "4_1_78",
-          "4_1_79",
-          "4_1_79",
-          "4_1_80",
-          "4_1_80",
-          "4_1_81",
-          "4_1_81",
-          "4_1_82",
-          "4_1_82",
-          "4_1_83",
-          "4_1_83",
-          "4_1_84",
-          "4_1_84",
-          "4_1_85",
-          "4_1_85",
-          "4_1_86",
-          "4_1_86",
-          "4_1_87",
-          "4_1_87",
-          "4_1_88",
-          "4_1_88",
-          "4_1_89",
-          "4_1_89",
-          "4_1_90",
-          "4_1_90",
-          "4_1_92",
-          "4_1_92",
-          "4_1_93",
-          "4_1_93",
-          "4_1_94",
-          "4_1_94",
-          "4_1_95",
-          "4_1_95",
-          "4_1_96",
-          "4_1_96",
-          "4_1_97",
-          "4_1_97",
-          "4_1_98",
-          "4_1_98",
-          "4_1_99",
-          "4_1_99",
-          "4_1_100",
-          "4_1_100",
-          "4_2_1",
-          "4_2_1",
-          "4_2_2",
-          "4_2_2",
-          "4_2_3",
-          "4_2_3",
-          "4_2_4",
-          "4_2_4",
-          "4_2_5",
-          "4_2_5",
-          "4_2_6",
-          "4_2_6",
-          "4_2_7",
-          "4_2_7",
-          "4_2_8",
-          "4_2_8",
-          "4_2_9",
-          "4_2_9",
-          "4_2_10",
-          "4_2_10",
-          "4_2_11",
-          "4_2_11",
-          "4_2_13",
-          "4_2_13",
-          "4_2_14",
-          "4_2_14",
-          "4_2_15",
-          "4_2_15",
-          "4_2_16",
-          "4_2_16",
-          "4_2_17",
-          "4_2_17",
-          "4_2_18",
-          "4_2_18",
-          "4_2_19",
-          "4_2_19",
-          "4_2_20",
-          "4_2_20",
-          "4_2_21",
-          "4_2_21",
-          "4_2_22",
-          "4_2_22",
-          "4_2_23",
-          "4_2_23",
-          "4_2_24",
-          "4_2_24",
-          "4_2_25",
-          "4_2_25",
-          "4_2_26",
-          "4_2_26",
-          "4_2_27",
-          "4_2_27",
-          "4_2_28",
-          "4_2_28",
-          "4_2_30",
-          "4_2_30",
-          "4_2_31",
-          "4_2_31",
-          "4_2_32",
-          "4_2_32",
-          "4_2_33",
-          "4_2_33",
-          "4_2_34",
-          "4_2_34",
-          "4_2_35",
-          "4_2_35",
-          "4_2_36",
-          "4_2_36",
-          "4_2_37",
-          "4_2_37",
-          "4_2_38",
-          "4_2_38",
-          "4_2_39",
-          "4_2_39",
-          "4_2_40",
-          "4_2_40",
-          "4_2_41",
-          "4_2_41",
-          "4_2_42",
-          "4_2_42",
-          "4_2_43",
-          "4_2_43",
-          "4_2_44",
-          "4_2_44",
-          "4_2_45",
-          "4_2_45",
-          "4_2_46",
-          "4_2_46",
-          "4_2_47",
-          "4_2_47",
-          "4_2_48",
-          "4_2_48",
-          "4_2_49",
-          "4_2_49",
-          "4_2_50",
-          "4_2_50",
-          "4_2_51",
-          "4_2_51",
-          "4_2_52",
-          "4_2_52",
-          "4_2_53",
-          "4_2_53",
-          "4_2_54",
-          "4_2_54",
-          "4_2_55",
-          "4_2_55",
-          "4_2_56",
-          "4_2_56",
-          "4_2_57",
-          "4_2_57",
-          "4_2_58",
-          "4_2_58",
-          "4_2_59",
-          "4_2_59",
-          "4_2_60",
-          "4_2_60",
-          "4_2_61",
-          "4_2_61",
-          "4_2_62",
-          "4_2_62",
-          "4_2_63",
-          "4_2_63",
-          "4_2_64",
-          "4_2_64",
-          "4_2_65",
-          "4_2_65",
-          "4_2_66",
-          "4_2_66",
-          "4_2_67",
-          "4_2_67",
-          "4_2_68",
-          "4_2_68",
-          "4_2_69",
-          "4_2_69",
-          "4_2_70",
-          "4_2_70",
-          "4_2_71",
-          "4_2_71",
-          "4_2_72",
-          "4_2_72",
-          "4_2_73",
-          "4_2_73",
-          "4_2_74",
-          "4_2_74",
-          "4_2_76",
-          "4_2_76",
-          "4_2_77",
-          "4_2_77",
-          "4_2_78",
-          "4_2_78",
-          "4_2_79",
-          "4_2_79",
-          "4_2_80",
-          "4_2_80",
-          "4_2_81",
-          "4_2_81",
-          "4_2_82",
-          "4_2_82",
-          "4_2_83",
-          "4_2_83",
-          "4_2_84",
-          "4_2_84",
-          "4_2_85",
-          "4_2_85",
-          "4_2_86",
-          "4_2_86",
-          "4_2_87",
-          "4_2_87",
-          "4_2_88",
-          "4_2_88",
-          "4_2_89",
-          "4_2_89",
-          "4_2_90",
-          "4_2_90",
-          "4_2_91",
-          "4_2_91",
-          "4_2_92",
-          "4_2_92",
-          "4_2_93",
-          "4_2_93",
-          "4_2_94",
-          "4_2_94",
-          "4_2_95",
-          "4_2_95",
-          "4_2_96",
-          "4_2_96",
-          "4_2_97",
-          "4_2_97",
-          "4_2_98",
-          "4_2_98",
-          "4_2_99",
-          "4_2_99",
-          "4_2_100",
-          "4_2_100"
-         ],
-         "y": [
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0,
-          0.0
-         ]
-        },
-        {
-         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "line": {
-           "color": "#B2182B",
-           "width": 0.5
-          },
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Beyond Limits",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1_1_15",
-          "1_2_14",
-          "1_2_15",
-          "1_2_54",
-          "2_1_50",
-          "2_2_58",
-          "2_2_61",
-          "2_2_79",
-          "3_1_1",
-          "3_1_65",
-          "3_1_71",
-          "3_1_93",
-          "3_2_1",
-          "3_2_2",
-          "3_2_43",
-          "3_2_53",
-          "3_2_54",
-          "4_2_40"
-         ],
-         "y": {
-          "bdata": "16NwPQrX+z97FK5H4XoAQKRwPQrXowBAMzMzMzMz/z9xPQrXo3D5P3sUrkfhevw/mpmZmZmZ+T9cj8L1KFz3P0jhehSuR/0/rkfhehSu9z/sUbgehev9P8P1KFyPwv0/exSuR+F6/D/NzMzMzMwCQBSuR+F6FARASOF6FK5HAUDsUbgehesBQClcj8L1KARA",
-          "dtype": "f8"
-         }
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "bgcolor": "rgba(255,255,255,0.8)",
-          "borderpad": 3,
-          "font": {
-           "color": "gray",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "Process limits vary by subgroup size (n)",
-          "x": 0.02,
-          "xref": "paper",
-          "y": 0.98,
-          "yref": "paper"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "CL = 0.700",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "paper",
-          "y": 1.04,
-          "yanchor": "bottom",
-          "yref": "paper"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 400,
-        "hovermode": "x unified",
-        "margin": {
-         "b": 80
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 0.7,
-          "y1": 0.7
-         }
-        ],
-        "showlegend": false,
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "S Chart of R3 (Interaction) Recentered"
-        },
-        "width": 1000,
-        "xaxis": {
-         "automargin": true,
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Subgroup"
-         },
-         "type": "category"
-        },
-        "yaxis": {
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Sample Standard Deviation"
-         },
-         "zeroline": false
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds3_val.execute(\n",
-    "    chart='S',\n",
-    "    by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2, pb.cols.PRODUCTION_TIME],\n",
-    "    value='R3',\n",
-    "    recentered=True\n",
-    ").plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Process Design Design Factor Main Effects — Factor 1 Sample Averages (Slide 24)\n",
-    "\n",
-    "Bishop's reference: **CL = 237.83**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:04.014191Z",
-     "iopub.status.busy": "2026-08-31T22:38:04.014130Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.025495Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.025085Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.0
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "Xbar",
-         "opacity": 1.0,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "3",
-          "4"
-         ],
-         "y": {
-          "bdata": "PQrXo3DNbUCF61G4HsVtQKRwPQrXm21AMzMzMzO7bUA=",
-          "dtype": "f8"
-         }
-        },
-        {
-         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "UPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "2",
-          "3",
-          "3",
-          "4",
-          "4"
-         ],
-         "y": [
-          237.9,
-          237.9,
-          237.9,
-          237.9,
-          237.9,
-          237.9,
-          237.9
-         ]
-        },
-        {
-         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "LPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "2",
-          "3",
-          "3",
-          "4",
-          "4"
-         ],
-         "y": [
-          237.75,
-          237.75,
-          237.75,
-          237.75,
-          237.75,
-          237.75,
-          237.75
-         ]
-        },
-        {
-         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "line": {
-           "color": "#B2182B",
-           "width": 0.5
-          },
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Beyond Limits",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "3"
-         ],
-         "y": {
-          "bdata": "PQrXo3DNbUCF61G4HsVtQKRwPQrXm21A",
-          "dtype": "f8"
-         }
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "bgcolor": "rgba(255,255,255,0.8)",
-          "borderpad": 3,
-          "font": {
-           "color": "gray",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "Process limits vary by subgroup size (n)",
-          "x": 0.02,
-          "xref": "paper",
-          "y": 0.98,
-          "yref": "paper"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "CL = 237.8",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "paper",
-          "y": 1.04,
-          "yanchor": "bottom",
-          "yref": "paper"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 400,
-        "hovermode": "x unified",
-        "margin": {
-         "b": 80
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 237.83,
-          "y1": 237.83
-         }
-        ],
-        "showlegend": false,
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "X̄ Chart of R6 (Design Factor Main Effects) Recentered"
-        },
-        "width": 1000,
-        "xaxis": {
-         "automargin": true,
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Factor 1"
-         },
-         "type": "category"
-        },
-        "yaxis": {
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Sample Average"
-         },
-         "zeroline": false
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds3_val.execute(\n",
-    "    chart='Xbar',\n",
-    "    by=[pb.cols.FACTOR_1],\n",
-    "    value='R6',\n",
-    "    recentered=True\n",
-    ").plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Process Design Design Factor Main Effects — Factor 1 Sample Standard Deviations (Slide 25)\n",
-    "\n",
-    "Bishop's reference: **CL = 0.71**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 35,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:04.026370Z",
-     "iopub.status.busy": "2026-08-31T22:38:04.026309Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.037011Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.036738Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.0
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "S",
-         "opacity": 1.0,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "3",
-          "4"
-         ],
-         "y": {
-          "bdata": "FK5H4XoU5j8UrkfhehTmP6RwPQrXo+g/ZmZmZmZm5j8=",
-          "dtype": "f8"
-         }
-        },
-        {
-         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "UPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "2",
-          "3",
-          "3",
-          "4",
-          "4"
-         ],
-         "y": [
-          0.77,
-          0.77,
-          0.77,
-          0.77,
-          0.77,
-          0.77,
-          0.77
-         ]
-        },
-        {
-         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "LPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "2",
-          "3",
-          "3",
-          "4",
-          "4"
-         ],
-         "y": [
-          0.66,
-          0.66,
-          0.66,
-          0.66,
-          0.66,
-          0.66,
-          0.66
-         ]
-        },
-        {
-         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "line": {
-           "color": "#B2182B",
-           "width": 0.5
-          },
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Beyond Limits",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "3"
-         ],
-         "y": {
-          "bdata": "pHA9Ctej6D8=",
-          "dtype": "f8"
-         }
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "bgcolor": "rgba(255,255,255,0.8)",
-          "borderpad": 3,
-          "font": {
-           "color": "gray",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "Process limits vary by subgroup size (n)",
-          "x": 0.02,
-          "xref": "paper",
-          "y": 0.98,
-          "yref": "paper"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "CL = 0.710",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "paper",
-          "y": 1.04,
-          "yanchor": "bottom",
-          "yref": "paper"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 400,
-        "hovermode": "x unified",
-        "margin": {
-         "b": 80
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 0.71,
-          "y1": 0.71
-         }
-        ],
-        "showlegend": false,
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "S Chart of R6 (Design Factor Main Effects)"
-        },
-        "width": 1000,
-        "xaxis": {
-         "automargin": true,
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Factor 1"
-         },
-         "type": "category"
-        },
-        "yaxis": {
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Sample Standard Deviation"
-         },
-         "zeroline": false
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds3_val.execute(\n",
-    "    chart='S',\n",
-    "    by=[pb.cols.FACTOR_1],\n",
-    "    value='R6'\n",
-    ").plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Process Design Design Factor Main Effects — Factor 2 Sample Averages (Slide 26)\n",
-    "\n",
-    "Bishop's reference: **CL = 237.82**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 36,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:04.038018Z",
-     "iopub.status.busy": "2026-08-31T22:38:04.037964Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.048769Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.048468Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.0
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "Xbar",
-         "opacity": 1.0,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2"
-         ],
-         "y": {
-          "bdata": "PQrXo3CtbUDXo3A9CsdtQA==",
-          "dtype": "f8"
-         }
-        },
-        {
-         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "UPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "2"
-         ],
-         "y": [
-          237.88,
-          237.88,
-          237.88
-         ]
-        },
-        {
-         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "LPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "2"
-         ],
-         "y": [
-          237.77,
-          237.77,
-          237.77
-         ]
-        },
-        {
-         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "line": {
-           "color": "#B2182B",
-           "width": 0.5
-          },
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Beyond Limits",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2"
-         ],
-         "y": {
-          "bdata": "PQrXo3CtbUDXo3A9CsdtQA==",
-          "dtype": "f8"
-         }
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "bgcolor": "rgba(255,255,255,0.8)",
-          "borderpad": 3,
-          "font": {
-           "color": "gray",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "Process limits vary by subgroup size (n)",
-          "x": 0.02,
-          "xref": "paper",
-          "y": 0.98,
-          "yref": "paper"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "CL = 237.8",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "paper",
-          "y": 1.04,
-          "yanchor": "bottom",
-          "yref": "paper"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 400,
-        "hovermode": "x unified",
-        "margin": {
-         "b": 80
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 237.82,
-          "y1": 237.82
-         }
-        ],
-        "showlegend": false,
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "X̄ Chart of R6 (Design Factor Main Effects) Recentered"
-        },
-        "width": 1000,
-        "xaxis": {
-         "automargin": true,
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Factor 2"
-         },
-         "type": "category"
-        },
-        "yaxis": {
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Sample Average"
-         },
-         "zeroline": false
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds3_val.execute(\n",
-    "    chart='Xbar',\n",
-    "    by=[pb.cols.FACTOR_2],\n",
-    "    value='R6',\n",
-    "    recentered=True\n",
-    ").plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Process Design Design Factor Main Effects — Factor 2 Sample Standard Deviations (Slide 27)\n",
-    "\n",
-    "Bishop's reference: **CL = 0.71**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:04.049660Z",
-     "iopub.status.busy": "2026-08-31T22:38:04.049614Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.059562Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.059236Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.0
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "S",
-         "opacity": 1.0,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2"
-         ],
-         "y": {
-          "bdata": "uB6F61G45j+4HoXrUbjmPw==",
-          "dtype": "f8"
-         }
-        },
-        {
-         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "UPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "2"
-         ],
-         "y": [
-          0.75,
-          0.75,
-          0.75
-         ]
-        },
-        {
-         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
-         "line": {
-          "color": "#E31A1C",
-          "dash": "dash",
-          "width": 1.2
-         },
-         "mode": "lines",
-         "name": "LPL (varies)",
-         "showlegend": false,
-         "type": "scatter",
-         "x": [
-          "1",
-          "2",
-          "2"
-         ],
-         "y": [
-          0.67,
-          0.67,
-          0.67
-         ]
-        }
-       ],
-       "layout": {
-        "annotations": [
-         {
-          "bgcolor": "rgba(255,255,255,0.8)",
-          "borderpad": 3,
-          "font": {
-           "color": "gray",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "Process limits vary by subgroup size (n)",
-          "x": 0.02,
-          "xref": "paper",
-          "y": 0.98,
-          "yref": "paper"
-         },
-         {
-          "bgcolor": "rgba(255,255,255,0.7)",
-          "font": {
-           "color": "#333333",
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "CL = 0.710",
-          "x": 1.0,
-          "xanchor": "right",
-          "xref": "paper",
-          "y": 1.04,
-          "yanchor": "bottom",
-          "yref": "paper"
-         }
-        ],
-        "font": {
-         "color": "#333333",
-         "family": "sans-serif",
-         "size": 11
-        },
-        "height": 400,
-        "hovermode": "x unified",
-        "margin": {
-         "b": 80
-        },
-        "paper_bgcolor": "white",
-        "plot_bgcolor": "#EBEBEB",
-        "shapes": [
-         {
-          "line": {
-           "color": "#33A02C",
-           "dash": "solid",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 0.71,
-          "y1": 0.71
-         }
-        ],
-        "showlegend": false,
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermap": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermap"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0.0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1.0,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0.0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1.0,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "S Chart of R6 (Design Factor Main Effects)"
-        },
-        "width": 1000,
-        "xaxis": {
-         "automargin": true,
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Factor 2"
-         },
-         "type": "category"
-        },
-        "yaxis": {
-         "gridcolor": "white",
-         "gridwidth": 1.0,
-         "linecolor": "#EBEBEB",
-         "linewidth": 1.0,
-         "showgrid": true,
-         "showline": true,
-         "title": {
-          "text": "Sample Standard Deviation"
-         },
-         "zeroline": false
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "study_sds3_val.execute(\n",
-    "    chart='S',\n",
-    "    by=[pb.cols.FACTOR_2],\n",
-    "    value='R6'\n",
-    ").plot(theme='ggplot').show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Analysis of PDCxPT Interaction — R3 Residuals Individuals Chart (Slides 28-29)\n",
-    "\n",
-    "Bishop's reference: **CL = 237.81**, **LBL = 234.87**, **UBL = 240.76**"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 38,
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:04.060358Z",
-     "iopub.status.busy": "2026-08-31T22:38:04.060303Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.173413Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.173080Z"
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "customdata": [
-          [
-           "1_1",
-           1,
-           1
-          ],
-          [
-           "1_1",
-           1,
-           2
-          ],
-          [
-           "1_1",
-           1,
-           3
-          ],
-          [
-           "1_1",
-           1,
-           4
-          ],
-          [
-           "1_1",
-           1,
-           5
-          ],
-          [
-           "1_1",
-           2,
-           6
-          ],
-          [
-           "1_1",
-           2,
-           7
-          ],
-          [
-           "1_1",
-           2,
-           9
-          ],
-          [
-           "1_1",
-           2,
-           10
-          ],
-          [
-           "1_1",
-           3,
-           11
-          ],
-          [
-           "1_1",
-           3,
-           13
-          ],
-          [
-           "1_1",
-           4,
-           16
-          ],
-          [
-           "1_1",
-           4,
-           17
-          ],
-          [
-           "1_1",
-           4,
-           18
-          ],
-          [
-           "1_1",
-           4,
-           19
-          ],
-          [
-           "1_1",
-           4,
-           20
-          ],
-          [
-           "1_1",
-           5,
-           21
-          ],
-          [
-           "1_1",
-           5,
-           22
-          ],
-          [
-           "1_1",
-           5,
-           23
-          ],
-          [
-           "1_1",
-           5,
-           24
-          ],
-          [
-           "1_1",
-           5,
-           25
-          ],
-          [
-           "1_1",
-           6,
-           27
-          ],
-          [
-           "1_1",
-           6,
-           28
-          ],
-          [
-           "1_1",
-           6,
-           30
-          ],
-          [
-           "1_1",
-           7,
-           31
-          ],
-          [
-           "1_1",
-           7,
-           32
-          ],
-          [
-           "1_1",
-           7,
-           33
-          ],
-          [
-           "1_1",
-           8,
-           36
-          ],
-          [
-           "1_1",
-           8,
-           37
-          ],
-          [
-           "1_1",
-           8,
-           38
-          ],
-          [
-           "1_1",
-           9,
-           41
-          ],
-          [
-           "1_1",
-           9,
-           42
-          ],
-          [
-           "1_1",
-           9,
-           43
-          ],
-          [
-           "1_1",
-           9,
-           44
-          ],
-          [
-           "1_1",
-           9,
-           45
-          ],
-          [
-           "1_1",
-           10,
-           46
-          ],
-          [
-           "1_1",
-           10,
-           47
-          ],
-          [
-           "1_1",
-           10,
-           48
-          ],
-          [
-           "1_1",
-           10,
-           49
-          ],
-          [
-           "1_1",
-           10,
-           50
-          ],
-          [
-           "1_1",
-           11,
-           51
-          ],
-          [
-           "1_1",
-           11,
-           52
-          ],
-          [
-           "1_1",
-           11,
-           54
-          ],
-          [
-           "1_1",
-           11,
-           55
-          ],
-          [
-           "1_1",
-           12,
-           56
-          ],
-          [
-           "1_1",
-           12,
-           57
-          ],
-          [
-           "1_1",
-           12,
-           59
-          ],
-          [
-           "1_1",
-           13,
-           61
-          ],
-          [
-           "1_1",
-           13,
-           62
-          ],
-          [
-           "1_1",
-           13,
-           63
-          ],
-          [
-           "1_1",
-           13,
-           64
-          ],
-          [
-           "1_1",
-           13,
-           65
-          ],
-          [
-           "1_1",
-           14,
-           66
-          ],
-          [
-           "1_1",
-           14,
-           67
-          ],
-          [
-           "1_1",
-           14,
-           68
-          ],
-          [
-           "1_1",
-           14,
-           69
-          ],
-          [
-           "1_1",
-           15,
-           71
-          ],
-          [
-           "1_1",
-           15,
-           72
-          ],
-          [
-           "1_1",
-           15,
-           73
-          ],
-          [
-           "1_1",
-           15,
-           74
-          ],
-          [
-           "1_1",
-           15,
-           75
-          ],
-          [
-           "1_1",
-           16,
-           76
-          ],
-          [
-           "1_1",
-           16,
-           79
-          ],
-          [
-           "1_1",
-           17,
-           81
-          ],
-          [
-           "1_1",
-           17,
-           82
-          ],
-          [
-           "1_1",
-           17,
-           85
-          ],
-          [
-           "1_1",
-           18,
-           87
-          ],
-          [
-           "1_1",
-           18,
-           90
-          ],
-          [
-           "1_1",
-           19,
-           91
-          ],
-          [
-           "1_1",
-           19,
-           92
-          ],
-          [
-           "1_1",
-           19,
-           93
-          ],
-          [
-           "1_1",
-           19,
-           94
-          ],
-          [
-           "1_1",
-           19,
-           95
-          ],
-          [
-           "1_1",
-           20,
-           96
-          ],
-          [
-           "1_1",
-           20,
-           97
-          ],
-          [
-           "1_1",
-           20,
-           98
-          ],
-          [
-           "1_1",
-           20,
-           100
-          ],
-          [
-           "1_1",
-           21,
-           101
-          ],
-          [
-           "1_1",
-           21,
-           102
-          ],
-          [
-           "1_1",
-           21,
-           103
-          ],
-          [
-           "1_1",
-           21,
-           104
-          ],
-          [
-           "1_1",
-           21,
-           105
-          ],
-          [
-           "1_1",
-           22,
-           109
-          ],
-          [
-           "1_1",
-           22,
-           110
-          ],
-          [
-           "1_1",
-           23,
-           111
-          ],
-          [
-           "1_1",
-           23,
-           113
-          ],
-          [
-           "1_1",
-           23,
-           114
-          ],
-          [
-           "1_1",
-           23,
-           115
-          ],
-          [
-           "1_1",
-           24,
-           116
-          ],
-          [
-           "1_1",
-           24,
-           117
-          ],
-          [
-           "1_1",
-           24,
-           120
-          ],
-          [
-           "1_1",
-           25,
-           122
-          ],
-          [
-           "1_1",
-           25,
-           125
-          ],
-          [
-           "1_1",
-           26,
-           127
-          ],
-          [
-           "1_1",
-           26,
-           128
-          ],
-          [
-           "1_1",
-           26,
-           129
-          ],
-          [
-           "1_1",
-           26,
-           130
-          ],
-          [
-           "1_1",
-           27,
-           131
-          ],
-          [
-           "1_1",
-           27,
-           133
-          ],
-          [
-           "1_1",
-           27,
-           134
-          ],
-          [
-           "1_1",
-           27,
-           135
-          ],
-          [
-           "1_1",
-           28,
-           136
-          ],
-          [
-           "1_1",
-           28,
-           137
-          ],
-          [
-           "1_1",
-           28,
-           140
-          ],
-          [
-           "1_1",
-           29,
-           141
-          ],
-          [
-           "1_1",
-           29,
-           142
-          ],
-          [
-           "1_1",
-           29,
-           143
-          ],
-          [
-           "1_1",
-           29,
-           144
-          ],
-          [
-           "1_1",
-           29,
-           145
-          ],
-          [
-           "1_1",
-           30,
-           146
-          ],
-          [
-           "1_1",
-           30,
-           147
-          ],
-          [
-           "1_1",
-           30,
-           149
-          ],
-          [
-           "1_1",
-           30,
-           150
-          ],
-          [
-           "1_1",
-           31,
-           151
-          ],
-          [
-           "1_1",
-           31,
-           152
-          ],
-          [
-           "1_1",
-           31,
-           154
-          ],
-          [
-           "1_1",
-           32,
-           156
-          ],
-          [
-           "1_1",
-           32,
-           157
-          ],
-          [
-           "1_1",
-           32,
-           159
-          ],
-          [
-           "1_1",
-           33,
-           161
-          ],
-          [
-           "1_1",
-           33,
-           164
-          ],
-          [
-           "1_1",
-           33,
-           165
-          ],
-          [
-           "1_1",
-           34,
-           166
-          ],
-          [
-           "1_1",
-           34,
-           167
-          ],
-          [
-           "1_1",
-           34,
-           168
-          ],
-          [
-           "1_1",
-           34,
-           170
-          ],
-          [
-           "1_1",
-           35,
-           174
-          ],
-          [
-           "1_1",
-           35,
-           175
-          ],
-          [
-           "1_1",
-           36,
-           176
-          ],
-          [
-           "1_1",
-           36,
-           177
-          ],
-          [
-           "1_1",
-           36,
-           178
-          ],
-          [
-           "1_1",
-           36,
-           179
-          ],
-          [
-           "1_1",
-           37,
-           182
-          ],
-          [
-           "1_1",
-           37,
-           184
-          ],
-          [
-           "1_1",
-           38,
-           186
-          ],
-          [
-           "1_1",
-           38,
-           188
-          ],
-          [
-           "1_1",
-           38,
-           189
-          ],
-          [
-           "1_1",
-           38,
-           190
-          ],
-          [
-           "1_1",
-           39,
-           191
-          ],
-          [
-           "1_1",
-           39,
-           192
-          ],
-          [
-           "1_1",
-           39,
-           193
-          ],
-          [
-           "1_1",
-           39,
-           194
-          ],
-          [
-           "1_1",
-           39,
-           195
-          ],
-          [
-           "1_1",
-           40,
-           196
-          ],
-          [
-           "1_1",
-           40,
-           197
-          ],
-          [
-           "1_1",
-           40,
-           198
-          ],
-          [
-           "1_1",
-           40,
-           199
-          ],
-          [
-           "1_1",
-           41,
-           201
-          ],
-          [
-           "1_1",
-           41,
-           204
-          ],
-          [
-           "1_1",
-           42,
-           207
-          ],
-          [
-           "1_1",
-           42,
-           208
-          ],
-          [
-           "1_1",
-           43,
-           211
-          ],
-          [
-           "1_1",
-           43,
-           213
-          ],
-          [
-           "1_1",
-           43,
-           214
-          ],
-          [
-           "1_1",
-           43,
-           215
-          ],
-          [
-           "1_1",
-           44,
-           216
-          ],
-          [
-           "1_1",
-           44,
-           217
-          ],
-          [
-           "1_1",
-           44,
-           218
-          ],
-          [
-           "1_1",
-           44,
-           219
-          ],
-          [
-           "1_1",
-           45,
-           221
-          ],
-          [
-           "1_1",
-           45,
-           222
-          ],
-          [
-           "1_1",
-           45,
-           223
-          ],
-          [
-           "1_1",
-           45,
-           224
-          ],
-          [
-           "1_1",
-           45,
-           225
-          ],
-          [
-           "1_1",
-           46,
-           226
-          ],
-          [
-           "1_1",
-           46,
-           227
-          ],
-          [
-           "1_1",
-           46,
-           228
-          ],
-          [
-           "1_1",
-           46,
-           229
-          ],
-          [
-           "1_1",
-           47,
-           231
-          ],
-          [
-           "1_1",
-           47,
-           233
-          ],
-          [
-           "1_1",
-           47,
-           234
-          ],
-          [
-           "1_1",
-           47,
-           235
-          ],
-          [
-           "1_1",
-           48,
-           236
-          ],
-          [
-           "1_1",
-           48,
-           237
-          ],
-          [
-           "1_1",
-           48,
-           238
-          ],
-          [
-           "1_1",
-           49,
-           241
-          ],
-          [
-           "1_1",
-           49,
-           243
-          ],
-          [
-           "1_1",
-           49,
-           244
-          ],
-          [
-           "1_1",
-           49,
-           245
-          ],
-          [
-           "1_1",
-           50,
-           246
-          ],
-          [
-           "1_1",
-           50,
-           249
-          ],
-          [
-           "1_1",
-           50,
-           250
-          ],
-          [
-           "1_1",
-           51,
-           251
-          ],
-          [
-           "1_1",
-           51,
-           255
-          ],
-          [
-           "1_1",
-           52,
-           256
-          ],
-          [
-           "1_1",
-           52,
-           258
-          ],
-          [
-           "1_1",
-           52,
-           259
-          ],
-          [
-           "1_1",
-           53,
-           261
-          ],
-          [
-           "1_1",
-           53,
-           262
-          ],
-          [
-           "1_1",
-           53,
-           263
-          ],
-          [
-           "1_1",
-           53,
-           265
-          ],
-          [
-           "1_1",
-           54,
-           266
-          ],
-          [
-           "1_1",
-           54,
-           267
-          ],
-          [
-           "1_1",
-           54,
-           268
-          ],
-          [
-           "1_1",
-           54,
-           269
-          ],
-          [
-           "1_1",
-           55,
-           271
-          ],
-          [
-           "1_1",
-           55,
-           272
-          ],
-          [
-           "1_1",
-           55,
-           273
-          ],
-          [
-           "1_1",
-           56,
-           277
-          ],
-          [
-           "1_1",
-           56,
-           278
-          ],
-          [
-           "1_1",
-           56,
-           279
-          ],
-          [
-           "1_1",
-           56,
-           280
-          ],
-          [
-           "1_1",
-           57,
-           281
-          ],
-          [
-           "1_1",
-           57,
-           282
-          ],
-          [
-           "1_1",
-           57,
-           283
-          ],
-          [
-           "1_1",
-           57,
-           284
-          ],
-          [
-           "1_1",
-           57,
-           285
-          ],
-          [
-           "1_1",
-           58,
-           286
-          ],
-          [
-           "1_1",
-           58,
-           287
-          ],
-          [
-           "1_1",
-           58,
-           288
-          ],
-          [
-           "1_1",
-           58,
-           289
-          ],
-          [
-           "1_1",
-           58,
-           290
-          ],
-          [
-           "1_1",
-           59,
-           291
-          ],
-          [
-           "1_1",
-           59,
-           292
-          ],
-          [
-           "1_1",
-           59,
-           293
-          ],
-          [
-           "1_1",
-           59,
-           294
-          ],
-          [
-           "1_1",
-           59,
-           295
-          ],
-          [
-           "1_1",
-           60,
-           296
-          ],
-          [
-           "1_1",
-           60,
-           297
-          ],
-          [
-           "1_1",
-           60,
-           298
-          ],
-          [
-           "1_1",
-           60,
-           299
-          ],
-          [
-           "1_1",
-           60,
-           300
-          ],
-          [
-           "1_1",
-           61,
-           301
-          ],
-          [
-           "1_1",
-           61,
-           302
-          ],
-          [
-           "1_1",
-           61,
-           303
-          ],
-          [
-           "1_1",
-           62,
-           306
-          ],
-          [
-           "1_1",
-           62,
-           307
-          ],
-          [
-           "1_1",
-           62,
-           308
-          ],
-          [
-           "1_1",
-           62,
-           309
-          ],
-          [
-           "1_1",
-           62,
-           310
-          ],
-          [
-           "1_1",
-           63,
-           312
-          ],
-          [
-           "1_1",
-           63,
-           313
-          ],
-          [
-           "1_1",
-           63,
-           314
-          ],
-          [
-           "1_1",
-           63,
-           315
-          ],
-          [
-           "1_1",
-           64,
-           316
-          ],
-          [
-           "1_1",
-           64,
-           318
-          ],
-          [
-           "1_1",
-           64,
-           319
-          ],
-          [
-           "1_1",
-           65,
-           321
-          ],
-          [
-           "1_1",
-           65,
-           322
-          ],
-          [
-           "1_1",
-           65,
-           323
-          ],
-          [
-           "1_1",
-           65,
-           324
-          ],
-          [
-           "1_1",
-           65,
-           325
-          ],
-          [
-           "1_1",
-           66,
-           328
-          ],
-          [
-           "1_1",
-           66,
-           330
-          ],
-          [
-           "1_1",
-           67,
-           331
-          ],
-          [
-           "1_1",
-           67,
-           332
-          ],
-          [
-           "1_1",
-           67,
-           333
-          ],
-          [
-           "1_1",
-           67,
-           335
-          ],
-          [
-           "1_1",
-           68,
-           337
-          ],
-          [
-           "1_1",
-           68,
-           339
-          ],
-          [
-           "1_1",
-           68,
-           340
-          ],
-          [
-           "1_1",
-           69,
-           341
-          ],
-          [
-           "1_1",
-           69,
-           342
-          ],
-          [
-           "1_1",
-           69,
-           343
-          ],
-          [
-           "1_1",
-           69,
-           345
-          ],
-          [
-           "1_1",
-           70,
-           346
-          ],
-          [
-           "1_1",
-           70,
-           347
-          ],
-          [
-           "1_1",
-           70,
-           348
-          ],
-          [
-           "1_1",
-           70,
-           349
-          ],
-          [
-           "1_1",
-           70,
-           350
-          ],
-          [
-           "1_1",
-           71,
-           351
-          ],
-          [
-           "1_1",
-           71,
-           353
-          ],
-          [
-           "1_1",
-           71,
-           354
-          ],
-          [
-           "1_1",
-           72,
-           357
-          ],
-          [
-           "1_1",
-           72,
-           358
-          ],
-          [
-           "1_1",
-           72,
-           359
-          ],
-          [
-           "1_1",
-           72,
-           360
-          ],
-          [
-           "1_1",
-           73,
-           363
-          ],
-          [
-           "1_1",
-           73,
-           364
-          ],
-          [
-           "1_1",
-           74,
-           368
-          ],
-          [
-           "1_1",
-           74,
-           369
-          ],
-          [
-           "1_1",
-           75,
-           371
-          ],
-          [
-           "1_1",
-           75,
-           372
-          ],
-          [
-           "1_1",
-           75,
-           373
-          ],
-          [
-           "1_1",
-           75,
-           374
-          ],
-          [
-           "1_1",
-           75,
-           375
-          ],
-          [
-           "1_1",
-           76,
-           376
-          ],
-          [
-           "1_1",
-           76,
-           377
-          ],
-          [
-           "1_1",
-           76,
-           378
-          ],
-          [
-           "1_1",
-           76,
-           379
-          ],
-          [
-           "1_1",
-           76,
-           380
-          ],
-          [
-           "1_1",
-           77,
-           381
-          ],
-          [
-           "1_1",
-           77,
-           382
-          ],
-          [
-           "1_1",
-           77,
-           384
-          ],
-          [
-           "1_1",
-           77,
-           385
-          ],
-          [
-           "1_1",
-           78,
-           387
-          ],
-          [
-           "1_1",
-           78,
-           388
-          ],
-          [
-           "1_1",
-           78,
-           389
-          ],
-          [
-           "1_1",
-           78,
-           390
-          ],
-          [
-           "1_1",
-           79,
-           391
-          ],
-          [
-           "1_1",
-           79,
-           392
-          ],
-          [
-           "1_1",
-           79,
-           394
-          ],
-          [
-           "1_1",
-           79,
-           395
-          ],
-          [
-           "1_1",
-           80,
-           396
-          ],
-          [
-           "1_1",
-           80,
-           397
-          ],
-          [
-           "1_1",
-           80,
-           398
-          ],
-          [
-           "1_1",
-           80,
-           399
-          ],
-          [
-           "1_1",
-           80,
-           400
-          ],
-          [
-           "1_1",
-           81,
-           401
-          ],
-          [
-           "1_1",
-           81,
-           403
-          ],
-          [
-           "1_1",
-           81,
-           404
-          ],
-          [
-           "1_1",
-           82,
-           406
-          ],
-          [
-           "1_1",
-           82,
-           408
-          ],
-          [
-           "1_1",
-           82,
-           409
-          ],
-          [
-           "1_1",
-           82,
-           410
-          ],
-          [
-           "1_1",
-           83,
-           411
-          ],
-          [
-           "1_1",
-           83,
-           412
-          ],
-          [
-           "1_1",
-           83,
-           413
-          ],
-          [
-           "1_1",
-           83,
-           415
-          ],
-          [
-           "1_1",
-           84,
-           416
-          ],
-          [
-           "1_1",
-           84,
-           418
-          ],
-          [
-           "1_1",
-           84,
-           419
-          ],
-          [
-           "1_1",
-           84,
-           420
-          ],
-          [
-           "1_1",
-           85,
-           422
-          ],
-          [
-           "1_1",
-           85,
-           423
-          ],
-          [
-           "1_1",
-           85,
-           424
-          ],
-          [
-           "1_1",
-           85,
-           425
-          ],
-          [
-           "1_1",
-           86,
-           426
-          ],
-          [
-           "1_1",
-           86,
-           428
-          ],
-          [
-           "1_1",
-           86,
-           429
-          ],
-          [
-           "1_1",
-           87,
-           431
-          ],
-          [
-           "1_1",
-           87,
-           432
-          ],
-          [
-           "1_1",
-           87,
-           433
-          ],
-          [
-           "1_1",
-           87,
-           434
-          ],
-          [
-           "1_1",
-           87,
-           435
-          ],
-          [
-           "1_1",
-           88,
-           437
-          ],
-          [
-           "1_1",
-           88,
-           438
-          ],
-          [
-           "1_1",
-           88,
-           439
-          ],
-          [
-           "1_1",
-           88,
-           440
-          ],
-          [
-           "1_1",
-           89,
-           441
-          ],
-          [
-           "1_1",
-           89,
-           442
-          ],
-          [
-           "1_1",
-           89,
-           443
-          ],
-          [
-           "1_1",
-           89,
-           444
-          ],
-          [
-           "1_1",
-           89,
-           445
-          ],
-          [
-           "1_1",
-           90,
-           446
-          ],
-          [
-           "1_1",
-           90,
-           448
-          ],
-          [
-           "1_1",
-           90,
-           449
-          ],
-          [
-           "1_1",
-           91,
-           452
-          ],
-          [
-           "1_1",
-           91,
-           453
-          ],
-          [
-           "1_1",
-           91,
-           454
-          ],
-          [
-           "1_1",
-           91,
-           455
-          ],
-          [
-           "1_1",
-           92,
-           458
-          ],
-          [
-           "1_1",
-           92,
-           459
-          ],
-          [
-           "1_1",
-           92,
-           460
-          ],
-          [
-           "1_1",
-           93,
-           462
-          ],
-          [
-           "1_1",
-           93,
-           464
-          ],
-          [
-           "1_1",
-           93,
-           465
-          ],
-          [
-           "1_1",
-           94,
-           466
-          ],
-          [
-           "1_1",
-           94,
-           467
-          ],
-          [
-           "1_1",
-           94,
-           468
-          ],
-          [
-           "1_1",
-           94,
-           469
-          ],
-          [
-           "1_1",
-           94,
-           470
-          ],
-          [
-           "1_1",
-           95,
-           471
-          ],
-          [
-           "1_1",
-           95,
-           472
-          ],
-          [
-           "1_1",
-           95,
-           473
-          ],
-          [
-           "1_1",
-           95,
-           474
-          ],
-          [
-           "1_1",
-           96,
-           476
-          ],
-          [
-           "1_1",
-           96,
-           478
-          ],
-          [
-           "1_1",
-           96,
-           479
-          ],
-          [
-           "1_1",
-           96,
-           480
-          ],
-          [
-           "1_1",
-           97,
-           481
-          ],
-          [
-           "1_1",
-           97,
-           482
-          ],
-          [
-           "1_1",
-           97,
-           483
-          ],
-          [
-           "1_1",
-           97,
-           484
-          ],
-          [
-           "1_1",
-           97,
-           485
-          ],
-          [
-           "1_1",
-           98,
-           486
-          ],
-          [
-           "1_1",
-           98,
-           488
-          ],
-          [
-           "1_1",
-           98,
-           489
-          ],
-          [
-           "1_1",
-           98,
-           490
-          ],
-          [
-           "1_1",
-           99,
-           491
-          ],
-          [
-           "1_1",
-           99,
-           493
-          ],
-          [
-           "1_1",
-           99,
-           494
-          ],
-          [
-           "1_1",
-           99,
-           495
-          ],
-          [
-           "1_1",
-           100,
-           496
-          ],
-          [
-           "1_1",
-           100,
-           498
-          ],
-          [
-           "1_1",
-           100,
-           499
-          ],
-          [
-           "1_2",
-           1,
-           503
-          ],
-          [
-           "1_2",
-           1,
-           504
-          ],
-          [
-           "1_2",
-           1,
-           505
-          ],
-          [
-           "1_2",
-           2,
-           506
-          ],
-          [
-           "1_2",
-           2,
-           510
-          ],
-          [
-           "1_2",
-           3,
-           513
-          ],
-          [
-           "1_2",
-           3,
-           514
-          ],
-          [
-           "1_2",
-           3,
-           515
-          ],
-          [
-           "1_2",
-           4,
-           516
-          ],
-          [
-           "1_2",
-           4,
-           517
-          ],
-          [
-           "1_2",
-           4,
-           518
-          ],
-          [
-           "1_2",
-           4,
-           519
-          ],
-          [
-           "1_2",
-           4,
-           520
-          ],
-          [
-           "1_2",
-           5,
-           522
-          ],
-          [
-           "1_2",
-           5,
-           524
-          ],
-          [
-           "1_2",
-           5,
-           525
-          ],
-          [
-           "1_2",
-           6,
-           526
-          ],
-          [
-           "1_2",
-           6,
-           527
-          ],
-          [
-           "1_2",
-           6,
-           529
-          ],
-          [
-           "1_2",
-           6,
-           530
-          ],
-          [
-           "1_2",
-           7,
-           532
-          ],
-          [
-           "1_2",
-           7,
-           534
-          ],
-          [
-           "1_2",
-           8,
-           536
-          ],
-          [
-           "1_2",
-           8,
-           539
-          ],
-          [
-           "1_2",
-           8,
-           540
-          ],
-          [
-           "1_2",
-           9,
-           541
-          ],
-          [
-           "1_2",
-           9,
-           542
-          ],
-          [
-           "1_2",
-           9,
-           543
-          ],
-          [
-           "1_2",
-           9,
-           544
-          ],
-          [
-           "1_2",
-           9,
-           545
-          ],
-          [
-           "1_2",
-           10,
-           547
-          ],
-          [
-           "1_2",
-           10,
-           549
-          ],
-          [
-           "1_2",
-           10,
-           550
-          ],
-          [
-           "1_2",
-           11,
-           551
-          ],
-          [
-           "1_2",
-           11,
-           553
-          ],
-          [
-           "1_2",
-           11,
-           554
-          ],
-          [
-           "1_2",
-           12,
-           557
-          ],
-          [
-           "1_2",
-           12,
-           558
-          ],
-          [
-           "1_2",
-           12,
-           559
-          ],
-          [
-           "1_2",
-           12,
-           560
-          ],
-          [
-           "1_2",
-           13,
-           562
-          ],
-          [
-           "1_2",
-           13,
-           564
-          ],
-          [
-           "1_2",
-           13,
-           565
-          ],
-          [
-           "1_2",
-           14,
-           566
-          ],
-          [
-           "1_2",
-           14,
-           568
-          ],
-          [
-           "1_2",
-           14,
-           569
-          ],
-          [
-           "1_2",
-           15,
-           572
-          ],
-          [
-           "1_2",
-           15,
-           574
-          ],
-          [
-           "1_2",
-           15,
-           575
-          ],
-          [
-           "1_2",
-           16,
-           576
-          ],
-          [
-           "1_2",
-           16,
-           577
-          ],
-          [
-           "1_2",
-           16,
-           578
-          ],
-          [
-           "1_2",
-           16,
-           579
-          ],
-          [
-           "1_2",
-           16,
-           580
-          ],
-          [
-           "1_2",
-           17,
-           581
-          ],
-          [
-           "1_2",
-           17,
-           582
-          ],
-          [
-           "1_2",
-           17,
-           583
-          ],
-          [
-           "1_2",
-           17,
-           585
-          ],
-          [
-           "1_2",
-           18,
-           587
-          ],
-          [
-           "1_2",
-           18,
-           588
-          ],
-          [
-           "1_2",
-           18,
-           589
-          ],
-          [
-           "1_2",
-           19,
-           591
-          ],
-          [
-           "1_2",
-           19,
-           594
-          ],
-          [
-           "1_2",
-           20,
-           597
-          ],
-          [
-           "1_2",
-           20,
-           598
-          ],
-          [
-           "1_2",
-           20,
-           600
-          ],
-          [
-           "1_2",
-           21,
-           601
-          ],
-          [
-           "1_2",
-           21,
-           602
-          ],
-          [
-           "1_2",
-           21,
-           603
-          ],
-          [
-           "1_2",
-           21,
-           604
-          ],
-          [
-           "1_2",
-           21,
-           605
-          ],
-          [
-           "1_2",
-           22,
-           606
-          ],
-          [
-           "1_2",
-           22,
-           608
-          ],
-          [
-           "1_2",
-           22,
-           609
-          ],
-          [
-           "1_2",
-           22,
-           610
-          ],
-          [
-           "1_2",
-           23,
-           611
-          ],
-          [
-           "1_2",
-           23,
-           613
-          ],
-          [
-           "1_2",
-           23,
-           614
-          ],
-          [
-           "1_2",
-           23,
-           615
-          ],
-          [
-           "1_2",
-           24,
-           617
-          ],
-          [
-           "1_2",
-           24,
-           618
-          ],
-          [
-           "1_2",
-           24,
-           619
-          ],
-          [
-           "1_2",
-           24,
-           620
-          ],
-          [
-           "1_2",
-           25,
-           621
-          ],
-          [
-           "1_2",
-           25,
-           622
-          ],
-          [
-           "1_2",
-           25,
-           623
-          ],
-          [
-           "1_2",
-           25,
-           624
-          ],
-          [
-           "1_2",
-           25,
-           625
-          ],
-          [
-           "1_2",
-           26,
-           626
-          ],
-          [
-           "1_2",
-           26,
-           627
-          ],
-          [
-           "1_2",
-           26,
-           628
-          ],
-          [
-           "1_2",
-           26,
-           629
-          ],
-          [
-           "1_2",
-           26,
-           630
-          ],
-          [
-           "1_2",
-           27,
-           631
-          ],
-          [
-           "1_2",
-           27,
-           632
-          ],
-          [
-           "1_2",
-           27,
-           633
-          ],
-          [
-           "1_2",
-           27,
-           635
-          ],
-          [
-           "1_2",
-           28,
-           636
-          ],
-          [
-           "1_2",
-           28,
-           637
-          ],
-          [
-           "1_2",
-           28,
-           638
-          ],
-          [
-           "1_2",
-           28,
-           640
-          ],
-          [
-           "1_2",
-           29,
-           641
-          ],
-          [
-           "1_2",
-           29,
-           642
-          ],
-          [
-           "1_2",
-           29,
-           644
-          ],
-          [
-           "1_2",
-           29,
-           645
-          ],
-          [
-           "1_2",
-           30,
-           647
-          ],
-          [
-           "1_2",
-           31,
-           654
-          ],
-          [
-           "1_2",
-           32,
-           657
-          ],
-          [
-           "1_2",
-           32,
-           658
-          ],
-          [
-           "1_2",
-           32,
-           659
-          ],
-          [
-           "1_2",
-           32,
-           660
-          ],
-          [
-           "1_2",
-           33,
-           661
-          ],
-          [
-           "1_2",
-           33,
-           662
-          ],
-          [
-           "1_2",
-           33,
-           664
-          ],
-          [
-           "1_2",
-           33,
-           665
-          ],
-          [
-           "1_2",
-           34,
-           667
-          ],
-          [
-           "1_2",
-           34,
-           668
-          ],
-          [
-           "1_2",
-           34,
-           669
-          ],
-          [
-           "1_2",
-           34,
-           670
-          ],
-          [
-           "1_2",
-           35,
-           671
-          ],
-          [
-           "1_2",
-           35,
-           672
-          ],
-          [
-           "1_2",
-           35,
-           674
-          ],
-          [
-           "1_2",
-           36,
-           676
-          ],
-          [
-           "1_2",
-           36,
-           678
-          ],
-          [
-           "1_2",
-           36,
-           679
-          ],
-          [
-           "1_2",
-           37,
-           681
-          ],
-          [
-           "1_2",
-           37,
-           682
-          ],
-          [
-           "1_2",
-           37,
-           683
-          ],
-          [
-           "1_2",
-           37,
-           684
-          ],
-          [
-           "1_2",
-           37,
-           685
-          ],
-          [
-           "1_2",
-           38,
-           686
-          ],
-          [
-           "1_2",
-           38,
-           687
-          ],
-          [
-           "1_2",
-           38,
-           688
-          ],
-          [
-           "1_2",
-           38,
-           689
-          ],
-          [
-           "1_2",
-           38,
-           690
-          ],
-          [
-           "1_2",
-           39,
-           692
-          ],
-          [
-           "1_2",
-           39,
-           693
-          ],
-          [
-           "1_2",
-           39,
-           694
-          ],
-          [
-           "1_2",
-           39,
-           695
-          ],
-          [
-           "1_2",
-           40,
-           698
-          ],
-          [
-           "1_2",
-           40,
-           699
-          ],
-          [
-           "1_2",
-           40,
-           700
-          ],
-          [
-           "1_2",
-           41,
-           702
-          ],
-          [
-           "1_2",
-           41,
-           703
-          ],
-          [
-           "1_2",
-           42,
-           706
-          ],
-          [
-           "1_2",
-           42,
-           707
-          ],
-          [
-           "1_2",
-           42,
-           708
-          ],
-          [
-           "1_2",
-           42,
-           710
-          ],
-          [
-           "1_2",
-           43,
-           711
-          ],
-          [
-           "1_2",
-           43,
-           715
-          ],
-          [
-           "1_2",
-           44,
-           717
-          ],
-          [
-           "1_2",
-           44,
-           718
-          ],
-          [
-           "1_2",
-           44,
-           719
-          ],
-          [
-           "1_2",
-           45,
-           722
-          ],
-          [
-           "1_2",
-           45,
-           723
-          ],
-          [
-           "1_2",
-           45,
-           724
-          ],
-          [
-           "1_2",
-           45,
-           725
-          ],
-          [
-           "1_2",
-           46,
-           726
-          ],
-          [
-           "1_2",
-           46,
-           727
-          ],
-          [
-           "1_2",
-           46,
-           728
-          ],
-          [
-           "1_2",
-           46,
-           729
-          ],
-          [
-           "1_2",
-           46,
-           730
-          ],
-          [
-           "1_2",
-           47,
-           731
-          ],
-          [
-           "1_2",
-           47,
-           733
-          ],
-          [
-           "1_2",
-           47,
-           734
-          ],
-          [
-           "1_2",
-           47,
-           735
-          ],
-          [
-           "1_2",
-           48,
-           736
-          ],
-          [
-           "1_2",
-           48,
-           737
-          ],
-          [
-           "1_2",
-           48,
-           738
-          ],
-          [
-           "1_2",
-           48,
-           739
-          ],
-          [
-           "1_2",
-           48,
-           740
-          ],
-          [
-           "1_2",
-           49,
-           741
-          ],
-          [
-           "1_2",
-           49,
-           742
-          ],
-          [
-           "1_2",
-           49,
-           743
-          ],
-          [
-           "1_2",
-           49,
-           744
-          ],
-          [
-           "1_2",
-           50,
-           746
-          ],
-          [
-           "1_2",
-           50,
-           747
-          ],
-          [
-           "1_2",
-           50,
-           749
-          ],
-          [
-           "1_2",
-           51,
-           751
-          ],
-          [
-           "1_2",
-           51,
-           752
-          ],
-          [
-           "1_2",
-           51,
-           753
-          ],
-          [
-           "1_2",
-           51,
-           754
-          ],
-          [
-           "1_2",
-           51,
-           755
-          ],
-          [
-           "1_2",
-           52,
-           756
-          ],
-          [
-           "1_2",
-           52,
-           757
-          ],
-          [
-           "1_2",
-           52,
-           758
-          ],
-          [
-           "1_2",
-           52,
-           759
-          ],
-          [
-           "1_2",
-           52,
-           760
-          ],
-          [
-           "1_2",
-           53,
-           761
-          ],
-          [
-           "1_2",
-           53,
-           762
-          ],
-          [
-           "1_2",
-           53,
-           763
-          ],
-          [
-           "1_2",
-           53,
-           764
-          ],
-          [
-           "1_2",
-           54,
-           767
-          ],
-          [
-           "1_2",
-           54,
-           769
-          ],
-          [
-           "1_2",
-           54,
-           770
-          ],
-          [
-           "1_2",
-           55,
-           771
-          ],
-          [
-           "1_2",
-           55,
-           772
-          ],
-          [
-           "1_2",
-           55,
-           773
-          ],
-          [
-           "1_2",
-           55,
-           774
-          ],
-          [
-           "1_2",
-           55,
-           775
-          ],
-          [
-           "1_2",
-           56,
-           777
-          ],
-          [
-           "1_2",
-           56,
-           778
-          ],
-          [
-           "1_2",
-           56,
-           779
-          ],
-          [
-           "1_2",
-           56,
-           780
-          ],
-          [
-           "1_2",
-           57,
-           781
-          ],
-          [
-           "1_2",
-           57,
-           782
-          ],
-          [
-           "1_2",
-           57,
-           783
-          ],
-          [
-           "1_2",
-           57,
-           784
-          ],
-          [
-           "1_2",
-           57,
-           785
-          ],
-          [
-           "1_2",
-           58,
-           786
-          ],
-          [
-           "1_2",
-           58,
-           787
-          ],
-          [
-           "1_2",
-           58,
-           788
-          ],
-          [
-           "1_2",
-           58,
-           789
-          ],
-          [
-           "1_2",
-           58,
-           790
-          ],
-          [
-           "1_2",
-           59,
-           792
-          ],
-          [
-           "1_2",
-           59,
-           793
-          ],
-          [
-           "1_2",
-           59,
-           794
-          ],
-          [
-           "1_2",
-           59,
-           795
-          ],
-          [
-           "1_2",
-           60,
-           796
-          ],
-          [
-           "1_2",
-           60,
-           797
-          ],
-          [
-           "1_2",
-           60,
-           798
-          ],
-          [
-           "1_2",
-           60,
-           799
-          ],
-          [
-           "1_2",
-           60,
-           800
-          ],
-          [
-           "1_2",
-           61,
-           801
-          ],
-          [
-           "1_2",
-           61,
-           802
-          ],
-          [
-           "1_2",
-           61,
-           803
-          ],
-          [
-           "1_2",
-           61,
-           804
-          ],
-          [
-           "1_2",
-           61,
-           805
-          ],
-          [
-           "1_2",
-           62,
-           806
-          ],
-          [
-           "1_2",
-           62,
-           807
-          ],
-          [
-           "1_2",
-           62,
-           808
-          ],
-          [
-           "1_2",
-           62,
-           809
-          ],
-          [
-           "1_2",
-           62,
-           810
-          ],
-          [
-           "1_2",
-           63,
-           811
-          ],
-          [
-           "1_2",
-           63,
-           812
-          ],
-          [
-           "1_2",
-           63,
-           813
-          ],
-          [
-           "1_2",
-           63,
-           814
-          ],
-          [
-           "1_2",
-           63,
-           815
-          ],
-          [
-           "1_2",
-           64,
-           816
-          ],
-          [
-           "1_2",
-           64,
-           818
-          ],
-          [
-           "1_2",
-           64,
-           819
-          ],
-          [
-           "1_2",
-           64,
-           820
-          ],
-          [
-           "1_2",
-           65,
-           821
-          ],
-          [
-           "1_2",
-           65,
-           822
-          ],
-          [
-           "1_2",
-           65,
-           823
-          ],
-          [
-           "1_2",
-           65,
-           824
-          ],
-          [
-           "1_2",
-           65,
-           825
-          ],
-          [
-           "1_2",
-           66,
-           826
-          ],
-          [
-           "1_2",
-           66,
-           828
-          ],
-          [
-           "1_2",
-           66,
-           829
-          ],
-          [
-           "1_2",
-           67,
-           831
-          ],
-          [
-           "1_2",
-           67,
-           832
-          ],
-          [
-           "1_2",
-           67,
-           833
-          ],
-          [
-           "1_2",
-           67,
-           834
-          ],
-          [
-           "1_2",
-           67,
-           835
-          ],
-          [
-           "1_2",
-           68,
-           836
-          ],
-          [
-           "1_2",
-           68,
-           837
-          ],
-          [
-           "1_2",
-           68,
-           838
-          ],
-          [
-           "1_2",
-           68,
-           840
-          ],
-          [
-           "1_2",
-           69,
-           841
-          ],
-          [
-           "1_2",
-           69,
-           843
-          ],
-          [
-           "1_2",
-           69,
-           844
-          ],
-          [
-           "1_2",
-           69,
-           845
-          ],
-          [
-           "1_2",
-           70,
-           848
-          ],
-          [
-           "1_2",
-           70,
-           849
-          ],
-          [
-           "1_2",
-           71,
-           851
-          ],
-          [
-           "1_2",
-           71,
-           852
-          ],
-          [
-           "1_2",
-           71,
-           853
-          ],
-          [
-           "1_2",
-           71,
-           854
-          ],
-          [
-           "1_2",
-           72,
-           856
-          ],
-          [
-           "1_2",
-           72,
-           857
-          ],
-          [
-           "1_2",
-           72,
-           858
-          ],
-          [
-           "1_2",
-           72,
-           859
-          ],
-          [
-           "1_2",
-           72,
-           860
-          ],
-          [
-           "1_2",
-           73,
-           862
-          ],
-          [
-           "1_2",
-           73,
-           863
-          ],
-          [
-           "1_2",
-           73,
-           864
-          ],
-          [
-           "1_2",
-           74,
-           866
-          ],
-          [
-           "1_2",
-           74,
-           867
-          ],
-          [
-           "1_2",
-           74,
-           868
-          ],
-          [
-           "1_2",
-           74,
-           869
-          ],
-          [
-           "1_2",
-           74,
-           870
-          ],
-          [
-           "1_2",
-           75,
-           871
-          ],
-          [
-           "1_2",
-           75,
-           872
-          ],
-          [
-           "1_2",
-           75,
-           873
-          ],
-          [
-           "1_2",
-           76,
-           876
-          ],
-          [
-           "1_2",
-           76,
-           877
-          ],
-          [
-           "1_2",
-           76,
-           878
-          ],
-          [
-           "1_2",
-           76,
-           879
-          ],
-          [
-           "1_2",
-           76,
-           880
-          ],
-          [
-           "1_2",
-           77,
-           881
-          ],
-          [
-           "1_2",
-           77,
-           882
-          ],
-          [
-           "1_2",
-           77,
-           883
-          ],
-          [
-           "1_2",
-           77,
-           884
-          ],
-          [
-           "1_2",
-           77,
-           885
-          ],
-          [
-           "1_2",
-           78,
-           886
-          ],
-          [
-           "1_2",
-           78,
-           887
-          ],
-          [
-           "1_2",
-           78,
-           888
-          ],
-          [
-           "1_2",
-           78,
-           889
-          ],
-          [
-           "1_2",
-           78,
-           890
-          ],
-          [
-           "1_2",
-           79,
-           891
-          ],
-          [
-           "1_2",
-           79,
-           894
-          ],
-          [
-           "1_2",
-           79,
-           895
-          ],
-          [
-           "1_2",
-           80,
-           896
-          ],
-          [
-           "1_2",
-           80,
-           898
-          ],
-          [
-           "1_2",
-           81,
-           902
-          ],
-          [
-           "1_2",
-           81,
-           903
-          ],
-          [
-           "1_2",
-           81,
-           904
-          ],
-          [
-           "1_2",
-           81,
-           905
-          ],
-          [
-           "1_2",
-           82,
-           907
-          ],
-          [
-           "1_2",
-           83,
-           911
-          ],
-          [
-           "1_2",
-           83,
-           912
-          ],
-          [
-           "1_2",
-           83,
-           915
-          ],
-          [
-           "1_2",
-           84,
-           916
-          ],
-          [
-           "1_2",
-           84,
-           917
-          ],
-          [
-           "1_2",
-           84,
-           918
-          ],
-          [
-           "1_2",
-           84,
-           919
-          ],
-          [
-           "1_2",
-           84,
-           920
-          ],
-          [
-           "1_2",
-           85,
-           921
-          ],
-          [
-           "1_2",
-           85,
-           923
-          ],
-          [
-           "1_2",
-           85,
-           925
-          ],
-          [
-           "1_2",
-           86,
-           926
-          ],
-          [
-           "1_2",
-           86,
-           927
-          ],
-          [
-           "1_2",
-           86,
-           928
-          ],
-          [
-           "1_2",
-           86,
-           929
-          ],
-          [
-           "1_2",
-           87,
-           931
-          ],
-          [
-           "1_2",
-           87,
-           933
-          ],
-          [
-           "1_2",
-           87,
-           934
-          ],
-          [
-           "1_2",
-           87,
-           935
-          ],
-          [
-           "1_2",
-           88,
-           936
-          ],
-          [
-           "1_2",
-           88,
-           937
-          ],
-          [
-           "1_2",
-           88,
-           938
-          ],
-          [
-           "1_2",
-           88,
-           939
-          ],
-          [
-           "1_2",
-           88,
-           940
-          ],
-          [
-           "1_2",
-           89,
-           943
-          ],
-          [
-           "1_2",
-           89,
-           944
-          ],
-          [
-           "1_2",
-           89,
-           945
-          ],
-          [
-           "1_2",
-           90,
-           946
-          ],
-          [
-           "1_2",
-           90,
-           947
-          ],
-          [
-           "1_2",
-           90,
-           948
-          ],
-          [
-           "1_2",
-           90,
-           950
-          ],
-          [
-           "1_2",
-           91,
-           951
-          ],
-          [
-           "1_2",
-           91,
-           952
-          ],
-          [
-           "1_2",
-           91,
-           955
-          ],
-          [
-           "1_2",
-           92,
-           959
-          ],
-          [
-           "1_2",
-           92,
-           960
-          ],
-          [
-           "1_2",
-           93,
-           961
-          ],
-          [
-           "1_2",
-           93,
-           963
-          ],
-          [
-           "1_2",
-           93,
-           964
-          ],
-          [
-           "1_2",
-           93,
-           965
-          ],
-          [
-           "1_2",
-           94,
-           967
-          ],
-          [
-           "1_2",
-           94,
-           969
-          ],
-          [
-           "1_2",
-           94,
-           970
-          ],
-          [
-           "1_2",
-           95,
-           971
-          ],
-          [
-           "1_2",
-           95,
-           972
-          ],
-          [
-           "1_2",
-           95,
-           973
-          ],
-          [
-           "1_2",
-           95,
-           974
-          ],
-          [
-           "1_2",
-           95,
-           975
-          ],
-          [
-           "1_2",
-           96,
-           976
-          ],
-          [
-           "1_2",
-           96,
-           977
-          ],
-          [
-           "1_2",
-           96,
-           978
-          ],
-          [
-           "1_2",
-           96,
-           979
-          ],
-          [
-           "1_2",
-           97,
-           981
-          ],
-          [
-           "1_2",
-           97,
-           983
-          ],
-          [
-           "1_2",
-           97,
-           984
-          ],
-          [
-           "1_2",
-           97,
-           985
-          ],
-          [
-           "1_2",
-           98,
-           986
-          ],
-          [
-           "1_2",
-           98,
-           987
-          ],
-          [
-           "1_2",
-           98,
-           988
-          ],
-          [
-           "1_2",
-           98,
-           989
-          ],
-          [
-           "1_2",
-           98,
-           990
-          ],
-          [
-           "1_2",
-           99,
-           992
-          ],
-          [
-           "1_2",
-           99,
-           993
-          ],
-          [
-           "1_2",
-           99,
-           994
-          ],
-          [
-           "1_2",
-           99,
-           995
-          ],
-          [
-           "1_2",
-           100,
-           996
-          ],
-          [
-           "1_2",
-           100,
-           997
-          ],
-          [
-           "1_2",
-           100,
-           998
-          ],
-          [
-           "1_2",
-           100,
-           999
-          ],
-          [
-           "1_2",
-           100,
-           1000
-          ],
-          [
-           "2_1",
-           1,
-           1002
-          ],
-          [
-           "2_1",
-           1,
-           1003
-          ],
-          [
-           "2_1",
-           1,
-           1004
-          ],
-          [
-           "2_1",
-           1,
-           1005
-          ],
-          [
-           "2_1",
-           2,
-           1006
-          ],
-          [
-           "2_1",
-           2,
-           1007
-          ],
-          [
-           "2_1",
-           2,
-           1010
-          ],
-          [
-           "2_1",
-           3,
-           1011
-          ],
-          [
-           "2_1",
-           3,
-           1012
-          ],
-          [
-           "2_1",
-           3,
-           1013
-          ],
-          [
-           "2_1",
-           3,
-           1015
-          ],
-          [
-           "2_1",
-           4,
-           1016
-          ],
-          [
-           "2_1",
-           4,
-           1017
-          ],
-          [
-           "2_1",
-           4,
-           1018
-          ],
-          [
-           "2_1",
-           4,
-           1019
-          ],
-          [
-           "2_1",
-           4,
-           1020
-          ],
-          [
-           "2_1",
-           5,
-           1021
-          ],
-          [
-           "2_1",
-           5,
-           1022
-          ],
-          [
-           "2_1",
-           5,
-           1023
-          ],
-          [
-           "2_1",
-           6,
-           1026
-          ],
-          [
-           "2_1",
-           6,
-           1027
-          ],
-          [
-           "2_1",
-           6,
-           1028
-          ],
-          [
-           "2_1",
-           6,
-           1030
-          ],
-          [
-           "2_1",
-           7,
-           1031
-          ],
-          [
-           "2_1",
-           7,
-           1032
-          ],
-          [
-           "2_1",
-           7,
-           1033
-          ],
-          [
-           "2_1",
-           7,
-           1035
-          ],
-          [
-           "2_1",
-           8,
-           1036
-          ],
-          [
-           "2_1",
-           8,
-           1037
-          ],
-          [
-           "2_1",
-           8,
-           1038
-          ],
-          [
-           "2_1",
-           8,
-           1039
-          ],
-          [
-           "2_1",
-           9,
-           1042
-          ],
-          [
-           "2_1",
-           9,
-           1044
-          ],
-          [
-           "2_1",
-           9,
-           1045
-          ],
-          [
-           "2_1",
-           10,
-           1047
-          ],
-          [
-           "2_1",
-           10,
-           1049
-          ],
-          [
-           "2_1",
-           10,
-           1050
-          ],
-          [
-           "2_1",
-           11,
-           1051
-          ],
-          [
-           "2_1",
-           11,
-           1052
-          ],
-          [
-           "2_1",
-           11,
-           1053
-          ],
-          [
-           "2_1",
-           11,
-           1054
-          ],
-          [
-           "2_1",
-           11,
-           1055
-          ],
-          [
-           "2_1",
-           12,
-           1057
-          ],
-          [
-           "2_1",
-           12,
-           1058
-          ],
-          [
-           "2_1",
-           12,
-           1059
-          ],
-          [
-           "2_1",
-           12,
-           1060
-          ],
-          [
-           "2_1",
-           13,
-           1061
-          ],
-          [
-           "2_1",
-           13,
-           1062
-          ],
-          [
-           "2_1",
-           13,
-           1063
-          ],
-          [
-           "2_1",
-           14,
-           1066
-          ],
-          [
-           "2_1",
-           14,
-           1067
-          ],
-          [
-           "2_1",
-           14,
-           1068
-          ],
-          [
-           "2_1",
-           14,
-           1070
-          ],
-          [
-           "2_1",
-           15,
-           1071
-          ],
-          [
-           "2_1",
-           15,
-           1073
-          ],
-          [
-           "2_1",
-           15,
-           1074
-          ],
-          [
-           "2_1",
-           15,
-           1075
-          ],
-          [
-           "2_1",
-           16,
-           1076
-          ],
-          [
-           "2_1",
-           16,
-           1077
-          ],
-          [
-           "2_1",
-           16,
-           1078
-          ],
-          [
-           "2_1",
-           16,
-           1079
-          ],
-          [
-           "2_1",
-           17,
-           1083
-          ],
-          [
-           "2_1",
-           17,
-           1084
-          ],
-          [
-           "2_1",
-           17,
-           1085
-          ],
-          [
-           "2_1",
-           18,
-           1087
-          ],
-          [
-           "2_1",
-           18,
-           1089
-          ],
-          [
-           "2_1",
-           18,
-           1090
-          ],
-          [
-           "2_1",
-           19,
-           1092
-          ],
-          [
-           "2_1",
-           19,
-           1093
-          ],
-          [
-           "2_1",
-           19,
-           1094
-          ],
-          [
-           "2_1",
-           19,
-           1095
-          ],
-          [
-           "2_1",
-           20,
-           1096
-          ],
-          [
-           "2_1",
-           20,
-           1097
-          ],
-          [
-           "2_1",
-           20,
-           1098
-          ],
-          [
-           "2_1",
-           20,
-           1099
-          ],
-          [
-           "2_1",
-           20,
-           1100
-          ],
-          [
-           "2_1",
-           21,
-           1101
-          ],
-          [
-           "2_1",
-           21,
-           1103
-          ],
-          [
-           "2_1",
-           21,
-           1104
-          ],
-          [
-           "2_1",
-           21,
-           1105
-          ],
-          [
-           "2_1",
-           22,
-           1106
-          ],
-          [
-           "2_1",
-           22,
-           1108
-          ],
-          [
-           "2_1",
-           22,
-           1109
-          ],
-          [
-           "2_1",
-           22,
-           1110
-          ],
-          [
-           "2_1",
-           23,
-           1111
-          ],
-          [
-           "2_1",
-           23,
-           1113
-          ],
-          [
-           "2_1",
-           23,
-           1115
-          ],
-          [
-           "2_1",
-           24,
-           1116
-          ],
-          [
-           "2_1",
-           24,
-           1117
-          ],
-          [
-           "2_1",
-           24,
-           1118
-          ],
-          [
-           "2_1",
-           24,
-           1119
-          ],
-          [
-           "2_1",
-           24,
-           1120
-          ],
-          [
-           "2_1",
-           25,
-           1121
-          ],
-          [
-           "2_1",
-           25,
-           1122
-          ],
-          [
-           "2_1",
-           25,
-           1123
-          ],
-          [
-           "2_1",
-           25,
-           1124
-          ],
-          [
-           "2_1",
-           26,
-           1127
-          ],
-          [
-           "2_1",
-           26,
-           1128
-          ],
-          [
-           "2_1",
-           26,
-           1129
-          ],
-          [
-           "2_1",
-           26,
-           1130
-          ],
-          [
-           "2_1",
-           27,
-           1131
-          ],
-          [
-           "2_1",
-           27,
-           1132
-          ],
-          [
-           "2_1",
-           27,
-           1133
-          ],
-          [
-           "2_1",
-           27,
-           1134
-          ],
-          [
-           "2_1",
-           27,
-           1135
-          ],
-          [
-           "2_1",
-           28,
-           1136
-          ],
-          [
-           "2_1",
-           28,
-           1137
-          ],
-          [
-           "2_1",
-           28,
-           1138
-          ],
-          [
-           "2_1",
-           28,
-           1140
-          ],
-          [
-           "2_1",
-           29,
-           1141
-          ],
-          [
-           "2_1",
-           29,
-           1142
-          ],
-          [
-           "2_1",
-           29,
-           1143
-          ],
-          [
-           "2_1",
-           29,
-           1144
-          ],
-          [
-           "2_1",
-           29,
-           1145
-          ],
-          [
-           "2_1",
-           30,
-           1147
-          ],
-          [
-           "2_1",
-           30,
-           1148
-          ],
-          [
-           "2_1",
-           30,
-           1149
-          ],
-          [
-           "2_1",
-           30,
-           1150
-          ],
-          [
-           "2_1",
-           31,
-           1151
-          ],
-          [
-           "2_1",
-           31,
-           1152
-          ],
-          [
-           "2_1",
-           31,
-           1153
-          ],
-          [
-           "2_1",
-           31,
-           1155
-          ],
-          [
-           "2_1",
-           32,
-           1157
-          ],
-          [
-           "2_1",
-           32,
-           1158
-          ],
-          [
-           "2_1",
-           32,
-           1159
-          ],
-          [
-           "2_1",
-           33,
-           1161
-          ],
-          [
-           "2_1",
-           33,
-           1162
-          ],
-          [
-           "2_1",
-           33,
-           1163
-          ],
-          [
-           "2_1",
-           33,
-           1164
-          ],
-          [
-           "2_1",
-           34,
-           1166
-          ],
-          [
-           "2_1",
-           34,
-           1167
-          ],
-          [
-           "2_1",
-           34,
-           1169
-          ],
-          [
-           "2_1",
-           35,
-           1171
-          ],
-          [
-           "2_1",
-           35,
-           1172
-          ],
-          [
-           "2_1",
-           35,
-           1173
-          ],
-          [
-           "2_1",
-           35,
-           1174
-          ],
-          [
-           "2_1",
-           35,
-           1175
-          ],
-          [
-           "2_1",
-           36,
-           1176
-          ],
-          [
-           "2_1",
-           36,
-           1177
-          ],
-          [
-           "2_1",
-           36,
-           1178
-          ],
-          [
-           "2_1",
-           36,
-           1179
-          ],
-          [
-           "2_1",
-           36,
-           1180
-          ],
-          [
-           "2_1",
-           37,
-           1181
-          ],
-          [
-           "2_1",
-           37,
-           1182
-          ],
-          [
-           "2_1",
-           37,
-           1184
-          ],
-          [
-           "2_1",
-           37,
-           1185
-          ],
-          [
-           "2_1",
-           38,
-           1186
-          ],
-          [
-           "2_1",
-           38,
-           1187
-          ],
-          [
-           "2_1",
-           38,
-           1188
-          ],
-          [
-           "2_1",
-           38,
-           1189
-          ],
-          [
-           "2_1",
-           39,
-           1192
-          ],
-          [
-           "2_1",
-           39,
-           1193
-          ],
-          [
-           "2_1",
-           39,
-           1195
-          ],
-          [
-           "2_1",
-           40,
-           1196
-          ],
-          [
-           "2_1",
-           40,
-           1198
-          ],
-          [
-           "2_1",
-           40,
-           1199
-          ],
-          [
-           "2_1",
-           41,
-           1201
-          ],
-          [
-           "2_1",
-           41,
-           1202
-          ],
-          [
-           "2_1",
-           41,
-           1203
-          ],
-          [
-           "2_1",
-           41,
-           1204
-          ],
-          [
-           "2_1",
-           41,
-           1205
-          ],
-          [
-           "2_1",
-           42,
-           1206
-          ],
-          [
-           "2_1",
-           42,
-           1207
-          ],
-          [
-           "2_1",
-           42,
-           1208
-          ],
-          [
-           "2_1",
-           42,
-           1209
-          ],
-          [
-           "2_1",
-           43,
-           1213
-          ],
-          [
-           "2_1",
-           43,
-           1214
-          ],
-          [
-           "2_1",
-           43,
-           1215
-          ],
-          [
-           "2_1",
-           44,
-           1216
-          ],
-          [
-           "2_1",
-           44,
-           1217
-          ],
-          [
-           "2_1",
-           44,
-           1218
-          ],
-          [
-           "2_1",
-           44,
-           1219
-          ],
-          [
-           "2_1",
-           44,
-           1220
-          ],
-          [
-           "2_1",
-           45,
-           1222
-          ],
-          [
-           "2_1",
-           45,
-           1223
-          ],
-          [
-           "2_1",
-           45,
-           1224
-          ],
-          [
-           "2_1",
-           45,
-           1225
-          ],
-          [
-           "2_1",
-           46,
-           1228
-          ],
-          [
-           "2_1",
-           46,
-           1229
-          ],
-          [
-           "2_1",
-           46,
-           1230
-          ],
-          [
-           "2_1",
-           47,
-           1231
-          ],
-          [
-           "2_1",
-           47,
-           1232
-          ],
-          [
-           "2_1",
-           47,
-           1233
-          ],
-          [
-           "2_1",
-           47,
-           1234
-          ],
-          [
-           "2_1",
-           47,
-           1235
-          ],
-          [
-           "2_1",
-           48,
-           1237
-          ],
-          [
-           "2_1",
-           48,
-           1238
-          ],
-          [
-           "2_1",
-           48,
-           1239
-          ],
-          [
-           "2_1",
-           49,
-           1241
-          ],
-          [
-           "2_1",
-           49,
-           1242
-          ],
-          [
-           "2_1",
-           49,
-           1243
-          ],
-          [
-           "2_1",
-           49,
-           1244
-          ],
-          [
-           "2_1",
-           49,
-           1245
-          ],
-          [
-           "2_1",
-           50,
-           1246
-          ],
-          [
-           "2_1",
-           50,
-           1247
-          ],
-          [
-           "2_1",
-           50,
-           1248
-          ],
-          [
-           "2_1",
-           50,
-           1249
-          ],
-          [
-           "2_1",
-           50,
-           1250
-          ],
-          [
-           "2_1",
-           51,
-           1251
-          ],
-          [
-           "2_1",
-           51,
-           1252
-          ],
-          [
-           "2_1",
-           51,
-           1253
-          ],
-          [
-           "2_1",
-           51,
-           1255
-          ],
-          [
-           "2_1",
-           52,
-           1256
-          ],
-          [
-           "2_1",
-           52,
-           1257
-          ],
-          [
-           "2_1",
-           52,
-           1258
-          ],
-          [
-           "2_1",
-           52,
-           1260
-          ],
-          [
-           "2_1",
-           53,
-           1261
-          ],
-          [
-           "2_1",
-           53,
-           1262
-          ],
-          [
-           "2_1",
-           53,
-           1263
-          ],
-          [
-           "2_1",
-           54,
-           1266
-          ],
-          [
-           "2_1",
-           54,
-           1267
-          ],
-          [
-           "2_1",
-           54,
-           1268
-          ],
-          [
-           "2_1",
-           54,
-           1269
-          ],
-          [
-           "2_1",
-           54,
-           1270
-          ],
-          [
-           "2_1",
-           55,
-           1271
-          ],
-          [
-           "2_1",
-           55,
-           1273
-          ],
-          [
-           "2_1",
-           55,
-           1274
-          ],
-          [
-           "2_1",
-           56,
-           1277
-          ],
-          [
-           "2_1",
-           56,
-           1278
-          ],
-          [
-           "2_1",
-           57,
-           1281
-          ],
-          [
-           "2_1",
-           57,
-           1282
-          ],
-          [
-           "2_1",
-           57,
-           1283
-          ],
-          [
-           "2_1",
-           57,
-           1285
-          ],
-          [
-           "2_1",
-           58,
-           1286
-          ],
-          [
-           "2_1",
-           58,
-           1288
-          ],
-          [
-           "2_1",
-           58,
-           1289
-          ],
-          [
-           "2_1",
-           58,
-           1290
-          ],
-          [
-           "2_1",
-           59,
-           1291
-          ],
-          [
-           "2_1",
-           59,
-           1292
-          ],
-          [
-           "2_1",
-           59,
-           1293
-          ],
-          [
-           "2_1",
-           59,
-           1294
-          ],
-          [
-           "2_1",
-           59,
-           1295
-          ],
-          [
-           "2_1",
-           60,
-           1296
-          ],
-          [
-           "2_1",
-           60,
-           1297
-          ],
-          [
-           "2_1",
-           60,
-           1298
-          ],
-          [
-           "2_1",
-           60,
-           1299
-          ],
-          [
-           "2_1",
-           60,
-           1300
-          ],
-          [
-           "2_1",
-           61,
-           1301
-          ],
-          [
-           "2_1",
-           61,
-           1302
-          ],
-          [
-           "2_1",
-           61,
-           1303
-          ],
-          [
-           "2_1",
-           61,
-           1304
-          ],
-          [
-           "2_1",
-           61,
-           1305
-          ],
-          [
-           "2_1",
-           62,
-           1306
-          ],
-          [
-           "2_1",
-           62,
-           1307
-          ],
-          [
-           "2_1",
-           62,
-           1308
-          ],
-          [
-           "2_1",
-           62,
-           1309
-          ],
-          [
-           "2_1",
-           62,
-           1310
-          ],
-          [
-           "2_1",
-           63,
-           1311
-          ],
-          [
-           "2_1",
-           63,
-           1313
-          ],
-          [
-           "2_1",
-           63,
-           1315
-          ],
-          [
-           "2_1",
-           64,
-           1316
-          ],
-          [
-           "2_1",
-           64,
-           1317
-          ],
-          [
-           "2_1",
-           64,
-           1318
-          ],
-          [
-           "2_1",
-           64,
-           1320
-          ],
-          [
-           "2_1",
-           65,
-           1322
-          ],
-          [
-           "2_1",
-           65,
-           1323
-          ],
-          [
-           "2_1",
-           65,
-           1324
-          ],
-          [
-           "2_1",
-           65,
-           1325
-          ],
-          [
-           "2_1",
-           66,
-           1328
-          ],
-          [
-           "2_1",
-           66,
-           1329
-          ],
-          [
-           "2_1",
-           67,
-           1331
-          ],
-          [
-           "2_1",
-           67,
-           1332
-          ],
-          [
-           "2_1",
-           67,
-           1333
-          ],
-          [
-           "2_1",
-           67,
-           1335
-          ],
-          [
-           "2_1",
-           68,
-           1336
-          ],
-          [
-           "2_1",
-           68,
-           1337
-          ],
-          [
-           "2_1",
-           68,
-           1339
-          ],
-          [
-           "2_1",
-           69,
-           1341
-          ],
-          [
-           "2_1",
-           69,
-           1342
-          ],
-          [
-           "2_1",
-           69,
-           1345
-          ],
-          [
-           "2_1",
-           70,
-           1346
-          ],
-          [
-           "2_1",
-           70,
-           1349
-          ],
-          [
-           "2_1",
-           70,
-           1350
-          ],
-          [
-           "2_1",
-           71,
-           1351
-          ],
-          [
-           "2_1",
-           71,
-           1353
-          ],
-          [
-           "2_1",
-           72,
-           1356
-          ],
-          [
-           "2_1",
-           72,
-           1357
-          ],
-          [
-           "2_1",
-           72,
-           1360
-          ],
-          [
-           "2_1",
-           73,
-           1361
-          ],
-          [
-           "2_1",
-           73,
-           1362
-          ],
-          [
-           "2_1",
-           73,
-           1363
-          ],
-          [
-           "2_1",
-           73,
-           1364
-          ],
-          [
-           "2_1",
-           73,
-           1365
-          ],
-          [
-           "2_1",
-           74,
-           1366
-          ],
-          [
-           "2_1",
-           74,
-           1367
-          ],
-          [
-           "2_1",
-           74,
-           1368
-          ],
-          [
-           "2_1",
-           74,
-           1370
-          ],
-          [
-           "2_1",
-           75,
-           1371
-          ],
-          [
-           "2_1",
-           75,
-           1372
-          ],
-          [
-           "2_1",
-           75,
-           1373
-          ],
-          [
-           "2_1",
-           75,
-           1374
-          ],
-          [
-           "2_1",
-           75,
-           1375
-          ],
-          [
-           "2_1",
-           76,
-           1377
-          ],
-          [
-           "2_1",
-           76,
-           1378
-          ],
-          [
-           "2_1",
-           76,
-           1379
-          ],
-          [
-           "2_1",
-           76,
-           1380
-          ],
-          [
-           "2_1",
-           77,
-           1381
-          ],
-          [
-           "2_1",
-           77,
-           1382
-          ],
-          [
-           "2_1",
-           77,
-           1384
-          ],
-          [
-           "2_1",
-           78,
-           1386
-          ],
-          [
-           "2_1",
-           78,
-           1387
-          ],
-          [
-           "2_1",
-           78,
-           1389
-          ],
-          [
-           "2_1",
-           78,
-           1390
-          ],
-          [
-           "2_1",
-           79,
-           1391
-          ],
-          [
-           "2_1",
-           79,
-           1392
-          ],
-          [
-           "2_1",
-           79,
-           1394
-          ],
-          [
-           "2_1",
-           79,
-           1395
-          ],
-          [
-           "2_1",
-           80,
-           1396
-          ],
-          [
-           "2_1",
-           80,
-           1397
-          ],
-          [
-           "2_1",
-           80,
-           1400
-          ],
-          [
-           "2_1",
-           81,
-           1401
-          ],
-          [
-           "2_1",
-           81,
-           1402
-          ],
-          [
-           "2_1",
-           81,
-           1403
-          ],
-          [
-           "2_1",
-           81,
-           1404
-          ],
-          [
-           "2_1",
-           82,
-           1406
-          ],
-          [
-           "2_1",
-           82,
-           1408
-          ],
-          [
-           "2_1",
-           82,
-           1409
-          ],
-          [
-           "2_1",
-           83,
-           1411
-          ],
-          [
-           "2_1",
-           83,
-           1412
-          ],
-          [
-           "2_1",
-           83,
-           1413
-          ],
-          [
-           "2_1",
-           83,
-           1414
-          ],
-          [
-           "2_1",
-           83,
-           1415
-          ],
-          [
-           "2_1",
-           84,
-           1417
-          ],
-          [
-           "2_1",
-           84,
-           1418
-          ],
-          [
-           "2_1",
-           84,
-           1419
-          ],
-          [
-           "2_1",
-           84,
-           1420
-          ],
-          [
-           "2_1",
-           85,
-           1421
-          ],
-          [
-           "2_1",
-           85,
-           1423
-          ],
-          [
-           "2_1",
-           85,
-           1424
-          ],
-          [
-           "2_1",
-           85,
-           1425
-          ],
-          [
-           "2_1",
-           86,
-           1426
-          ],
-          [
-           "2_1",
-           86,
-           1427
-          ],
-          [
-           "2_1",
-           86,
-           1429
-          ],
-          [
-           "2_1",
-           86,
-           1430
-          ],
-          [
-           "2_1",
-           87,
-           1433
-          ],
-          [
-           "2_1",
-           87,
-           1434
-          ],
-          [
-           "2_1",
-           88,
-           1438
-          ],
-          [
-           "2_1",
-           88,
-           1439
-          ],
-          [
-           "2_1",
-           88,
-           1440
-          ],
-          [
-           "2_1",
-           89,
-           1441
-          ],
-          [
-           "2_1",
-           89,
-           1442
-          ],
-          [
-           "2_1",
-           89,
-           1443
-          ],
-          [
-           "2_1",
-           89,
-           1444
-          ],
-          [
-           "2_1",
-           89,
-           1445
-          ],
-          [
-           "2_1",
-           90,
-           1446
-          ],
-          [
-           "2_1",
-           90,
-           1447
-          ],
-          [
-           "2_1",
-           90,
-           1448
-          ],
-          [
-           "2_1",
-           90,
-           1449
-          ],
-          [
-           "2_1",
-           90,
-           1450
-          ],
-          [
-           "2_1",
-           91,
-           1452
-          ],
-          [
-           "2_1",
-           91,
-           1453
-          ],
-          [
-           "2_1",
-           91,
-           1454
-          ],
-          [
-           "2_1",
-           91,
-           1455
-          ],
-          [
-           "2_1",
-           92,
-           1456
-          ],
-          [
-           "2_1",
-           92,
-           1457
-          ],
-          [
-           "2_1",
-           92,
-           1459
-          ],
-          [
-           "2_1",
-           93,
-           1461
-          ],
-          [
-           "2_1",
-           93,
-           1462
-          ],
-          [
-           "2_1",
-           93,
-           1463
-          ],
-          [
-           "2_1",
-           93,
-           1464
-          ],
-          [
-           "2_1",
-           93,
-           1465
-          ],
-          [
-           "2_1",
-           94,
-           1466
-          ],
-          [
-           "2_1",
-           94,
-           1468
-          ],
-          [
-           "2_1",
-           94,
-           1469
-          ],
-          [
-           "2_1",
-           94,
-           1470
-          ],
-          [
-           "2_1",
-           95,
-           1471
-          ],
-          [
-           "2_1",
-           95,
-           1473
-          ],
-          [
-           "2_1",
-           95,
-           1474
-          ],
-          [
-           "2_1",
-           95,
-           1475
-          ],
-          [
-           "2_1",
-           96,
-           1476
-          ],
-          [
-           "2_1",
-           96,
-           1477
-          ],
-          [
-           "2_1",
-           96,
-           1478
-          ],
-          [
-           "2_1",
-           96,
-           1480
-          ],
-          [
-           "2_1",
-           97,
-           1481
-          ],
-          [
-           "2_1",
-           97,
-           1482
-          ],
-          [
-           "2_1",
-           97,
-           1483
-          ],
-          [
-           "2_1",
-           97,
-           1484
-          ],
-          [
-           "2_1",
-           97,
-           1485
-          ],
-          [
-           "2_1",
-           98,
-           1486
-          ],
-          [
-           "2_1",
-           98,
-           1488
-          ],
-          [
-           "2_1",
-           99,
-           1491
-          ],
-          [
-           "2_1",
-           99,
-           1492
-          ],
-          [
-           "2_1",
-           99,
-           1493
-          ],
-          [
-           "2_1",
-           99,
-           1494
-          ],
-          [
-           "2_1",
-           100,
-           1496
-          ],
-          [
-           "2_1",
-           100,
-           1497
-          ],
-          [
-           "2_1",
-           100,
-           1498
-          ],
-          [
-           "2_1",
-           100,
-           1499
-          ],
-          [
-           "2_1",
-           100,
-           1500
-          ],
-          [
-           "2_2",
-           1,
-           1502
-          ],
-          [
-           "2_2",
-           1,
-           1503
-          ],
-          [
-           "2_2",
-           1,
-           1504
-          ],
-          [
-           "2_2",
-           1,
-           1505
-          ],
-          [
-           "2_2",
-           2,
-           1506
-          ],
-          [
-           "2_2",
-           2,
-           1507
-          ],
-          [
-           "2_2",
-           2,
-           1509
-          ],
-          [
-           "2_2",
-           3,
-           1511
-          ],
-          [
-           "2_2",
-           3,
-           1514
-          ],
-          [
-           "2_2",
-           4,
-           1516
-          ],
-          [
-           "2_2",
-           4,
-           1517
-          ],
-          [
-           "2_2",
-           4,
-           1518
-          ],
-          [
-           "2_2",
-           4,
-           1519
-          ],
-          [
-           "2_2",
-           4,
-           1520
-          ],
-          [
-           "2_2",
-           5,
-           1521
-          ],
-          [
-           "2_2",
-           5,
-           1523
-          ],
-          [
-           "2_2",
-           5,
-           1524
-          ],
-          [
-           "2_2",
-           5,
-           1525
-          ],
-          [
-           "2_2",
-           6,
-           1527
-          ],
-          [
-           "2_2",
-           6,
-           1528
-          ],
-          [
-           "2_2",
-           6,
-           1530
-          ],
-          [
-           "2_2",
-           7,
-           1531
-          ],
-          [
-           "2_2",
-           7,
-           1532
-          ],
-          [
-           "2_2",
-           7,
-           1534
-          ],
-          [
-           "2_2",
-           8,
-           1536
-          ],
-          [
-           "2_2",
-           8,
-           1537
-          ],
-          [
-           "2_2",
-           8,
-           1538
-          ],
-          [
-           "2_2",
-           8,
-           1539
-          ],
-          [
-           "2_2",
-           9,
-           1541
-          ],
-          [
-           "2_2",
-           9,
-           1542
-          ],
-          [
-           "2_2",
-           9,
-           1543
-          ],
-          [
-           "2_2",
-           9,
-           1545
-          ],
-          [
-           "2_2",
-           10,
-           1546
-          ],
-          [
-           "2_2",
-           10,
-           1548
-          ],
-          [
-           "2_2",
-           11,
-           1551
-          ],
-          [
-           "2_2",
-           11,
-           1552
-          ],
-          [
-           "2_2",
-           11,
-           1553
-          ],
-          [
-           "2_2",
-           11,
-           1554
-          ],
-          [
-           "2_2",
-           11,
-           1555
-          ],
-          [
-           "2_2",
-           12,
-           1556
-          ],
-          [
-           "2_2",
-           12,
-           1557
-          ],
-          [
-           "2_2",
-           12,
-           1560
-          ],
-          [
-           "2_2",
-           13,
-           1561
-          ],
-          [
-           "2_2",
-           13,
-           1562
-          ],
-          [
-           "2_2",
-           13,
-           1563
-          ],
-          [
-           "2_2",
-           13,
-           1564
-          ],
-          [
-           "2_2",
-           13,
-           1565
-          ],
-          [
-           "2_2",
-           14,
-           1566
-          ],
-          [
-           "2_2",
-           14,
-           1567
-          ],
-          [
-           "2_2",
-           14,
-           1568
-          ],
-          [
-           "2_2",
-           14,
-           1569
-          ],
-          [
-           "2_2",
-           15,
-           1571
-          ],
-          [
-           "2_2",
-           15,
-           1572
-          ],
-          [
-           "2_2",
-           15,
-           1573
-          ],
-          [
-           "2_2",
-           15,
-           1574
-          ],
-          [
-           "2_2",
-           15,
-           1575
-          ],
-          [
-           "2_2",
-           16,
-           1576
-          ],
-          [
-           "2_2",
-           16,
-           1577
-          ],
-          [
-           "2_2",
-           17,
-           1581
-          ],
-          [
-           "2_2",
-           17,
-           1582
-          ],
-          [
-           "2_2",
-           17,
-           1583
-          ],
-          [
-           "2_2",
-           17,
-           1584
-          ],
-          [
-           "2_2",
-           18,
-           1587
-          ],
-          [
-           "2_2",
-           18,
-           1589
-          ],
-          [
-           "2_2",
-           18,
-           1590
-          ],
-          [
-           "2_2",
-           19,
-           1591
-          ],
-          [
-           "2_2",
-           19,
-           1592
-          ],
-          [
-           "2_2",
-           19,
-           1593
-          ],
-          [
-           "2_2",
-           19,
-           1595
-          ],
-          [
-           "2_2",
-           20,
-           1596
-          ],
-          [
-           "2_2",
-           20,
-           1597
-          ],
-          [
-           "2_2",
-           20,
-           1599
-          ],
-          [
-           "2_2",
-           20,
-           1600
-          ],
-          [
-           "2_2",
-           21,
-           1601
-          ],
-          [
-           "2_2",
-           21,
-           1602
-          ],
-          [
-           "2_2",
-           21,
-           1603
-          ],
-          [
-           "2_2",
-           21,
-           1604
-          ],
-          [
-           "2_2",
-           21,
-           1605
-          ],
-          [
-           "2_2",
-           22,
-           1607
-          ],
-          [
-           "2_2",
-           22,
-           1609
-          ],
-          [
-           "2_2",
-           22,
-           1610
-          ],
-          [
-           "2_2",
-           23,
-           1611
-          ],
-          [
-           "2_2",
-           23,
-           1612
-          ],
-          [
-           "2_2",
-           23,
-           1615
-          ],
-          [
-           "2_2",
-           24,
-           1620
-          ],
-          [
-           "2_2",
-           25,
-           1621
-          ],
-          [
-           "2_2",
-           25,
-           1622
-          ],
-          [
-           "2_2",
-           25,
-           1623
-          ],
-          [
-           "2_2",
-           25,
-           1624
-          ],
-          [
-           "2_2",
-           25,
-           1625
-          ],
-          [
-           "2_2",
-           26,
-           1626
-          ],
-          [
-           "2_2",
-           26,
-           1627
-          ],
-          [
-           "2_2",
-           26,
-           1628
-          ],
-          [
-           "2_2",
-           26,
-           1629
-          ],
-          [
-           "2_2",
-           27,
-           1631
-          ],
-          [
-           "2_2",
-           27,
-           1632
-          ],
-          [
-           "2_2",
-           27,
-           1634
-          ],
-          [
-           "2_2",
-           28,
-           1636
-          ],
-          [
-           "2_2",
-           28,
-           1637
-          ],
-          [
-           "2_2",
-           28,
-           1638
-          ],
-          [
-           "2_2",
-           28,
-           1639
-          ],
-          [
-           "2_2",
-           29,
-           1641
-          ],
-          [
-           "2_2",
-           29,
-           1642
-          ],
-          [
-           "2_2",
-           29,
-           1643
-          ],
-          [
-           "2_2",
-           29,
-           1644
-          ],
-          [
-           "2_2",
-           30,
-           1646
-          ],
-          [
-           "2_2",
-           30,
-           1647
-          ],
-          [
-           "2_2",
-           30,
-           1648
-          ],
-          [
-           "2_2",
-           30,
-           1649
-          ],
-          [
-           "2_2",
-           31,
-           1652
-          ],
-          [
-           "2_2",
-           31,
-           1654
-          ],
-          [
-           "2_2",
-           31,
-           1655
-          ],
-          [
-           "2_2",
-           32,
-           1656
-          ],
-          [
-           "2_2",
-           32,
-           1657
-          ],
-          [
-           "2_2",
-           32,
-           1658
-          ],
-          [
-           "2_2",
-           32,
-           1659
-          ],
-          [
-           "2_2",
-           32,
-           1660
-          ],
-          [
-           "2_2",
-           33,
-           1662
-          ],
-          [
-           "2_2",
-           33,
-           1663
-          ],
-          [
-           "2_2",
-           33,
-           1664
-          ],
-          [
-           "2_2",
-           33,
-           1665
-          ],
-          [
-           "2_2",
-           34,
-           1666
-          ],
-          [
-           "2_2",
-           34,
-           1668
-          ],
-          [
-           "2_2",
-           34,
-           1669
-          ],
-          [
-           "2_2",
-           34,
-           1670
-          ],
-          [
-           "2_2",
-           35,
-           1671
-          ],
-          [
-           "2_2",
-           35,
-           1672
-          ],
-          [
-           "2_2",
-           35,
-           1673
-          ],
-          [
-           "2_2",
-           35,
-           1675
-          ],
-          [
-           "2_2",
-           36,
-           1676
-          ],
-          [
-           "2_2",
-           36,
-           1677
-          ],
-          [
-           "2_2",
-           36,
-           1680
-          ],
-          [
-           "2_2",
-           37,
-           1681
-          ],
-          [
-           "2_2",
-           37,
-           1682
-          ],
-          [
-           "2_2",
-           37,
-           1683
-          ],
-          [
-           "2_2",
-           37,
-           1685
-          ],
-          [
-           "2_2",
-           38,
-           1686
-          ],
-          [
-           "2_2",
-           38,
-           1687
-          ],
-          [
-           "2_2",
-           38,
-           1688
-          ],
-          [
-           "2_2",
-           38,
-           1689
-          ],
-          [
-           "2_2",
-           38,
-           1690
-          ],
-          [
-           "2_2",
-           39,
-           1691
-          ],
-          [
-           "2_2",
-           39,
-           1692
-          ],
-          [
-           "2_2",
-           39,
-           1693
-          ],
-          [
-           "2_2",
-           39,
-           1694
-          ],
-          [
-           "2_2",
-           39,
-           1695
-          ],
-          [
-           "2_2",
-           40,
-           1696
-          ],
-          [
-           "2_2",
-           40,
-           1697
-          ],
-          [
-           "2_2",
-           40,
-           1698
-          ],
-          [
-           "2_2",
-           41,
-           1701
-          ],
-          [
-           "2_2",
-           41,
-           1703
-          ],
-          [
-           "2_2",
-           41,
-           1705
-          ],
-          [
-           "2_2",
-           42,
-           1706
-          ],
-          [
-           "2_2",
-           42,
-           1707
-          ],
-          [
-           "2_2",
-           42,
-           1708
-          ],
-          [
-           "2_2",
-           42,
-           1710
-          ],
-          [
-           "2_2",
-           43,
-           1713
-          ],
-          [
-           "2_2",
-           43,
-           1714
-          ],
-          [
-           "2_2",
-           43,
-           1715
-          ],
-          [
-           "2_2",
-           44,
-           1716
-          ],
-          [
-           "2_2",
-           44,
-           1717
-          ],
-          [
-           "2_2",
-           44,
-           1718
-          ],
-          [
-           "2_2",
-           44,
-           1719
-          ],
-          [
-           "2_2",
-           44,
-           1720
-          ],
-          [
-           "2_2",
-           45,
-           1721
-          ],
-          [
-           "2_2",
-           45,
-           1722
-          ],
-          [
-           "2_2",
-           45,
-           1723
-          ],
-          [
-           "2_2",
-           45,
-           1724
-          ],
-          [
-           "2_2",
-           45,
-           1725
-          ],
-          [
-           "2_2",
-           46,
-           1727
-          ],
-          [
-           "2_2",
-           46,
-           1728
-          ],
-          [
-           "2_2",
-           46,
-           1729
-          ],
-          [
-           "2_2",
-           46,
-           1730
-          ],
-          [
-           "2_2",
-           47,
-           1731
-          ],
-          [
-           "2_2",
-           47,
-           1732
-          ],
-          [
-           "2_2",
-           47,
-           1733
-          ],
-          [
-           "2_2",
-           47,
-           1734
-          ],
-          [
-           "2_2",
-           47,
-           1735
-          ],
-          [
-           "2_2",
-           48,
-           1736
-          ],
-          [
-           "2_2",
-           48,
-           1737
-          ],
-          [
-           "2_2",
-           48,
-           1738
-          ],
-          [
-           "2_2",
-           48,
-           1739
-          ],
-          [
-           "2_2",
-           48,
-           1740
-          ],
-          [
-           "2_2",
-           49,
-           1741
-          ],
-          [
-           "2_2",
-           49,
-           1743
-          ],
-          [
-           "2_2",
-           49,
-           1744
-          ],
-          [
-           "2_2",
-           50,
-           1746
-          ],
-          [
-           "2_2",
-           50,
-           1747
-          ],
-          [
-           "2_2",
-           50,
-           1748
-          ],
-          [
-           "2_2",
-           50,
-           1750
-          ],
-          [
-           "2_2",
-           51,
-           1751
-          ],
-          [
-           "2_2",
-           51,
-           1752
-          ],
-          [
-           "2_2",
-           52,
-           1756
-          ],
-          [
-           "2_2",
-           52,
-           1757
-          ],
-          [
-           "2_2",
-           52,
-           1758
-          ],
-          [
-           "2_2",
-           52,
-           1759
-          ],
-          [
-           "2_2",
-           53,
-           1761
-          ],
-          [
-           "2_2",
-           53,
-           1763
-          ],
-          [
-           "2_2",
-           53,
-           1764
-          ],
-          [
-           "2_2",
-           53,
-           1765
-          ],
-          [
-           "2_2",
-           54,
-           1766
-          ],
-          [
-           "2_2",
-           54,
-           1767
-          ],
-          [
-           "2_2",
-           54,
-           1768
-          ],
-          [
-           "2_2",
-           54,
-           1770
-          ],
-          [
-           "2_2",
-           55,
-           1772
-          ],
-          [
-           "2_2",
-           55,
-           1774
-          ],
-          [
-           "2_2",
-           55,
-           1775
-          ],
-          [
-           "2_2",
-           56,
-           1776
-          ],
-          [
-           "2_2",
-           56,
-           1777
-          ],
-          [
-           "2_2",
-           56,
-           1778
-          ],
-          [
-           "2_2",
-           56,
-           1780
-          ],
-          [
-           "2_2",
-           57,
-           1781
-          ],
-          [
-           "2_2",
-           57,
-           1783
-          ],
-          [
-           "2_2",
-           57,
-           1784
-          ],
-          [
-           "2_2",
-           57,
-           1785
-          ],
-          [
-           "2_2",
-           58,
-           1787
-          ],
-          [
-           "2_2",
-           58,
-           1788
-          ],
-          [
-           "2_2",
-           58,
-           1789
-          ],
-          [
-           "2_2",
-           58,
-           1790
-          ],
-          [
-           "2_2",
-           59,
-           1791
-          ],
-          [
-           "2_2",
-           59,
-           1792
-          ],
-          [
-           "2_2",
-           59,
-           1793
-          ],
-          [
-           "2_2",
-           59,
-           1794
-          ],
-          [
-           "2_2",
-           59,
-           1795
-          ],
-          [
-           "2_2",
-           60,
-           1796
-          ],
-          [
-           "2_2",
-           60,
-           1797
-          ],
-          [
-           "2_2",
-           60,
-           1798
-          ],
-          [
-           "2_2",
-           60,
-           1799
-          ],
-          [
-           "2_2",
-           60,
-           1800
-          ],
-          [
-           "2_2",
-           61,
-           1802
-          ],
-          [
-           "2_2",
-           61,
-           1803
-          ],
-          [
-           "2_2",
-           61,
-           1804
-          ],
-          [
-           "2_2",
-           61,
-           1805
-          ],
-          [
-           "2_2",
-           62,
-           1807
-          ],
-          [
-           "2_2",
-           62,
-           1808
-          ],
-          [
-           "2_2",
-           62,
-           1809
-          ],
-          [
-           "2_2",
-           62,
-           1810
-          ],
-          [
-           "2_2",
-           63,
-           1811
-          ],
-          [
-           "2_2",
-           63,
-           1812
-          ],
-          [
-           "2_2",
-           63,
-           1814
-          ],
-          [
-           "2_2",
-           63,
-           1815
-          ],
-          [
-           "2_2",
-           64,
-           1816
-          ],
-          [
-           "2_2",
-           64,
-           1818
-          ],
-          [
-           "2_2",
-           64,
-           1819
-          ],
-          [
-           "2_2",
-           65,
-           1821
-          ],
-          [
-           "2_2",
-           65,
-           1822
-          ],
-          [
-           "2_2",
-           65,
-           1823
-          ],
-          [
-           "2_2",
-           65,
-           1825
-          ],
-          [
-           "2_2",
-           66,
-           1826
-          ],
-          [
-           "2_2",
-           66,
-           1827
-          ],
-          [
-           "2_2",
-           66,
-           1828
-          ],
-          [
-           "2_2",
-           66,
-           1829
-          ],
-          [
-           "2_2",
-           66,
-           1830
-          ],
-          [
-           "2_2",
-           67,
-           1831
-          ],
-          [
-           "2_2",
-           67,
-           1832
-          ],
-          [
-           "2_2",
-           67,
-           1833
-          ],
-          [
-           "2_2",
-           67,
-           1835
-          ],
-          [
-           "2_2",
-           68,
-           1837
-          ],
-          [
-           "2_2",
-           68,
-           1838
-          ],
-          [
-           "2_2",
-           68,
-           1839
-          ],
-          [
-           "2_2",
-           69,
-           1842
-          ],
-          [
-           "2_2",
-           69,
-           1843
-          ],
-          [
-           "2_2",
-           69,
-           1844
-          ],
-          [
-           "2_2",
-           70,
-           1846
-          ],
-          [
-           "2_2",
-           70,
-           1847
-          ],
-          [
-           "2_2",
-           70,
-           1848
-          ],
-          [
-           "2_2",
-           70,
-           1850
-          ],
-          [
-           "2_2",
-           71,
-           1851
-          ],
-          [
-           "2_2",
-           71,
-           1854
-          ],
-          [
-           "2_2",
-           71,
-           1855
-          ],
-          [
-           "2_2",
-           72,
-           1856
-          ],
-          [
-           "2_2",
-           72,
-           1859
-          ],
-          [
-           "2_2",
-           73,
-           1864
-          ],
-          [
-           "2_2",
-           73,
-           1865
-          ],
-          [
-           "2_2",
-           74,
-           1867
-          ],
-          [
-           "2_2",
-           75,
-           1871
-          ],
-          [
-           "2_2",
-           75,
-           1872
-          ],
-          [
-           "2_2",
-           75,
-           1873
-          ],
-          [
-           "2_2",
-           75,
-           1874
-          ],
-          [
-           "2_2",
-           75,
-           1875
-          ],
-          [
-           "2_2",
-           76,
-           1876
-          ],
-          [
-           "2_2",
-           76,
-           1877
-          ],
-          [
-           "2_2",
-           76,
-           1878
-          ],
-          [
-           "2_2",
-           76,
-           1879
-          ],
-          [
-           "2_2",
-           76,
-           1880
-          ],
-          [
-           "2_2",
-           77,
-           1881
-          ],
-          [
-           "2_2",
-           77,
-           1884
-          ],
-          [
-           "2_2",
-           77,
-           1885
-          ],
-          [
-           "2_2",
-           78,
-           1889
-          ],
-          [
-           "2_2",
-           79,
-           1891
-          ],
-          [
-           "2_2",
-           79,
-           1892
-          ],
-          [
-           "2_2",
-           79,
-           1893
-          ],
-          [
-           "2_2",
-           79,
-           1894
-          ],
-          [
-           "2_2",
-           79,
-           1895
-          ],
-          [
-           "2_2",
-           80,
-           1896
-          ],
-          [
-           "2_2",
-           80,
-           1897
-          ],
-          [
-           "2_2",
-           80,
-           1898
-          ],
-          [
-           "2_2",
-           80,
-           1899
-          ],
-          [
-           "2_2",
-           80,
-           1900
-          ],
-          [
-           "2_2",
-           81,
-           1902
-          ],
-          [
-           "2_2",
-           81,
-           1903
-          ],
-          [
-           "2_2",
-           81,
-           1904
-          ],
-          [
-           "2_2",
-           81,
-           1905
-          ],
-          [
-           "2_2",
-           82,
-           1907
-          ],
-          [
-           "2_2",
-           82,
-           1909
-          ],
-          [
-           "2_2",
-           82,
-           1910
-          ],
-          [
-           "2_2",
-           83,
-           1911
-          ],
-          [
-           "2_2",
-           83,
-           1912
-          ],
-          [
-           "2_2",
-           83,
-           1913
-          ],
-          [
-           "2_2",
-           83,
-           1914
-          ],
-          [
-           "2_2",
-           84,
-           1916
-          ],
-          [
-           "2_2",
-           84,
-           1918
-          ],
-          [
-           "2_2",
-           84,
-           1919
-          ],
-          [
-           "2_2",
-           84,
-           1920
-          ],
-          [
-           "2_2",
-           85,
-           1921
-          ],
-          [
-           "2_2",
-           85,
-           1922
-          ],
-          [
-           "2_2",
-           85,
-           1923
-          ],
-          [
-           "2_2",
-           85,
-           1924
-          ],
-          [
-           "2_2",
-           85,
-           1925
-          ],
-          [
-           "2_2",
-           86,
-           1926
-          ],
-          [
-           "2_2",
-           86,
-           1928
-          ],
-          [
-           "2_2",
-           86,
-           1929
-          ],
-          [
-           "2_2",
-           86,
-           1930
-          ],
-          [
-           "2_2",
-           87,
-           1931
-          ],
-          [
-           "2_2",
-           87,
-           1932
-          ],
-          [
-           "2_2",
-           87,
-           1933
-          ],
-          [
-           "2_2",
-           87,
-           1935
-          ],
-          [
-           "2_2",
-           88,
-           1936
-          ],
-          [
-           "2_2",
-           88,
-           1937
-          ],
-          [
-           "2_2",
-           88,
-           1938
-          ],
-          [
-           "2_2",
-           88,
-           1939
-          ],
-          [
-           "2_2",
-           88,
-           1940
-          ],
-          [
-           "2_2",
-           89,
-           1942
-          ],
-          [
-           "2_2",
-           89,
-           1943
-          ],
-          [
-           "2_2",
-           89,
-           1944
-          ],
-          [
-           "2_2",
-           90,
-           1946
-          ],
-          [
-           "2_2",
-           90,
-           1947
-          ],
-          [
-           "2_2",
-           90,
-           1948
-          ],
-          [
-           "2_2",
-           90,
-           1949
-          ],
-          [
-           "2_2",
-           90,
-           1950
-          ],
-          [
-           "2_2",
-           91,
-           1951
-          ],
-          [
-           "2_2",
-           91,
-           1952
-          ],
-          [
-           "2_2",
-           91,
-           1954
-          ],
-          [
-           "2_2",
-           91,
-           1955
-          ],
-          [
-           "2_2",
-           92,
-           1956
-          ],
-          [
-           "2_2",
-           92,
-           1957
-          ],
-          [
-           "2_2",
-           92,
-           1959
-          ],
-          [
-           "2_2",
-           93,
-           1961
-          ],
-          [
-           "2_2",
-           93,
-           1962
-          ],
-          [
-           "2_2",
-           93,
-           1963
-          ],
-          [
-           "2_2",
-           93,
-           1964
-          ],
-          [
-           "2_2",
-           93,
-           1965
-          ],
-          [
-           "2_2",
-           94,
-           1966
-          ],
-          [
-           "2_2",
-           94,
-           1967
-          ],
-          [
-           "2_2",
-           94,
-           1968
-          ],
-          [
-           "2_2",
-           94,
-           1970
-          ],
-          [
-           "2_2",
-           95,
-           1971
-          ],
-          [
-           "2_2",
-           95,
-           1972
-          ],
-          [
-           "2_2",
-           95,
-           1975
-          ],
-          [
-           "2_2",
-           96,
-           1976
-          ],
-          [
-           "2_2",
-           96,
-           1977
-          ],
-          [
-           "2_2",
-           96,
-           1978
-          ],
-          [
-           "2_2",
-           96,
-           1979
-          ],
-          [
-           "2_2",
-           96,
-           1980
-          ],
-          [
-           "2_2",
-           97,
-           1981
-          ],
-          [
-           "2_2",
-           97,
-           1982
-          ],
-          [
-           "2_2",
-           97,
-           1984
-          ],
-          [
-           "2_2",
-           97,
-           1985
-          ],
-          [
-           "2_2",
-           98,
-           1986
-          ],
-          [
-           "2_2",
-           98,
-           1987
-          ],
-          [
-           "2_2",
-           98,
-           1988
-          ],
-          [
-           "2_2",
-           98,
-           1989
-          ],
-          [
-           "2_2",
-           99,
-           1991
-          ],
-          [
-           "2_2",
-           99,
-           1992
-          ],
-          [
-           "2_2",
-           99,
-           1993
-          ],
-          [
-           "2_2",
-           99,
-           1994
-          ],
-          [
-           "2_2",
-           99,
-           1995
-          ],
-          [
-           "2_2",
-           100,
-           1996
-          ],
-          [
-           "2_2",
-           100,
-           1998
-          ],
-          [
-           "2_2",
-           100,
-           1999
-          ],
-          [
-           "3_1",
-           1,
-           2002
-          ],
-          [
-           "3_1",
-           1,
-           2003
-          ],
-          [
-           "3_1",
-           1,
-           2004
-          ],
-          [
-           "3_1",
-           1,
-           2005
-          ],
-          [
-           "3_1",
-           2,
-           2007
-          ],
-          [
-           "3_1",
-           2,
-           2008
-          ],
-          [
-           "3_1",
-           2,
-           2009
-          ],
-          [
-           "3_1",
-           2,
-           2010
-          ],
-          [
-           "3_1",
-           3,
-           2011
-          ],
-          [
-           "3_1",
-           3,
-           2012
-          ],
-          [
-           "3_1",
-           3,
-           2013
-          ],
-          [
-           "3_1",
-           3,
-           2014
-          ],
-          [
-           "3_1",
-           3,
-           2015
-          ],
-          [
-           "3_1",
-           4,
-           2017
-          ],
-          [
-           "3_1",
-           4,
-           2018
-          ],
-          [
-           "3_1",
-           4,
-           2019
-          ],
-          [
-           "3_1",
-           4,
-           2020
-          ],
-          [
-           "3_1",
-           5,
-           2021
-          ],
-          [
-           "3_1",
-           5,
-           2022
-          ],
-          [
-           "3_1",
-           5,
-           2023
-          ],
-          [
-           "3_1",
-           5,
-           2024
-          ],
-          [
-           "3_1",
-           6,
-           2026
-          ],
-          [
-           "3_1",
-           6,
-           2027
-          ],
-          [
-           "3_1",
-           6,
-           2028
-          ],
-          [
-           "3_1",
-           6,
-           2029
-          ],
-          [
-           "3_1",
-           6,
-           2030
-          ],
-          [
-           "3_1",
-           7,
-           2032
-          ],
-          [
-           "3_1",
-           7,
-           2033
-          ],
-          [
-           "3_1",
-           7,
-           2035
-          ],
-          [
-           "3_1",
-           8,
-           2037
-          ],
-          [
-           "3_1",
-           8,
-           2038
-          ],
-          [
-           "3_1",
-           8,
-           2039
-          ],
-          [
-           "3_1",
-           9,
-           2041
-          ],
-          [
-           "3_1",
-           9,
-           2042
-          ],
-          [
-           "3_1",
-           9,
-           2043
-          ],
-          [
-           "3_1",
-           9,
-           2044
-          ],
-          [
-           "3_1",
-           9,
-           2045
-          ],
-          [
-           "3_1",
-           10,
-           2046
-          ],
-          [
-           "3_1",
-           10,
-           2047
-          ],
-          [
-           "3_1",
-           10,
-           2048
-          ],
-          [
-           "3_1",
-           10,
-           2049
-          ],
-          [
-           "3_1",
-           11,
-           2051
-          ],
-          [
-           "3_1",
-           11,
-           2053
-          ],
-          [
-           "3_1",
-           11,
-           2055
-          ],
-          [
-           "3_1",
-           12,
-           2057
-          ],
-          [
-           "3_1",
-           12,
-           2058
-          ],
-          [
-           "3_1",
-           12,
-           2059
-          ],
-          [
-           "3_1",
-           12,
-           2060
-          ],
-          [
-           "3_1",
-           13,
-           2061
-          ],
-          [
-           "3_1",
-           13,
-           2063
-          ],
-          [
-           "3_1",
-           14,
-           2066
-          ],
-          [
-           "3_1",
-           14,
-           2067
-          ],
-          [
-           "3_1",
-           14,
-           2068
-          ],
-          [
-           "3_1",
-           14,
-           2069
-          ],
-          [
-           "3_1",
-           15,
-           2071
-          ],
-          [
-           "3_1",
-           15,
-           2072
-          ],
-          [
-           "3_1",
-           15,
-           2074
-          ],
-          [
-           "3_1",
-           15,
-           2075
-          ],
-          [
-           "3_1",
-           16,
-           2076
-          ],
-          [
-           "3_1",
-           16,
-           2077
-          ],
-          [
-           "3_1",
-           16,
-           2078
-          ],
-          [
-           "3_1",
-           16,
-           2080
-          ],
-          [
-           "3_1",
-           17,
-           2081
-          ],
-          [
-           "3_1",
-           17,
-           2083
-          ],
-          [
-           "3_1",
-           18,
-           2087
-          ],
-          [
-           "3_1",
-           18,
-           2089
-          ],
-          [
-           "3_1",
-           19,
-           2092
-          ],
-          [
-           "3_1",
-           19,
-           2093
-          ],
-          [
-           "3_1",
-           20,
-           2097
-          ],
-          [
-           "3_1",
-           20,
-           2099
-          ],
-          [
-           "3_1",
-           20,
-           2100
-          ],
-          [
-           "3_1",
-           21,
-           2101
-          ],
-          [
-           "3_1",
-           21,
-           2102
-          ],
-          [
-           "3_1",
-           21,
-           2103
-          ],
-          [
-           "3_1",
-           21,
-           2104
-          ],
-          [
-           "3_1",
-           21,
-           2105
-          ],
-          [
-           "3_1",
-           22,
-           2106
-          ],
-          [
-           "3_1",
-           22,
-           2107
-          ],
-          [
-           "3_1",
-           22,
-           2109
-          ],
-          [
-           "3_1",
-           22,
-           2110
-          ],
-          [
-           "3_1",
-           23,
-           2111
-          ],
-          [
-           "3_1",
-           23,
-           2113
-          ],
-          [
-           "3_1",
-           23,
-           2114
-          ],
-          [
-           "3_1",
-           23,
-           2115
-          ],
-          [
-           "3_1",
-           24,
-           2116
-          ],
-          [
-           "3_1",
-           24,
-           2117
-          ],
-          [
-           "3_1",
-           24,
-           2120
-          ],
-          [
-           "3_1",
-           25,
-           2122
-          ],
-          [
-           "3_1",
-           25,
-           2123
-          ],
-          [
-           "3_1",
-           25,
-           2124
-          ],
-          [
-           "3_1",
-           25,
-           2125
-          ],
-          [
-           "3_1",
-           26,
-           2126
-          ],
-          [
-           "3_1",
-           26,
-           2127
-          ],
-          [
-           "3_1",
-           26,
-           2128
-          ],
-          [
-           "3_1",
-           26,
-           2129
-          ],
-          [
-           "3_1",
-           26,
-           2130
-          ],
-          [
-           "3_1",
-           27,
-           2131
-          ],
-          [
-           "3_1",
-           27,
-           2132
-          ],
-          [
-           "3_1",
-           27,
-           2133
-          ],
-          [
-           "3_1",
-           27,
-           2134
-          ],
-          [
-           "3_1",
-           27,
-           2135
-          ],
-          [
-           "3_1",
-           28,
-           2137
-          ],
-          [
-           "3_1",
-           28,
-           2138
-          ],
-          [
-           "3_1",
-           28,
-           2139
-          ],
-          [
-           "3_1",
-           28,
-           2140
-          ],
-          [
-           "3_1",
-           29,
-           2144
-          ],
-          [
-           "3_1",
-           29,
-           2145
-          ],
-          [
-           "3_1",
-           30,
-           2146
-          ],
-          [
-           "3_1",
-           30,
-           2147
-          ],
-          [
-           "3_1",
-           30,
-           2149
-          ],
-          [
-           "3_1",
-           31,
-           2151
-          ],
-          [
-           "3_1",
-           31,
-           2152
-          ],
-          [
-           "3_1",
-           31,
-           2153
-          ],
-          [
-           "3_1",
-           31,
-           2154
-          ],
-          [
-           "3_1",
-           31,
-           2155
-          ],
-          [
-           "3_1",
-           32,
-           2156
-          ],
-          [
-           "3_1",
-           32,
-           2157
-          ],
-          [
-           "3_1",
-           32,
-           2158
-          ],
-          [
-           "3_1",
-           32,
-           2159
-          ],
-          [
-           "3_1",
-           32,
-           2160
-          ],
-          [
-           "3_1",
-           33,
-           2161
-          ],
-          [
-           "3_1",
-           33,
-           2162
-          ],
-          [
-           "3_1",
-           33,
-           2163
-          ],
-          [
-           "3_1",
-           33,
-           2164
-          ],
-          [
-           "3_1",
-           33,
-           2165
-          ],
-          [
-           "3_1",
-           34,
-           2166
-          ],
-          [
-           "3_1",
-           34,
-           2167
-          ],
-          [
-           "3_1",
-           34,
-           2168
-          ],
-          [
-           "3_1",
-           34,
-           2169
-          ],
-          [
-           "3_1",
-           34,
-           2170
-          ],
-          [
-           "3_1",
-           35,
-           2171
-          ],
-          [
-           "3_1",
-           35,
-           2172
-          ],
-          [
-           "3_1",
-           35,
-           2173
-          ],
-          [
-           "3_1",
-           35,
-           2174
-          ],
-          [
-           "3_1",
-           35,
-           2175
-          ],
-          [
-           "3_1",
-           36,
-           2176
-          ],
-          [
-           "3_1",
-           36,
-           2177
-          ],
-          [
-           "3_1",
-           36,
-           2179
-          ],
-          [
-           "3_1",
-           36,
-           2180
-          ],
-          [
-           "3_1",
-           37,
-           2182
-          ],
-          [
-           "3_1",
-           37,
-           2183
-          ],
-          [
-           "3_1",
-           37,
-           2184
-          ],
-          [
-           "3_1",
-           37,
-           2185
-          ],
-          [
-           "3_1",
-           38,
-           2186
-          ],
-          [
-           "3_1",
-           38,
-           2187
-          ],
-          [
-           "3_1",
-           38,
-           2188
-          ],
-          [
-           "3_1",
-           38,
-           2189
-          ],
-          [
-           "3_1",
-           39,
-           2192
-          ],
-          [
-           "3_1",
-           39,
-           2193
-          ],
-          [
-           "3_1",
-           39,
-           2194
-          ],
-          [
-           "3_1",
-           39,
-           2195
-          ],
-          [
-           "3_1",
-           40,
-           2196
-          ],
-          [
-           "3_1",
-           40,
-           2197
-          ],
-          [
-           "3_1",
-           40,
-           2198
-          ],
-          [
-           "3_1",
-           40,
-           2199
-          ],
-          [
-           "3_1",
-           40,
-           2200
-          ],
-          [
-           "3_1",
-           41,
-           2202
-          ],
-          [
-           "3_1",
-           41,
-           2203
-          ],
-          [
-           "3_1",
-           41,
-           2205
-          ],
-          [
-           "3_1",
-           42,
-           2206
-          ],
-          [
-           "3_1",
-           42,
-           2207
-          ],
-          [
-           "3_1",
-           42,
-           2208
-          ],
-          [
-           "3_1",
-           42,
-           2209
-          ],
-          [
-           "3_1",
-           42,
-           2210
-          ],
-          [
-           "3_1",
-           43,
-           2214
-          ],
-          [
-           "3_1",
-           43,
-           2215
-          ],
-          [
-           "3_1",
-           44,
-           2216
-          ],
-          [
-           "3_1",
-           44,
-           2218
-          ],
-          [
-           "3_1",
-           44,
-           2219
-          ],
-          [
-           "3_1",
-           44,
-           2220
-          ],
-          [
-           "3_1",
-           45,
-           2221
-          ],
-          [
-           "3_1",
-           45,
-           2222
-          ],
-          [
-           "3_1",
-           45,
-           2225
-          ],
-          [
-           "3_1",
-           46,
-           2226
-          ],
-          [
-           "3_1",
-           46,
-           2227
-          ],
-          [
-           "3_1",
-           46,
-           2228
-          ],
-          [
-           "3_1",
-           46,
-           2229
-          ],
-          [
-           "3_1",
-           46,
-           2230
-          ],
-          [
-           "3_1",
-           47,
-           2231
-          ],
-          [
-           "3_1",
-           47,
-           2232
-          ],
-          [
-           "3_1",
-           47,
-           2234
-          ],
-          [
-           "3_1",
-           48,
-           2236
-          ],
-          [
-           "3_1",
-           48,
-           2237
-          ],
-          [
-           "3_1",
-           48,
-           2238
-          ],
-          [
-           "3_1",
-           48,
-           2239
-          ],
-          [
-           "3_1",
-           48,
-           2240
-          ],
-          [
-           "3_1",
-           49,
-           2241
-          ],
-          [
-           "3_1",
-           49,
-           2242
-          ],
-          [
-           "3_1",
-           49,
-           2243
-          ],
-          [
-           "3_1",
-           49,
-           2244
-          ],
-          [
-           "3_1",
-           50,
-           2246
-          ],
-          [
-           "3_1",
-           50,
-           2247
-          ],
-          [
-           "3_1",
-           50,
-           2250
-          ],
-          [
-           "3_1",
-           51,
-           2251
-          ],
-          [
-           "3_1",
-           51,
-           2252
-          ],
-          [
-           "3_1",
-           51,
-           2253
-          ],
-          [
-           "3_1",
-           51,
-           2254
-          ],
-          [
-           "3_1",
-           52,
-           2257
-          ],
-          [
-           "3_1",
-           52,
-           2258
-          ],
-          [
-           "3_1",
-           52,
-           2259
-          ],
-          [
-           "3_1",
-           52,
-           2260
-          ],
-          [
-           "3_1",
-           53,
-           2261
-          ],
-          [
-           "3_1",
-           53,
-           2262
-          ],
-          [
-           "3_1",
-           53,
-           2263
-          ],
-          [
-           "3_1",
-           53,
-           2264
-          ],
-          [
-           "3_1",
-           53,
-           2265
-          ],
-          [
-           "3_1",
-           54,
-           2267
-          ],
-          [
-           "3_1",
-           55,
-           2271
-          ],
-          [
-           "3_1",
-           55,
-           2272
-          ],
-          [
-           "3_1",
-           55,
-           2273
-          ],
-          [
-           "3_1",
-           55,
-           2274
-          ],
-          [
-           "3_1",
-           55,
-           2275
-          ],
-          [
-           "3_1",
-           56,
-           2276
-          ],
-          [
-           "3_1",
-           56,
-           2277
-          ],
-          [
-           "3_1",
-           56,
-           2278
-          ],
-          [
-           "3_1",
-           56,
-           2279
-          ],
-          [
-           "3_1",
-           57,
-           2281
-          ],
-          [
-           "3_1",
-           57,
-           2282
-          ],
-          [
-           "3_1",
-           57,
-           2283
-          ],
-          [
-           "3_1",
-           57,
-           2285
-          ],
-          [
-           "3_1",
-           58,
-           2287
-          ],
-          [
-           "3_1",
-           58,
-           2288
-          ],
-          [
-           "3_1",
-           58,
-           2290
-          ],
-          [
-           "3_1",
-           59,
-           2291
-          ],
-          [
-           "3_1",
-           59,
-           2292
-          ],
-          [
-           "3_1",
-           59,
-           2294
-          ],
-          [
-           "3_1",
-           59,
-           2295
-          ],
-          [
-           "3_1",
-           60,
-           2296
-          ],
-          [
-           "3_1",
-           60,
-           2298
-          ],
-          [
-           "3_1",
-           60,
-           2300
-          ],
-          [
-           "3_1",
-           61,
-           2301
-          ],
-          [
-           "3_1",
-           61,
-           2303
-          ],
-          [
-           "3_1",
-           61,
-           2304
-          ],
-          [
-           "3_1",
-           61,
-           2305
-          ],
-          [
-           "3_1",
-           62,
-           2306
-          ],
-          [
-           "3_1",
-           62,
-           2308
-          ],
-          [
-           "3_1",
-           62,
-           2309
-          ],
-          [
-           "3_1",
-           63,
-           2311
-          ],
-          [
-           "3_1",
-           63,
-           2312
-          ],
-          [
-           "3_1",
-           63,
-           2313
-          ],
-          [
-           "3_1",
-           63,
-           2314
-          ],
-          [
-           "3_1",
-           63,
-           2315
-          ],
-          [
-           "3_1",
-           64,
-           2316
-          ],
-          [
-           "3_1",
-           64,
-           2317
-          ],
-          [
-           "3_1",
-           64,
-           2318
-          ],
-          [
-           "3_1",
-           64,
-           2319
-          ],
-          [
-           "3_1",
-           65,
-           2321
-          ],
-          [
-           "3_1",
-           65,
-           2322
-          ],
-          [
-           "3_1",
-           65,
-           2323
-          ],
-          [
-           "3_1",
-           65,
-           2324
-          ],
-          [
-           "3_1",
-           65,
-           2325
-          ],
-          [
-           "3_1",
-           66,
-           2328
-          ],
-          [
-           "3_1",
-           66,
-           2329
-          ],
-          [
-           "3_1",
-           67,
-           2334
-          ],
-          [
-           "3_1",
-           67,
-           2335
-          ],
-          [
-           "3_1",
-           68,
-           2337
-          ],
-          [
-           "3_1",
-           68,
-           2338
-          ],
-          [
-           "3_1",
-           68,
-           2339
-          ],
-          [
-           "3_1",
-           68,
-           2340
-          ],
-          [
-           "3_1",
-           69,
-           2342
-          ],
-          [
-           "3_1",
-           69,
-           2343
-          ],
-          [
-           "3_1",
-           69,
-           2344
-          ],
-          [
-           "3_1",
-           69,
-           2345
-          ],
-          [
-           "3_1",
-           70,
-           2346
-          ],
-          [
-           "3_1",
-           70,
-           2347
-          ],
-          [
-           "3_1",
-           70,
-           2348
-          ],
-          [
-           "3_1",
-           70,
-           2349
-          ],
-          [
-           "3_1",
-           70,
-           2350
-          ],
-          [
-           "3_1",
-           71,
-           2351
-          ],
-          [
-           "3_1",
-           71,
-           2352
-          ],
-          [
-           "3_1",
-           71,
-           2353
-          ],
-          [
-           "3_1",
-           71,
-           2355
-          ],
-          [
-           "3_1",
-           72,
-           2357
-          ],
-          [
-           "3_1",
-           72,
-           2358
-          ],
-          [
-           "3_1",
-           72,
-           2359
-          ],
-          [
-           "3_1",
-           73,
-           2362
-          ],
-          [
-           "3_1",
-           73,
-           2363
-          ],
-          [
-           "3_1",
-           73,
-           2364
-          ],
-          [
-           "3_1",
-           73,
-           2365
-          ],
-          [
-           "3_1",
-           74,
-           2366
-          ],
-          [
-           "3_1",
-           74,
-           2367
-          ],
-          [
-           "3_1",
-           74,
-           2368
-          ],
-          [
-           "3_1",
-           74,
-           2370
-          ],
-          [
-           "3_1",
-           75,
-           2371
-          ],
-          [
-           "3_1",
-           75,
-           2372
-          ],
-          [
-           "3_1",
-           75,
-           2373
-          ],
-          [
-           "3_1",
-           75,
-           2374
-          ],
-          [
-           "3_1",
-           76,
-           2376
-          ],
-          [
-           "3_1",
-           76,
-           2377
-          ],
-          [
-           "3_1",
-           76,
-           2378
-          ],
-          [
-           "3_1",
-           76,
-           2379
-          ],
-          [
-           "3_1",
-           76,
-           2380
-          ],
-          [
-           "3_1",
-           77,
-           2381
-          ],
-          [
-           "3_1",
-           77,
-           2384
-          ],
-          [
-           "3_1",
-           77,
-           2385
-          ],
-          [
-           "3_1",
-           78,
-           2386
-          ],
-          [
-           "3_1",
-           78,
-           2388
-          ],
-          [
-           "3_1",
-           78,
-           2389
-          ],
-          [
-           "3_1",
-           78,
-           2390
-          ],
-          [
-           "3_1",
-           79,
-           2391
-          ],
-          [
-           "3_1",
-           79,
-           2392
-          ],
-          [
-           "3_1",
-           79,
-           2394
-          ],
-          [
-           "3_1",
-           79,
-           2395
-          ],
-          [
-           "3_1",
-           80,
-           2396
-          ],
-          [
-           "3_1",
-           80,
-           2397
-          ],
-          [
-           "3_1",
-           80,
-           2398
-          ],
-          [
-           "3_1",
-           80,
-           2399
-          ],
-          [
-           "3_1",
-           80,
-           2400
-          ],
-          [
-           "3_1",
-           81,
-           2401
-          ],
-          [
-           "3_1",
-           81,
-           2403
-          ],
-          [
-           "3_1",
-           81,
-           2404
-          ],
-          [
-           "3_1",
-           81,
-           2405
-          ],
-          [
-           "3_1",
-           82,
-           2406
-          ],
-          [
-           "3_1",
-           82,
-           2407
-          ],
-          [
-           "3_1",
-           82,
-           2408
-          ],
-          [
-           "3_1",
-           82,
-           2409
-          ],
-          [
-           "3_1",
-           82,
-           2410
-          ],
-          [
-           "3_1",
-           83,
-           2411
-          ],
-          [
-           "3_1",
-           83,
-           2412
-          ],
-          [
-           "3_1",
-           83,
-           2414
-          ],
-          [
-           "3_1",
-           83,
-           2415
-          ],
-          [
-           "3_1",
-           84,
-           2416
-          ],
-          [
-           "3_1",
-           84,
-           2420
-          ],
-          [
-           "3_1",
-           85,
-           2422
-          ],
-          [
-           "3_1",
-           85,
-           2423
-          ],
-          [
-           "3_1",
-           85,
-           2424
-          ],
-          [
-           "3_1",
-           86,
-           2426
-          ],
-          [
-           "3_1",
-           86,
-           2427
-          ],
-          [
-           "3_1",
-           86,
-           2428
-          ],
-          [
-           "3_1",
-           86,
-           2429
-          ],
-          [
-           "3_1",
-           87,
-           2431
-          ],
-          [
-           "3_1",
-           87,
-           2432
-          ],
-          [
-           "3_1",
-           87,
-           2433
-          ],
-          [
-           "3_1",
-           88,
-           2437
-          ],
-          [
-           "3_1",
-           88,
-           2438
-          ],
-          [
-           "3_1",
-           88,
-           2439
-          ],
-          [
-           "3_1",
-           88,
-           2440
-          ],
-          [
-           "3_1",
-           89,
-           2441
-          ],
-          [
-           "3_1",
-           89,
-           2443
-          ],
-          [
-           "3_1",
-           89,
-           2444
-          ],
-          [
-           "3_1",
-           90,
-           2448
-          ],
-          [
-           "3_1",
-           91,
-           2452
-          ],
-          [
-           "3_1",
-           91,
-           2453
-          ],
-          [
-           "3_1",
-           92,
-           2456
-          ],
-          [
-           "3_1",
-           92,
-           2460
-          ],
-          [
-           "3_1",
-           93,
-           2463
-          ],
-          [
-           "3_1",
-           93,
-           2464
-          ],
-          [
-           "3_1",
-           93,
-           2465
-          ],
-          [
-           "3_1",
-           94,
-           2466
-          ],
-          [
-           "3_1",
-           94,
-           2467
-          ],
-          [
-           "3_1",
-           94,
-           2468
-          ],
-          [
-           "3_1",
-           94,
-           2469
-          ],
-          [
-           "3_1",
-           94,
-           2470
-          ],
-          [
-           "3_1",
-           95,
-           2471
-          ],
-          [
-           "3_1",
-           95,
-           2472
-          ],
-          [
-           "3_1",
-           95,
-           2473
-          ],
-          [
-           "3_1",
-           95,
-           2474
-          ],
-          [
-           "3_1",
-           95,
-           2475
-          ],
-          [
-           "3_1",
-           96,
-           2476
-          ],
-          [
-           "3_1",
-           96,
-           2477
-          ],
-          [
-           "3_1",
-           96,
-           2478
-          ],
-          [
-           "3_1",
-           96,
-           2479
-          ],
-          [
-           "3_1",
-           97,
-           2481
-          ],
-          [
-           "3_1",
-           97,
-           2482
-          ],
-          [
-           "3_1",
-           97,
-           2484
-          ],
-          [
-           "3_1",
-           97,
-           2485
-          ],
-          [
-           "3_1",
-           98,
-           2487
-          ],
-          [
-           "3_1",
-           99,
-           2491
-          ],
-          [
-           "3_1",
-           99,
-           2492
-          ],
-          [
-           "3_1",
-           99,
-           2493
-          ],
-          [
-           "3_1",
-           99,
-           2494
-          ],
-          [
-           "3_1",
-           99,
-           2495
-          ],
-          [
-           "3_1",
-           100,
-           2497
-          ],
-          [
-           "3_1",
-           100,
-           2498
-          ],
-          [
-           "3_1",
-           100,
-           2499
-          ],
-          [
-           "3_1",
-           100,
-           2500
-          ],
-          [
-           "3_2",
-           1,
-           2501
-          ],
-          [
-           "3_2",
-           1,
-           2502
-          ],
-          [
-           "3_2",
-           1,
-           2503
-          ],
-          [
-           "3_2",
-           1,
-           2505
-          ],
-          [
-           "3_2",
-           2,
-           2506
-          ],
-          [
-           "3_2",
-           2,
-           2507
-          ],
-          [
-           "3_2",
-           2,
-           2509
-          ],
-          [
-           "3_2",
-           3,
-           2512
-          ],
-          [
-           "3_2",
-           3,
-           2513
-          ],
-          [
-           "3_2",
-           3,
-           2514
-          ],
-          [
-           "3_2",
-           3,
-           2515
-          ],
-          [
-           "3_2",
-           4,
-           2516
-          ],
-          [
-           "3_2",
-           4,
-           2517
-          ],
-          [
-           "3_2",
-           4,
-           2519
-          ],
-          [
-           "3_2",
-           4,
-           2520
-          ],
-          [
-           "3_2",
-           5,
-           2521
-          ],
-          [
-           "3_2",
-           5,
-           2522
-          ],
-          [
-           "3_2",
-           5,
-           2523
-          ],
-          [
-           "3_2",
-           5,
-           2524
-          ],
-          [
-           "3_2",
-           6,
-           2526
-          ],
-          [
-           "3_2",
-           6,
-           2530
-          ],
-          [
-           "3_2",
-           7,
-           2532
-          ],
-          [
-           "3_2",
-           7,
-           2533
-          ],
-          [
-           "3_2",
-           7,
-           2534
-          ],
-          [
-           "3_2",
-           7,
-           2535
-          ],
-          [
-           "3_2",
-           8,
-           2537
-          ],
-          [
-           "3_2",
-           8,
-           2538
-          ],
-          [
-           "3_2",
-           8,
-           2539
-          ],
-          [
-           "3_2",
-           8,
-           2540
-          ],
-          [
-           "3_2",
-           9,
-           2541
-          ],
-          [
-           "3_2",
-           9,
-           2542
-          ],
-          [
-           "3_2",
-           9,
-           2544
-          ],
-          [
-           "3_2",
-           9,
-           2545
-          ],
-          [
-           "3_2",
-           10,
-           2546
-          ],
-          [
-           "3_2",
-           10,
-           2547
-          ],
-          [
-           "3_2",
-           10,
-           2548
-          ],
-          [
-           "3_2",
-           10,
-           2549
-          ],
-          [
-           "3_2",
-           10,
-           2550
-          ],
-          [
-           "3_2",
-           11,
-           2551
-          ],
-          [
-           "3_2",
-           11,
-           2552
-          ],
-          [
-           "3_2",
-           11,
-           2553
-          ],
-          [
-           "3_2",
-           11,
-           2555
-          ],
-          [
-           "3_2",
-           12,
-           2556
-          ],
-          [
-           "3_2",
-           12,
-           2557
-          ],
-          [
-           "3_2",
-           12,
-           2558
-          ],
-          [
-           "3_2",
-           12,
-           2559
-          ],
-          [
-           "3_2",
-           12,
-           2560
-          ],
-          [
-           "3_2",
-           13,
-           2561
-          ],
-          [
-           "3_2",
-           13,
-           2562
-          ],
-          [
-           "3_2",
-           13,
-           2563
-          ],
-          [
-           "3_2",
-           13,
-           2564
-          ],
-          [
-           "3_2",
-           14,
-           2566
-          ],
-          [
-           "3_2",
-           14,
-           2567
-          ],
-          [
-           "3_2",
-           14,
-           2568
-          ],
-          [
-           "3_2",
-           14,
-           2569
-          ],
-          [
-           "3_2",
-           14,
-           2570
-          ],
-          [
-           "3_2",
-           15,
-           2571
-          ],
-          [
-           "3_2",
-           15,
-           2572
-          ],
-          [
-           "3_2",
-           15,
-           2573
-          ],
-          [
-           "3_2",
-           15,
-           2575
-          ],
-          [
-           "3_2",
-           16,
-           2577
-          ],
-          [
-           "3_2",
-           16,
-           2578
-          ],
-          [
-           "3_2",
-           16,
-           2579
-          ],
-          [
-           "3_2",
-           16,
-           2580
-          ],
-          [
-           "3_2",
-           17,
-           2581
-          ],
-          [
-           "3_2",
-           17,
-           2582
-          ],
-          [
-           "3_2",
-           17,
-           2583
-          ],
-          [
-           "3_2",
-           17,
-           2584
-          ],
-          [
-           "3_2",
-           17,
-           2585
-          ],
-          [
-           "3_2",
-           18,
-           2586
-          ],
-          [
-           "3_2",
-           18,
-           2587
-          ],
-          [
-           "3_2",
-           18,
-           2589
-          ],
-          [
-           "3_2",
-           18,
-           2590
-          ],
-          [
-           "3_2",
-           19,
-           2592
-          ],
-          [
-           "3_2",
-           19,
-           2593
-          ],
-          [
-           "3_2",
-           19,
-           2594
-          ],
-          [
-           "3_2",
-           19,
-           2595
-          ],
-          [
-           "3_2",
-           20,
-           2596
-          ],
-          [
-           "3_2",
-           20,
-           2597
-          ],
-          [
-           "3_2",
-           20,
-           2598
-          ],
-          [
-           "3_2",
-           20,
-           2600
-          ],
-          [
-           "3_2",
-           21,
-           2601
-          ],
-          [
-           "3_2",
-           21,
-           2603
-          ],
-          [
-           "3_2",
-           21,
-           2604
-          ],
-          [
-           "3_2",
-           21,
-           2605
-          ],
-          [
-           "3_2",
-           22,
-           2606
-          ],
-          [
-           "3_2",
-           22,
-           2607
-          ],
-          [
-           "3_2",
-           22,
-           2608
-          ],
-          [
-           "3_2",
-           22,
-           2609
-          ],
-          [
-           "3_2",
-           22,
-           2610
-          ],
-          [
-           "3_2",
-           23,
-           2611
-          ],
-          [
-           "3_2",
-           23,
-           2612
-          ],
-          [
-           "3_2",
-           23,
-           2613
-          ],
-          [
-           "3_2",
-           23,
-           2614
-          ],
-          [
-           "3_2",
-           23,
-           2615
-          ],
-          [
-           "3_2",
-           24,
-           2616
-          ],
-          [
-           "3_2",
-           24,
-           2617
-          ],
-          [
-           "3_2",
-           24,
-           2618
-          ],
-          [
-           "3_2",
-           24,
-           2619
-          ],
-          [
-           "3_2",
-           24,
-           2620
-          ],
-          [
-           "3_2",
-           25,
-           2621
-          ],
-          [
-           "3_2",
-           25,
-           2622
-          ],
-          [
-           "3_2",
-           25,
-           2623
-          ],
-          [
-           "3_2",
-           25,
-           2624
-          ],
-          [
-           "3_2",
-           25,
-           2625
-          ],
-          [
-           "3_2",
-           26,
-           2628
-          ],
-          [
-           "3_2",
-           26,
-           2629
-          ],
-          [
-           "3_2",
-           26,
-           2630
-          ],
-          [
-           "3_2",
-           27,
-           2631
-          ],
-          [
-           "3_2",
-           27,
-           2632
-          ],
-          [
-           "3_2",
-           27,
-           2634
-          ],
-          [
-           "3_2",
-           27,
-           2635
-          ],
-          [
-           "3_2",
-           28,
-           2638
-          ],
-          [
-           "3_2",
-           28,
-           2639
-          ],
-          [
-           "3_2",
-           28,
-           2640
-          ],
-          [
-           "3_2",
-           29,
-           2641
-          ],
-          [
-           "3_2",
-           29,
-           2643
-          ],
-          [
-           "3_2",
-           29,
-           2644
-          ],
-          [
-           "3_2",
-           29,
-           2645
-          ],
-          [
-           "3_2",
-           30,
-           2646
-          ],
-          [
-           "3_2",
-           30,
-           2647
-          ],
-          [
-           "3_2",
-           30,
-           2648
-          ],
-          [
-           "3_2",
-           30,
-           2649
-          ],
-          [
-           "3_2",
-           30,
-           2650
-          ],
-          [
-           "3_2",
-           31,
-           2651
-          ],
-          [
-           "3_2",
-           31,
-           2652
-          ],
-          [
-           "3_2",
-           31,
-           2653
-          ],
-          [
-           "3_2",
-           31,
-           2654
-          ],
-          [
-           "3_2",
-           31,
-           2655
-          ],
-          [
-           "3_2",
-           32,
-           2658
-          ],
-          [
-           "3_2",
-           33,
-           2661
-          ],
-          [
-           "3_2",
-           33,
-           2662
-          ],
-          [
-           "3_2",
-           33,
-           2664
-          ],
-          [
-           "3_2",
-           33,
-           2665
-          ],
-          [
-           "3_2",
-           34,
-           2667
-          ],
-          [
-           "3_2",
-           34,
-           2668
-          ],
-          [
-           "3_2",
-           34,
-           2670
-          ],
-          [
-           "3_2",
-           35,
-           2671
-          ],
-          [
-           "3_2",
-           35,
-           2672
-          ],
-          [
-           "3_2",
-           35,
-           2673
-          ],
-          [
-           "3_2",
-           35,
-           2675
-          ],
-          [
-           "3_2",
-           36,
-           2676
-          ],
-          [
-           "3_2",
-           36,
-           2677
-          ],
-          [
-           "3_2",
-           36,
-           2678
-          ],
-          [
-           "3_2",
-           36,
-           2679
-          ],
-          [
-           "3_2",
-           36,
-           2680
-          ],
-          [
-           "3_2",
-           37,
-           2681
-          ],
-          [
-           "3_2",
-           37,
-           2682
-          ],
-          [
-           "3_2",
-           37,
-           2685
-          ],
-          [
-           "3_2",
-           38,
-           2686
-          ],
-          [
-           "3_2",
-           38,
-           2687
-          ],
-          [
-           "3_2",
-           38,
-           2688
-          ],
-          [
-           "3_2",
-           38,
-           2689
-          ],
-          [
-           "3_2",
-           38,
-           2690
-          ],
-          [
-           "3_2",
-           39,
-           2691
-          ],
-          [
-           "3_2",
-           39,
-           2692
-          ],
-          [
-           "3_2",
-           39,
-           2693
-          ],
-          [
-           "3_2",
-           39,
-           2695
-          ],
-          [
-           "3_2",
-           40,
-           2696
-          ],
-          [
-           "3_2",
-           40,
-           2697
-          ],
-          [
-           "3_2",
-           40,
-           2699
-          ],
-          [
-           "3_2",
-           40,
-           2700
-          ],
-          [
-           "3_2",
-           41,
-           2702
-          ],
-          [
-           "3_2",
-           41,
-           2703
-          ],
-          [
-           "3_2",
-           41,
-           2704
-          ],
-          [
-           "3_2",
-           42,
-           2706
-          ],
-          [
-           "3_2",
-           42,
-           2707
-          ],
-          [
-           "3_2",
-           42,
-           2708
-          ],
-          [
-           "3_2",
-           42,
-           2709
-          ],
-          [
-           "3_2",
-           42,
-           2710
-          ],
-          [
-           "3_2",
-           43,
-           2713
-          ],
-          [
-           "3_2",
-           43,
-           2715
-          ],
-          [
-           "3_2",
-           44,
-           2718
-          ],
-          [
-           "3_2",
-           44,
-           2719
-          ],
-          [
-           "3_2",
-           45,
-           2723
-          ],
-          [
-           "3_2",
-           45,
-           2724
-          ],
-          [
-           "3_2",
-           45,
-           2725
-          ],
-          [
-           "3_2",
-           46,
-           2726
-          ],
-          [
-           "3_2",
-           46,
-           2727
-          ],
-          [
-           "3_2",
-           46,
-           2728
-          ],
-          [
-           "3_2",
-           46,
-           2729
-          ],
-          [
-           "3_2",
-           46,
-           2730
-          ],
-          [
-           "3_2",
-           47,
-           2732
-          ],
-          [
-           "3_2",
-           47,
-           2734
-          ],
-          [
-           "3_2",
-           47,
-           2735
-          ],
-          [
-           "3_2",
-           48,
-           2736
-          ],
-          [
-           "3_2",
-           48,
-           2740
-          ],
-          [
-           "3_2",
-           49,
-           2741
-          ],
-          [
-           "3_2",
-           49,
-           2742
-          ],
-          [
-           "3_2",
-           49,
-           2743
-          ],
-          [
-           "3_2",
-           49,
-           2744
-          ],
-          [
-           "3_2",
-           49,
-           2745
-          ],
-          [
-           "3_2",
-           50,
-           2747
-          ],
-          [
-           "3_2",
-           50,
-           2749
-          ],
-          [
-           "3_2",
-           50,
-           2750
-          ],
-          [
-           "3_2",
-           51,
-           2751
-          ],
-          [
-           "3_2",
-           51,
-           2752
-          ],
-          [
-           "3_2",
-           51,
-           2754
-          ],
-          [
-           "3_2",
-           51,
-           2755
-          ],
-          [
-           "3_2",
-           52,
-           2756
-          ],
-          [
-           "3_2",
-           52,
-           2757
-          ],
-          [
-           "3_2",
-           52,
-           2758
-          ],
-          [
-           "3_2",
-           52,
-           2759
-          ],
-          [
-           "3_2",
-           52,
-           2760
-          ],
-          [
-           "3_2",
-           53,
-           2761
-          ],
-          [
-           "3_2",
-           53,
-           2762
-          ],
-          [
-           "3_2",
-           53,
-           2764
-          ],
-          [
-           "3_2",
-           53,
-           2765
-          ],
-          [
-           "3_2",
-           54,
-           2766
-          ],
-          [
-           "3_2",
-           54,
-           2767
-          ],
-          [
-           "3_2",
-           54,
-           2768
-          ],
-          [
-           "3_2",
-           55,
-           2771
-          ],
-          [
-           "3_2",
-           55,
-           2772
-          ],
-          [
-           "3_2",
-           55,
-           2774
-          ],
-          [
-           "3_2",
-           55,
-           2775
-          ],
-          [
-           "3_2",
-           56,
-           2776
-          ],
-          [
-           "3_2",
-           56,
-           2778
-          ],
-          [
-           "3_2",
-           56,
-           2779
-          ],
-          [
-           "3_2",
-           57,
-           2781
-          ],
-          [
-           "3_2",
-           57,
-           2782
-          ],
-          [
-           "3_2",
-           57,
-           2783
-          ],
-          [
-           "3_2",
-           57,
-           2784
-          ],
-          [
-           "3_2",
-           58,
-           2787
-          ],
-          [
-           "3_2",
-           58,
-           2789
-          ],
-          [
-           "3_2",
-           58,
-           2790
-          ],
-          [
-           "3_2",
-           59,
-           2793
-          ],
-          [
-           "3_2",
-           59,
-           2795
-          ],
-          [
-           "3_2",
-           60,
-           2796
-          ],
-          [
-           "3_2",
-           60,
-           2797
-          ],
-          [
-           "3_2",
-           60,
-           2798
-          ],
-          [
-           "3_2",
-           60,
-           2799
-          ],
-          [
-           "3_2",
-           61,
-           2802
-          ],
-          [
-           "3_2",
-           61,
-           2804
-          ],
-          [
-           "3_2",
-           62,
-           2806
-          ],
-          [
-           "3_2",
-           62,
-           2808
-          ],
-          [
-           "3_2",
-           62,
-           2809
-          ],
-          [
-           "3_2",
-           63,
-           2812
-          ],
-          [
-           "3_2",
-           63,
-           2813
-          ],
-          [
-           "3_2",
-           63,
-           2814
-          ],
-          [
-           "3_2",
-           63,
-           2815
-          ],
-          [
-           "3_2",
-           64,
-           2816
-          ],
-          [
-           "3_2",
-           64,
-           2817
-          ],
-          [
-           "3_2",
-           64,
-           2818
-          ],
-          [
-           "3_2",
-           64,
-           2819
-          ],
-          [
-           "3_2",
-           64,
-           2820
-          ],
-          [
-           "3_2",
-           65,
-           2821
-          ],
-          [
-           "3_2",
-           65,
-           2822
-          ],
-          [
-           "3_2",
-           65,
-           2823
-          ],
-          [
-           "3_2",
-           65,
-           2824
-          ],
-          [
-           "3_2",
-           66,
-           2826
-          ],
-          [
-           "3_2",
-           66,
-           2827
-          ],
-          [
-           "3_2",
-           66,
-           2828
-          ],
-          [
-           "3_2",
-           66,
-           2829
-          ],
-          [
-           "3_2",
-           67,
-           2831
-          ],
-          [
-           "3_2",
-           67,
-           2832
-          ],
-          [
-           "3_2",
-           67,
-           2834
-          ],
-          [
-           "3_2",
-           67,
-           2835
-          ],
-          [
-           "3_2",
-           68,
-           2837
-          ],
-          [
-           "3_2",
-           68,
-           2838
-          ],
-          [
-           "3_2",
-           68,
-           2839
-          ],
-          [
-           "3_2",
-           68,
-           2840
-          ],
-          [
-           "3_2",
-           69,
-           2841
-          ],
-          [
-           "3_2",
-           69,
-           2843
-          ],
-          [
-           "3_2",
-           69,
-           2845
-          ],
-          [
-           "3_2",
-           70,
-           2846
-          ],
-          [
-           "3_2",
-           70,
-           2848
-          ],
-          [
-           "3_2",
-           70,
-           2849
-          ],
-          [
-           "3_2",
-           70,
-           2850
-          ],
-          [
-           "3_2",
-           71,
-           2852
-          ],
-          [
-           "3_2",
-           71,
-           2853
-          ],
-          [
-           "3_2",
-           71,
-           2854
-          ],
-          [
-           "3_2",
-           71,
-           2855
-          ],
-          [
-           "3_2",
-           72,
-           2856
-          ],
-          [
-           "3_2",
-           72,
-           2857
-          ],
-          [
-           "3_2",
-           72,
-           2858
-          ],
-          [
-           "3_2",
-           72,
-           2859
-          ],
-          [
-           "3_2",
-           73,
-           2861
-          ],
-          [
-           "3_2",
-           73,
-           2863
-          ],
-          [
-           "3_2",
-           73,
-           2864
-          ],
-          [
-           "3_2",
-           73,
-           2865
-          ],
-          [
-           "3_2",
-           74,
-           2867
-          ],
-          [
-           "3_2",
-           74,
-           2869
-          ],
-          [
-           "3_2",
-           74,
-           2870
-          ],
-          [
-           "3_2",
-           75,
-           2871
-          ],
-          [
-           "3_2",
-           75,
-           2873
-          ],
-          [
-           "3_2",
-           75,
-           2874
-          ],
-          [
-           "3_2",
-           75,
-           2875
-          ],
-          [
-           "3_2",
-           76,
-           2876
-          ],
-          [
-           "3_2",
-           76,
-           2878
-          ],
-          [
-           "3_2",
-           76,
-           2879
-          ],
-          [
-           "3_2",
-           77,
-           2881
-          ],
-          [
-           "3_2",
-           77,
-           2883
-          ],
-          [
-           "3_2",
-           77,
-           2884
-          ],
-          [
-           "3_2",
-           77,
-           2885
-          ],
-          [
-           "3_2",
-           78,
-           2886
-          ],
-          [
-           "3_2",
-           78,
-           2887
-          ],
-          [
-           "3_2",
-           78,
-           2888
-          ],
-          [
-           "3_2",
-           78,
-           2890
-          ],
-          [
-           "3_2",
-           79,
-           2891
-          ],
-          [
-           "3_2",
-           79,
-           2892
-          ],
-          [
-           "3_2",
-           79,
-           2893
-          ],
-          [
-           "3_2",
-           79,
-           2894
-          ],
-          [
-           "3_2",
-           79,
-           2895
-          ],
-          [
-           "3_2",
-           80,
-           2896
-          ],
-          [
-           "3_2",
-           80,
-           2897
-          ],
-          [
-           "3_2",
-           80,
-           2898
-          ],
-          [
-           "3_2",
-           80,
-           2899
-          ],
-          [
-           "3_2",
-           80,
-           2900
-          ],
-          [
-           "3_2",
-           81,
-           2901
-          ],
-          [
-           "3_2",
-           81,
-           2902
-          ],
-          [
-           "3_2",
-           81,
-           2904
-          ],
-          [
-           "3_2",
-           82,
-           2906
-          ],
-          [
-           "3_2",
-           82,
-           2907
-          ],
-          [
-           "3_2",
-           82,
-           2909
-          ],
-          [
-           "3_2",
-           82,
-           2910
-          ],
-          [
-           "3_2",
-           83,
-           2911
-          ],
-          [
-           "3_2",
-           83,
-           2912
-          ],
-          [
-           "3_2",
-           83,
-           2913
-          ],
-          [
-           "3_2",
-           83,
-           2914
-          ],
-          [
-           "3_2",
-           83,
-           2915
-          ],
-          [
-           "3_2",
-           84,
-           2916
-          ],
-          [
-           "3_2",
-           84,
-           2919
-          ],
-          [
-           "3_2",
-           85,
-           2921
-          ],
-          [
-           "3_2",
-           85,
-           2922
-          ],
-          [
-           "3_2",
-           85,
-           2923
-          ],
-          [
-           "3_2",
-           85,
-           2924
-          ],
-          [
-           "3_2",
-           86,
-           2926
-          ],
-          [
-           "3_2",
-           86,
-           2928
-          ],
-          [
-           "3_2",
-           86,
-           2930
-          ],
-          [
-           "3_2",
-           87,
-           2932
-          ],
-          [
-           "3_2",
-           87,
-           2933
-          ],
-          [
-           "3_2",
-           87,
-           2934
-          ],
-          [
-           "3_2",
-           87,
-           2935
-          ],
-          [
-           "3_2",
-           88,
-           2936
-          ],
-          [
-           "3_2",
-           88,
-           2938
-          ],
-          [
-           "3_2",
-           88,
-           2939
-          ],
-          [
-           "3_2",
-           88,
-           2940
-          ],
-          [
-           "3_2",
-           89,
-           2941
-          ],
-          [
-           "3_2",
-           89,
-           2942
-          ],
-          [
-           "3_2",
-           89,
-           2943
-          ],
-          [
-           "3_2",
-           89,
-           2944
-          ],
-          [
-           "3_2",
-           89,
-           2945
-          ],
-          [
-           "3_2",
-           90,
-           2946
-          ],
-          [
-           "3_2",
-           90,
-           2947
-          ],
-          [
-           "3_2",
-           90,
-           2948
-          ],
-          [
-           "3_2",
-           90,
-           2949
-          ],
-          [
-           "3_2",
-           90,
-           2950
-          ],
-          [
-           "3_2",
-           91,
-           2951
-          ],
-          [
-           "3_2",
-           91,
-           2952
-          ],
-          [
-           "3_2",
-           91,
-           2953
-          ],
-          [
-           "3_2",
-           91,
-           2955
-          ],
-          [
-           "3_2",
-           92,
-           2956
-          ],
-          [
-           "3_2",
-           92,
-           2957
-          ],
-          [
-           "3_2",
-           92,
-           2959
-          ],
-          [
-           "3_2",
-           92,
-           2960
-          ],
-          [
-           "3_2",
-           93,
-           2961
-          ],
-          [
-           "3_2",
-           93,
-           2962
-          ],
-          [
-           "3_2",
-           93,
-           2963
-          ],
-          [
-           "3_2",
-           93,
-           2964
-          ],
-          [
-           "3_2",
-           93,
-           2965
-          ],
-          [
-           "3_2",
-           94,
-           2968
-          ],
-          [
-           "3_2",
-           94,
-           2969
-          ],
-          [
-           "3_2",
-           94,
-           2970
-          ],
-          [
-           "3_2",
-           95,
-           2973
-          ],
-          [
-           "3_2",
-           95,
-           2974
-          ],
-          [
-           "3_2",
-           95,
-           2975
-          ],
-          [
-           "3_2",
-           96,
-           2976
-          ],
-          [
-           "3_2",
-           96,
-           2977
-          ],
-          [
-           "3_2",
-           96,
-           2978
-          ],
-          [
-           "3_2",
-           96,
-           2979
-          ],
-          [
-           "3_2",
-           96,
-           2980
-          ],
-          [
-           "3_2",
-           97,
-           2982
-          ],
-          [
-           "3_2",
-           97,
-           2983
-          ],
-          [
-           "3_2",
-           98,
-           2986
-          ],
-          [
-           "3_2",
-           98,
-           2987
-          ],
-          [
-           "3_2",
-           98,
-           2988
-          ],
-          [
-           "3_2",
-           98,
-           2989
-          ],
-          [
-           "3_2",
-           98,
-           2990
-          ],
-          [
-           "3_2",
-           99,
-           2991
-          ],
-          [
-           "3_2",
-           99,
-           2992
-          ],
-          [
-           "3_2",
-           99,
-           2994
-          ],
-          [
-           "3_2",
-           99,
-           2995
-          ],
-          [
-           "3_2",
-           100,
-           2996
-          ],
-          [
-           "3_2",
-           100,
-           2997
-          ],
-          [
-           "3_2",
-           100,
-           2998
-          ],
-          [
-           "3_2",
-           100,
-           2999
-          ],
-          [
-           "3_2",
-           100,
-           3000
-          ],
-          [
-           "4_1",
-           1,
-           3001
-          ],
-          [
-           "4_1",
-           1,
-           3002
-          ],
-          [
-           "4_1",
-           1,
-           3003
-          ],
-          [
-           "4_1",
-           1,
-           3004
-          ],
-          [
-           "4_1",
-           1,
-           3005
-          ],
-          [
-           "4_1",
-           2,
-           3007
-          ],
-          [
-           "4_1",
-           2,
-           3009
-          ],
-          [
-           "4_1",
-           3,
-           3011
-          ],
-          [
-           "4_1",
-           3,
-           3012
-          ],
-          [
-           "4_1",
-           3,
-           3013
-          ],
-          [
-           "4_1",
-           3,
-           3014
-          ],
-          [
-           "4_1",
-           3,
-           3015
-          ],
-          [
-           "4_1",
-           4,
-           3016
-          ],
-          [
-           "4_1",
-           4,
-           3017
-          ],
-          [
-           "4_1",
-           4,
-           3019
-          ],
-          [
-           "4_1",
-           4,
-           3020
-          ],
-          [
-           "4_1",
-           5,
-           3021
-          ],
-          [
-           "4_1",
-           5,
-           3022
-          ],
-          [
-           "4_1",
-           5,
-           3023
-          ],
-          [
-           "4_1",
-           5,
-           3024
-          ],
-          [
-           "4_1",
-           5,
-           3025
-          ],
-          [
-           "4_1",
-           6,
-           3026
-          ],
-          [
-           "4_1",
-           6,
-           3027
-          ],
-          [
-           "4_1",
-           6,
-           3028
-          ],
-          [
-           "4_1",
-           6,
-           3029
-          ],
-          [
-           "4_1",
-           6,
-           3030
-          ],
-          [
-           "4_1",
-           7,
-           3031
-          ],
-          [
-           "4_1",
-           7,
-           3034
-          ],
-          [
-           "4_1",
-           7,
-           3035
-          ],
-          [
-           "4_1",
-           8,
-           3036
-          ],
-          [
-           "4_1",
-           8,
-           3037
-          ],
-          [
-           "4_1",
-           8,
-           3038
-          ],
-          [
-           "4_1",
-           8,
-           3039
-          ],
-          [
-           "4_1",
-           8,
-           3040
-          ],
-          [
-           "4_1",
-           9,
-           3041
-          ],
-          [
-           "4_1",
-           9,
-           3042
-          ],
-          [
-           "4_1",
-           9,
-           3043
-          ],
-          [
-           "4_1",
-           9,
-           3044
-          ],
-          [
-           "4_1",
-           10,
-           3046
-          ],
-          [
-           "4_1",
-           10,
-           3047
-          ],
-          [
-           "4_1",
-           10,
-           3048
-          ],
-          [
-           "4_1",
-           10,
-           3049
-          ],
-          [
-           "4_1",
-           10,
-           3050
-          ],
-          [
-           "4_1",
-           11,
-           3052
-          ],
-          [
-           "4_1",
-           11,
-           3053
-          ],
-          [
-           "4_1",
-           11,
-           3054
-          ],
-          [
-           "4_1",
-           11,
-           3055
-          ],
-          [
-           "4_1",
-           12,
-           3056
-          ],
-          [
-           "4_1",
-           12,
-           3057
-          ],
-          [
-           "4_1",
-           12,
-           3058
-          ],
-          [
-           "4_1",
-           12,
-           3059
-          ],
-          [
-           "4_1",
-           13,
-           3061
-          ],
-          [
-           "4_1",
-           14,
-           3066
-          ],
-          [
-           "4_1",
-           14,
-           3067
-          ],
-          [
-           "4_1",
-           14,
-           3068
-          ],
-          [
-           "4_1",
-           15,
-           3071
-          ],
-          [
-           "4_1",
-           15,
-           3073
-          ],
-          [
-           "4_1",
-           15,
-           3075
-          ],
-          [
-           "4_1",
-           16,
-           3076
-          ],
-          [
-           "4_1",
-           16,
-           3077
-          ],
-          [
-           "4_1",
-           16,
-           3078
-          ],
-          [
-           "4_1",
-           16,
-           3079
-          ],
-          [
-           "4_1",
-           16,
-           3080
-          ],
-          [
-           "4_1",
-           17,
-           3081
-          ],
-          [
-           "4_1",
-           17,
-           3082
-          ],
-          [
-           "4_1",
-           17,
-           3083
-          ],
-          [
-           "4_1",
-           17,
-           3084
-          ],
-          [
-           "4_1",
-           17,
-           3085
-          ],
-          [
-           "4_1",
-           18,
-           3088
-          ],
-          [
-           "4_1",
-           18,
-           3090
-          ],
-          [
-           "4_1",
-           19,
-           3091
-          ],
-          [
-           "4_1",
-           19,
-           3092
-          ],
-          [
-           "4_1",
-           19,
-           3093
-          ],
-          [
-           "4_1",
-           19,
-           3094
-          ],
-          [
-           "4_1",
-           19,
-           3095
-          ],
-          [
-           "4_1",
-           20,
-           3096
-          ],
-          [
-           "4_1",
-           20,
-           3098
-          ],
-          [
-           "4_1",
-           20,
-           3099
-          ],
-          [
-           "4_1",
-           20,
-           3100
-          ],
-          [
-           "4_1",
-           21,
-           3101
-          ],
-          [
-           "4_1",
-           21,
-           3103
-          ],
-          [
-           "4_1",
-           21,
-           3105
-          ],
-          [
-           "4_1",
-           22,
-           3107
-          ],
-          [
-           "4_1",
-           22,
-           3108
-          ],
-          [
-           "4_1",
-           22,
-           3109
-          ],
-          [
-           "4_1",
-           22,
-           3110
-          ],
-          [
-           "4_1",
-           23,
-           3111
-          ],
-          [
-           "4_1",
-           23,
-           3113
-          ],
-          [
-           "4_1",
-           24,
-           3118
-          ],
-          [
-           "4_1",
-           24,
-           3119
-          ],
-          [
-           "4_1",
-           24,
-           3120
-          ],
-          [
-           "4_1",
-           25,
-           3123
-          ],
-          [
-           "4_1",
-           25,
-           3124
-          ],
-          [
-           "4_1",
-           25,
-           3125
-          ],
-          [
-           "4_1",
-           26,
-           3126
-          ],
-          [
-           "4_1",
-           26,
-           3127
-          ],
-          [
-           "4_1",
-           26,
-           3128
-          ],
-          [
-           "4_1",
-           26,
-           3129
-          ],
-          [
-           "4_1",
-           26,
-           3130
-          ],
-          [
-           "4_1",
-           27,
-           3131
-          ],
-          [
-           "4_1",
-           27,
-           3132
-          ],
-          [
-           "4_1",
-           27,
-           3133
-          ],
-          [
-           "4_1",
-           27,
-           3134
-          ],
-          [
-           "4_1",
-           27,
-           3135
-          ],
-          [
-           "4_1",
-           28,
-           3136
-          ],
-          [
-           "4_1",
-           28,
-           3137
-          ],
-          [
-           "4_1",
-           28,
-           3138
-          ],
-          [
-           "4_1",
-           28,
-           3140
-          ],
-          [
-           "4_1",
-           29,
-           3142
-          ],
-          [
-           "4_1",
-           29,
-           3143
-          ],
-          [
-           "4_1",
-           29,
-           3144
-          ],
-          [
-           "4_1",
-           30,
-           3146
-          ],
-          [
-           "4_1",
-           30,
-           3147
-          ],
-          [
-           "4_1",
-           30,
-           3148
-          ],
-          [
-           "4_1",
-           30,
-           3149
-          ],
-          [
-           "4_1",
-           30,
-           3150
-          ],
-          [
-           "4_1",
-           31,
-           3151
-          ],
-          [
-           "4_1",
-           31,
-           3152
-          ],
-          [
-           "4_1",
-           31,
-           3153
-          ],
-          [
-           "4_1",
-           32,
-           3157
-          ],
-          [
-           "4_1",
-           33,
-           3161
-          ],
-          [
-           "4_1",
-           33,
-           3162
-          ],
-          [
-           "4_1",
-           33,
-           3164
-          ],
-          [
-           "4_1",
-           33,
-           3165
-          ],
-          [
-           "4_1",
-           34,
-           3166
-          ],
-          [
-           "4_1",
-           34,
-           3168
-          ],
-          [
-           "4_1",
-           34,
-           3169
-          ],
-          [
-           "4_1",
-           35,
-           3171
-          ],
-          [
-           "4_1",
-           35,
-           3172
-          ],
-          [
-           "4_1",
-           35,
-           3173
-          ],
-          [
-           "4_1",
-           35,
-           3174
-          ],
-          [
-           "4_1",
-           35,
-           3175
-          ],
-          [
-           "4_1",
-           36,
-           3176
-          ],
-          [
-           "4_1",
-           36,
-           3177
-          ],
-          [
-           "4_1",
-           36,
-           3178
-          ],
-          [
-           "4_1",
-           36,
-           3179
-          ],
-          [
-           "4_1",
-           36,
-           3180
-          ],
-          [
-           "4_1",
-           37,
-           3182
-          ],
-          [
-           "4_1",
-           37,
-           3184
-          ],
-          [
-           "4_1",
-           38,
-           3186
-          ],
-          [
-           "4_1",
-           38,
-           3187
-          ],
-          [
-           "4_1",
-           38,
-           3188
-          ],
-          [
-           "4_1",
-           38,
-           3190
-          ],
-          [
-           "4_1",
-           39,
-           3192
-          ],
-          [
-           "4_1",
-           39,
-           3193
-          ],
-          [
-           "4_1",
-           39,
-           3194
-          ],
-          [
-           "4_1",
-           39,
-           3195
-          ],
-          [
-           "4_1",
-           40,
-           3199
-          ],
-          [
-           "4_1",
-           41,
-           3201
-          ],
-          [
-           "4_1",
-           41,
-           3202
-          ],
-          [
-           "4_1",
-           41,
-           3203
-          ],
-          [
-           "4_1",
-           41,
-           3204
-          ],
-          [
-           "4_1",
-           42,
-           3206
-          ],
-          [
-           "4_1",
-           42,
-           3207
-          ],
-          [
-           "4_1",
-           42,
-           3208
-          ],
-          [
-           "4_1",
-           42,
-           3209
-          ],
-          [
-           "4_1",
-           42,
-           3210
-          ],
-          [
-           "4_1",
-           43,
-           3211
-          ],
-          [
-           "4_1",
-           43,
-           3213
-          ],
-          [
-           "4_1",
-           43,
-           3214
-          ],
-          [
-           "4_1",
-           44,
-           3217
-          ],
-          [
-           "4_1",
-           44,
-           3218
-          ],
-          [
-           "4_1",
-           44,
-           3219
-          ],
-          [
-           "4_1",
-           44,
-           3220
-          ],
-          [
-           "4_1",
-           45,
-           3221
-          ],
-          [
-           "4_1",
-           45,
-           3222
-          ],
-          [
-           "4_1",
-           45,
-           3223
-          ],
-          [
-           "4_1",
-           45,
-           3224
-          ],
-          [
-           "4_1",
-           45,
-           3225
-          ],
-          [
-           "4_1",
-           46,
-           3226
-          ],
-          [
-           "4_1",
-           46,
-           3227
-          ],
-          [
-           "4_1",
-           46,
-           3228
-          ],
-          [
-           "4_1",
-           46,
-           3229
-          ],
-          [
-           "4_1",
-           47,
-           3231
-          ],
-          [
-           "4_1",
-           47,
-           3232
-          ],
-          [
-           "4_1",
-           47,
-           3233
-          ],
-          [
-           "4_1",
-           47,
-           3234
-          ],
-          [
-           "4_1",
-           47,
-           3235
-          ],
-          [
-           "4_1",
-           48,
-           3237
-          ],
-          [
-           "4_1",
-           48,
-           3238
-          ],
-          [
-           "4_1",
-           48,
-           3239
-          ],
-          [
-           "4_1",
-           49,
-           3241
-          ],
-          [
-           "4_1",
-           49,
-           3242
-          ],
-          [
-           "4_1",
-           49,
-           3244
-          ],
-          [
-           "4_1",
-           50,
-           3246
-          ],
-          [
-           "4_1",
-           50,
-           3247
-          ],
-          [
-           "4_1",
-           50,
-           3248
-          ],
-          [
-           "4_1",
-           50,
-           3250
-          ],
-          [
-           "4_1",
-           51,
-           3253
-          ],
-          [
-           "4_1",
-           51,
-           3254
-          ],
-          [
-           "4_1",
-           51,
-           3255
-          ],
-          [
-           "4_1",
-           52,
-           3256
-          ],
-          [
-           "4_1",
-           52,
-           3257
-          ],
-          [
-           "4_1",
-           52,
-           3258
-          ],
-          [
-           "4_1",
-           52,
-           3259
-          ],
-          [
-           "4_1",
-           52,
-           3260
-          ],
-          [
-           "4_1",
-           53,
-           3261
-          ],
-          [
-           "4_1",
-           53,
-           3262
-          ],
-          [
-           "4_1",
-           53,
-           3263
-          ],
-          [
-           "4_1",
-           53,
-           3264
-          ],
-          [
-           "4_1",
-           54,
-           3267
-          ],
-          [
-           "4_1",
-           54,
-           3269
-          ],
-          [
-           "4_1",
-           54,
-           3270
-          ],
-          [
-           "4_1",
-           55,
-           3271
-          ],
-          [
-           "4_1",
-           55,
-           3272
-          ],
-          [
-           "4_1",
-           55,
-           3273
-          ],
-          [
-           "4_1",
-           55,
-           3274
-          ],
-          [
-           "4_1",
-           55,
-           3275
-          ],
-          [
-           "4_1",
-           56,
-           3276
-          ],
-          [
-           "4_1",
-           56,
-           3277
-          ],
-          [
-           "4_1",
-           56,
-           3278
-          ],
-          [
-           "4_1",
-           56,
-           3279
-          ],
-          [
-           "4_1",
-           56,
-           3280
-          ],
-          [
-           "4_1",
-           57,
-           3281
-          ],
-          [
-           "4_1",
-           57,
-           3282
-          ],
-          [
-           "4_1",
-           57,
-           3283
-          ],
-          [
-           "4_1",
-           57,
-           3284
-          ],
-          [
-           "4_1",
-           58,
-           3286
-          ],
-          [
-           "4_1",
-           58,
-           3287
-          ],
-          [
-           "4_1",
-           58,
-           3288
-          ],
-          [
-           "4_1",
-           58,
-           3289
-          ],
-          [
-           "4_1",
-           59,
-           3291
-          ],
-          [
-           "4_1",
-           59,
-           3292
-          ],
-          [
-           "4_1",
-           59,
-           3294
-          ],
-          [
-           "4_1",
-           60,
-           3297
-          ],
-          [
-           "4_1",
-           60,
-           3298
-          ],
-          [
-           "4_1",
-           60,
-           3299
-          ],
-          [
-           "4_1",
-           60,
-           3300
-          ],
-          [
-           "4_1",
-           61,
-           3301
-          ],
-          [
-           "4_1",
-           61,
-           3303
-          ],
-          [
-           "4_1",
-           61,
-           3304
-          ],
-          [
-           "4_1",
-           61,
-           3305
-          ],
-          [
-           "4_1",
-           62,
-           3306
-          ],
-          [
-           "4_1",
-           62,
-           3308
-          ],
-          [
-           "4_1",
-           62,
-           3310
-          ],
-          [
-           "4_1",
-           63,
-           3311
-          ],
-          [
-           "4_1",
-           63,
-           3313
-          ],
-          [
-           "4_1",
-           63,
-           3314
-          ],
-          [
-           "4_1",
-           63,
-           3315
-          ],
-          [
-           "4_1",
-           64,
-           3316
-          ],
-          [
-           "4_1",
-           64,
-           3318
-          ],
-          [
-           "4_1",
-           64,
-           3319
-          ],
-          [
-           "4_1",
-           64,
-           3320
-          ],
-          [
-           "4_1",
-           65,
-           3322
-          ],
-          [
-           "4_1",
-           65,
-           3325
-          ],
-          [
-           "4_1",
-           66,
-           3326
-          ],
-          [
-           "4_1",
-           66,
-           3327
-          ],
-          [
-           "4_1",
-           66,
-           3328
-          ],
-          [
-           "4_1",
-           66,
-           3329
-          ],
-          [
-           "4_1",
-           67,
-           3331
-          ],
-          [
-           "4_1",
-           67,
-           3332
-          ],
-          [
-           "4_1",
-           67,
-           3333
-          ],
-          [
-           "4_1",
-           67,
-           3334
-          ],
-          [
-           "4_1",
-           67,
-           3335
-          ],
-          [
-           "4_1",
-           68,
-           3336
-          ],
-          [
-           "4_1",
-           68,
-           3337
-          ],
-          [
-           "4_1",
-           68,
-           3338
-          ],
-          [
-           "4_1",
-           68,
-           3339
-          ],
-          [
-           "4_1",
-           68,
-           3340
-          ],
-          [
-           "4_1",
-           69,
-           3341
-          ],
-          [
-           "4_1",
-           69,
-           3342
-          ],
-          [
-           "4_1",
-           69,
-           3345
-          ],
-          [
-           "4_1",
-           70,
-           3346
-          ],
-          [
-           "4_1",
-           70,
-           3348
-          ],
-          [
-           "4_1",
-           70,
-           3350
-          ],
-          [
-           "4_1",
-           71,
-           3351
-          ],
-          [
-           "4_1",
-           71,
-           3352
-          ],
-          [
-           "4_1",
-           71,
-           3353
-          ],
-          [
-           "4_1",
-           71,
-           3354
-          ],
-          [
-           "4_1",
-           71,
-           3355
-          ],
-          [
-           "4_1",
-           72,
-           3357
-          ],
-          [
-           "4_1",
-           72,
-           3359
-          ],
-          [
-           "4_1",
-           72,
-           3360
-          ],
-          [
-           "4_1",
-           73,
-           3361
-          ],
-          [
-           "4_1",
-           73,
-           3363
-          ],
-          [
-           "4_1",
-           73,
-           3365
-          ],
-          [
-           "4_1",
-           74,
-           3366
-          ],
-          [
-           "4_1",
-           74,
-           3367
-          ],
-          [
-           "4_1",
-           74,
-           3368
-          ],
-          [
-           "4_1",
-           74,
-           3369
-          ],
-          [
-           "4_1",
-           74,
-           3370
-          ],
-          [
-           "4_1",
-           75,
-           3371
-          ],
-          [
-           "4_1",
-           75,
-           3374
-          ],
-          [
-           "4_1",
-           75,
-           3375
-          ],
-          [
-           "4_1",
-           76,
-           3376
-          ],
-          [
-           "4_1",
-           76,
-           3377
-          ],
-          [
-           "4_1",
-           76,
-           3379
-          ],
-          [
-           "4_1",
-           76,
-           3380
-          ],
-          [
-           "4_1",
-           77,
-           3381
-          ],
-          [
-           "4_1",
-           77,
-           3384
-          ],
-          [
-           "4_1",
-           77,
-           3385
-          ],
-          [
-           "4_1",
-           78,
-           3386
-          ],
-          [
-           "4_1",
-           78,
-           3387
-          ],
-          [
-           "4_1",
-           78,
-           3389
-          ],
-          [
-           "4_1",
-           79,
-           3391
-          ],
-          [
-           "4_1",
-           79,
-           3392
-          ],
-          [
-           "4_1",
-           79,
-           3393
-          ],
-          [
-           "4_1",
-           80,
-           3396
-          ],
-          [
-           "4_1",
-           80,
-           3397
-          ],
-          [
-           "4_1",
-           80,
-           3398
-          ],
-          [
-           "4_1",
-           80,
-           3399
-          ],
-          [
-           "4_1",
-           80,
-           3400
-          ],
-          [
-           "4_1",
-           81,
-           3401
-          ],
-          [
-           "4_1",
-           81,
-           3402
-          ],
-          [
-           "4_1",
-           81,
-           3403
-          ],
-          [
-           "4_1",
-           81,
-           3404
-          ],
-          [
-           "4_1",
-           81,
-           3405
-          ],
-          [
-           "4_1",
-           82,
-           3406
-          ],
-          [
-           "4_1",
-           82,
-           3407
-          ],
-          [
-           "4_1",
-           82,
-           3408
-          ],
-          [
-           "4_1",
-           82,
-           3409
-          ],
-          [
-           "4_1",
-           82,
-           3410
-          ],
-          [
-           "4_1",
-           83,
-           3411
-          ],
-          [
-           "4_1",
-           83,
-           3412
-          ],
-          [
-           "4_1",
-           83,
-           3413
-          ],
-          [
-           "4_1",
-           83,
-           3414
-          ],
-          [
-           "4_1",
-           84,
-           3416
-          ],
-          [
-           "4_1",
-           84,
-           3417
-          ],
-          [
-           "4_1",
-           84,
-           3418
-          ],
-          [
-           "4_1",
-           84,
-           3419
-          ],
-          [
-           "4_1",
-           84,
-           3420
-          ],
-          [
-           "4_1",
-           85,
-           3422
-          ],
-          [
-           "4_1",
-           85,
-           3423
-          ],
-          [
-           "4_1",
-           85,
-           3424
-          ],
-          [
-           "4_1",
-           86,
-           3427
-          ],
-          [
-           "4_1",
-           86,
-           3428
-          ],
-          [
-           "4_1",
-           86,
-           3429
-          ],
-          [
-           "4_1",
-           86,
-           3430
-          ],
-          [
-           "4_1",
-           87,
-           3432
-          ],
-          [
-           "4_1",
-           87,
-           3433
-          ],
-          [
-           "4_1",
-           87,
-           3434
-          ],
-          [
-           "4_1",
-           87,
-           3435
-          ],
-          [
-           "4_1",
-           88,
-           3436
-          ],
-          [
-           "4_1",
-           88,
-           3438
-          ],
-          [
-           "4_1",
-           88,
-           3439
-          ],
-          [
-           "4_1",
-           88,
-           3440
-          ],
-          [
-           "4_1",
-           89,
-           3442
-          ],
-          [
-           "4_1",
-           89,
-           3444
-          ],
-          [
-           "4_1",
-           89,
-           3445
-          ],
-          [
-           "4_1",
-           90,
-           3446
-          ],
-          [
-           "4_1",
-           90,
-           3448
-          ],
-          [
-           "4_1",
-           90,
-           3449
-          ],
-          [
-           "4_1",
-           90,
-           3450
-          ],
-          [
-           "4_1",
-           91,
-           3454
-          ],
-          [
-           "4_1",
-           92,
-           3456
-          ],
-          [
-           "4_1",
-           92,
-           3458
-          ],
-          [
-           "4_1",
-           92,
-           3459
-          ],
-          [
-           "4_1",
-           92,
-           3460
-          ],
-          [
-           "4_1",
-           93,
-           3464
-          ],
-          [
-           "4_1",
-           93,
-           3465
-          ],
-          [
-           "4_1",
-           94,
-           3466
-          ],
-          [
-           "4_1",
-           94,
-           3468
-          ],
-          [
-           "4_1",
-           94,
-           3469
-          ],
-          [
-           "4_1",
-           94,
-           3470
-          ],
-          [
-           "4_1",
-           95,
-           3471
-          ],
-          [
-           "4_1",
-           95,
-           3472
-          ],
-          [
-           "4_1",
-           95,
-           3473
-          ],
-          [
-           "4_1",
-           95,
-           3475
-          ],
-          [
-           "4_1",
-           96,
-           3476
-          ],
-          [
-           "4_1",
-           96,
-           3477
-          ],
-          [
-           "4_1",
-           96,
-           3478
-          ],
-          [
-           "4_1",
-           96,
-           3480
-          ],
-          [
-           "4_1",
-           97,
-           3481
-          ],
-          [
-           "4_1",
-           97,
-           3482
-          ],
-          [
-           "4_1",
-           97,
-           3483
-          ],
-          [
-           "4_1",
-           97,
-           3484
-          ],
-          [
-           "4_1",
-           98,
-           3486
-          ],
-          [
-           "4_1",
-           98,
-           3488
-          ],
-          [
-           "4_1",
-           98,
-           3489
-          ],
-          [
-           "4_1",
-           98,
-           3490
-          ],
-          [
-           "4_1",
-           99,
-           3491
-          ],
-          [
-           "4_1",
-           99,
-           3494
-          ],
-          [
-           "4_1",
-           99,
-           3495
-          ],
-          [
-           "4_1",
-           100,
-           3496
-          ],
-          [
-           "4_1",
-           100,
-           3498
-          ],
-          [
-           "4_1",
-           100,
-           3499
-          ],
-          [
-           "4_1",
-           100,
-           3500
-          ],
-          [
-           "4_2",
-           1,
-           3502
-          ],
-          [
-           "4_2",
-           1,
-           3503
-          ],
-          [
-           "4_2",
-           2,
-           3506
-          ],
-          [
-           "4_2",
-           2,
-           3507
-          ],
-          [
-           "4_2",
-           2,
-           3509
-          ],
-          [
-           "4_2",
-           2,
-           3510
-          ],
-          [
-           "4_2",
-           3,
-           3511
-          ],
-          [
-           "4_2",
-           3,
-           3512
-          ],
-          [
-           "4_2",
-           3,
-           3513
-          ],
-          [
-           "4_2",
-           3,
-           3514
-          ],
-          [
-           "4_2",
-           4,
-           3516
-          ],
-          [
-           "4_2",
-           4,
-           3517
-          ],
-          [
-           "4_2",
-           4,
-           3518
-          ],
-          [
-           "4_2",
-           4,
-           3519
-          ],
-          [
-           "4_2",
-           5,
-           3522
-          ],
-          [
-           "4_2",
-           5,
-           3523
-          ],
-          [
-           "4_2",
-           5,
-           3524
-          ],
-          [
-           "4_2",
-           5,
-           3525
-          ],
-          [
-           "4_2",
-           6,
-           3527
-          ],
-          [
-           "4_2",
-           6,
-           3528
-          ],
-          [
-           "4_2",
-           6,
-           3529
-          ],
-          [
-           "4_2",
-           6,
-           3530
-          ],
-          [
-           "4_2",
-           7,
-           3531
-          ],
-          [
-           "4_2",
-           7,
-           3532
-          ],
-          [
-           "4_2",
-           7,
-           3534
-          ],
-          [
-           "4_2",
-           7,
-           3535
-          ],
-          [
-           "4_2",
-           8,
-           3536
-          ],
-          [
-           "4_2",
-           8,
-           3537
-          ],
-          [
-           "4_2",
-           8,
-           3538
-          ],
-          [
-           "4_2",
-           8,
-           3539
-          ],
-          [
-           "4_2",
-           8,
-           3540
-          ],
-          [
-           "4_2",
-           9,
-           3541
-          ],
-          [
-           "4_2",
-           9,
-           3542
-          ],
-          [
-           "4_2",
-           9,
-           3543
-          ],
-          [
-           "4_2",
-           9,
-           3544
-          ],
-          [
-           "4_2",
-           9,
-           3545
-          ],
-          [
-           "4_2",
-           10,
-           3546
-          ],
-          [
-           "4_2",
-           10,
-           3547
-          ],
-          [
-           "4_2",
-           10,
-           3548
-          ],
-          [
-           "4_2",
-           10,
-           3549
-          ],
-          [
-           "4_2",
-           10,
-           3550
-          ],
-          [
-           "4_2",
-           11,
-           3551
-          ],
-          [
-           "4_2",
-           11,
-           3552
-          ],
-          [
-           "4_2",
-           11,
-           3553
-          ],
-          [
-           "4_2",
-           11,
-           3554
-          ],
-          [
-           "4_2",
-           11,
-           3555
-          ],
-          [
-           "4_2",
-           12,
-           3559
-          ],
-          [
-           "4_2",
-           13,
-           3561
-          ],
-          [
-           "4_2",
-           13,
-           3562
-          ],
-          [
-           "4_2",
-           13,
-           3563
-          ],
-          [
-           "4_2",
-           13,
-           3564
-          ],
-          [
-           "4_2",
-           14,
-           3566
-          ],
-          [
-           "4_2",
-           14,
-           3567
-          ],
-          [
-           "4_2",
-           14,
-           3568
-          ],
-          [
-           "4_2",
-           14,
-           3569
-          ],
-          [
-           "4_2",
-           14,
-           3570
-          ],
-          [
-           "4_2",
-           15,
-           3571
-          ],
-          [
-           "4_2",
-           15,
-           3572
-          ],
-          [
-           "4_2",
-           15,
-           3573
-          ],
-          [
-           "4_2",
-           15,
-           3574
-          ],
-          [
-           "4_2",
-           15,
-           3575
-          ],
-          [
-           "4_2",
-           16,
-           3576
-          ],
-          [
-           "4_2",
-           16,
-           3577
-          ],
-          [
-           "4_2",
-           16,
-           3578
-          ],
-          [
-           "4_2",
-           16,
-           3579
-          ],
-          [
-           "4_2",
-           16,
-           3580
-          ],
-          [
-           "4_2",
-           17,
-           3581
-          ],
-          [
-           "4_2",
-           17,
-           3583
-          ],
-          [
-           "4_2",
-           17,
-           3584
-          ],
-          [
-           "4_2",
-           17,
-           3585
-          ],
-          [
-           "4_2",
-           18,
-           3586
-          ],
-          [
-           "4_2",
-           18,
-           3587
-          ],
-          [
-           "4_2",
-           18,
-           3588
-          ],
-          [
-           "4_2",
-           18,
-           3589
-          ],
-          [
-           "4_2",
-           19,
-           3592
-          ],
-          [
-           "4_2",
-           19,
-           3593
-          ],
-          [
-           "4_2",
-           19,
-           3594
-          ],
-          [
-           "4_2",
-           19,
-           3595
-          ],
-          [
-           "4_2",
-           20,
-           3597
-          ],
-          [
-           "4_2",
-           20,
-           3599
-          ],
-          [
-           "4_2",
-           21,
-           3601
-          ],
-          [
-           "4_2",
-           21,
-           3602
-          ],
-          [
-           "4_2",
-           21,
-           3604
-          ],
-          [
-           "4_2",
-           22,
-           3606
-          ],
-          [
-           "4_2",
-           22,
-           3607
-          ],
-          [
-           "4_2",
-           22,
-           3609
-          ],
-          [
-           "4_2",
-           22,
-           3610
-          ],
-          [
-           "4_2",
-           23,
-           3611
-          ],
-          [
-           "4_2",
-           23,
-           3612
-          ],
-          [
-           "4_2",
-           23,
-           3613
-          ],
-          [
-           "4_2",
-           23,
-           3614
-          ],
-          [
-           "4_2",
-           23,
-           3615
-          ],
-          [
-           "4_2",
-           24,
-           3616
-          ],
-          [
-           "4_2",
-           24,
-           3617
-          ],
-          [
-           "4_2",
-           24,
-           3619
-          ],
-          [
-           "4_2",
-           25,
-           3622
-          ],
-          [
-           "4_2",
-           25,
-           3623
-          ],
-          [
-           "4_2",
-           25,
-           3624
-          ],
-          [
-           "4_2",
-           25,
-           3625
-          ],
-          [
-           "4_2",
-           26,
-           3626
-          ],
-          [
-           "4_2",
-           26,
-           3627
-          ],
-          [
-           "4_2",
-           26,
-           3629
-          ],
-          [
-           "4_2",
-           26,
-           3630
-          ],
-          [
-           "4_2",
-           27,
-           3631
-          ],
-          [
-           "4_2",
-           27,
-           3632
-          ],
-          [
-           "4_2",
-           27,
-           3633
-          ],
-          [
-           "4_2",
-           27,
-           3634
-          ],
-          [
-           "4_2",
-           27,
-           3635
-          ],
-          [
-           "4_2",
-           28,
-           3636
-          ],
-          [
-           "4_2",
-           28,
-           3637
-          ],
-          [
-           "4_2",
-           28,
-           3638
-          ],
-          [
-           "4_2",
-           28,
-           3639
-          ],
-          [
-           "4_2",
-           29,
-           3645
-          ],
-          [
-           "4_2",
-           30,
-           3646
-          ],
-          [
-           "4_2",
-           30,
-           3647
-          ],
-          [
-           "4_2",
-           30,
-           3648
-          ],
-          [
-           "4_2",
-           30,
-           3649
-          ],
-          [
-           "4_2",
-           31,
-           3651
-          ],
-          [
-           "4_2",
-           31,
-           3652
-          ],
-          [
-           "4_2",
-           31,
-           3653
-          ],
-          [
-           "4_2",
-           31,
-           3654
-          ],
-          [
-           "4_2",
-           31,
-           3655
-          ],
-          [
-           "4_2",
-           32,
-           3657
-          ],
-          [
-           "4_2",
-           32,
-           3658
-          ],
-          [
-           "4_2",
-           32,
-           3659
-          ],
-          [
-           "4_2",
-           32,
-           3660
-          ],
-          [
-           "4_2",
-           33,
-           3661
-          ],
-          [
-           "4_2",
-           33,
-           3662
-          ],
-          [
-           "4_2",
-           33,
-           3663
-          ],
-          [
-           "4_2",
-           33,
-           3665
-          ],
-          [
-           "4_2",
-           34,
-           3667
-          ],
-          [
-           "4_2",
-           34,
-           3668
-          ],
-          [
-           "4_2",
-           34,
-           3669
-          ],
-          [
-           "4_2",
-           34,
-           3670
-          ],
-          [
-           "4_2",
-           35,
-           3672
-          ],
-          [
-           "4_2",
-           35,
-           3673
-          ],
-          [
-           "4_2",
-           35,
-           3674
-          ],
-          [
-           "4_2",
-           35,
-           3675
-          ],
-          [
-           "4_2",
-           36,
-           3676
-          ],
-          [
-           "4_2",
-           36,
-           3677
-          ],
-          [
-           "4_2",
-           36,
-           3678
-          ],
-          [
-           "4_2",
-           37,
-           3683
-          ],
-          [
-           "4_2",
-           37,
-           3684
-          ],
-          [
-           "4_2",
-           37,
-           3685
-          ],
-          [
-           "4_2",
-           38,
-           3687
-          ],
-          [
-           "4_2",
-           38,
-           3688
-          ],
-          [
-           "4_2",
-           38,
-           3690
-          ],
-          [
-           "4_2",
-           39,
-           3691
-          ],
-          [
-           "4_2",
-           39,
-           3692
-          ],
-          [
-           "4_2",
-           39,
-           3693
-          ],
-          [
-           "4_2",
-           39,
-           3694
-          ],
-          [
-           "4_2",
-           39,
-           3695
-          ],
-          [
-           "4_2",
-           40,
-           3698
-          ],
-          [
-           "4_2",
-           40,
-           3699
-          ],
-          [
-           "4_2",
-           41,
-           3701
-          ],
-          [
-           "4_2",
-           41,
-           3702
-          ],
-          [
-           "4_2",
-           41,
-           3703
-          ],
-          [
-           "4_2",
-           41,
-           3705
-          ],
-          [
-           "4_2",
-           42,
-           3706
-          ],
-          [
-           "4_2",
-           42,
-           3708
-          ],
-          [
-           "4_2",
-           42,
-           3709
-          ],
-          [
-           "4_2",
-           43,
-           3712
-          ],
-          [
-           "4_2",
-           43,
-           3713
-          ],
-          [
-           "4_2",
-           44,
-           3716
-          ],
-          [
-           "4_2",
-           44,
-           3717
-          ],
-          [
-           "4_2",
-           44,
-           3718
-          ],
-          [
-           "4_2",
-           44,
-           3720
-          ],
-          [
-           "4_2",
-           45,
-           3722
-          ],
-          [
-           "4_2",
-           45,
-           3723
-          ],
-          [
-           "4_2",
-           45,
-           3725
-          ],
-          [
-           "4_2",
-           46,
-           3727
-          ],
-          [
-           "4_2",
-           46,
-           3728
-          ],
-          [
-           "4_2",
-           46,
-           3729
-          ],
-          [
-           "4_2",
-           46,
-           3730
-          ],
-          [
-           "4_2",
-           47,
-           3731
-          ],
-          [
-           "4_2",
-           47,
-           3732
-          ],
-          [
-           "4_2",
-           47,
-           3733
-          ],
-          [
-           "4_2",
-           47,
-           3734
-          ],
-          [
-           "4_2",
-           47,
-           3735
-          ],
-          [
-           "4_2",
-           48,
-           3736
-          ],
-          [
-           "4_2",
-           48,
-           3737
-          ],
-          [
-           "4_2",
-           48,
-           3738
-          ],
-          [
-           "4_2",
-           48,
-           3739
-          ],
-          [
-           "4_2",
-           48,
-           3740
-          ],
-          [
-           "4_2",
-           49,
-           3741
-          ],
-          [
-           "4_2",
-           49,
-           3742
-          ],
-          [
-           "4_2",
-           49,
-           3743
-          ],
-          [
-           "4_2",
-           49,
-           3744
-          ],
-          [
-           "4_2",
-           49,
-           3745
-          ],
-          [
-           "4_2",
-           50,
-           3747
-          ],
-          [
-           "4_2",
-           50,
-           3748
-          ],
-          [
-           "4_2",
-           50,
-           3749
-          ],
-          [
-           "4_2",
-           51,
-           3751
-          ],
-          [
-           "4_2",
-           51,
-           3752
-          ],
-          [
-           "4_2",
-           51,
-           3753
-          ],
-          [
-           "4_2",
-           51,
-           3754
-          ],
-          [
-           "4_2",
-           52,
-           3756
-          ],
-          [
-           "4_2",
-           52,
-           3758
-          ],
-          [
-           "4_2",
-           53,
-           3761
-          ],
-          [
-           "4_2",
-           53,
-           3762
-          ],
-          [
-           "4_2",
-           53,
-           3765
-          ],
-          [
-           "4_2",
-           54,
-           3766
-          ],
-          [
-           "4_2",
-           54,
-           3767
-          ],
-          [
-           "4_2",
-           54,
-           3769
-          ],
-          [
-           "4_2",
-           54,
-           3770
-          ],
-          [
-           "4_2",
-           55,
-           3771
-          ],
-          [
-           "4_2",
-           55,
-           3774
-          ],
-          [
-           "4_2",
-           55,
-           3775
-          ],
-          [
-           "4_2",
-           56,
-           3776
-          ],
-          [
-           "4_2",
-           56,
-           3777
-          ],
-          [
-           "4_2",
-           56,
-           3778
-          ],
-          [
-           "4_2",
-           56,
-           3779
-          ],
-          [
-           "4_2",
-           56,
-           3780
-          ],
-          [
-           "4_2",
-           57,
-           3781
-          ],
-          [
-           "4_2",
-           57,
-           3782
-          ],
-          [
-           "4_2",
-           57,
-           3783
-          ],
-          [
-           "4_2",
-           57,
-           3784
-          ],
-          [
-           "4_2",
-           57,
-           3785
-          ],
-          [
-           "4_2",
-           58,
-           3786
-          ],
-          [
-           "4_2",
-           58,
-           3787
-          ],
-          [
-           "4_2",
-           58,
-           3788
-          ],
-          [
-           "4_2",
-           58,
-           3789
-          ],
-          [
-           "4_2",
-           58,
-           3790
-          ],
-          [
-           "4_2",
-           59,
-           3791
-          ],
-          [
-           "4_2",
-           59,
-           3792
-          ],
-          [
-           "4_2",
-           59,
-           3793
-          ],
-          [
-           "4_2",
-           59,
-           3794
-          ],
-          [
-           "4_2",
-           59,
-           3795
-          ],
-          [
-           "4_2",
-           60,
-           3796
-          ],
-          [
-           "4_2",
-           60,
-           3797
-          ],
-          [
-           "4_2",
-           60,
-           3799
-          ],
-          [
-           "4_2",
-           60,
-           3800
-          ],
-          [
-           "4_2",
-           61,
-           3801
-          ],
-          [
-           "4_2",
-           61,
-           3802
-          ],
-          [
-           "4_2",
-           61,
-           3803
-          ],
-          [
-           "4_2",
-           62,
-           3806
-          ],
-          [
-           "4_2",
-           62,
-           3808
-          ],
-          [
-           "4_2",
-           62,
-           3809
-          ],
-          [
-           "4_2",
-           62,
-           3810
-          ],
-          [
-           "4_2",
-           63,
-           3811
-          ],
-          [
-           "4_2",
-           63,
-           3812
-          ],
-          [
-           "4_2",
-           63,
-           3814
-          ],
-          [
-           "4_2",
-           63,
-           3815
-          ],
-          [
-           "4_2",
-           64,
-           3816
-          ],
-          [
-           "4_2",
-           64,
-           3817
-          ],
-          [
-           "4_2",
-           64,
-           3818
-          ],
-          [
-           "4_2",
-           64,
-           3820
-          ],
-          [
-           "4_2",
-           65,
-           3821
-          ],
-          [
-           "4_2",
-           65,
-           3823
-          ],
-          [
-           "4_2",
-           65,
-           3825
-          ],
-          [
-           "4_2",
-           66,
-           3826
-          ],
-          [
-           "4_2",
-           66,
-           3827
-          ],
-          [
-           "4_2",
-           67,
-           3831
-          ],
-          [
-           "4_2",
-           67,
-           3832
-          ],
-          [
-           "4_2",
-           67,
-           3833
-          ],
-          [
-           "4_2",
-           67,
-           3835
-          ],
-          [
-           "4_2",
-           68,
-           3836
-          ],
-          [
-           "4_2",
-           68,
-           3837
-          ],
-          [
-           "4_2",
-           68,
-           3839
-          ],
-          [
-           "4_2",
-           68,
-           3840
-          ],
-          [
-           "4_2",
-           69,
-           3841
-          ],
-          [
-           "4_2",
-           69,
-           3842
-          ],
-          [
-           "4_2",
-           69,
-           3843
-          ],
-          [
-           "4_2",
-           69,
-           3844
-          ],
-          [
-           "4_2",
-           70,
-           3847
-          ],
-          [
-           "4_2",
-           70,
-           3848
-          ],
-          [
-           "4_2",
-           70,
-           3850
-          ],
-          [
-           "4_2",
-           71,
-           3851
-          ],
-          [
-           "4_2",
-           71,
-           3853
-          ],
-          [
-           "4_2",
-           71,
-           3855
-          ],
-          [
-           "4_2",
-           72,
-           3857
-          ],
-          [
-           "4_2",
-           72,
-           3859
-          ],
-          [
-           "4_2",
-           72,
-           3860
-          ],
-          [
-           "4_2",
-           73,
-           3861
-          ],
-          [
-           "4_2",
-           73,
-           3862
-          ],
-          [
-           "4_2",
-           73,
-           3865
-          ],
-          [
-           "4_2",
-           74,
-           3866
-          ],
-          [
-           "4_2",
-           74,
-           3869
-          ],
-          [
-           "4_2",
-           75,
-           3873
-          ],
-          [
-           "4_2",
-           76,
-           3876
-          ],
-          [
-           "4_2",
-           76,
-           3877
-          ],
-          [
-           "4_2",
-           76,
-           3878
-          ],
-          [
-           "4_2",
-           76,
-           3879
-          ],
-          [
-           "4_2",
-           76,
-           3880
-          ],
-          [
-           "4_2",
-           77,
-           3881
-          ],
-          [
-           "4_2",
-           77,
-           3882
-          ],
-          [
-           "4_2",
-           77,
-           3884
-          ],
-          [
-           "4_2",
-           77,
-           3885
-          ],
-          [
-           "4_2",
-           78,
-           3886
-          ],
-          [
-           "4_2",
-           78,
-           3887
-          ],
-          [
-           "4_2",
-           78,
-           3888
-          ],
-          [
-           "4_2",
-           79,
-           3892
-          ],
-          [
-           "4_2",
-           79,
-           3893
-          ],
-          [
-           "4_2",
-           79,
-           3894
-          ],
-          [
-           "4_2",
-           79,
-           3895
-          ],
-          [
-           "4_2",
-           80,
-           3896
-          ],
-          [
-           "4_2",
-           80,
-           3897
-          ],
-          [
-           "4_2",
-           80,
-           3898
-          ],
-          [
-           "4_2",
-           80,
-           3900
-          ],
-          [
-           "4_2",
-           81,
-           3901
-          ],
-          [
-           "4_2",
-           81,
-           3902
-          ],
-          [
-           "4_2",
-           81,
-           3903
-          ],
-          [
-           "4_2",
-           81,
-           3904
-          ],
-          [
-           "4_2",
-           81,
-           3905
-          ],
-          [
-           "4_2",
-           82,
-           3906
-          ],
-          [
-           "4_2",
-           82,
-           3907
-          ],
-          [
-           "4_2",
-           82,
-           3908
-          ],
-          [
-           "4_2",
-           82,
-           3910
-          ],
-          [
-           "4_2",
-           83,
-           3912
-          ],
-          [
-           "4_2",
-           83,
-           3913
-          ],
-          [
-           "4_2",
-           83,
-           3914
-          ],
-          [
-           "4_2",
-           83,
-           3915
-          ],
-          [
-           "4_2",
-           84,
-           3916
-          ],
-          [
-           "4_2",
-           84,
-           3917
-          ],
-          [
-           "4_2",
-           84,
-           3918
-          ],
-          [
-           "4_2",
-           84,
-           3919
-          ],
-          [
-           "4_2",
-           84,
-           3920
-          ],
-          [
-           "4_2",
-           85,
-           3923
-          ],
-          [
-           "4_2",
-           85,
-           3924
-          ],
-          [
-           "4_2",
-           85,
-           3925
-          ],
-          [
-           "4_2",
-           86,
-           3926
-          ],
-          [
-           "4_2",
-           86,
-           3928
-          ],
-          [
-           "4_2",
-           86,
-           3929
-          ],
-          [
-           "4_2",
-           86,
-           3930
-          ],
-          [
-           "4_2",
-           87,
-           3931
-          ],
-          [
-           "4_2",
-           87,
-           3933
-          ],
-          [
-           "4_2",
-           87,
-           3935
-          ],
-          [
-           "4_2",
-           88,
-           3939
-          ],
-          [
-           "4_2",
-           88,
-           3940
-          ],
-          [
-           "4_2",
-           89,
-           3941
-          ],
-          [
-           "4_2",
-           89,
-           3942
-          ],
-          [
-           "4_2",
-           89,
-           3943
-          ],
-          [
-           "4_2",
-           89,
-           3944
-          ],
-          [
-           "4_2",
-           89,
-           3945
-          ],
-          [
-           "4_2",
-           90,
-           3946
-          ],
-          [
-           "4_2",
-           90,
-           3947
-          ],
-          [
-           "4_2",
-           90,
-           3950
-          ],
-          [
-           "4_2",
-           91,
-           3951
-          ],
-          [
-           "4_2",
-           91,
-           3954
-          ],
-          [
-           "4_2",
-           91,
-           3955
-          ],
-          [
-           "4_2",
-           92,
-           3956
-          ],
-          [
-           "4_2",
-           92,
-           3957
-          ],
-          [
-           "4_2",
-           92,
-           3958
-          ],
-          [
-           "4_2",
-           92,
-           3959
-          ],
-          [
-           "4_2",
-           92,
-           3960
-          ],
-          [
-           "4_2",
-           93,
-           3961
-          ],
-          [
-           "4_2",
-           93,
-           3962
-          ],
-          [
-           "4_2",
-           93,
-           3963
-          ],
-          [
-           "4_2",
-           93,
-           3964
-          ],
-          [
-           "4_2",
-           94,
-           3966
-          ],
-          [
-           "4_2",
-           94,
-           3968
-          ],
-          [
-           "4_2",
-           94,
-           3969
-          ],
-          [
-           "4_2",
-           94,
-           3970
-          ],
-          [
-           "4_2",
-           95,
-           3971
-          ],
-          [
-           "4_2",
-           95,
-           3973
-          ],
-          [
-           "4_2",
-           95,
-           3974
-          ],
-          [
-           "4_2",
-           96,
-           3976
-          ],
-          [
-           "4_2",
-           96,
-           3977
-          ],
-          [
-           "4_2",
-           96,
-           3978
-          ],
-          [
-           "4_2",
-           96,
-           3979
-          ],
-          [
-           "4_2",
-           96,
-           3980
-          ],
-          [
-           "4_2",
-           97,
-           3981
-          ],
-          [
-           "4_2",
-           97,
-           3983
-          ],
-          [
-           "4_2",
-           97,
-           3984
-          ],
-          [
-           "4_2",
-           97,
-           3985
-          ],
-          [
-           "4_2",
-           98,
-           3986
-          ],
-          [
-           "4_2",
-           98,
-           3987
-          ],
-          [
-           "4_2",
-           98,
-           3988
-          ],
-          [
-           "4_2",
-           99,
-           3991
-          ],
-          [
-           "4_2",
-           99,
-           3992
-          ],
-          [
-           "4_2",
-           99,
-           3994
-          ],
-          [
-           "4_2",
-           99,
-           3995
-          ],
-          [
-           "4_2",
-           100,
-           3996
-          ],
-          [
-           "4_2",
-           100,
-           3997
-          ],
-          [
-           "4_2",
-           100,
-           3998
-          ],
-          [
-           "4_2",
-           100,
-           3999
-          ],
-          [
-           "4_2",
-           100,
-           4000
-          ]
-         ],
-         "hovertemplate": "<b>X</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "X",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y"
-        },
-        {
-         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
-         "marker": {
-          "color": "#E31A1C",
-          "size": 5,
-          "symbol": "circle"
-         },
-         "mode": "markers",
-         "name": "Signal",
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
-         "yaxis": "y"
-        },
-        {
-         "customdata": [
-          [
-           "1_1",
-           1,
-           3
-          ],
-          [
-           "1_1",
-           1,
-           4
-          ],
-          [
-           "1_1",
-           1,
-           5
-          ],
-          [
-           "1_1",
-           2,
-           6
-          ],
-          [
-           "1_1",
-           2,
-           7
-          ],
-          [
-           "1_1",
-           2,
-           9
-          ],
-          [
-           "1_1",
-           2,
-           10
-          ],
-          [
-           "1_1",
-           3,
-           11
-          ],
-          [
-           "1_1",
-           3,
-           13
-          ],
-          [
-           "1_1",
-           4,
-           16
-          ],
-          [
-           "1_1",
-           4,
-           17
-          ],
-          [
-           "1_1",
-           4,
-           18
-          ],
-          [
-           "1_1",
-           4,
-           19
-          ],
-          [
-           "1_1",
-           4,
-           20
-          ],
-          [
-           "1_1",
-           5,
-           21
-          ],
-          [
-           "1_1",
-           5,
-           22
-          ],
-          [
-           "1_1",
-           5,
-           23
-          ],
-          [
-           "1_1",
-           5,
-           24
-          ],
-          [
-           "1_1",
-           5,
-           25
-          ],
-          [
-           "1_1",
-           6,
-           27
-          ],
-          [
-           "1_1",
-           6,
-           28
-          ],
-          [
-           "1_1",
-           6,
-           30
-          ],
-          [
-           "1_1",
-           7,
-           31
-          ],
-          [
-           "1_1",
-           7,
-           32
-          ],
-          [
-           "1_1",
-           7,
-           33
-          ],
-          [
-           "1_1",
-           8,
-           36
-          ],
-          [
-           "1_1",
-           8,
-           37
-          ],
-          [
-           "1_1",
-           8,
-           38
-          ],
-          [
-           "1_1",
-           9,
-           41
-          ],
-          [
-           "1_1",
-           9,
-           42
-          ],
-          [
-           "1_1",
-           9,
-           43
-          ],
-          [
-           "1_1",
-           9,
-           44
-          ],
-          [
-           "1_1",
-           9,
-           45
-          ],
-          [
-           "1_1",
-           10,
-           46
-          ],
-          [
-           "1_1",
-           10,
-           47
-          ],
-          [
-           "1_1",
-           10,
-           48
-          ],
-          [
-           "1_1",
-           10,
-           49
-          ],
-          [
-           "1_1",
-           10,
-           50
-          ],
-          [
-           "1_1",
-           11,
-           51
-          ],
-          [
-           "1_1",
-           11,
-           52
-          ],
-          [
-           "1_1",
-           11,
-           54
-          ],
-          [
-           "1_1",
-           11,
-           55
-          ],
-          [
-           "1_1",
-           12,
-           56
-          ],
-          [
-           "1_1",
-           12,
-           57
-          ],
-          [
-           "1_1",
-           12,
-           59
-          ],
-          [
-           "1_1",
-           13,
-           61
-          ],
-          [
-           "1_1",
-           13,
-           62
-          ],
-          [
-           "1_1",
-           13,
-           63
-          ],
-          [
-           "1_1",
-           13,
-           64
-          ],
-          [
-           "1_1",
-           13,
-           65
-          ],
-          [
-           "1_1",
-           14,
-           66
-          ],
-          [
-           "1_1",
-           14,
-           67
-          ],
-          [
-           "1_1",
-           14,
-           68
-          ],
-          [
-           "1_1",
-           14,
-           69
-          ],
-          [
-           "1_1",
-           15,
-           71
-          ],
-          [
-           "1_1",
-           15,
-           72
-          ],
-          [
-           "1_1",
-           15,
-           73
-          ],
-          [
-           "1_1",
-           15,
-           74
-          ],
-          [
-           "1_1",
-           15,
-           75
-          ],
-          [
-           "1_1",
-           16,
-           76
-          ],
-          [
-           "1_1",
-           16,
-           79
-          ],
-          [
-           "1_1",
-           17,
-           81
-          ],
-          [
-           "1_1",
-           17,
-           82
-          ],
-          [
-           "1_1",
-           17,
-           85
-          ],
-          [
-           "1_1",
-           18,
-           87
-          ],
-          [
-           "1_1",
-           18,
-           90
-          ],
-          [
-           "1_1",
-           19,
-           91
-          ],
-          [
-           "1_1",
-           19,
-           92
-          ],
-          [
-           "1_1",
-           19,
-           93
-          ],
-          [
-           "1_1",
-           19,
-           94
-          ],
-          [
-           "1_1",
-           19,
-           95
-          ],
-          [
-           "1_1",
-           20,
-           96
-          ],
-          [
-           "1_1",
-           20,
-           97
-          ],
-          [
-           "1_1",
-           20,
-           98
-          ],
-          [
-           "1_1",
-           20,
-           100
-          ],
-          [
-           "1_1",
-           21,
-           101
-          ],
-          [
-           "1_1",
-           21,
-           102
-          ],
-          [
-           "1_1",
-           21,
-           103
-          ],
-          [
-           "1_1",
-           21,
-           104
-          ],
-          [
-           "1_1",
-           21,
-           105
-          ],
-          [
-           "1_1",
-           22,
-           109
-          ],
-          [
-           "1_1",
-           22,
-           110
-          ],
-          [
-           "1_1",
-           23,
-           111
-          ],
-          [
-           "1_1",
-           23,
-           113
-          ],
-          [
-           "1_1",
-           23,
-           114
-          ],
-          [
-           "1_1",
-           23,
-           115
-          ],
-          [
-           "1_1",
-           24,
-           116
-          ],
-          [
-           "1_1",
-           24,
-           117
-          ],
-          [
-           "1_1",
-           24,
-           120
-          ],
-          [
-           "1_1",
-           25,
-           122
-          ],
-          [
-           "1_1",
-           25,
-           125
-          ],
-          [
-           "1_1",
-           26,
-           127
-          ],
-          [
-           "1_1",
-           26,
-           128
-          ],
-          [
-           "1_1",
-           26,
-           129
-          ],
-          [
-           "1_1",
-           26,
-           130
-          ],
-          [
-           "1_1",
-           27,
-           131
-          ],
-          [
-           "1_1",
-           27,
-           133
-          ],
-          [
-           "1_1",
-           27,
-           134
-          ],
-          [
-           "1_1",
-           27,
-           135
-          ],
-          [
-           "1_1",
-           28,
-           136
-          ],
-          [
-           "1_1",
-           28,
-           137
-          ],
-          [
-           "1_1",
-           28,
-           140
-          ],
-          [
-           "1_1",
-           29,
-           141
-          ],
-          [
-           "1_1",
-           29,
-           142
-          ],
-          [
-           "1_1",
-           29,
-           143
-          ],
-          [
-           "1_1",
-           29,
-           144
-          ],
-          [
-           "1_1",
-           29,
-           145
-          ],
-          [
-           "1_1",
-           30,
-           146
-          ],
-          [
-           "1_1",
-           30,
-           147
-          ],
-          [
-           "1_1",
-           30,
-           149
-          ],
-          [
-           "1_1",
-           30,
-           150
-          ],
-          [
-           "1_1",
-           31,
-           151
-          ],
-          [
-           "1_1",
-           31,
-           152
-          ],
-          [
-           "1_1",
-           31,
-           154
-          ],
-          [
-           "1_1",
-           32,
-           156
-          ],
-          [
-           "1_1",
-           32,
-           157
-          ],
-          [
-           "1_1",
-           32,
-           159
-          ],
-          [
-           "1_1",
-           33,
-           161
-          ],
-          [
-           "1_1",
-           33,
-           164
-          ],
-          [
-           "1_1",
-           33,
-           165
-          ],
-          [
-           "1_1",
-           34,
-           166
-          ],
-          [
-           "1_1",
-           34,
-           167
-          ],
-          [
-           "1_1",
-           34,
-           168
-          ],
-          [
-           "1_1",
-           34,
-           170
-          ],
-          [
-           "1_1",
-           35,
-           174
-          ],
-          [
-           "1_1",
-           35,
-           175
-          ],
-          [
-           "1_1",
-           36,
-           176
-          ],
-          [
-           "1_1",
-           36,
-           177
-          ],
-          [
-           "1_1",
-           36,
-           178
-          ],
-          [
-           "1_1",
-           36,
-           179
-          ],
-          [
-           "1_1",
-           37,
-           182
-          ],
-          [
-           "1_1",
-           37,
-           184
-          ],
-          [
-           "1_1",
-           38,
-           186
-          ],
-          [
-           "1_1",
-           38,
-           188
-          ],
-          [
-           "1_1",
-           38,
-           189
-          ],
-          [
-           "1_1",
-           38,
-           190
-          ],
-          [
-           "1_1",
-           39,
-           191
-          ],
-          [
-           "1_1",
-           39,
-           192
-          ],
-          [
-           "1_1",
-           39,
-           193
-          ],
-          [
-           "1_1",
-           39,
-           194
-          ],
-          [
-           "1_1",
-           39,
-           195
-          ],
-          [
-           "1_1",
-           40,
-           196
-          ],
-          [
-           "1_1",
-           40,
-           197
-          ],
-          [
-           "1_1",
-           40,
-           198
-          ],
-          [
-           "1_1",
-           40,
-           199
-          ],
-          [
-           "1_1",
-           41,
-           201
-          ],
-          [
-           "1_1",
-           41,
-           204
-          ],
-          [
-           "1_1",
-           42,
-           207
-          ],
-          [
-           "1_1",
-           42,
-           208
-          ],
-          [
-           "1_1",
-           43,
-           211
-          ],
-          [
-           "1_1",
-           43,
-           213
-          ],
-          [
-           "1_1",
-           43,
-           214
-          ],
-          [
-           "1_1",
-           43,
-           215
-          ],
-          [
-           "1_1",
-           44,
-           216
-          ],
-          [
-           "1_1",
-           44,
-           217
-          ],
-          [
-           "1_1",
-           44,
-           218
-          ],
-          [
-           "1_1",
-           44,
-           219
-          ],
-          [
-           "1_1",
-           45,
-           221
-          ],
-          [
-           "1_1",
-           45,
-           222
-          ],
-          [
-           "1_1",
-           45,
-           223
-          ],
-          [
-           "1_1",
-           45,
-           224
-          ],
-          [
-           "1_1",
-           45,
-           225
-          ],
-          [
-           "1_1",
-           46,
-           226
-          ],
-          [
-           "1_1",
-           46,
-           227
-          ],
-          [
-           "1_1",
-           46,
-           228
-          ],
-          [
-           "1_1",
-           46,
-           229
-          ],
-          [
-           "1_1",
-           47,
-           231
-          ],
-          [
-           "1_1",
-           47,
-           233
-          ],
-          [
-           "1_1",
-           47,
-           234
-          ],
-          [
-           "1_1",
-           47,
-           235
-          ],
-          [
-           "1_1",
-           48,
-           236
-          ],
-          [
-           "1_1",
-           48,
-           237
-          ],
-          [
-           "1_1",
-           48,
-           238
-          ],
-          [
-           "1_1",
-           49,
-           241
-          ],
-          [
-           "1_1",
-           49,
-           243
-          ],
-          [
-           "1_1",
-           49,
-           244
-          ],
-          [
-           "1_1",
-           49,
-           245
-          ],
-          [
-           "1_1",
-           50,
-           246
-          ],
-          [
-           "1_1",
-           50,
-           249
-          ],
-          [
-           "1_1",
-           50,
-           250
-          ],
-          [
-           "1_1",
-           51,
-           251
-          ],
-          [
-           "1_1",
-           51,
-           255
-          ],
-          [
-           "1_1",
-           52,
-           256
-          ],
-          [
-           "1_1",
-           52,
-           258
-          ],
-          [
-           "1_1",
-           52,
-           259
-          ],
-          [
-           "1_1",
-           53,
-           261
-          ],
-          [
-           "1_1",
-           53,
-           262
-          ],
-          [
-           "1_1",
-           53,
-           263
-          ],
-          [
-           "1_1",
-           53,
-           265
-          ],
-          [
-           "1_1",
-           54,
-           266
-          ],
-          [
-           "1_1",
-           54,
-           267
-          ],
-          [
-           "1_1",
-           54,
-           268
-          ],
-          [
-           "1_1",
-           54,
-           269
-          ],
-          [
-           "1_1",
-           55,
-           271
-          ],
-          [
-           "1_1",
-           55,
-           272
-          ],
-          [
-           "1_1",
-           55,
-           273
-          ],
-          [
-           "1_1",
-           56,
-           277
-          ],
-          [
-           "1_1",
-           56,
-           278
-          ],
-          [
-           "1_1",
-           56,
-           279
-          ],
-          [
-           "1_1",
-           56,
-           280
-          ],
-          [
-           "1_1",
-           57,
-           281
-          ],
-          [
-           "1_1",
-           57,
-           282
-          ],
-          [
-           "1_1",
-           57,
-           283
-          ],
-          [
-           "1_1",
-           57,
-           284
-          ],
-          [
-           "1_1",
-           57,
-           285
-          ],
-          [
-           "1_1",
-           58,
-           286
-          ],
-          [
-           "1_1",
-           58,
-           287
-          ],
-          [
-           "1_1",
-           58,
-           288
-          ],
-          [
-           "1_1",
-           58,
-           289
-          ],
-          [
-           "1_1",
-           58,
-           290
-          ],
-          [
-           "1_1",
-           59,
-           291
-          ],
-          [
-           "1_1",
-           59,
-           292
-          ],
-          [
-           "1_1",
-           59,
-           293
-          ],
-          [
-           "1_1",
-           59,
-           294
-          ],
-          [
-           "1_1",
-           59,
-           295
-          ],
-          [
-           "1_1",
-           60,
-           296
-          ],
-          [
-           "1_1",
-           60,
-           297
-          ],
-          [
-           "1_1",
-           60,
-           298
-          ],
-          [
-           "1_1",
-           60,
-           299
-          ],
-          [
-           "1_1",
-           60,
-           300
-          ],
-          [
-           "1_1",
-           61,
-           301
-          ],
-          [
-           "1_1",
-           61,
-           302
-          ],
-          [
-           "1_1",
-           61,
-           303
-          ],
-          [
-           "1_1",
-           62,
-           306
-          ],
-          [
-           "1_1",
-           62,
-           307
-          ],
-          [
-           "1_1",
-           62,
-           308
-          ],
-          [
-           "1_1",
-           62,
-           309
-          ],
-          [
-           "1_1",
-           62,
-           310
-          ],
-          [
-           "1_1",
-           63,
-           312
-          ],
-          [
-           "1_1",
-           63,
-           313
-          ],
-          [
-           "1_1",
-           63,
-           314
-          ],
-          [
-           "1_1",
-           63,
-           315
-          ],
-          [
-           "1_1",
-           64,
-           316
-          ],
-          [
-           "1_1",
-           64,
-           318
-          ],
-          [
-           "1_1",
-           64,
-           319
-          ],
-          [
-           "1_1",
-           65,
-           321
-          ],
-          [
-           "1_1",
-           65,
-           322
-          ],
-          [
-           "1_1",
-           65,
-           323
-          ],
-          [
-           "1_1",
-           65,
-           324
-          ],
-          [
-           "1_1",
-           65,
-           325
-          ],
-          [
-           "1_1",
-           66,
-           328
-          ],
-          [
-           "1_1",
-           66,
-           330
-          ],
-          [
-           "1_1",
-           67,
-           331
-          ],
-          [
-           "1_1",
-           67,
-           332
-          ],
-          [
-           "1_1",
-           67,
-           333
-          ],
-          [
-           "1_1",
-           67,
-           335
-          ],
-          [
-           "1_1",
-           68,
-           337
-          ],
-          [
-           "1_1",
-           68,
-           339
-          ],
-          [
-           "1_1",
-           68,
-           340
-          ],
-          [
-           "1_1",
-           69,
-           341
-          ],
-          [
-           "1_1",
-           69,
-           342
-          ],
-          [
-           "1_1",
-           69,
-           343
-          ],
-          [
-           "1_1",
-           69,
-           345
-          ],
-          [
-           "1_1",
-           70,
-           346
-          ],
-          [
-           "1_1",
-           70,
-           347
-          ],
-          [
-           "1_1",
-           70,
-           348
-          ],
-          [
-           "1_1",
-           70,
-           349
-          ],
-          [
-           "1_1",
-           70,
-           350
-          ],
-          [
-           "1_1",
-           71,
-           351
-          ],
-          [
-           "1_1",
-           71,
-           353
-          ],
-          [
-           "1_1",
-           71,
-           354
-          ],
-          [
-           "1_1",
-           72,
-           357
-          ],
-          [
-           "1_1",
-           72,
-           358
-          ],
-          [
-           "1_1",
-           72,
-           359
-          ],
-          [
-           "1_1",
-           72,
-           360
-          ],
-          [
-           "1_1",
-           73,
-           363
-          ],
-          [
-           "1_1",
-           73,
-           364
-          ],
-          [
-           "1_1",
-           74,
-           368
-          ],
-          [
-           "1_1",
-           74,
-           369
-          ],
-          [
-           "1_1",
-           75,
-           371
-          ],
-          [
-           "1_1",
-           75,
-           372
-          ],
-          [
-           "1_1",
-           75,
-           373
-          ],
-          [
-           "1_1",
-           75,
-           374
-          ],
-          [
-           "1_1",
-           75,
-           375
-          ],
-          [
-           "1_1",
-           76,
-           376
-          ],
-          [
-           "1_1",
-           76,
-           377
-          ],
-          [
-           "1_1",
-           76,
-           378
-          ],
-          [
-           "1_1",
-           76,
-           379
-          ],
-          [
-           "1_1",
-           76,
-           380
-          ],
-          [
-           "1_1",
-           77,
-           381
-          ],
-          [
-           "1_1",
-           77,
-           382
-          ],
-          [
-           "1_1",
-           77,
-           384
-          ],
-          [
-           "1_1",
-           77,
-           385
-          ],
-          [
-           "1_1",
-           78,
-           387
-          ],
-          [
-           "1_1",
-           78,
-           388
-          ],
-          [
-           "1_1",
-           78,
-           389
-          ],
-          [
-           "1_1",
-           78,
-           390
-          ],
-          [
-           "1_1",
-           79,
-           391
-          ],
-          [
-           "1_1",
-           79,
-           392
-          ],
-          [
-           "1_1",
-           79,
-           394
-          ],
-          [
-           "1_1",
-           79,
-           395
-          ],
-          [
-           "1_1",
-           80,
-           396
-          ],
-          [
-           "1_1",
-           80,
-           397
-          ],
-          [
-           "1_1",
-           80,
-           398
-          ],
-          [
-           "1_1",
-           80,
-           399
-          ],
-          [
-           "1_1",
-           80,
-           400
-          ],
-          [
-           "1_1",
-           81,
-           401
-          ],
-          [
-           "1_1",
-           81,
-           403
-          ],
-          [
-           "1_1",
-           81,
-           404
-          ],
-          [
-           "1_1",
-           82,
-           406
-          ],
-          [
-           "1_1",
-           82,
-           408
-          ],
-          [
-           "1_1",
-           82,
-           409
-          ],
-          [
-           "1_1",
-           82,
-           410
-          ],
-          [
-           "1_1",
-           83,
-           411
-          ],
-          [
-           "1_1",
-           83,
-           412
-          ],
-          [
-           "1_1",
-           83,
-           413
-          ],
-          [
-           "1_1",
-           83,
-           415
-          ],
-          [
-           "1_1",
-           84,
-           416
-          ],
-          [
-           "1_1",
-           84,
-           418
-          ],
-          [
-           "1_1",
-           84,
-           419
-          ],
-          [
-           "1_1",
-           84,
-           420
-          ],
-          [
-           "1_1",
-           85,
-           422
-          ],
-          [
-           "1_1",
-           85,
-           423
-          ],
-          [
-           "1_1",
-           85,
-           424
-          ],
-          [
-           "1_1",
-           85,
-           425
-          ],
-          [
-           "1_1",
-           86,
-           426
-          ],
-          [
-           "1_1",
-           86,
-           428
-          ],
-          [
-           "1_1",
-           86,
-           429
-          ],
-          [
-           "1_1",
-           87,
-           431
-          ],
-          [
-           "1_1",
-           87,
-           432
-          ],
-          [
-           "1_1",
-           87,
-           433
-          ],
-          [
-           "1_1",
-           87,
-           434
-          ],
-          [
-           "1_1",
-           87,
-           435
-          ],
-          [
-           "1_1",
-           88,
-           437
-          ],
-          [
-           "1_1",
-           88,
-           438
-          ],
-          [
-           "1_1",
-           88,
-           439
-          ],
-          [
-           "1_1",
-           88,
-           440
-          ],
-          [
-           "1_1",
-           89,
-           441
-          ],
-          [
-           "1_1",
-           89,
-           442
-          ],
-          [
-           "1_1",
-           89,
-           443
-          ],
-          [
-           "1_1",
-           89,
-           444
-          ],
-          [
-           "1_1",
-           89,
-           445
-          ],
-          [
-           "1_1",
-           90,
-           446
-          ],
-          [
-           "1_1",
-           90,
-           448
-          ],
-          [
-           "1_1",
-           90,
-           449
-          ],
-          [
-           "1_1",
-           91,
-           452
-          ],
-          [
-           "1_1",
-           91,
-           453
-          ],
-          [
-           "1_1",
-           91,
-           454
-          ],
-          [
-           "1_1",
-           91,
-           455
-          ],
-          [
-           "1_1",
-           92,
-           458
-          ],
-          [
-           "1_1",
-           92,
-           459
-          ],
-          [
-           "1_1",
-           92,
-           460
-          ],
-          [
-           "1_1",
-           93,
-           462
-          ],
-          [
-           "1_1",
-           93,
-           464
-          ],
-          [
-           "1_1",
-           93,
-           465
-          ],
-          [
-           "1_1",
-           94,
-           466
-          ],
-          [
-           "1_1",
-           94,
-           467
-          ],
-          [
-           "1_1",
-           94,
-           468
-          ],
-          [
-           "1_1",
-           94,
-           469
-          ],
-          [
-           "1_1",
-           94,
-           470
-          ],
-          [
-           "1_1",
-           95,
-           471
-          ],
-          [
-           "1_1",
-           95,
-           472
-          ],
-          [
-           "1_1",
-           95,
-           473
-          ],
-          [
-           "1_1",
-           95,
-           474
-          ],
-          [
-           "1_1",
-           96,
-           476
-          ],
-          [
-           "1_1",
-           96,
-           478
-          ],
-          [
-           "1_1",
-           96,
-           479
-          ],
-          [
-           "1_1",
-           96,
-           480
-          ],
-          [
-           "1_1",
-           97,
-           481
-          ],
-          [
-           "1_1",
-           97,
-           482
-          ],
-          [
-           "1_1",
-           97,
-           483
-          ],
-          [
-           "1_1",
-           97,
-           484
-          ],
-          [
-           "1_1",
-           97,
-           485
-          ],
-          [
-           "1_1",
-           98,
-           486
-          ],
-          [
-           "1_1",
-           98,
-           488
-          ],
-          [
-           "1_1",
-           98,
-           489
-          ],
-          [
-           "1_1",
-           98,
-           490
-          ],
-          [
-           "1_1",
-           99,
-           491
-          ],
-          [
-           "1_1",
-           99,
-           493
-          ],
-          [
-           "1_1",
-           99,
-           494
-          ],
-          [
-           "1_1",
-           99,
-           495
-          ],
-          [
-           "1_1",
-           100,
-           496
-          ],
-          [
-           "1_1",
-           100,
-           498
-          ],
-          [
-           "1_1",
-           100,
-           499
-          ],
-          [
-           "1_2",
-           1,
-           503
-          ],
-          [
-           "1_2",
-           1,
-           504
-          ],
-          [
-           "1_2",
-           1,
-           505
-          ],
-          [
-           "1_2",
-           2,
-           506
-          ],
-          [
-           "1_2",
-           2,
-           510
-          ],
-          [
-           "1_2",
-           3,
-           513
-          ],
-          [
-           "1_2",
-           3,
-           514
-          ],
-          [
-           "1_2",
-           3,
-           515
-          ],
-          [
-           "1_2",
-           4,
-           516
-          ],
-          [
-           "1_2",
-           4,
-           517
-          ],
-          [
-           "1_2",
-           4,
-           518
-          ],
-          [
-           "1_2",
-           4,
-           519
-          ],
-          [
-           "1_2",
-           4,
-           520
-          ],
-          [
-           "1_2",
-           5,
-           522
-          ],
-          [
-           "1_2",
-           5,
-           524
-          ],
-          [
-           "1_2",
-           5,
-           525
-          ],
-          [
-           "1_2",
-           6,
-           526
-          ],
-          [
-           "1_2",
-           6,
-           527
-          ],
-          [
-           "1_2",
-           6,
-           529
-          ],
-          [
-           "1_2",
-           6,
-           530
-          ],
-          [
-           "1_2",
-           7,
-           532
-          ],
-          [
-           "1_2",
-           7,
-           534
-          ],
-          [
-           "1_2",
-           8,
-           536
-          ],
-          [
-           "1_2",
-           8,
-           539
-          ],
-          [
-           "1_2",
-           8,
-           540
-          ],
-          [
-           "1_2",
-           9,
-           541
-          ],
-          [
-           "1_2",
-           9,
-           542
-          ],
-          [
-           "1_2",
-           9,
-           543
-          ],
-          [
-           "1_2",
-           9,
-           544
-          ],
-          [
-           "1_2",
-           9,
-           545
-          ],
-          [
-           "1_2",
-           10,
-           547
-          ],
-          [
-           "1_2",
-           10,
-           549
-          ],
-          [
-           "1_2",
-           10,
-           550
-          ],
-          [
-           "1_2",
-           11,
-           551
-          ],
-          [
-           "1_2",
-           11,
-           553
-          ],
-          [
-           "1_2",
-           11,
-           554
-          ],
-          [
-           "1_2",
-           12,
-           557
-          ],
-          [
-           "1_2",
-           12,
-           558
-          ],
-          [
-           "1_2",
-           12,
-           559
-          ],
-          [
-           "1_2",
-           12,
-           560
-          ],
-          [
-           "1_2",
-           13,
-           562
-          ],
-          [
-           "1_2",
-           13,
-           564
-          ],
-          [
-           "1_2",
-           13,
-           565
-          ],
-          [
-           "1_2",
-           14,
-           566
-          ],
-          [
-           "1_2",
-           14,
-           568
-          ],
-          [
-           "1_2",
-           14,
-           569
-          ],
-          [
-           "1_2",
-           15,
-           572
-          ],
-          [
-           "1_2",
-           15,
-           574
-          ],
-          [
-           "1_2",
-           15,
-           575
-          ],
-          [
-           "1_2",
-           16,
-           576
-          ],
-          [
-           "1_2",
-           16,
-           577
-          ],
-          [
-           "1_2",
-           16,
-           578
-          ],
-          [
-           "1_2",
-           16,
-           579
-          ],
-          [
-           "1_2",
-           16,
-           580
-          ],
-          [
-           "1_2",
-           17,
-           581
-          ],
-          [
-           "1_2",
-           17,
-           582
-          ],
-          [
-           "1_2",
-           17,
-           583
-          ],
-          [
-           "1_2",
-           17,
-           585
-          ],
-          [
-           "1_2",
-           18,
-           587
-          ],
-          [
-           "1_2",
-           18,
-           588
-          ],
-          [
-           "1_2",
-           18,
-           589
-          ],
-          [
-           "1_2",
-           19,
-           591
-          ],
-          [
-           "1_2",
-           19,
-           594
-          ],
-          [
-           "1_2",
-           20,
-           597
-          ],
-          [
-           "1_2",
-           20,
-           598
-          ],
-          [
-           "1_2",
-           20,
-           600
-          ],
-          [
-           "1_2",
-           21,
-           601
-          ],
-          [
-           "1_2",
-           21,
-           602
-          ],
-          [
-           "1_2",
-           21,
-           603
-          ],
-          [
-           "1_2",
-           21,
-           604
-          ],
-          [
-           "1_2",
-           21,
-           605
-          ],
-          [
-           "1_2",
-           22,
-           606
-          ],
-          [
-           "1_2",
-           22,
-           608
-          ],
-          [
-           "1_2",
-           22,
-           609
-          ],
-          [
-           "1_2",
-           22,
-           610
-          ],
-          [
-           "1_2",
-           23,
-           611
-          ],
-          [
-           "1_2",
-           23,
-           613
-          ],
-          [
-           "1_2",
-           23,
-           614
-          ],
-          [
-           "1_2",
-           23,
-           615
-          ],
-          [
-           "1_2",
-           24,
-           617
-          ],
-          [
-           "1_2",
-           24,
-           618
-          ],
-          [
-           "1_2",
-           24,
-           619
-          ],
-          [
-           "1_2",
-           24,
-           620
-          ],
-          [
-           "1_2",
-           25,
-           621
-          ],
-          [
-           "1_2",
-           25,
-           622
-          ],
-          [
-           "1_2",
-           25,
-           623
-          ],
-          [
-           "1_2",
-           25,
-           624
-          ],
-          [
-           "1_2",
-           25,
-           625
-          ],
-          [
-           "1_2",
-           26,
-           626
-          ],
-          [
-           "1_2",
-           26,
-           627
-          ],
-          [
-           "1_2",
-           26,
-           628
-          ],
-          [
-           "1_2",
-           26,
-           629
-          ],
-          [
-           "1_2",
-           26,
-           630
-          ],
-          [
-           "1_2",
-           27,
-           631
-          ],
-          [
-           "1_2",
-           27,
-           632
-          ],
-          [
-           "1_2",
-           27,
-           633
-          ],
-          [
-           "1_2",
-           27,
-           635
-          ],
-          [
-           "1_2",
-           28,
-           636
-          ],
-          [
-           "1_2",
-           28,
-           637
-          ],
-          [
-           "1_2",
-           28,
-           638
-          ],
-          [
-           "1_2",
-           28,
-           640
-          ],
-          [
-           "1_2",
-           29,
-           641
-          ],
-          [
-           "1_2",
-           29,
-           642
-          ],
-          [
-           "1_2",
-           29,
-           644
-          ],
-          [
-           "1_2",
-           29,
-           645
-          ],
-          [
-           "1_2",
-           30,
-           647
-          ],
-          [
-           "1_2",
-           31,
-           654
-          ],
-          [
-           "1_2",
-           32,
-           657
-          ],
-          [
-           "1_2",
-           32,
-           658
-          ],
-          [
-           "1_2",
-           32,
-           659
-          ],
-          [
-           "1_2",
-           32,
-           660
-          ],
-          [
-           "1_2",
-           33,
-           661
-          ],
-          [
-           "1_2",
-           33,
-           662
-          ],
-          [
-           "1_2",
-           33,
-           664
-          ],
-          [
-           "1_2",
-           33,
-           665
-          ],
-          [
-           "1_2",
-           34,
-           667
-          ],
-          [
-           "1_2",
-           34,
-           668
-          ],
-          [
-           "1_2",
-           34,
-           669
-          ],
-          [
-           "1_2",
-           34,
-           670
-          ],
-          [
-           "1_2",
-           35,
-           671
-          ],
-          [
-           "1_2",
-           35,
-           672
-          ],
-          [
-           "1_2",
-           35,
-           674
-          ],
-          [
-           "1_2",
-           36,
-           676
-          ],
-          [
-           "1_2",
-           36,
-           678
-          ],
-          [
-           "1_2",
-           36,
-           679
-          ],
-          [
-           "1_2",
-           37,
-           681
-          ],
-          [
-           "1_2",
-           37,
-           682
-          ],
-          [
-           "1_2",
-           37,
-           683
-          ],
-          [
-           "1_2",
-           37,
-           684
-          ],
-          [
-           "1_2",
-           37,
-           685
-          ],
-          [
-           "1_2",
-           38,
-           686
-          ],
-          [
-           "1_2",
-           38,
-           687
-          ],
-          [
-           "1_2",
-           38,
-           688
-          ],
-          [
-           "1_2",
-           38,
-           689
-          ],
-          [
-           "1_2",
-           38,
-           690
-          ],
-          [
-           "1_2",
-           39,
-           692
-          ],
-          [
-           "1_2",
-           39,
-           693
-          ],
-          [
-           "1_2",
-           39,
-           694
-          ],
-          [
-           "1_2",
-           39,
-           695
-          ],
-          [
-           "1_2",
-           40,
-           698
-          ],
-          [
-           "1_2",
-           40,
-           699
-          ],
-          [
-           "1_2",
-           40,
-           700
-          ],
-          [
-           "1_2",
-           41,
-           702
-          ],
-          [
-           "1_2",
-           41,
-           703
-          ],
-          [
-           "1_2",
-           42,
-           706
-          ],
-          [
-           "1_2",
-           42,
-           707
-          ],
-          [
-           "1_2",
-           42,
-           708
-          ],
-          [
-           "1_2",
-           42,
-           710
-          ],
-          [
-           "1_2",
-           43,
-           711
-          ],
-          [
-           "1_2",
-           43,
-           715
-          ],
-          [
-           "1_2",
-           44,
-           717
-          ],
-          [
-           "1_2",
-           44,
-           718
-          ],
-          [
-           "1_2",
-           44,
-           719
-          ],
-          [
-           "1_2",
-           45,
-           722
-          ],
-          [
-           "1_2",
-           45,
-           723
-          ],
-          [
-           "1_2",
-           45,
-           724
-          ],
-          [
-           "1_2",
-           45,
-           725
-          ],
-          [
-           "1_2",
-           46,
-           726
-          ],
-          [
-           "1_2",
-           46,
-           727
-          ],
-          [
-           "1_2",
-           46,
-           728
-          ],
-          [
-           "1_2",
-           46,
-           729
-          ],
-          [
-           "1_2",
-           46,
-           730
-          ],
-          [
-           "1_2",
-           47,
-           731
-          ],
-          [
-           "1_2",
-           47,
-           733
-          ],
-          [
-           "1_2",
-           47,
-           734
-          ],
-          [
-           "1_2",
-           47,
-           735
-          ],
-          [
-           "1_2",
-           48,
-           736
-          ],
-          [
-           "1_2",
-           48,
-           737
-          ],
-          [
-           "1_2",
-           48,
-           738
-          ],
-          [
-           "1_2",
-           48,
-           739
-          ],
-          [
-           "1_2",
-           48,
-           740
-          ],
-          [
-           "1_2",
-           49,
-           741
-          ],
-          [
-           "1_2",
-           49,
-           742
-          ],
-          [
-           "1_2",
-           49,
-           743
-          ],
-          [
-           "1_2",
-           49,
-           744
-          ],
-          [
-           "1_2",
-           50,
-           746
-          ],
-          [
-           "1_2",
-           50,
-           747
-          ],
-          [
-           "1_2",
-           50,
-           749
-          ],
-          [
-           "1_2",
-           51,
-           751
-          ],
-          [
-           "1_2",
-           51,
-           752
-          ],
-          [
-           "1_2",
-           51,
-           753
-          ],
-          [
-           "1_2",
-           51,
-           754
-          ],
-          [
-           "1_2",
-           51,
-           755
-          ],
-          [
-           "1_2",
-           52,
-           756
-          ],
-          [
-           "1_2",
-           52,
-           757
-          ],
-          [
-           "1_2",
-           52,
-           758
-          ],
-          [
-           "1_2",
-           52,
-           759
-          ],
-          [
-           "1_2",
-           52,
-           760
-          ],
-          [
-           "1_2",
-           53,
-           761
-          ],
-          [
-           "1_2",
-           53,
-           762
-          ],
-          [
-           "1_2",
-           53,
-           763
-          ],
-          [
-           "1_2",
-           53,
-           764
-          ],
-          [
-           "1_2",
-           54,
-           767
-          ],
-          [
-           "1_2",
-           54,
-           769
-          ],
-          [
-           "1_2",
-           54,
-           770
-          ],
-          [
-           "1_2",
-           55,
-           771
-          ],
-          [
-           "1_2",
-           55,
-           772
-          ],
-          [
-           "1_2",
-           55,
-           773
-          ],
-          [
-           "1_2",
-           55,
-           774
-          ],
-          [
-           "1_2",
-           55,
-           775
-          ],
-          [
-           "1_2",
-           56,
-           777
-          ],
-          [
-           "1_2",
-           56,
-           778
-          ],
-          [
-           "1_2",
-           56,
-           779
-          ],
-          [
-           "1_2",
-           56,
-           780
-          ],
-          [
-           "1_2",
-           57,
-           781
-          ],
-          [
-           "1_2",
-           57,
-           782
-          ],
-          [
-           "1_2",
-           57,
-           783
-          ],
-          [
-           "1_2",
-           57,
-           784
-          ],
-          [
-           "1_2",
-           57,
-           785
-          ],
-          [
-           "1_2",
-           58,
-           786
-          ],
-          [
-           "1_2",
-           58,
-           787
-          ],
-          [
-           "1_2",
-           58,
-           788
-          ],
-          [
-           "1_2",
-           58,
-           789
-          ],
-          [
-           "1_2",
-           58,
-           790
-          ],
-          [
-           "1_2",
-           59,
-           792
-          ],
-          [
-           "1_2",
-           59,
-           793
-          ],
-          [
-           "1_2",
-           59,
-           794
-          ],
-          [
-           "1_2",
-           59,
-           795
-          ],
-          [
-           "1_2",
-           60,
-           796
-          ],
-          [
-           "1_2",
-           60,
-           797
-          ],
-          [
-           "1_2",
-           60,
-           798
-          ],
-          [
-           "1_2",
-           60,
-           799
-          ],
-          [
-           "1_2",
-           60,
-           800
-          ],
-          [
-           "1_2",
-           61,
-           801
-          ],
-          [
-           "1_2",
-           61,
-           802
-          ],
-          [
-           "1_2",
-           61,
-           803
-          ],
-          [
-           "1_2",
-           61,
-           804
-          ],
-          [
-           "1_2",
-           61,
-           805
-          ],
-          [
-           "1_2",
-           62,
-           806
-          ],
-          [
-           "1_2",
-           62,
-           807
-          ],
-          [
-           "1_2",
-           62,
-           808
-          ],
-          [
-           "1_2",
-           62,
-           809
-          ],
-          [
-           "1_2",
-           62,
-           810
-          ],
-          [
-           "1_2",
-           63,
-           811
-          ],
-          [
-           "1_2",
-           63,
-           812
-          ],
-          [
-           "1_2",
-           63,
-           813
-          ],
-          [
-           "1_2",
-           63,
-           814
-          ],
-          [
-           "1_2",
-           63,
-           815
-          ],
-          [
-           "1_2",
-           64,
-           816
-          ],
-          [
-           "1_2",
-           64,
-           818
-          ],
-          [
-           "1_2",
-           64,
-           819
-          ],
-          [
-           "1_2",
-           64,
-           820
-          ],
-          [
-           "1_2",
-           65,
-           821
-          ],
-          [
-           "1_2",
-           65,
-           822
-          ],
-          [
-           "1_2",
-           65,
-           823
-          ],
-          [
-           "1_2",
-           65,
-           824
-          ],
-          [
-           "1_2",
-           65,
-           825
-          ],
-          [
-           "1_2",
-           66,
-           826
-          ],
-          [
-           "1_2",
-           66,
-           828
-          ],
-          [
-           "1_2",
-           66,
-           829
-          ],
-          [
-           "1_2",
-           67,
-           831
-          ],
-          [
-           "1_2",
-           67,
-           832
-          ],
-          [
-           "1_2",
-           67,
-           833
-          ],
-          [
-           "1_2",
-           67,
-           834
-          ],
-          [
-           "1_2",
-           67,
-           835
-          ],
-          [
-           "1_2",
-           68,
-           836
-          ],
-          [
-           "1_2",
-           68,
-           837
-          ],
-          [
-           "1_2",
-           68,
-           838
-          ],
-          [
-           "1_2",
-           68,
-           840
-          ],
-          [
-           "1_2",
-           69,
-           841
-          ],
-          [
-           "1_2",
-           69,
-           843
-          ],
-          [
-           "1_2",
-           69,
-           844
-          ],
-          [
-           "1_2",
-           69,
-           845
-          ],
-          [
-           "1_2",
-           70,
-           848
-          ],
-          [
-           "1_2",
-           70,
-           849
-          ],
-          [
-           "1_2",
-           71,
-           851
-          ],
-          [
-           "1_2",
-           71,
-           852
-          ],
-          [
-           "1_2",
-           71,
-           853
-          ],
-          [
-           "1_2",
-           71,
-           854
-          ],
-          [
-           "1_2",
-           72,
-           856
-          ],
-          [
-           "1_2",
-           72,
-           857
-          ],
-          [
-           "1_2",
-           72,
-           858
-          ],
-          [
-           "1_2",
-           72,
-           859
-          ],
-          [
-           "1_2",
-           72,
-           860
-          ],
-          [
-           "1_2",
-           73,
-           862
-          ],
-          [
-           "1_2",
-           73,
-           863
-          ],
-          [
-           "1_2",
-           73,
-           864
-          ],
-          [
-           "1_2",
-           74,
-           866
-          ],
-          [
-           "1_2",
-           74,
-           867
-          ],
-          [
-           "1_2",
-           74,
-           868
-          ],
-          [
-           "1_2",
-           74,
-           869
-          ],
-          [
-           "1_2",
-           74,
-           870
-          ],
-          [
-           "1_2",
-           75,
-           871
-          ],
-          [
-           "1_2",
-           75,
-           872
-          ],
-          [
-           "1_2",
-           75,
-           873
-          ],
-          [
-           "1_2",
-           76,
-           876
-          ],
-          [
-           "1_2",
-           76,
-           877
-          ],
-          [
-           "1_2",
-           76,
-           878
-          ],
-          [
-           "1_2",
-           76,
-           879
-          ],
-          [
-           "1_2",
-           76,
-           880
-          ],
-          [
-           "1_2",
-           77,
-           881
-          ],
-          [
-           "1_2",
-           77,
-           882
-          ],
-          [
-           "1_2",
-           77,
-           883
-          ],
-          [
-           "1_2",
-           77,
-           884
-          ],
-          [
-           "1_2",
-           77,
-           885
-          ],
-          [
-           "1_2",
-           78,
-           886
-          ],
-          [
-           "1_2",
-           78,
-           887
-          ],
-          [
-           "1_2",
-           78,
-           888
-          ],
-          [
-           "1_2",
-           78,
-           889
-          ],
-          [
-           "1_2",
-           78,
-           890
-          ],
-          [
-           "1_2",
-           79,
-           891
-          ],
-          [
-           "1_2",
-           79,
-           894
-          ],
-          [
-           "1_2",
-           79,
-           895
-          ],
-          [
-           "1_2",
-           80,
-           896
-          ],
-          [
-           "1_2",
-           80,
-           898
-          ],
-          [
-           "1_2",
-           81,
-           902
-          ],
-          [
-           "1_2",
-           81,
-           903
-          ],
-          [
-           "1_2",
-           81,
-           904
-          ],
-          [
-           "1_2",
-           81,
-           905
-          ],
-          [
-           "1_2",
-           82,
-           907
-          ],
-          [
-           "1_2",
-           83,
-           911
-          ],
-          [
-           "1_2",
-           83,
-           912
-          ],
-          [
-           "1_2",
-           83,
-           915
-          ],
-          [
-           "1_2",
-           84,
-           916
-          ],
-          [
-           "1_2",
-           84,
-           917
-          ],
-          [
-           "1_2",
-           84,
-           918
-          ],
-          [
-           "1_2",
-           84,
-           919
-          ],
-          [
-           "1_2",
-           84,
-           920
-          ],
-          [
-           "1_2",
-           85,
-           921
-          ],
-          [
-           "1_2",
-           85,
-           923
-          ],
-          [
-           "1_2",
-           85,
-           925
-          ],
-          [
-           "1_2",
-           86,
-           926
-          ],
-          [
-           "1_2",
-           86,
-           927
-          ],
-          [
-           "1_2",
-           86,
-           928
-          ],
-          [
-           "1_2",
-           86,
-           929
-          ],
-          [
-           "1_2",
-           87,
-           931
-          ],
-          [
-           "1_2",
-           87,
-           933
-          ],
-          [
-           "1_2",
-           87,
-           934
-          ],
-          [
-           "1_2",
-           87,
-           935
-          ],
-          [
-           "1_2",
-           88,
-           936
-          ],
-          [
-           "1_2",
-           88,
-           937
-          ],
-          [
-           "1_2",
-           88,
-           938
-          ],
-          [
-           "1_2",
-           88,
-           939
-          ],
-          [
-           "1_2",
-           88,
-           940
-          ],
-          [
-           "1_2",
-           89,
-           943
-          ],
-          [
-           "1_2",
-           89,
-           944
-          ],
-          [
-           "1_2",
-           89,
-           945
-          ],
-          [
-           "1_2",
-           90,
-           946
-          ],
-          [
-           "1_2",
-           90,
-           947
-          ],
-          [
-           "1_2",
-           90,
-           948
-          ],
-          [
-           "1_2",
-           90,
-           950
-          ],
-          [
-           "1_2",
-           91,
-           951
-          ],
-          [
-           "1_2",
-           91,
-           952
-          ],
-          [
-           "1_2",
-           91,
-           955
-          ],
-          [
-           "1_2",
-           92,
-           959
-          ],
-          [
-           "1_2",
-           92,
-           960
-          ],
-          [
-           "1_2",
-           93,
-           961
-          ],
-          [
-           "1_2",
-           93,
-           963
-          ],
-          [
-           "1_2",
-           93,
-           964
-          ],
-          [
-           "1_2",
-           93,
-           965
-          ],
-          [
-           "1_2",
-           94,
-           967
-          ],
-          [
-           "1_2",
-           94,
-           969
-          ],
-          [
-           "1_2",
-           94,
-           970
-          ],
-          [
-           "1_2",
-           95,
-           971
-          ],
-          [
-           "1_2",
-           95,
-           972
-          ],
-          [
-           "1_2",
-           95,
-           973
-          ],
-          [
-           "1_2",
-           95,
-           974
-          ],
-          [
-           "1_2",
-           95,
-           975
-          ],
-          [
-           "1_2",
-           96,
-           976
-          ],
-          [
-           "1_2",
-           96,
-           977
-          ],
-          [
-           "1_2",
-           96,
-           978
-          ],
-          [
-           "1_2",
-           96,
-           979
-          ],
-          [
-           "1_2",
-           97,
-           981
-          ],
-          [
-           "1_2",
-           97,
-           983
-          ],
-          [
-           "1_2",
-           97,
-           984
-          ],
-          [
-           "1_2",
-           97,
-           985
-          ],
-          [
-           "1_2",
-           98,
-           986
-          ],
-          [
-           "1_2",
-           98,
-           987
-          ],
-          [
-           "1_2",
-           98,
-           988
-          ],
-          [
-           "1_2",
-           98,
-           989
-          ],
-          [
-           "1_2",
-           98,
-           990
-          ],
-          [
-           "1_2",
-           99,
-           992
-          ],
-          [
-           "1_2",
-           99,
-           993
-          ],
-          [
-           "1_2",
-           99,
-           994
-          ],
-          [
-           "1_2",
-           99,
-           995
-          ],
-          [
-           "1_2",
-           100,
-           996
-          ],
-          [
-           "1_2",
-           100,
-           997
-          ],
-          [
-           "1_2",
-           100,
-           998
-          ],
-          [
-           "1_2",
-           100,
-           999
-          ],
-          [
-           "1_2",
-           100,
-           1000
-          ],
-          [
-           "2_1",
-           1,
-           1002
-          ],
-          [
-           "2_1",
-           1,
-           1003
-          ],
-          [
-           "2_1",
-           1,
-           1004
-          ],
-          [
-           "2_1",
-           1,
-           1005
-          ],
-          [
-           "2_1",
-           2,
-           1006
-          ],
-          [
-           "2_1",
-           2,
-           1007
-          ],
-          [
-           "2_1",
-           2,
-           1010
-          ],
-          [
-           "2_1",
-           3,
-           1011
-          ],
-          [
-           "2_1",
-           3,
-           1012
-          ],
-          [
-           "2_1",
-           3,
-           1013
-          ],
-          [
-           "2_1",
-           3,
-           1015
-          ],
-          [
-           "2_1",
-           4,
-           1016
-          ],
-          [
-           "2_1",
-           4,
-           1017
-          ],
-          [
-           "2_1",
-           4,
-           1018
-          ],
-          [
-           "2_1",
-           4,
-           1019
-          ],
-          [
-           "2_1",
-           4,
-           1020
-          ],
-          [
-           "2_1",
-           5,
-           1021
-          ],
-          [
-           "2_1",
-           5,
-           1022
-          ],
-          [
-           "2_1",
-           5,
-           1023
-          ],
-          [
-           "2_1",
-           6,
-           1026
-          ],
-          [
-           "2_1",
-           6,
-           1027
-          ],
-          [
-           "2_1",
-           6,
-           1028
-          ],
-          [
-           "2_1",
-           6,
-           1030
-          ],
-          [
-           "2_1",
-           7,
-           1031
-          ],
-          [
-           "2_1",
-           7,
-           1032
-          ],
-          [
-           "2_1",
-           7,
-           1033
-          ],
-          [
-           "2_1",
-           7,
-           1035
-          ],
-          [
-           "2_1",
-           8,
-           1036
-          ],
-          [
-           "2_1",
-           8,
-           1037
-          ],
-          [
-           "2_1",
-           8,
-           1038
-          ],
-          [
-           "2_1",
-           8,
-           1039
-          ],
-          [
-           "2_1",
-           9,
-           1042
-          ],
-          [
-           "2_1",
-           9,
-           1044
-          ],
-          [
-           "2_1",
-           9,
-           1045
-          ],
-          [
-           "2_1",
-           10,
-           1047
-          ],
-          [
-           "2_1",
-           10,
-           1049
-          ],
-          [
-           "2_1",
-           10,
-           1050
-          ],
-          [
-           "2_1",
-           11,
-           1051
-          ],
-          [
-           "2_1",
-           11,
-           1052
-          ],
-          [
-           "2_1",
-           11,
-           1053
-          ],
-          [
-           "2_1",
-           11,
-           1054
-          ],
-          [
-           "2_1",
-           11,
-           1055
-          ],
-          [
-           "2_1",
-           12,
-           1057
-          ],
-          [
-           "2_1",
-           12,
-           1058
-          ],
-          [
-           "2_1",
-           12,
-           1059
-          ],
-          [
-           "2_1",
-           12,
-           1060
-          ],
-          [
-           "2_1",
-           13,
-           1061
-          ],
-          [
-           "2_1",
-           13,
-           1062
-          ],
-          [
-           "2_1",
-           13,
-           1063
-          ],
-          [
-           "2_1",
-           14,
-           1066
-          ],
-          [
-           "2_1",
-           14,
-           1067
-          ],
-          [
-           "2_1",
-           14,
-           1068
-          ],
-          [
-           "2_1",
-           14,
-           1070
-          ],
-          [
-           "2_1",
-           15,
-           1071
-          ],
-          [
-           "2_1",
-           15,
-           1073
-          ],
-          [
-           "2_1",
-           15,
-           1074
-          ],
-          [
-           "2_1",
-           15,
-           1075
-          ],
-          [
-           "2_1",
-           16,
-           1076
-          ],
-          [
-           "2_1",
-           16,
-           1077
-          ],
-          [
-           "2_1",
-           16,
-           1078
-          ],
-          [
-           "2_1",
-           16,
-           1079
-          ],
-          [
-           "2_1",
-           17,
-           1083
-          ],
-          [
-           "2_1",
-           17,
-           1084
-          ],
-          [
-           "2_1",
-           17,
-           1085
-          ],
-          [
-           "2_1",
-           18,
-           1087
-          ],
-          [
-           "2_1",
-           18,
-           1089
-          ],
-          [
-           "2_1",
-           18,
-           1090
-          ],
-          [
-           "2_1",
-           19,
-           1092
-          ],
-          [
-           "2_1",
-           19,
-           1093
-          ],
-          [
-           "2_1",
-           19,
-           1094
-          ],
-          [
-           "2_1",
-           19,
-           1095
-          ],
-          [
-           "2_1",
-           20,
-           1096
-          ],
-          [
-           "2_1",
-           20,
-           1097
-          ],
-          [
-           "2_1",
-           20,
-           1098
-          ],
-          [
-           "2_1",
-           20,
-           1099
-          ],
-          [
-           "2_1",
-           20,
-           1100
-          ],
-          [
-           "2_1",
-           21,
-           1101
-          ],
-          [
-           "2_1",
-           21,
-           1103
-          ],
-          [
-           "2_1",
-           21,
-           1104
-          ],
-          [
-           "2_1",
-           21,
-           1105
-          ],
-          [
-           "2_1",
-           22,
-           1106
-          ],
-          [
-           "2_1",
-           22,
-           1108
-          ],
-          [
-           "2_1",
-           22,
-           1109
-          ],
-          [
-           "2_1",
-           22,
-           1110
-          ],
-          [
-           "2_1",
-           23,
-           1111
-          ],
-          [
-           "2_1",
-           23,
-           1113
-          ],
-          [
-           "2_1",
-           23,
-           1115
-          ],
-          [
-           "2_1",
-           24,
-           1116
-          ],
-          [
-           "2_1",
-           24,
-           1117
-          ],
-          [
-           "2_1",
-           24,
-           1118
-          ],
-          [
-           "2_1",
-           24,
-           1119
-          ],
-          [
-           "2_1",
-           24,
-           1120
-          ],
-          [
-           "2_1",
-           25,
-           1121
-          ],
-          [
-           "2_1",
-           25,
-           1122
-          ],
-          [
-           "2_1",
-           25,
-           1123
-          ],
-          [
-           "2_1",
-           25,
-           1124
-          ],
-          [
-           "2_1",
-           26,
-           1127
-          ],
-          [
-           "2_1",
-           26,
-           1128
-          ],
-          [
-           "2_1",
-           26,
-           1129
-          ],
-          [
-           "2_1",
-           26,
-           1130
-          ],
-          [
-           "2_1",
-           27,
-           1131
-          ],
-          [
-           "2_1",
-           27,
-           1132
-          ],
-          [
-           "2_1",
-           27,
-           1133
-          ],
-          [
-           "2_1",
-           27,
-           1134
-          ],
-          [
-           "2_1",
-           27,
-           1135
-          ],
-          [
-           "2_1",
-           28,
-           1136
-          ],
-          [
-           "2_1",
-           28,
-           1137
-          ],
-          [
-           "2_1",
-           28,
-           1138
-          ],
-          [
-           "2_1",
-           28,
-           1140
-          ],
-          [
-           "2_1",
-           29,
-           1141
-          ],
-          [
-           "2_1",
-           29,
-           1142
-          ],
-          [
-           "2_1",
-           29,
-           1143
-          ],
-          [
-           "2_1",
-           29,
-           1144
-          ],
-          [
-           "2_1",
-           29,
-           1145
-          ],
-          [
-           "2_1",
-           30,
-           1147
-          ],
-          [
-           "2_1",
-           30,
-           1148
-          ],
-          [
-           "2_1",
-           30,
-           1149
-          ],
-          [
-           "2_1",
-           30,
-           1150
-          ],
-          [
-           "2_1",
-           31,
-           1151
-          ],
-          [
-           "2_1",
-           31,
-           1152
-          ],
-          [
-           "2_1",
-           31,
-           1153
-          ],
-          [
-           "2_1",
-           31,
-           1155
-          ],
-          [
-           "2_1",
-           32,
-           1157
-          ],
-          [
-           "2_1",
-           32,
-           1158
-          ],
-          [
-           "2_1",
-           32,
-           1159
-          ],
-          [
-           "2_1",
-           33,
-           1161
-          ],
-          [
-           "2_1",
-           33,
-           1162
-          ],
-          [
-           "2_1",
-           33,
-           1163
-          ],
-          [
-           "2_1",
-           33,
-           1164
-          ],
-          [
-           "2_1",
-           34,
-           1166
-          ],
-          [
-           "2_1",
-           34,
-           1167
-          ],
-          [
-           "2_1",
-           34,
-           1169
-          ],
-          [
-           "2_1",
-           35,
-           1171
-          ],
-          [
-           "2_1",
-           35,
-           1172
-          ],
-          [
-           "2_1",
-           35,
-           1173
-          ],
-          [
-           "2_1",
-           35,
-           1174
-          ],
-          [
-           "2_1",
-           35,
-           1175
-          ],
-          [
-           "2_1",
-           36,
-           1176
-          ],
-          [
-           "2_1",
-           36,
-           1177
-          ],
-          [
-           "2_1",
-           36,
-           1178
-          ],
-          [
-           "2_1",
-           36,
-           1179
-          ],
-          [
-           "2_1",
-           36,
-           1180
-          ],
-          [
-           "2_1",
-           37,
-           1181
-          ],
-          [
-           "2_1",
-           37,
-           1182
-          ],
-          [
-           "2_1",
-           37,
-           1184
-          ],
-          [
-           "2_1",
-           37,
-           1185
-          ],
-          [
-           "2_1",
-           38,
-           1186
-          ],
-          [
-           "2_1",
-           38,
-           1187
-          ],
-          [
-           "2_1",
-           38,
-           1188
-          ],
-          [
-           "2_1",
-           38,
-           1189
-          ],
-          [
-           "2_1",
-           39,
-           1192
-          ],
-          [
-           "2_1",
-           39,
-           1193
-          ],
-          [
-           "2_1",
-           39,
-           1195
-          ],
-          [
-           "2_1",
-           40,
-           1196
-          ],
-          [
-           "2_1",
-           40,
-           1198
-          ],
-          [
-           "2_1",
-           40,
-           1199
-          ],
-          [
-           "2_1",
-           41,
-           1201
-          ],
-          [
-           "2_1",
-           41,
-           1202
-          ],
-          [
-           "2_1",
-           41,
-           1203
-          ],
-          [
-           "2_1",
-           41,
-           1204
-          ],
-          [
-           "2_1",
-           41,
-           1205
-          ],
-          [
-           "2_1",
-           42,
-           1206
-          ],
-          [
-           "2_1",
-           42,
-           1207
-          ],
-          [
-           "2_1",
-           42,
-           1208
-          ],
-          [
-           "2_1",
-           42,
-           1209
-          ],
-          [
-           "2_1",
-           43,
-           1213
-          ],
-          [
-           "2_1",
-           43,
-           1214
-          ],
-          [
-           "2_1",
-           43,
-           1215
-          ],
-          [
-           "2_1",
-           44,
-           1216
-          ],
-          [
-           "2_1",
-           44,
-           1217
-          ],
-          [
-           "2_1",
-           44,
-           1218
-          ],
-          [
-           "2_1",
-           44,
-           1219
-          ],
-          [
-           "2_1",
-           44,
-           1220
-          ],
-          [
-           "2_1",
-           45,
-           1222
-          ],
-          [
-           "2_1",
-           45,
-           1223
-          ],
-          [
-           "2_1",
-           45,
-           1224
-          ],
-          [
-           "2_1",
-           45,
-           1225
-          ],
-          [
-           "2_1",
-           46,
-           1228
-          ],
-          [
-           "2_1",
-           46,
-           1229
-          ],
-          [
-           "2_1",
-           46,
-           1230
-          ],
-          [
-           "2_1",
-           47,
-           1231
-          ],
-          [
-           "2_1",
-           47,
-           1232
-          ],
-          [
-           "2_1",
-           47,
-           1233
-          ],
-          [
-           "2_1",
-           47,
-           1234
-          ],
-          [
-           "2_1",
-           47,
-           1235
-          ],
-          [
-           "2_1",
-           48,
-           1237
-          ],
-          [
-           "2_1",
-           48,
-           1238
-          ],
-          [
-           "2_1",
-           48,
-           1239
-          ],
-          [
-           "2_1",
-           49,
-           1241
-          ],
-          [
-           "2_1",
-           49,
-           1242
-          ],
-          [
-           "2_1",
-           49,
-           1243
-          ],
-          [
-           "2_1",
-           49,
-           1244
-          ],
-          [
-           "2_1",
-           49,
-           1245
-          ],
-          [
-           "2_1",
-           50,
-           1246
-          ],
-          [
-           "2_1",
-           50,
-           1247
-          ],
-          [
-           "2_1",
-           50,
-           1248
-          ],
-          [
-           "2_1",
-           50,
-           1249
-          ],
-          [
-           "2_1",
-           50,
-           1250
-          ],
-          [
-           "2_1",
-           51,
-           1251
-          ],
-          [
-           "2_1",
-           51,
-           1252
-          ],
-          [
-           "2_1",
-           51,
-           1253
-          ],
-          [
-           "2_1",
-           51,
-           1255
-          ],
-          [
-           "2_1",
-           52,
-           1256
-          ],
-          [
-           "2_1",
-           52,
-           1257
-          ],
-          [
-           "2_1",
-           52,
-           1258
-          ],
-          [
-           "2_1",
-           52,
-           1260
-          ],
-          [
-           "2_1",
-           53,
-           1261
-          ],
-          [
-           "2_1",
-           53,
-           1262
-          ],
-          [
-           "2_1",
-           53,
-           1263
-          ],
-          [
-           "2_1",
-           54,
-           1266
-          ],
-          [
-           "2_1",
-           54,
-           1267
-          ],
-          [
-           "2_1",
-           54,
-           1268
-          ],
-          [
-           "2_1",
-           54,
-           1269
-          ],
-          [
-           "2_1",
-           54,
-           1270
-          ],
-          [
-           "2_1",
-           55,
-           1271
-          ],
-          [
-           "2_1",
-           55,
-           1273
-          ],
-          [
-           "2_1",
-           55,
-           1274
-          ],
-          [
-           "2_1",
-           56,
-           1277
-          ],
-          [
-           "2_1",
-           56,
-           1278
-          ],
-          [
-           "2_1",
-           57,
-           1281
-          ],
-          [
-           "2_1",
-           57,
-           1282
-          ],
-          [
-           "2_1",
-           57,
-           1283
-          ],
-          [
-           "2_1",
-           57,
-           1285
-          ],
-          [
-           "2_1",
-           58,
-           1286
-          ],
-          [
-           "2_1",
-           58,
-           1288
-          ],
-          [
-           "2_1",
-           58,
-           1289
-          ],
-          [
-           "2_1",
-           58,
-           1290
-          ],
-          [
-           "2_1",
-           59,
-           1291
-          ],
-          [
-           "2_1",
-           59,
-           1292
-          ],
-          [
-           "2_1",
-           59,
-           1293
-          ],
-          [
-           "2_1",
-           59,
-           1294
-          ],
-          [
-           "2_1",
-           59,
-           1295
-          ],
-          [
-           "2_1",
-           60,
-           1296
-          ],
-          [
-           "2_1",
-           60,
-           1297
-          ],
-          [
-           "2_1",
-           60,
-           1298
-          ],
-          [
-           "2_1",
-           60,
-           1299
-          ],
-          [
-           "2_1",
-           60,
-           1300
-          ],
-          [
-           "2_1",
-           61,
-           1301
-          ],
-          [
-           "2_1",
-           61,
-           1302
-          ],
-          [
-           "2_1",
-           61,
-           1303
-          ],
-          [
-           "2_1",
-           61,
-           1304
-          ],
-          [
-           "2_1",
-           61,
-           1305
-          ],
-          [
-           "2_1",
-           62,
-           1306
-          ],
-          [
-           "2_1",
-           62,
-           1307
-          ],
-          [
-           "2_1",
-           62,
-           1308
-          ],
-          [
-           "2_1",
-           62,
-           1309
-          ],
-          [
-           "2_1",
-           62,
-           1310
-          ],
-          [
-           "2_1",
-           63,
-           1311
-          ],
-          [
-           "2_1",
-           63,
-           1313
-          ],
-          [
-           "2_1",
-           63,
-           1315
-          ],
-          [
-           "2_1",
-           64,
-           1316
-          ],
-          [
-           "2_1",
-           64,
-           1317
-          ],
-          [
-           "2_1",
-           64,
-           1318
-          ],
-          [
-           "2_1",
-           64,
-           1320
-          ],
-          [
-           "2_1",
-           65,
-           1322
-          ],
-          [
-           "2_1",
-           65,
-           1323
-          ],
-          [
-           "2_1",
-           65,
-           1324
-          ],
-          [
-           "2_1",
-           65,
-           1325
-          ],
-          [
-           "2_1",
-           66,
-           1328
-          ],
-          [
-           "2_1",
-           66,
-           1329
-          ],
-          [
-           "2_1",
-           67,
-           1331
-          ],
-          [
-           "2_1",
-           67,
-           1332
-          ],
-          [
-           "2_1",
-           67,
-           1333
-          ],
-          [
-           "2_1",
-           67,
-           1335
-          ],
-          [
-           "2_1",
-           68,
-           1336
-          ],
-          [
-           "2_1",
-           68,
-           1337
-          ],
-          [
-           "2_1",
-           68,
-           1339
-          ],
-          [
-           "2_1",
-           69,
-           1341
-          ],
-          [
-           "2_1",
-           69,
-           1342
-          ],
-          [
-           "2_1",
-           69,
-           1345
-          ],
-          [
-           "2_1",
-           70,
-           1346
-          ],
-          [
-           "2_1",
-           70,
-           1349
-          ],
-          [
-           "2_1",
-           70,
-           1350
-          ],
-          [
-           "2_1",
-           71,
-           1351
-          ],
-          [
-           "2_1",
-           71,
-           1353
-          ],
-          [
-           "2_1",
-           72,
-           1356
-          ],
-          [
-           "2_1",
-           72,
-           1357
-          ],
-          [
-           "2_1",
-           72,
-           1360
-          ],
-          [
-           "2_1",
-           73,
-           1361
-          ],
-          [
-           "2_1",
-           73,
-           1362
-          ],
-          [
-           "2_1",
-           73,
-           1363
-          ],
-          [
-           "2_1",
-           73,
-           1364
-          ],
-          [
-           "2_1",
-           73,
-           1365
-          ],
-          [
-           "2_1",
-           74,
-           1366
-          ],
-          [
-           "2_1",
-           74,
-           1367
-          ],
-          [
-           "2_1",
-           74,
-           1368
-          ],
-          [
-           "2_1",
-           74,
-           1370
-          ],
-          [
-           "2_1",
-           75,
-           1371
-          ],
-          [
-           "2_1",
-           75,
-           1372
-          ],
-          [
-           "2_1",
-           75,
-           1373
-          ],
-          [
-           "2_1",
-           75,
-           1374
-          ],
-          [
-           "2_1",
-           75,
-           1375
-          ],
-          [
-           "2_1",
-           76,
-           1377
-          ],
-          [
-           "2_1",
-           76,
-           1378
-          ],
-          [
-           "2_1",
-           76,
-           1379
-          ],
-          [
-           "2_1",
-           76,
-           1380
-          ],
-          [
-           "2_1",
-           77,
-           1381
-          ],
-          [
-           "2_1",
-           77,
-           1382
-          ],
-          [
-           "2_1",
-           77,
-           1384
-          ],
-          [
-           "2_1",
-           78,
-           1386
-          ],
-          [
-           "2_1",
-           78,
-           1387
-          ],
-          [
-           "2_1",
-           78,
-           1389
-          ],
-          [
-           "2_1",
-           78,
-           1390
-          ],
-          [
-           "2_1",
-           79,
-           1391
-          ],
-          [
-           "2_1",
-           79,
-           1392
-          ],
-          [
-           "2_1",
-           79,
-           1394
-          ],
-          [
-           "2_1",
-           79,
-           1395
-          ],
-          [
-           "2_1",
-           80,
-           1396
-          ],
-          [
-           "2_1",
-           80,
-           1397
-          ],
-          [
-           "2_1",
-           80,
-           1400
-          ],
-          [
-           "2_1",
-           81,
-           1401
-          ],
-          [
-           "2_1",
-           81,
-           1402
-          ],
-          [
-           "2_1",
-           81,
-           1403
-          ],
-          [
-           "2_1",
-           81,
-           1404
-          ],
-          [
-           "2_1",
-           82,
-           1406
-          ],
-          [
-           "2_1",
-           82,
-           1408
-          ],
-          [
-           "2_1",
-           82,
-           1409
-          ],
-          [
-           "2_1",
-           83,
-           1411
-          ],
-          [
-           "2_1",
-           83,
-           1412
-          ],
-          [
-           "2_1",
-           83,
-           1413
-          ],
-          [
-           "2_1",
-           83,
-           1414
-          ],
-          [
-           "2_1",
-           83,
-           1415
-          ],
-          [
-           "2_1",
-           84,
-           1417
-          ],
-          [
-           "2_1",
-           84,
-           1418
-          ],
-          [
-           "2_1",
-           84,
-           1419
-          ],
-          [
-           "2_1",
-           84,
-           1420
-          ],
-          [
-           "2_1",
-           85,
-           1421
-          ],
-          [
-           "2_1",
-           85,
-           1423
-          ],
-          [
-           "2_1",
-           85,
-           1424
-          ],
-          [
-           "2_1",
-           85,
-           1425
-          ],
-          [
-           "2_1",
-           86,
-           1426
-          ],
-          [
-           "2_1",
-           86,
-           1427
-          ],
-          [
-           "2_1",
-           86,
-           1429
-          ],
-          [
-           "2_1",
-           86,
-           1430
-          ],
-          [
-           "2_1",
-           87,
-           1433
-          ],
-          [
-           "2_1",
-           87,
-           1434
-          ],
-          [
-           "2_1",
-           88,
-           1438
-          ],
-          [
-           "2_1",
-           88,
-           1439
-          ],
-          [
-           "2_1",
-           88,
-           1440
-          ],
-          [
-           "2_1",
-           89,
-           1441
-          ],
-          [
-           "2_1",
-           89,
-           1442
-          ],
-          [
-           "2_1",
-           89,
-           1443
-          ],
-          [
-           "2_1",
-           89,
-           1444
-          ],
-          [
-           "2_1",
-           89,
-           1445
-          ],
-          [
-           "2_1",
-           90,
-           1446
-          ],
-          [
-           "2_1",
-           90,
-           1447
-          ],
-          [
-           "2_1",
-           90,
-           1448
-          ],
-          [
-           "2_1",
-           90,
-           1449
-          ],
-          [
-           "2_1",
-           90,
-           1450
-          ],
-          [
-           "2_1",
-           91,
-           1452
-          ],
-          [
-           "2_1",
-           91,
-           1453
-          ],
-          [
-           "2_1",
-           91,
-           1454
-          ],
-          [
-           "2_1",
-           91,
-           1455
-          ],
-          [
-           "2_1",
-           92,
-           1456
-          ],
-          [
-           "2_1",
-           92,
-           1457
-          ],
-          [
-           "2_1",
-           92,
-           1459
-          ],
-          [
-           "2_1",
-           93,
-           1461
-          ],
-          [
-           "2_1",
-           93,
-           1462
-          ],
-          [
-           "2_1",
-           93,
-           1463
-          ],
-          [
-           "2_1",
-           93,
-           1464
-          ],
-          [
-           "2_1",
-           93,
-           1465
-          ],
-          [
-           "2_1",
-           94,
-           1466
-          ],
-          [
-           "2_1",
-           94,
-           1468
-          ],
-          [
-           "2_1",
-           94,
-           1469
-          ],
-          [
-           "2_1",
-           94,
-           1470
-          ],
-          [
-           "2_1",
-           95,
-           1471
-          ],
-          [
-           "2_1",
-           95,
-           1473
-          ],
-          [
-           "2_1",
-           95,
-           1474
-          ],
-          [
-           "2_1",
-           95,
-           1475
-          ],
-          [
-           "2_1",
-           96,
-           1476
-          ],
-          [
-           "2_1",
-           96,
-           1477
-          ],
-          [
-           "2_1",
-           96,
-           1478
-          ],
-          [
-           "2_1",
-           96,
-           1480
-          ],
-          [
-           "2_1",
-           97,
-           1481
-          ],
-          [
-           "2_1",
-           97,
-           1482
-          ],
-          [
-           "2_1",
-           97,
-           1483
-          ],
-          [
-           "2_1",
-           97,
-           1484
-          ],
-          [
-           "2_1",
-           97,
-           1485
-          ],
-          [
-           "2_1",
-           98,
-           1486
-          ],
-          [
-           "2_1",
-           98,
-           1488
-          ],
-          [
-           "2_1",
-           99,
-           1491
-          ],
-          [
-           "2_1",
-           99,
-           1492
-          ],
-          [
-           "2_1",
-           99,
-           1493
-          ],
-          [
-           "2_1",
-           99,
-           1494
-          ],
-          [
-           "2_1",
-           100,
-           1496
-          ],
-          [
-           "2_1",
-           100,
-           1497
-          ],
-          [
-           "2_1",
-           100,
-           1498
-          ],
-          [
-           "2_1",
-           100,
-           1499
-          ],
-          [
-           "2_1",
-           100,
-           1500
-          ],
-          [
-           "2_2",
-           1,
-           1502
-          ],
-          [
-           "2_2",
-           1,
-           1503
-          ],
-          [
-           "2_2",
-           1,
-           1504
-          ],
-          [
-           "2_2",
-           1,
-           1505
-          ],
-          [
-           "2_2",
-           2,
-           1506
-          ],
-          [
-           "2_2",
-           2,
-           1507
-          ],
-          [
-           "2_2",
-           2,
-           1509
-          ],
-          [
-           "2_2",
-           3,
-           1511
-          ],
-          [
-           "2_2",
-           3,
-           1514
-          ],
-          [
-           "2_2",
-           4,
-           1516
-          ],
-          [
-           "2_2",
-           4,
-           1517
-          ],
-          [
-           "2_2",
-           4,
-           1518
-          ],
-          [
-           "2_2",
-           4,
-           1519
-          ],
-          [
-           "2_2",
-           4,
-           1520
-          ],
-          [
-           "2_2",
-           5,
-           1521
-          ],
-          [
-           "2_2",
-           5,
-           1523
-          ],
-          [
-           "2_2",
-           5,
-           1524
-          ],
-          [
-           "2_2",
-           5,
-           1525
-          ],
-          [
-           "2_2",
-           6,
-           1527
-          ],
-          [
-           "2_2",
-           6,
-           1528
-          ],
-          [
-           "2_2",
-           6,
-           1530
-          ],
-          [
-           "2_2",
-           7,
-           1531
-          ],
-          [
-           "2_2",
-           7,
-           1532
-          ],
-          [
-           "2_2",
-           7,
-           1534
-          ],
-          [
-           "2_2",
-           8,
-           1536
-          ],
-          [
-           "2_2",
-           8,
-           1537
-          ],
-          [
-           "2_2",
-           8,
-           1538
-          ],
-          [
-           "2_2",
-           8,
-           1539
-          ],
-          [
-           "2_2",
-           9,
-           1541
-          ],
-          [
-           "2_2",
-           9,
-           1542
-          ],
-          [
-           "2_2",
-           9,
-           1543
-          ],
-          [
-           "2_2",
-           9,
-           1545
-          ],
-          [
-           "2_2",
-           10,
-           1546
-          ],
-          [
-           "2_2",
-           10,
-           1548
-          ],
-          [
-           "2_2",
-           11,
-           1551
-          ],
-          [
-           "2_2",
-           11,
-           1552
-          ],
-          [
-           "2_2",
-           11,
-           1553
-          ],
-          [
-           "2_2",
-           11,
-           1554
-          ],
-          [
-           "2_2",
-           11,
-           1555
-          ],
-          [
-           "2_2",
-           12,
-           1556
-          ],
-          [
-           "2_2",
-           12,
-           1557
-          ],
-          [
-           "2_2",
-           12,
-           1560
-          ],
-          [
-           "2_2",
-           13,
-           1561
-          ],
-          [
-           "2_2",
-           13,
-           1562
-          ],
-          [
-           "2_2",
-           13,
-           1563
-          ],
-          [
-           "2_2",
-           13,
-           1564
-          ],
-          [
-           "2_2",
-           13,
-           1565
-          ],
-          [
-           "2_2",
-           14,
-           1566
-          ],
-          [
-           "2_2",
-           14,
-           1567
-          ],
-          [
-           "2_2",
-           14,
-           1568
-          ],
-          [
-           "2_2",
-           14,
-           1569
-          ],
-          [
-           "2_2",
-           15,
-           1571
-          ],
-          [
-           "2_2",
-           15,
-           1572
-          ],
-          [
-           "2_2",
-           15,
-           1573
-          ],
-          [
-           "2_2",
-           15,
-           1574
-          ],
-          [
-           "2_2",
-           15,
-           1575
-          ],
-          [
-           "2_2",
-           16,
-           1576
-          ],
-          [
-           "2_2",
-           16,
-           1577
-          ],
-          [
-           "2_2",
-           17,
-           1581
-          ],
-          [
-           "2_2",
-           17,
-           1582
-          ],
-          [
-           "2_2",
-           17,
-           1583
-          ],
-          [
-           "2_2",
-           17,
-           1584
-          ],
-          [
-           "2_2",
-           18,
-           1587
-          ],
-          [
-           "2_2",
-           18,
-           1589
-          ],
-          [
-           "2_2",
-           18,
-           1590
-          ],
-          [
-           "2_2",
-           19,
-           1591
-          ],
-          [
-           "2_2",
-           19,
-           1592
-          ],
-          [
-           "2_2",
-           19,
-           1593
-          ],
-          [
-           "2_2",
-           19,
-           1595
-          ],
-          [
-           "2_2",
-           20,
-           1596
-          ],
-          [
-           "2_2",
-           20,
-           1597
-          ],
-          [
-           "2_2",
-           20,
-           1599
-          ],
-          [
-           "2_2",
-           20,
-           1600
-          ],
-          [
-           "2_2",
-           21,
-           1601
-          ],
-          [
-           "2_2",
-           21,
-           1602
-          ],
-          [
-           "2_2",
-           21,
-           1603
-          ],
-          [
-           "2_2",
-           21,
-           1604
-          ],
-          [
-           "2_2",
-           21,
-           1605
-          ],
-          [
-           "2_2",
-           22,
-           1607
-          ],
-          [
-           "2_2",
-           22,
-           1609
-          ],
-          [
-           "2_2",
-           22,
-           1610
-          ],
-          [
-           "2_2",
-           23,
-           1611
-          ],
-          [
-           "2_2",
-           23,
-           1612
-          ],
-          [
-           "2_2",
-           23,
-           1615
-          ],
-          [
-           "2_2",
-           24,
-           1620
-          ],
-          [
-           "2_2",
-           25,
-           1621
-          ],
-          [
-           "2_2",
-           25,
-           1622
-          ],
-          [
-           "2_2",
-           25,
-           1623
-          ],
-          [
-           "2_2",
-           25,
-           1624
-          ],
-          [
-           "2_2",
-           25,
-           1625
-          ],
-          [
-           "2_2",
-           26,
-           1626
-          ],
-          [
-           "2_2",
-           26,
-           1627
-          ],
-          [
-           "2_2",
-           26,
-           1628
-          ],
-          [
-           "2_2",
-           26,
-           1629
-          ],
-          [
-           "2_2",
-           27,
-           1631
-          ],
-          [
-           "2_2",
-           27,
-           1632
-          ],
-          [
-           "2_2",
-           27,
-           1634
-          ],
-          [
-           "2_2",
-           28,
-           1636
-          ],
-          [
-           "2_2",
-           28,
-           1637
-          ],
-          [
-           "2_2",
-           28,
-           1638
-          ],
-          [
-           "2_2",
-           28,
-           1639
-          ],
-          [
-           "2_2",
-           29,
-           1641
-          ],
-          [
-           "2_2",
-           29,
-           1642
-          ],
-          [
-           "2_2",
-           29,
-           1643
-          ],
-          [
-           "2_2",
-           29,
-           1644
-          ],
-          [
-           "2_2",
-           30,
-           1646
-          ],
-          [
-           "2_2",
-           30,
-           1647
-          ],
-          [
-           "2_2",
-           30,
-           1648
-          ],
-          [
-           "2_2",
-           30,
-           1649
-          ],
-          [
-           "2_2",
-           31,
-           1652
-          ],
-          [
-           "2_2",
-           31,
-           1654
-          ],
-          [
-           "2_2",
-           31,
-           1655
-          ],
-          [
-           "2_2",
-           32,
-           1656
-          ],
-          [
-           "2_2",
-           32,
-           1657
-          ],
-          [
-           "2_2",
-           32,
-           1658
-          ],
-          [
-           "2_2",
-           32,
-           1659
-          ],
-          [
-           "2_2",
-           32,
-           1660
-          ],
-          [
-           "2_2",
-           33,
-           1662
-          ],
-          [
-           "2_2",
-           33,
-           1663
-          ],
-          [
-           "2_2",
-           33,
-           1664
-          ],
-          [
-           "2_2",
-           33,
-           1665
-          ],
-          [
-           "2_2",
-           34,
-           1666
-          ],
-          [
-           "2_2",
-           34,
-           1668
-          ],
-          [
-           "2_2",
-           34,
-           1669
-          ],
-          [
-           "2_2",
-           34,
-           1670
-          ],
-          [
-           "2_2",
-           35,
-           1671
-          ],
-          [
-           "2_2",
-           35,
-           1672
-          ],
-          [
-           "2_2",
-           35,
-           1673
-          ],
-          [
-           "2_2",
-           35,
-           1675
-          ],
-          [
-           "2_2",
-           36,
-           1676
-          ],
-          [
-           "2_2",
-           36,
-           1677
-          ],
-          [
-           "2_2",
-           36,
-           1680
-          ],
-          [
-           "2_2",
-           37,
-           1681
-          ],
-          [
-           "2_2",
-           37,
-           1682
-          ],
-          [
-           "2_2",
-           37,
-           1683
-          ],
-          [
-           "2_2",
-           37,
-           1685
-          ],
-          [
-           "2_2",
-           38,
-           1686
-          ],
-          [
-           "2_2",
-           38,
-           1687
-          ],
-          [
-           "2_2",
-           38,
-           1688
-          ],
-          [
-           "2_2",
-           38,
-           1689
-          ],
-          [
-           "2_2",
-           38,
-           1690
-          ],
-          [
-           "2_2",
-           39,
-           1691
-          ],
-          [
-           "2_2",
-           39,
-           1692
-          ],
-          [
-           "2_2",
-           39,
-           1693
-          ],
-          [
-           "2_2",
-           39,
-           1694
-          ],
-          [
-           "2_2",
-           39,
-           1695
-          ],
-          [
-           "2_2",
-           40,
-           1696
-          ],
-          [
-           "2_2",
-           40,
-           1697
-          ],
-          [
-           "2_2",
-           40,
-           1698
-          ],
-          [
-           "2_2",
-           41,
-           1701
-          ],
-          [
-           "2_2",
-           41,
-           1703
-          ],
-          [
-           "2_2",
-           41,
-           1705
-          ],
-          [
-           "2_2",
-           42,
-           1706
-          ],
-          [
-           "2_2",
-           42,
-           1707
-          ],
-          [
-           "2_2",
-           42,
-           1708
-          ],
-          [
-           "2_2",
-           42,
-           1710
-          ],
-          [
-           "2_2",
-           43,
-           1713
-          ],
-          [
-           "2_2",
-           43,
-           1714
-          ],
-          [
-           "2_2",
-           43,
-           1715
-          ],
-          [
-           "2_2",
-           44,
-           1716
-          ],
-          [
-           "2_2",
-           44,
-           1717
-          ],
-          [
-           "2_2",
-           44,
-           1718
-          ],
-          [
-           "2_2",
-           44,
-           1719
-          ],
-          [
-           "2_2",
-           44,
-           1720
-          ],
-          [
-           "2_2",
-           45,
-           1721
-          ],
-          [
-           "2_2",
-           45,
-           1722
-          ],
-          [
-           "2_2",
-           45,
-           1723
-          ],
-          [
-           "2_2",
-           45,
-           1724
-          ],
-          [
-           "2_2",
-           45,
-           1725
-          ],
-          [
-           "2_2",
-           46,
-           1727
-          ],
-          [
-           "2_2",
-           46,
-           1728
-          ],
-          [
-           "2_2",
-           46,
-           1729
-          ],
-          [
-           "2_2",
-           46,
-           1730
-          ],
-          [
-           "2_2",
-           47,
-           1731
-          ],
-          [
-           "2_2",
-           47,
-           1732
-          ],
-          [
-           "2_2",
-           47,
-           1733
-          ],
-          [
-           "2_2",
-           47,
-           1734
-          ],
-          [
-           "2_2",
-           47,
-           1735
-          ],
-          [
-           "2_2",
-           48,
-           1736
-          ],
-          [
-           "2_2",
-           48,
-           1737
-          ],
-          [
-           "2_2",
-           48,
-           1738
-          ],
-          [
-           "2_2",
-           48,
-           1739
-          ],
-          [
-           "2_2",
-           48,
-           1740
-          ],
-          [
-           "2_2",
-           49,
-           1741
-          ],
-          [
-           "2_2",
-           49,
-           1743
-          ],
-          [
-           "2_2",
-           49,
-           1744
-          ],
-          [
-           "2_2",
-           50,
-           1746
-          ],
-          [
-           "2_2",
-           50,
-           1747
-          ],
-          [
-           "2_2",
-           50,
-           1748
-          ],
-          [
-           "2_2",
-           50,
-           1750
-          ],
-          [
-           "2_2",
-           51,
-           1751
-          ],
-          [
-           "2_2",
-           51,
-           1752
-          ],
-          [
-           "2_2",
-           52,
-           1756
-          ],
-          [
-           "2_2",
-           52,
-           1757
-          ],
-          [
-           "2_2",
-           52,
-           1758
-          ],
-          [
-           "2_2",
-           52,
-           1759
-          ],
-          [
-           "2_2",
-           53,
-           1761
-          ],
-          [
-           "2_2",
-           53,
-           1763
-          ],
-          [
-           "2_2",
-           53,
-           1764
-          ],
-          [
-           "2_2",
-           53,
-           1765
-          ],
-          [
-           "2_2",
-           54,
-           1766
-          ],
-          [
-           "2_2",
-           54,
-           1767
-          ],
-          [
-           "2_2",
-           54,
-           1768
-          ],
-          [
-           "2_2",
-           54,
-           1770
-          ],
-          [
-           "2_2",
-           55,
-           1772
-          ],
-          [
-           "2_2",
-           55,
-           1774
-          ],
-          [
-           "2_2",
-           55,
-           1775
-          ],
-          [
-           "2_2",
-           56,
-           1776
-          ],
-          [
-           "2_2",
-           56,
-           1777
-          ],
-          [
-           "2_2",
-           56,
-           1778
-          ],
-          [
-           "2_2",
-           56,
-           1780
-          ],
-          [
-           "2_2",
-           57,
-           1781
-          ],
-          [
-           "2_2",
-           57,
-           1783
-          ],
-          [
-           "2_2",
-           57,
-           1784
-          ],
-          [
-           "2_2",
-           57,
-           1785
-          ],
-          [
-           "2_2",
-           58,
-           1787
-          ],
-          [
-           "2_2",
-           58,
-           1788
-          ],
-          [
-           "2_2",
-           58,
-           1789
-          ],
-          [
-           "2_2",
-           58,
-           1790
-          ],
-          [
-           "2_2",
-           59,
-           1791
-          ],
-          [
-           "2_2",
-           59,
-           1792
-          ],
-          [
-           "2_2",
-           59,
-           1793
-          ],
-          [
-           "2_2",
-           59,
-           1794
-          ],
-          [
-           "2_2",
-           59,
-           1795
-          ],
-          [
-           "2_2",
-           60,
-           1796
-          ],
-          [
-           "2_2",
-           60,
-           1797
-          ],
-          [
-           "2_2",
-           60,
-           1798
-          ],
-          [
-           "2_2",
-           60,
-           1799
-          ],
-          [
-           "2_2",
-           60,
-           1800
-          ],
-          [
-           "2_2",
-           61,
-           1802
-          ],
-          [
-           "2_2",
-           61,
-           1803
-          ],
-          [
-           "2_2",
-           61,
-           1804
-          ],
-          [
-           "2_2",
-           61,
-           1805
-          ],
-          [
-           "2_2",
-           62,
-           1807
-          ],
-          [
-           "2_2",
-           62,
-           1808
-          ],
-          [
-           "2_2",
-           62,
-           1809
-          ],
-          [
-           "2_2",
-           62,
-           1810
-          ],
-          [
-           "2_2",
-           63,
-           1811
-          ],
-          [
-           "2_2",
-           63,
-           1812
-          ],
-          [
-           "2_2",
-           63,
-           1814
-          ],
-          [
-           "2_2",
-           63,
-           1815
-          ],
-          [
-           "2_2",
-           64,
-           1816
-          ],
-          [
-           "2_2",
-           64,
-           1818
-          ],
-          [
-           "2_2",
-           64,
-           1819
-          ],
-          [
-           "2_2",
-           65,
-           1821
-          ],
-          [
-           "2_2",
-           65,
-           1822
-          ],
-          [
-           "2_2",
-           65,
-           1823
-          ],
-          [
-           "2_2",
-           65,
-           1825
-          ],
-          [
-           "2_2",
-           66,
-           1826
-          ],
-          [
-           "2_2",
-           66,
-           1827
-          ],
-          [
-           "2_2",
-           66,
-           1828
-          ],
-          [
-           "2_2",
-           66,
-           1829
-          ],
-          [
-           "2_2",
-           66,
-           1830
-          ],
-          [
-           "2_2",
-           67,
-           1831
-          ],
-          [
-           "2_2",
-           67,
-           1832
-          ],
-          [
-           "2_2",
-           67,
-           1833
-          ],
-          [
-           "2_2",
-           67,
-           1835
-          ],
-          [
-           "2_2",
-           68,
-           1837
-          ],
-          [
-           "2_2",
-           68,
-           1838
-          ],
-          [
-           "2_2",
-           68,
-           1839
-          ],
-          [
-           "2_2",
-           69,
-           1842
-          ],
-          [
-           "2_2",
-           69,
-           1843
-          ],
-          [
-           "2_2",
-           69,
-           1844
-          ],
-          [
-           "2_2",
-           70,
-           1846
-          ],
-          [
-           "2_2",
-           70,
-           1847
-          ],
-          [
-           "2_2",
-           70,
-           1848
-          ],
-          [
-           "2_2",
-           70,
-           1850
-          ],
-          [
-           "2_2",
-           71,
-           1851
-          ],
-          [
-           "2_2",
-           71,
-           1854
-          ],
-          [
-           "2_2",
-           71,
-           1855
-          ],
-          [
-           "2_2",
-           72,
-           1856
-          ],
-          [
-           "2_2",
-           72,
-           1859
-          ],
-          [
-           "2_2",
-           73,
-           1864
-          ],
-          [
-           "2_2",
-           73,
-           1865
-          ],
-          [
-           "2_2",
-           74,
-           1867
-          ],
-          [
-           "2_2",
-           75,
-           1871
-          ],
-          [
-           "2_2",
-           75,
-           1872
-          ],
-          [
-           "2_2",
-           75,
-           1873
-          ],
-          [
-           "2_2",
-           75,
-           1874
-          ],
-          [
-           "2_2",
-           75,
-           1875
-          ],
-          [
-           "2_2",
-           76,
-           1876
-          ],
-          [
-           "2_2",
-           76,
-           1877
-          ],
-          [
-           "2_2",
-           76,
-           1878
-          ],
-          [
-           "2_2",
-           76,
-           1879
-          ],
-          [
-           "2_2",
-           76,
-           1880
-          ],
-          [
-           "2_2",
-           77,
-           1881
-          ],
-          [
-           "2_2",
-           77,
-           1884
-          ],
-          [
-           "2_2",
-           77,
-           1885
-          ],
-          [
-           "2_2",
-           78,
-           1889
-          ],
-          [
-           "2_2",
-           79,
-           1891
-          ],
-          [
-           "2_2",
-           79,
-           1892
-          ],
-          [
-           "2_2",
-           79,
-           1893
-          ],
-          [
-           "2_2",
-           79,
-           1894
-          ],
-          [
-           "2_2",
-           79,
-           1895
-          ],
-          [
-           "2_2",
-           80,
-           1896
-          ],
-          [
-           "2_2",
-           80,
-           1897
-          ],
-          [
-           "2_2",
-           80,
-           1898
-          ],
-          [
-           "2_2",
-           80,
-           1899
-          ],
-          [
-           "2_2",
-           80,
-           1900
-          ],
-          [
-           "2_2",
-           81,
-           1902
-          ],
-          [
-           "2_2",
-           81,
-           1903
-          ],
-          [
-           "2_2",
-           81,
-           1904
-          ],
-          [
-           "2_2",
-           81,
-           1905
-          ],
-          [
-           "2_2",
-           82,
-           1907
-          ],
-          [
-           "2_2",
-           82,
-           1909
-          ],
-          [
-           "2_2",
-           82,
-           1910
-          ],
-          [
-           "2_2",
-           83,
-           1911
-          ],
-          [
-           "2_2",
-           83,
-           1912
-          ],
-          [
-           "2_2",
-           83,
-           1913
-          ],
-          [
-           "2_2",
-           83,
-           1914
-          ],
-          [
-           "2_2",
-           84,
-           1916
-          ],
-          [
-           "2_2",
-           84,
-           1918
-          ],
-          [
-           "2_2",
-           84,
-           1919
-          ],
-          [
-           "2_2",
-           84,
-           1920
-          ],
-          [
-           "2_2",
-           85,
-           1921
-          ],
-          [
-           "2_2",
-           85,
-           1922
-          ],
-          [
-           "2_2",
-           85,
-           1923
-          ],
-          [
-           "2_2",
-           85,
-           1924
-          ],
-          [
-           "2_2",
-           85,
-           1925
-          ],
-          [
-           "2_2",
-           86,
-           1926
-          ],
-          [
-           "2_2",
-           86,
-           1928
-          ],
-          [
-           "2_2",
-           86,
-           1929
-          ],
-          [
-           "2_2",
-           86,
-           1930
-          ],
-          [
-           "2_2",
-           87,
-           1931
-          ],
-          [
-           "2_2",
-           87,
-           1932
-          ],
-          [
-           "2_2",
-           87,
-           1933
-          ],
-          [
-           "2_2",
-           87,
-           1935
-          ],
-          [
-           "2_2",
-           88,
-           1936
-          ],
-          [
-           "2_2",
-           88,
-           1937
-          ],
-          [
-           "2_2",
-           88,
-           1938
-          ],
-          [
-           "2_2",
-           88,
-           1939
-          ],
-          [
-           "2_2",
-           88,
-           1940
-          ],
-          [
-           "2_2",
-           89,
-           1942
-          ],
-          [
-           "2_2",
-           89,
-           1943
-          ],
-          [
-           "2_2",
-           89,
-           1944
-          ],
-          [
-           "2_2",
-           90,
-           1946
-          ],
-          [
-           "2_2",
-           90,
-           1947
-          ],
-          [
-           "2_2",
-           90,
-           1948
-          ],
-          [
-           "2_2",
-           90,
-           1949
-          ],
-          [
-           "2_2",
-           90,
-           1950
-          ],
-          [
-           "2_2",
-           91,
-           1951
-          ],
-          [
-           "2_2",
-           91,
-           1952
-          ],
-          [
-           "2_2",
-           91,
-           1954
-          ],
-          [
-           "2_2",
-           91,
-           1955
-          ],
-          [
-           "2_2",
-           92,
-           1956
-          ],
-          [
-           "2_2",
-           92,
-           1957
-          ],
-          [
-           "2_2",
-           92,
-           1959
-          ],
-          [
-           "2_2",
-           93,
-           1961
-          ],
-          [
-           "2_2",
-           93,
-           1962
-          ],
-          [
-           "2_2",
-           93,
-           1963
-          ],
-          [
-           "2_2",
-           93,
-           1964
-          ],
-          [
-           "2_2",
-           93,
-           1965
-          ],
-          [
-           "2_2",
-           94,
-           1966
-          ],
-          [
-           "2_2",
-           94,
-           1967
-          ],
-          [
-           "2_2",
-           94,
-           1968
-          ],
-          [
-           "2_2",
-           94,
-           1970
-          ],
-          [
-           "2_2",
-           95,
-           1971
-          ],
-          [
-           "2_2",
-           95,
-           1972
-          ],
-          [
-           "2_2",
-           95,
-           1975
-          ],
-          [
-           "2_2",
-           96,
-           1976
-          ],
-          [
-           "2_2",
-           96,
-           1977
-          ],
-          [
-           "2_2",
-           96,
-           1978
-          ],
-          [
-           "2_2",
-           96,
-           1979
-          ],
-          [
-           "2_2",
-           96,
-           1980
-          ],
-          [
-           "2_2",
-           97,
-           1981
-          ],
-          [
-           "2_2",
-           97,
-           1982
-          ],
-          [
-           "2_2",
-           97,
-           1984
-          ],
-          [
-           "2_2",
-           97,
-           1985
-          ],
-          [
-           "2_2",
-           98,
-           1986
-          ],
-          [
-           "2_2",
-           98,
-           1987
-          ],
-          [
-           "2_2",
-           98,
-           1988
-          ],
-          [
-           "2_2",
-           98,
-           1989
-          ],
-          [
-           "2_2",
-           99,
-           1991
-          ],
-          [
-           "2_2",
-           99,
-           1992
-          ],
-          [
-           "2_2",
-           99,
-           1993
-          ],
-          [
-           "2_2",
-           99,
-           1994
-          ],
-          [
-           "2_2",
-           99,
-           1995
-          ],
-          [
-           "2_2",
-           100,
-           1996
-          ],
-          [
-           "2_2",
-           100,
-           1998
-          ],
-          [
-           "2_2",
-           100,
-           1999
-          ],
-          [
-           "3_1",
-           1,
-           2002
-          ],
-          [
-           "3_1",
-           1,
-           2003
-          ],
-          [
-           "3_1",
-           1,
-           2004
-          ],
-          [
-           "3_1",
-           1,
-           2005
-          ],
-          [
-           "3_1",
-           2,
-           2007
-          ],
-          [
-           "3_1",
-           2,
-           2008
-          ],
-          [
-           "3_1",
-           2,
-           2009
-          ],
-          [
-           "3_1",
-           2,
-           2010
-          ],
-          [
-           "3_1",
-           3,
-           2011
-          ],
-          [
-           "3_1",
-           3,
-           2012
-          ],
-          [
-           "3_1",
-           3,
-           2013
-          ],
-          [
-           "3_1",
-           3,
-           2014
-          ],
-          [
-           "3_1",
-           3,
-           2015
-          ],
-          [
-           "3_1",
-           4,
-           2017
-          ],
-          [
-           "3_1",
-           4,
-           2018
-          ],
-          [
-           "3_1",
-           4,
-           2019
-          ],
-          [
-           "3_1",
-           4,
-           2020
-          ],
-          [
-           "3_1",
-           5,
-           2021
-          ],
-          [
-           "3_1",
-           5,
-           2022
-          ],
-          [
-           "3_1",
-           5,
-           2023
-          ],
-          [
-           "3_1",
-           5,
-           2024
-          ],
-          [
-           "3_1",
-           6,
-           2026
-          ],
-          [
-           "3_1",
-           6,
-           2027
-          ],
-          [
-           "3_1",
-           6,
-           2028
-          ],
-          [
-           "3_1",
-           6,
-           2029
-          ],
-          [
-           "3_1",
-           6,
-           2030
-          ],
-          [
-           "3_1",
-           7,
-           2032
-          ],
-          [
-           "3_1",
-           7,
-           2033
-          ],
-          [
-           "3_1",
-           7,
-           2035
-          ],
-          [
-           "3_1",
-           8,
-           2037
-          ],
-          [
-           "3_1",
-           8,
-           2038
-          ],
-          [
-           "3_1",
-           8,
-           2039
-          ],
-          [
-           "3_1",
-           9,
-           2041
-          ],
-          [
-           "3_1",
-           9,
-           2042
-          ],
-          [
-           "3_1",
-           9,
-           2043
-          ],
-          [
-           "3_1",
-           9,
-           2044
-          ],
-          [
-           "3_1",
-           9,
-           2045
-          ],
-          [
-           "3_1",
-           10,
-           2046
-          ],
-          [
-           "3_1",
-           10,
-           2047
-          ],
-          [
-           "3_1",
-           10,
-           2048
-          ],
-          [
-           "3_1",
-           10,
-           2049
-          ],
-          [
-           "3_1",
-           11,
-           2051
-          ],
-          [
-           "3_1",
-           11,
-           2053
-          ],
-          [
-           "3_1",
-           11,
-           2055
-          ],
-          [
-           "3_1",
-           12,
-           2057
-          ],
-          [
-           "3_1",
-           12,
-           2058
-          ],
-          [
-           "3_1",
-           12,
-           2059
-          ],
-          [
-           "3_1",
-           12,
-           2060
-          ],
-          [
-           "3_1",
-           13,
-           2061
-          ],
-          [
-           "3_1",
-           13,
-           2063
-          ],
-          [
-           "3_1",
-           14,
-           2066
-          ],
-          [
-           "3_1",
-           14,
-           2067
-          ],
-          [
-           "3_1",
-           14,
-           2068
-          ],
-          [
-           "3_1",
-           14,
-           2069
-          ],
-          [
-           "3_1",
-           15,
-           2071
-          ],
-          [
-           "3_1",
-           15,
-           2072
-          ],
-          [
-           "3_1",
-           15,
-           2074
-          ],
-          [
-           "3_1",
-           15,
-           2075
-          ],
-          [
-           "3_1",
-           16,
-           2076
-          ],
-          [
-           "3_1",
-           16,
-           2077
-          ],
-          [
-           "3_1",
-           16,
-           2078
-          ],
-          [
-           "3_1",
-           16,
-           2080
-          ],
-          [
-           "3_1",
-           17,
-           2081
-          ],
-          [
-           "3_1",
-           17,
-           2083
-          ],
-          [
-           "3_1",
-           18,
-           2087
-          ],
-          [
-           "3_1",
-           18,
-           2089
-          ],
-          [
-           "3_1",
-           19,
-           2092
-          ],
-          [
-           "3_1",
-           19,
-           2093
-          ],
-          [
-           "3_1",
-           20,
-           2097
-          ],
-          [
-           "3_1",
-           20,
-           2099
-          ],
-          [
-           "3_1",
-           20,
-           2100
-          ],
-          [
-           "3_1",
-           21,
-           2101
-          ],
-          [
-           "3_1",
-           21,
-           2102
-          ],
-          [
-           "3_1",
-           21,
-           2103
-          ],
-          [
-           "3_1",
-           21,
-           2104
-          ],
-          [
-           "3_1",
-           21,
-           2105
-          ],
-          [
-           "3_1",
-           22,
-           2106
-          ],
-          [
-           "3_1",
-           22,
-           2107
-          ],
-          [
-           "3_1",
-           22,
-           2109
-          ],
-          [
-           "3_1",
-           22,
-           2110
-          ],
-          [
-           "3_1",
-           23,
-           2111
-          ],
-          [
-           "3_1",
-           23,
-           2113
-          ],
-          [
-           "3_1",
-           23,
-           2114
-          ],
-          [
-           "3_1",
-           23,
-           2115
-          ],
-          [
-           "3_1",
-           24,
-           2116
-          ],
-          [
-           "3_1",
-           24,
-           2117
-          ],
-          [
-           "3_1",
-           24,
-           2120
-          ],
-          [
-           "3_1",
-           25,
-           2122
-          ],
-          [
-           "3_1",
-           25,
-           2123
-          ],
-          [
-           "3_1",
-           25,
-           2124
-          ],
-          [
-           "3_1",
-           25,
-           2125
-          ],
-          [
-           "3_1",
-           26,
-           2126
-          ],
-          [
-           "3_1",
-           26,
-           2127
-          ],
-          [
-           "3_1",
-           26,
-           2128
-          ],
-          [
-           "3_1",
-           26,
-           2129
-          ],
-          [
-           "3_1",
-           26,
-           2130
-          ],
-          [
-           "3_1",
-           27,
-           2131
-          ],
-          [
-           "3_1",
-           27,
-           2132
-          ],
-          [
-           "3_1",
-           27,
-           2133
-          ],
-          [
-           "3_1",
-           27,
-           2134
-          ],
-          [
-           "3_1",
-           27,
-           2135
-          ],
-          [
-           "3_1",
-           28,
-           2137
-          ],
-          [
-           "3_1",
-           28,
-           2138
-          ],
-          [
-           "3_1",
-           28,
-           2139
-          ],
-          [
-           "3_1",
-           28,
-           2140
-          ],
-          [
-           "3_1",
-           29,
-           2144
-          ],
-          [
-           "3_1",
-           29,
-           2145
-          ],
-          [
-           "3_1",
-           30,
-           2146
-          ],
-          [
-           "3_1",
-           30,
-           2147
-          ],
-          [
-           "3_1",
-           30,
-           2149
-          ],
-          [
-           "3_1",
-           31,
-           2151
-          ],
-          [
-           "3_1",
-           31,
-           2152
-          ],
-          [
-           "3_1",
-           31,
-           2153
-          ],
-          [
-           "3_1",
-           31,
-           2154
-          ],
-          [
-           "3_1",
-           31,
-           2155
-          ],
-          [
-           "3_1",
-           32,
-           2156
-          ],
-          [
-           "3_1",
-           32,
-           2157
-          ],
-          [
-           "3_1",
-           32,
-           2158
-          ],
-          [
-           "3_1",
-           32,
-           2159
-          ],
-          [
-           "3_1",
-           32,
-           2160
-          ],
-          [
-           "3_1",
-           33,
-           2161
-          ],
-          [
-           "3_1",
-           33,
-           2162
-          ],
-          [
-           "3_1",
-           33,
-           2163
-          ],
-          [
-           "3_1",
-           33,
-           2164
-          ],
-          [
-           "3_1",
-           33,
-           2165
-          ],
-          [
-           "3_1",
-           34,
-           2166
-          ],
-          [
-           "3_1",
-           34,
-           2167
-          ],
-          [
-           "3_1",
-           34,
-           2168
-          ],
-          [
-           "3_1",
-           34,
-           2169
-          ],
-          [
-           "3_1",
-           34,
-           2170
-          ],
-          [
-           "3_1",
-           35,
-           2171
-          ],
-          [
-           "3_1",
-           35,
-           2172
-          ],
-          [
-           "3_1",
-           35,
-           2173
-          ],
-          [
-           "3_1",
-           35,
-           2174
-          ],
-          [
-           "3_1",
-           35,
-           2175
-          ],
-          [
-           "3_1",
-           36,
-           2176
-          ],
-          [
-           "3_1",
-           36,
-           2177
-          ],
-          [
-           "3_1",
-           36,
-           2179
-          ],
-          [
-           "3_1",
-           36,
-           2180
-          ],
-          [
-           "3_1",
-           37,
-           2182
-          ],
-          [
-           "3_1",
-           37,
-           2183
-          ],
-          [
-           "3_1",
-           37,
-           2184
-          ],
-          [
-           "3_1",
-           37,
-           2185
-          ],
-          [
-           "3_1",
-           38,
-           2186
-          ],
-          [
-           "3_1",
-           38,
-           2187
-          ],
-          [
-           "3_1",
-           38,
-           2188
-          ],
-          [
-           "3_1",
-           38,
-           2189
-          ],
-          [
-           "3_1",
-           39,
-           2192
-          ],
-          [
-           "3_1",
-           39,
-           2193
-          ],
-          [
-           "3_1",
-           39,
-           2194
-          ],
-          [
-           "3_1",
-           39,
-           2195
-          ],
-          [
-           "3_1",
-           40,
-           2196
-          ],
-          [
-           "3_1",
-           40,
-           2197
-          ],
-          [
-           "3_1",
-           40,
-           2198
-          ],
-          [
-           "3_1",
-           40,
-           2199
-          ],
-          [
-           "3_1",
-           40,
-           2200
-          ],
-          [
-           "3_1",
-           41,
-           2202
-          ],
-          [
-           "3_1",
-           41,
-           2203
-          ],
-          [
-           "3_1",
-           41,
-           2205
-          ],
-          [
-           "3_1",
-           42,
-           2206
-          ],
-          [
-           "3_1",
-           42,
-           2207
-          ],
-          [
-           "3_1",
-           42,
-           2208
-          ],
-          [
-           "3_1",
-           42,
-           2209
-          ],
-          [
-           "3_1",
-           42,
-           2210
-          ],
-          [
-           "3_1",
-           43,
-           2214
-          ],
-          [
-           "3_1",
-           43,
-           2215
-          ],
-          [
-           "3_1",
-           44,
-           2216
-          ],
-          [
-           "3_1",
-           44,
-           2218
-          ],
-          [
-           "3_1",
-           44,
-           2219
-          ],
-          [
-           "3_1",
-           44,
-           2220
-          ],
-          [
-           "3_1",
-           45,
-           2221
-          ],
-          [
-           "3_1",
-           45,
-           2222
-          ],
-          [
-           "3_1",
-           45,
-           2225
-          ],
-          [
-           "3_1",
-           46,
-           2226
-          ],
-          [
-           "3_1",
-           46,
-           2227
-          ],
-          [
-           "3_1",
-           46,
-           2228
-          ],
-          [
-           "3_1",
-           46,
-           2229
-          ],
-          [
-           "3_1",
-           46,
-           2230
-          ],
-          [
-           "3_1",
-           47,
-           2231
-          ],
-          [
-           "3_1",
-           47,
-           2232
-          ],
-          [
-           "3_1",
-           47,
-           2234
-          ],
-          [
-           "3_1",
-           48,
-           2236
-          ],
-          [
-           "3_1",
-           48,
-           2237
-          ],
-          [
-           "3_1",
-           48,
-           2238
-          ],
-          [
-           "3_1",
-           48,
-           2239
-          ],
-          [
-           "3_1",
-           48,
-           2240
-          ],
-          [
-           "3_1",
-           49,
-           2241
-          ],
-          [
-           "3_1",
-           49,
-           2242
-          ],
-          [
-           "3_1",
-           49,
-           2243
-          ],
-          [
-           "3_1",
-           49,
-           2244
-          ],
-          [
-           "3_1",
-           50,
-           2246
-          ],
-          [
-           "3_1",
-           50,
-           2247
-          ],
-          [
-           "3_1",
-           50,
-           2250
-          ],
-          [
-           "3_1",
-           51,
-           2251
-          ],
-          [
-           "3_1",
-           51,
-           2252
-          ],
-          [
-           "3_1",
-           51,
-           2253
-          ],
-          [
-           "3_1",
-           51,
-           2254
-          ],
-          [
-           "3_1",
-           52,
-           2257
-          ],
-          [
-           "3_1",
-           52,
-           2258
-          ],
-          [
-           "3_1",
-           52,
-           2259
-          ],
-          [
-           "3_1",
-           52,
-           2260
-          ],
-          [
-           "3_1",
-           53,
-           2261
-          ],
-          [
-           "3_1",
-           53,
-           2262
-          ],
-          [
-           "3_1",
-           53,
-           2263
-          ],
-          [
-           "3_1",
-           53,
-           2264
-          ],
-          [
-           "3_1",
-           53,
-           2265
-          ],
-          [
-           "3_1",
-           54,
-           2267
-          ],
-          [
-           "3_1",
-           55,
-           2271
-          ],
-          [
-           "3_1",
-           55,
-           2272
-          ],
-          [
-           "3_1",
-           55,
-           2273
-          ],
-          [
-           "3_1",
-           55,
-           2274
-          ],
-          [
-           "3_1",
-           55,
-           2275
-          ],
-          [
-           "3_1",
-           56,
-           2276
-          ],
-          [
-           "3_1",
-           56,
-           2277
-          ],
-          [
-           "3_1",
-           56,
-           2278
-          ],
-          [
-           "3_1",
-           56,
-           2279
-          ],
-          [
-           "3_1",
-           57,
-           2281
-          ],
-          [
-           "3_1",
-           57,
-           2282
-          ],
-          [
-           "3_1",
-           57,
-           2283
-          ],
-          [
-           "3_1",
-           57,
-           2285
-          ],
-          [
-           "3_1",
-           58,
-           2287
-          ],
-          [
-           "3_1",
-           58,
-           2288
-          ],
-          [
-           "3_1",
-           58,
-           2290
-          ],
-          [
-           "3_1",
-           59,
-           2291
-          ],
-          [
-           "3_1",
-           59,
-           2292
-          ],
-          [
-           "3_1",
-           59,
-           2294
-          ],
-          [
-           "3_1",
-           59,
-           2295
-          ],
-          [
-           "3_1",
-           60,
-           2296
-          ],
-          [
-           "3_1",
-           60,
-           2298
-          ],
-          [
-           "3_1",
-           60,
-           2300
-          ],
-          [
-           "3_1",
-           61,
-           2301
-          ],
-          [
-           "3_1",
-           61,
-           2303
-          ],
-          [
-           "3_1",
-           61,
-           2304
-          ],
-          [
-           "3_1",
-           61,
-           2305
-          ],
-          [
-           "3_1",
-           62,
-           2306
-          ],
-          [
-           "3_1",
-           62,
-           2308
-          ],
-          [
-           "3_1",
-           62,
-           2309
-          ],
-          [
-           "3_1",
-           63,
-           2311
-          ],
-          [
-           "3_1",
-           63,
-           2312
-          ],
-          [
-           "3_1",
-           63,
-           2313
-          ],
-          [
-           "3_1",
-           63,
-           2314
-          ],
-          [
-           "3_1",
-           63,
-           2315
-          ],
-          [
-           "3_1",
-           64,
-           2316
-          ],
-          [
-           "3_1",
-           64,
-           2317
-          ],
-          [
-           "3_1",
-           64,
-           2318
-          ],
-          [
-           "3_1",
-           64,
-           2319
-          ],
-          [
-           "3_1",
-           65,
-           2321
-          ],
-          [
-           "3_1",
-           65,
-           2322
-          ],
-          [
-           "3_1",
-           65,
-           2323
-          ],
-          [
-           "3_1",
-           65,
-           2324
-          ],
-          [
-           "3_1",
-           65,
-           2325
-          ],
-          [
-           "3_1",
-           66,
-           2328
-          ],
-          [
-           "3_1",
-           66,
-           2329
-          ],
-          [
-           "3_1",
-           67,
-           2334
-          ],
-          [
-           "3_1",
-           67,
-           2335
-          ],
-          [
-           "3_1",
-           68,
-           2337
-          ],
-          [
-           "3_1",
-           68,
-           2338
-          ],
-          [
-           "3_1",
-           68,
-           2339
-          ],
-          [
-           "3_1",
-           68,
-           2340
-          ],
-          [
-           "3_1",
-           69,
-           2342
-          ],
-          [
-           "3_1",
-           69,
-           2343
-          ],
-          [
-           "3_1",
-           69,
-           2344
-          ],
-          [
-           "3_1",
-           69,
-           2345
-          ],
-          [
-           "3_1",
-           70,
-           2346
-          ],
-          [
-           "3_1",
-           70,
-           2347
-          ],
-          [
-           "3_1",
-           70,
-           2348
-          ],
-          [
-           "3_1",
-           70,
-           2349
-          ],
-          [
-           "3_1",
-           70,
-           2350
-          ],
-          [
-           "3_1",
-           71,
-           2351
-          ],
-          [
-           "3_1",
-           71,
-           2352
-          ],
-          [
-           "3_1",
-           71,
-           2353
-          ],
-          [
-           "3_1",
-           71,
-           2355
-          ],
-          [
-           "3_1",
-           72,
-           2357
-          ],
-          [
-           "3_1",
-           72,
-           2358
-          ],
-          [
-           "3_1",
-           72,
-           2359
-          ],
-          [
-           "3_1",
-           73,
-           2362
-          ],
-          [
-           "3_1",
-           73,
-           2363
-          ],
-          [
-           "3_1",
-           73,
-           2364
-          ],
-          [
-           "3_1",
-           73,
-           2365
-          ],
-          [
-           "3_1",
-           74,
-           2366
-          ],
-          [
-           "3_1",
-           74,
-           2367
-          ],
-          [
-           "3_1",
-           74,
-           2368
-          ],
-          [
-           "3_1",
-           74,
-           2370
-          ],
-          [
-           "3_1",
-           75,
-           2371
-          ],
-          [
-           "3_1",
-           75,
-           2372
-          ],
-          [
-           "3_1",
-           75,
-           2373
-          ],
-          [
-           "3_1",
-           75,
-           2374
-          ],
-          [
-           "3_1",
-           76,
-           2376
-          ],
-          [
-           "3_1",
-           76,
-           2377
-          ],
-          [
-           "3_1",
-           76,
-           2378
-          ],
-          [
-           "3_1",
-           76,
-           2379
-          ],
-          [
-           "3_1",
-           76,
-           2380
-          ],
-          [
-           "3_1",
-           77,
-           2381
-          ],
-          [
-           "3_1",
-           77,
-           2384
-          ],
-          [
-           "3_1",
-           77,
-           2385
-          ],
-          [
-           "3_1",
-           78,
-           2386
-          ],
-          [
-           "3_1",
-           78,
-           2388
-          ],
-          [
-           "3_1",
-           78,
-           2389
-          ],
-          [
-           "3_1",
-           78,
-           2390
-          ],
-          [
-           "3_1",
-           79,
-           2391
-          ],
-          [
-           "3_1",
-           79,
-           2392
-          ],
-          [
-           "3_1",
-           79,
-           2394
-          ],
-          [
-           "3_1",
-           79,
-           2395
-          ],
-          [
-           "3_1",
-           80,
-           2396
-          ],
-          [
-           "3_1",
-           80,
-           2397
-          ],
-          [
-           "3_1",
-           80,
-           2398
-          ],
-          [
-           "3_1",
-           80,
-           2399
-          ],
-          [
-           "3_1",
-           80,
-           2400
-          ],
-          [
-           "3_1",
-           81,
-           2401
-          ],
-          [
-           "3_1",
-           81,
-           2403
-          ],
-          [
-           "3_1",
-           81,
-           2404
-          ],
-          [
-           "3_1",
-           81,
-           2405
-          ],
-          [
-           "3_1",
-           82,
-           2406
-          ],
-          [
-           "3_1",
-           82,
-           2407
-          ],
-          [
-           "3_1",
-           82,
-           2408
-          ],
-          [
-           "3_1",
-           82,
-           2409
-          ],
-          [
-           "3_1",
-           82,
-           2410
-          ],
-          [
-           "3_1",
-           83,
-           2411
-          ],
-          [
-           "3_1",
-           83,
-           2412
-          ],
-          [
-           "3_1",
-           83,
-           2414
-          ],
-          [
-           "3_1",
-           83,
-           2415
-          ],
-          [
-           "3_1",
-           84,
-           2416
-          ],
-          [
-           "3_1",
-           84,
-           2420
-          ],
-          [
-           "3_1",
-           85,
-           2422
-          ],
-          [
-           "3_1",
-           85,
-           2423
-          ],
-          [
-           "3_1",
-           85,
-           2424
-          ],
-          [
-           "3_1",
-           86,
-           2426
-          ],
-          [
-           "3_1",
-           86,
-           2427
-          ],
-          [
-           "3_1",
-           86,
-           2428
-          ],
-          [
-           "3_1",
-           86,
-           2429
-          ],
-          [
-           "3_1",
-           87,
-           2431
-          ],
-          [
-           "3_1",
-           87,
-           2432
-          ],
-          [
-           "3_1",
-           87,
-           2433
-          ],
-          [
-           "3_1",
-           88,
-           2437
-          ],
-          [
-           "3_1",
-           88,
-           2438
-          ],
-          [
-           "3_1",
-           88,
-           2439
-          ],
-          [
-           "3_1",
-           88,
-           2440
-          ],
-          [
-           "3_1",
-           89,
-           2441
-          ],
-          [
-           "3_1",
-           89,
-           2443
-          ],
-          [
-           "3_1",
-           89,
-           2444
-          ],
-          [
-           "3_1",
-           90,
-           2448
-          ],
-          [
-           "3_1",
-           91,
-           2452
-          ],
-          [
-           "3_1",
-           91,
-           2453
-          ],
-          [
-           "3_1",
-           92,
-           2456
-          ],
-          [
-           "3_1",
-           92,
-           2460
-          ],
-          [
-           "3_1",
-           93,
-           2463
-          ],
-          [
-           "3_1",
-           93,
-           2464
-          ],
-          [
-           "3_1",
-           93,
-           2465
-          ],
-          [
-           "3_1",
-           94,
-           2466
-          ],
-          [
-           "3_1",
-           94,
-           2467
-          ],
-          [
-           "3_1",
-           94,
-           2468
-          ],
-          [
-           "3_1",
-           94,
-           2469
-          ],
-          [
-           "3_1",
-           94,
-           2470
-          ],
-          [
-           "3_1",
-           95,
-           2471
-          ],
-          [
-           "3_1",
-           95,
-           2472
-          ],
-          [
-           "3_1",
-           95,
-           2473
-          ],
-          [
-           "3_1",
-           95,
-           2474
-          ],
-          [
-           "3_1",
-           95,
-           2475
-          ],
-          [
-           "3_1",
-           96,
-           2476
-          ],
-          [
-           "3_1",
-           96,
-           2477
-          ],
-          [
-           "3_1",
-           96,
-           2478
-          ],
-          [
-           "3_1",
-           96,
-           2479
-          ],
-          [
-           "3_1",
-           97,
-           2481
-          ],
-          [
-           "3_1",
-           97,
-           2482
-          ],
-          [
-           "3_1",
-           97,
-           2484
-          ],
-          [
-           "3_1",
-           97,
-           2485
-          ],
-          [
-           "3_1",
-           98,
-           2487
-          ],
-          [
-           "3_1",
-           99,
-           2491
-          ],
-          [
-           "3_1",
-           99,
-           2492
-          ],
-          [
-           "3_1",
-           99,
-           2493
-          ],
-          [
-           "3_1",
-           99,
-           2494
-          ],
-          [
-           "3_1",
-           99,
-           2495
-          ],
-          [
-           "3_1",
-           100,
-           2497
-          ],
-          [
-           "3_1",
-           100,
-           2498
-          ],
-          [
-           "3_1",
-           100,
-           2499
-          ],
-          [
-           "3_1",
-           100,
-           2500
-          ],
-          [
-           "3_2",
-           1,
-           2501
-          ],
-          [
-           "3_2",
-           1,
-           2502
-          ],
-          [
-           "3_2",
-           1,
-           2503
-          ],
-          [
-           "3_2",
-           1,
-           2505
-          ],
-          [
-           "3_2",
-           2,
-           2506
-          ],
-          [
-           "3_2",
-           2,
-           2507
-          ],
-          [
-           "3_2",
-           2,
-           2509
-          ],
-          [
-           "3_2",
-           3,
-           2512
-          ],
-          [
-           "3_2",
-           3,
-           2513
-          ],
-          [
-           "3_2",
-           3,
-           2514
-          ],
-          [
-           "3_2",
-           3,
-           2515
-          ],
-          [
-           "3_2",
-           4,
-           2516
-          ],
-          [
-           "3_2",
-           4,
-           2517
-          ],
-          [
-           "3_2",
-           4,
-           2519
-          ],
-          [
-           "3_2",
-           4,
-           2520
-          ],
-          [
-           "3_2",
-           5,
-           2521
-          ],
-          [
-           "3_2",
-           5,
-           2522
-          ],
-          [
-           "3_2",
-           5,
-           2523
-          ],
-          [
-           "3_2",
-           5,
-           2524
-          ],
-          [
-           "3_2",
-           6,
-           2526
-          ],
-          [
-           "3_2",
-           6,
-           2530
-          ],
-          [
-           "3_2",
-           7,
-           2532
-          ],
-          [
-           "3_2",
-           7,
-           2533
-          ],
-          [
-           "3_2",
-           7,
-           2534
-          ],
-          [
-           "3_2",
-           7,
-           2535
-          ],
-          [
-           "3_2",
-           8,
-           2537
-          ],
-          [
-           "3_2",
-           8,
-           2538
-          ],
-          [
-           "3_2",
-           8,
-           2539
-          ],
-          [
-           "3_2",
-           8,
-           2540
-          ],
-          [
-           "3_2",
-           9,
-           2541
-          ],
-          [
-           "3_2",
-           9,
-           2542
-          ],
-          [
-           "3_2",
-           9,
-           2544
-          ],
-          [
-           "3_2",
-           9,
-           2545
-          ],
-          [
-           "3_2",
-           10,
-           2546
-          ],
-          [
-           "3_2",
-           10,
-           2547
-          ],
-          [
-           "3_2",
-           10,
-           2548
-          ],
-          [
-           "3_2",
-           10,
-           2549
-          ],
-          [
-           "3_2",
-           10,
-           2550
-          ],
-          [
-           "3_2",
-           11,
-           2551
-          ],
-          [
-           "3_2",
-           11,
-           2552
-          ],
-          [
-           "3_2",
-           11,
-           2553
-          ],
-          [
-           "3_2",
-           11,
-           2555
-          ],
-          [
-           "3_2",
-           12,
-           2556
-          ],
-          [
-           "3_2",
-           12,
-           2557
-          ],
-          [
-           "3_2",
-           12,
-           2558
-          ],
-          [
-           "3_2",
-           12,
-           2559
-          ],
-          [
-           "3_2",
-           12,
-           2560
-          ],
-          [
-           "3_2",
-           13,
-           2561
-          ],
-          [
-           "3_2",
-           13,
-           2562
-          ],
-          [
-           "3_2",
-           13,
-           2563
-          ],
-          [
-           "3_2",
-           13,
-           2564
-          ],
-          [
-           "3_2",
-           14,
-           2566
-          ],
-          [
-           "3_2",
-           14,
-           2567
-          ],
-          [
-           "3_2",
-           14,
-           2568
-          ],
-          [
-           "3_2",
-           14,
-           2569
-          ],
-          [
-           "3_2",
-           14,
-           2570
-          ],
-          [
-           "3_2",
-           15,
-           2571
-          ],
-          [
-           "3_2",
-           15,
-           2572
-          ],
-          [
-           "3_2",
-           15,
-           2573
-          ],
-          [
-           "3_2",
-           15,
-           2575
-          ],
-          [
-           "3_2",
-           16,
-           2577
-          ],
-          [
-           "3_2",
-           16,
-           2578
-          ],
-          [
-           "3_2",
-           16,
-           2579
-          ],
-          [
-           "3_2",
-           16,
-           2580
-          ],
-          [
-           "3_2",
-           17,
-           2581
-          ],
-          [
-           "3_2",
-           17,
-           2582
-          ],
-          [
-           "3_2",
-           17,
-           2583
-          ],
-          [
-           "3_2",
-           17,
-           2584
-          ],
-          [
-           "3_2",
-           17,
-           2585
-          ],
-          [
-           "3_2",
-           18,
-           2586
-          ],
-          [
-           "3_2",
-           18,
-           2587
-          ],
-          [
-           "3_2",
-           18,
-           2589
-          ],
-          [
-           "3_2",
-           18,
-           2590
-          ],
-          [
-           "3_2",
-           19,
-           2592
-          ],
-          [
-           "3_2",
-           19,
-           2593
-          ],
-          [
-           "3_2",
-           19,
-           2594
-          ],
-          [
-           "3_2",
-           19,
-           2595
-          ],
-          [
-           "3_2",
-           20,
-           2596
-          ],
-          [
-           "3_2",
-           20,
-           2597
-          ],
-          [
-           "3_2",
-           20,
-           2598
-          ],
-          [
-           "3_2",
-           20,
-           2600
-          ],
-          [
-           "3_2",
-           21,
-           2601
-          ],
-          [
-           "3_2",
-           21,
-           2603
-          ],
-          [
-           "3_2",
-           21,
-           2604
-          ],
-          [
-           "3_2",
-           21,
-           2605
-          ],
-          [
-           "3_2",
-           22,
-           2606
-          ],
-          [
-           "3_2",
-           22,
-           2607
-          ],
-          [
-           "3_2",
-           22,
-           2608
-          ],
-          [
-           "3_2",
-           22,
-           2609
-          ],
-          [
-           "3_2",
-           22,
-           2610
-          ],
-          [
-           "3_2",
-           23,
-           2611
-          ],
-          [
-           "3_2",
-           23,
-           2612
-          ],
-          [
-           "3_2",
-           23,
-           2613
-          ],
-          [
-           "3_2",
-           23,
-           2614
-          ],
-          [
-           "3_2",
-           23,
-           2615
-          ],
-          [
-           "3_2",
-           24,
-           2616
-          ],
-          [
-           "3_2",
-           24,
-           2617
-          ],
-          [
-           "3_2",
-           24,
-           2618
-          ],
-          [
-           "3_2",
-           24,
-           2619
-          ],
-          [
-           "3_2",
-           24,
-           2620
-          ],
-          [
-           "3_2",
-           25,
-           2621
-          ],
-          [
-           "3_2",
-           25,
-           2622
-          ],
-          [
-           "3_2",
-           25,
-           2623
-          ],
-          [
-           "3_2",
-           25,
-           2624
-          ],
-          [
-           "3_2",
-           25,
-           2625
-          ],
-          [
-           "3_2",
-           26,
-           2628
-          ],
-          [
-           "3_2",
-           26,
-           2629
-          ],
-          [
-           "3_2",
-           26,
-           2630
-          ],
-          [
-           "3_2",
-           27,
-           2631
-          ],
-          [
-           "3_2",
-           27,
-           2632
-          ],
-          [
-           "3_2",
-           27,
-           2634
-          ],
-          [
-           "3_2",
-           27,
-           2635
-          ],
-          [
-           "3_2",
-           28,
-           2638
-          ],
-          [
-           "3_2",
-           28,
-           2639
-          ],
-          [
-           "3_2",
-           28,
-           2640
-          ],
-          [
-           "3_2",
-           29,
-           2641
-          ],
-          [
-           "3_2",
-           29,
-           2643
-          ],
-          [
-           "3_2",
-           29,
-           2644
-          ],
-          [
-           "3_2",
-           29,
-           2645
-          ],
-          [
-           "3_2",
-           30,
-           2646
-          ],
-          [
-           "3_2",
-           30,
-           2647
-          ],
-          [
-           "3_2",
-           30,
-           2648
-          ],
-          [
-           "3_2",
-           30,
-           2649
-          ],
-          [
-           "3_2",
-           30,
-           2650
-          ],
-          [
-           "3_2",
-           31,
-           2651
-          ],
-          [
-           "3_2",
-           31,
-           2652
-          ],
-          [
-           "3_2",
-           31,
-           2653
-          ],
-          [
-           "3_2",
-           31,
-           2654
-          ],
-          [
-           "3_2",
-           31,
-           2655
-          ],
-          [
-           "3_2",
-           32,
-           2658
-          ],
-          [
-           "3_2",
-           33,
-           2661
-          ],
-          [
-           "3_2",
-           33,
-           2662
-          ],
-          [
-           "3_2",
-           33,
-           2664
-          ],
-          [
-           "3_2",
-           33,
-           2665
-          ],
-          [
-           "3_2",
-           34,
-           2667
-          ],
-          [
-           "3_2",
-           34,
-           2668
-          ],
-          [
-           "3_2",
-           34,
-           2670
-          ],
-          [
-           "3_2",
-           35,
-           2671
-          ],
-          [
-           "3_2",
-           35,
-           2672
-          ],
-          [
-           "3_2",
-           35,
-           2673
-          ],
-          [
-           "3_2",
-           35,
-           2675
-          ],
-          [
-           "3_2",
-           36,
-           2676
-          ],
-          [
-           "3_2",
-           36,
-           2677
-          ],
-          [
-           "3_2",
-           36,
-           2678
-          ],
-          [
-           "3_2",
-           36,
-           2679
-          ],
-          [
-           "3_2",
-           36,
-           2680
-          ],
-          [
-           "3_2",
-           37,
-           2681
-          ],
-          [
-           "3_2",
-           37,
-           2682
-          ],
-          [
-           "3_2",
-           37,
-           2685
-          ],
-          [
-           "3_2",
-           38,
-           2686
-          ],
-          [
-           "3_2",
-           38,
-           2687
-          ],
-          [
-           "3_2",
-           38,
-           2688
-          ],
-          [
-           "3_2",
-           38,
-           2689
-          ],
-          [
-           "3_2",
-           38,
-           2690
-          ],
-          [
-           "3_2",
-           39,
-           2691
-          ],
-          [
-           "3_2",
-           39,
-           2692
-          ],
-          [
-           "3_2",
-           39,
-           2693
-          ],
-          [
-           "3_2",
-           39,
-           2695
-          ],
-          [
-           "3_2",
-           40,
-           2696
-          ],
-          [
-           "3_2",
-           40,
-           2697
-          ],
-          [
-           "3_2",
-           40,
-           2699
-          ],
-          [
-           "3_2",
-           40,
-           2700
-          ],
-          [
-           "3_2",
-           41,
-           2702
-          ],
-          [
-           "3_2",
-           41,
-           2703
-          ],
-          [
-           "3_2",
-           41,
-           2704
-          ],
-          [
-           "3_2",
-           42,
-           2706
-          ],
-          [
-           "3_2",
-           42,
-           2707
-          ],
-          [
-           "3_2",
-           42,
-           2708
-          ],
-          [
-           "3_2",
-           42,
-           2709
-          ],
-          [
-           "3_2",
-           42,
-           2710
-          ],
-          [
-           "3_2",
-           43,
-           2713
-          ],
-          [
-           "3_2",
-           43,
-           2715
-          ],
-          [
-           "3_2",
-           44,
-           2718
-          ],
-          [
-           "3_2",
-           44,
-           2719
-          ],
-          [
-           "3_2",
-           45,
-           2723
-          ],
-          [
-           "3_2",
-           45,
-           2724
-          ],
-          [
-           "3_2",
-           45,
-           2725
-          ],
-          [
-           "3_2",
-           46,
-           2726
-          ],
-          [
-           "3_2",
-           46,
-           2727
-          ],
-          [
-           "3_2",
-           46,
-           2728
-          ],
-          [
-           "3_2",
-           46,
-           2729
-          ],
-          [
-           "3_2",
-           46,
-           2730
-          ],
-          [
-           "3_2",
-           47,
-           2732
-          ],
-          [
-           "3_2",
-           47,
-           2734
-          ],
-          [
-           "3_2",
-           47,
-           2735
-          ],
-          [
-           "3_2",
-           48,
-           2736
-          ],
-          [
-           "3_2",
-           48,
-           2740
-          ],
-          [
-           "3_2",
-           49,
-           2741
-          ],
-          [
-           "3_2",
-           49,
-           2742
-          ],
-          [
-           "3_2",
-           49,
-           2743
-          ],
-          [
-           "3_2",
-           49,
-           2744
-          ],
-          [
-           "3_2",
-           49,
-           2745
-          ],
-          [
-           "3_2",
-           50,
-           2747
-          ],
-          [
-           "3_2",
-           50,
-           2749
-          ],
-          [
-           "3_2",
-           50,
-           2750
-          ],
-          [
-           "3_2",
-           51,
-           2751
-          ],
-          [
-           "3_2",
-           51,
-           2752
-          ],
-          [
-           "3_2",
-           51,
-           2754
-          ],
-          [
-           "3_2",
-           51,
-           2755
-          ],
-          [
-           "3_2",
-           52,
-           2756
-          ],
-          [
-           "3_2",
-           52,
-           2757
-          ],
-          [
-           "3_2",
-           52,
-           2758
-          ],
-          [
-           "3_2",
-           52,
-           2759
-          ],
-          [
-           "3_2",
-           52,
-           2760
-          ],
-          [
-           "3_2",
-           53,
-           2761
-          ],
-          [
-           "3_2",
-           53,
-           2762
-          ],
-          [
-           "3_2",
-           53,
-           2764
-          ],
-          [
-           "3_2",
-           53,
-           2765
-          ],
-          [
-           "3_2",
-           54,
-           2766
-          ],
-          [
-           "3_2",
-           54,
-           2767
-          ],
-          [
-           "3_2",
-           54,
-           2768
-          ],
-          [
-           "3_2",
-           55,
-           2771
-          ],
-          [
-           "3_2",
-           55,
-           2772
-          ],
-          [
-           "3_2",
-           55,
-           2774
-          ],
-          [
-           "3_2",
-           55,
-           2775
-          ],
-          [
-           "3_2",
-           56,
-           2776
-          ],
-          [
-           "3_2",
-           56,
-           2778
-          ],
-          [
-           "3_2",
-           56,
-           2779
-          ],
-          [
-           "3_2",
-           57,
-           2781
-          ],
-          [
-           "3_2",
-           57,
-           2782
-          ],
-          [
-           "3_2",
-           57,
-           2783
-          ],
-          [
-           "3_2",
-           57,
-           2784
-          ],
-          [
-           "3_2",
-           58,
-           2787
-          ],
-          [
-           "3_2",
-           58,
-           2789
-          ],
-          [
-           "3_2",
-           58,
-           2790
-          ],
-          [
-           "3_2",
-           59,
-           2793
-          ],
-          [
-           "3_2",
-           59,
-           2795
-          ],
-          [
-           "3_2",
-           60,
-           2796
-          ],
-          [
-           "3_2",
-           60,
-           2797
-          ],
-          [
-           "3_2",
-           60,
-           2798
-          ],
-          [
-           "3_2",
-           60,
-           2799
-          ],
-          [
-           "3_2",
-           61,
-           2802
-          ],
-          [
-           "3_2",
-           61,
-           2804
-          ],
-          [
-           "3_2",
-           62,
-           2806
-          ],
-          [
-           "3_2",
-           62,
-           2808
-          ],
-          [
-           "3_2",
-           62,
-           2809
-          ],
-          [
-           "3_2",
-           63,
-           2812
-          ],
-          [
-           "3_2",
-           63,
-           2813
-          ],
-          [
-           "3_2",
-           63,
-           2814
-          ],
-          [
-           "3_2",
-           63,
-           2815
-          ],
-          [
-           "3_2",
-           64,
-           2816
-          ],
-          [
-           "3_2",
-           64,
-           2817
-          ],
-          [
-           "3_2",
-           64,
-           2818
-          ],
-          [
-           "3_2",
-           64,
-           2819
-          ],
-          [
-           "3_2",
-           64,
-           2820
-          ],
-          [
-           "3_2",
-           65,
-           2821
-          ],
-          [
-           "3_2",
-           65,
-           2822
-          ],
-          [
-           "3_2",
-           65,
-           2823
-          ],
-          [
-           "3_2",
-           65,
-           2824
-          ],
-          [
-           "3_2",
-           66,
-           2826
-          ],
-          [
-           "3_2",
-           66,
-           2827
-          ],
-          [
-           "3_2",
-           66,
-           2828
-          ],
-          [
-           "3_2",
-           66,
-           2829
-          ],
-          [
-           "3_2",
-           67,
-           2831
-          ],
-          [
-           "3_2",
-           67,
-           2832
-          ],
-          [
-           "3_2",
-           67,
-           2834
-          ],
-          [
-           "3_2",
-           67,
-           2835
-          ],
-          [
-           "3_2",
-           68,
-           2837
-          ],
-          [
-           "3_2",
-           68,
-           2838
-          ],
-          [
-           "3_2",
-           68,
-           2839
-          ],
-          [
-           "3_2",
-           68,
-           2840
-          ],
-          [
-           "3_2",
-           69,
-           2841
-          ],
-          [
-           "3_2",
-           69,
-           2843
-          ],
-          [
-           "3_2",
-           69,
-           2845
-          ],
-          [
-           "3_2",
-           70,
-           2846
-          ],
-          [
-           "3_2",
-           70,
-           2848
-          ],
-          [
-           "3_2",
-           70,
-           2849
-          ],
-          [
-           "3_2",
-           70,
-           2850
-          ],
-          [
-           "3_2",
-           71,
-           2852
-          ],
-          [
-           "3_2",
-           71,
-           2853
-          ],
-          [
-           "3_2",
-           71,
-           2854
-          ],
-          [
-           "3_2",
-           71,
-           2855
-          ],
-          [
-           "3_2",
-           72,
-           2856
-          ],
-          [
-           "3_2",
-           72,
-           2857
-          ],
-          [
-           "3_2",
-           72,
-           2858
-          ],
-          [
-           "3_2",
-           72,
-           2859
-          ],
-          [
-           "3_2",
-           73,
-           2861
-          ],
-          [
-           "3_2",
-           73,
-           2863
-          ],
-          [
-           "3_2",
-           73,
-           2864
-          ],
-          [
-           "3_2",
-           73,
-           2865
-          ],
-          [
-           "3_2",
-           74,
-           2867
-          ],
-          [
-           "3_2",
-           74,
-           2869
-          ],
-          [
-           "3_2",
-           74,
-           2870
-          ],
-          [
-           "3_2",
-           75,
-           2871
-          ],
-          [
-           "3_2",
-           75,
-           2873
-          ],
-          [
-           "3_2",
-           75,
-           2874
-          ],
-          [
-           "3_2",
-           75,
-           2875
-          ],
-          [
-           "3_2",
-           76,
-           2876
-          ],
-          [
-           "3_2",
-           76,
-           2878
-          ],
-          [
-           "3_2",
-           76,
-           2879
-          ],
-          [
-           "3_2",
-           77,
-           2881
-          ],
-          [
-           "3_2",
-           77,
-           2883
-          ],
-          [
-           "3_2",
-           77,
-           2884
-          ],
-          [
-           "3_2",
-           77,
-           2885
-          ],
-          [
-           "3_2",
-           78,
-           2886
-          ],
-          [
-           "3_2",
-           78,
-           2887
-          ],
-          [
-           "3_2",
-           78,
-           2888
-          ],
-          [
-           "3_2",
-           78,
-           2890
-          ],
-          [
-           "3_2",
-           79,
-           2891
-          ],
-          [
-           "3_2",
-           79,
-           2892
-          ],
-          [
-           "3_2",
-           79,
-           2893
-          ],
-          [
-           "3_2",
-           79,
-           2894
-          ],
-          [
-           "3_2",
-           79,
-           2895
-          ],
-          [
-           "3_2",
-           80,
-           2896
-          ],
-          [
-           "3_2",
-           80,
-           2897
-          ],
-          [
-           "3_2",
-           80,
-           2898
-          ],
-          [
-           "3_2",
-           80,
-           2899
-          ],
-          [
-           "3_2",
-           80,
-           2900
-          ],
-          [
-           "3_2",
-           81,
-           2901
-          ],
-          [
-           "3_2",
-           81,
-           2902
-          ],
-          [
-           "3_2",
-           81,
-           2904
-          ],
-          [
-           "3_2",
-           82,
-           2906
-          ],
-          [
-           "3_2",
-           82,
-           2907
-          ],
-          [
-           "3_2",
-           82,
-           2909
-          ],
-          [
-           "3_2",
-           82,
-           2910
-          ],
-          [
-           "3_2",
-           83,
-           2911
-          ],
-          [
-           "3_2",
-           83,
-           2912
-          ],
-          [
-           "3_2",
-           83,
-           2913
-          ],
-          [
-           "3_2",
-           83,
-           2914
-          ],
-          [
-           "3_2",
-           83,
-           2915
-          ],
-          [
-           "3_2",
-           84,
-           2916
-          ],
-          [
-           "3_2",
-           84,
-           2919
-          ],
-          [
-           "3_2",
-           85,
-           2921
-          ],
-          [
-           "3_2",
-           85,
-           2922
-          ],
-          [
-           "3_2",
-           85,
-           2923
-          ],
-          [
-           "3_2",
-           85,
-           2924
-          ],
-          [
-           "3_2",
-           86,
-           2926
-          ],
-          [
-           "3_2",
-           86,
-           2928
-          ],
-          [
-           "3_2",
-           86,
-           2930
-          ],
-          [
-           "3_2",
-           87,
-           2932
-          ],
-          [
-           "3_2",
-           87,
-           2933
-          ],
-          [
-           "3_2",
-           87,
-           2934
-          ],
-          [
-           "3_2",
-           87,
-           2935
-          ],
-          [
-           "3_2",
-           88,
-           2936
-          ],
-          [
-           "3_2",
-           88,
-           2938
-          ],
-          [
-           "3_2",
-           88,
-           2939
-          ],
-          [
-           "3_2",
-           88,
-           2940
-          ],
-          [
-           "3_2",
-           89,
-           2941
-          ],
-          [
-           "3_2",
-           89,
-           2942
-          ],
-          [
-           "3_2",
-           89,
-           2943
-          ],
-          [
-           "3_2",
-           89,
-           2944
-          ],
-          [
-           "3_2",
-           89,
-           2945
-          ],
-          [
-           "3_2",
-           90,
-           2946
-          ],
-          [
-           "3_2",
-           90,
-           2947
-          ],
-          [
-           "3_2",
-           90,
-           2948
-          ],
-          [
-           "3_2",
-           90,
-           2949
-          ],
-          [
-           "3_2",
-           90,
-           2950
-          ],
-          [
-           "3_2",
-           91,
-           2951
-          ],
-          [
-           "3_2",
-           91,
-           2952
-          ],
-          [
-           "3_2",
-           91,
-           2953
-          ],
-          [
-           "3_2",
-           91,
-           2955
-          ],
-          [
-           "3_2",
-           92,
-           2956
-          ],
-          [
-           "3_2",
-           92,
-           2957
-          ],
-          [
-           "3_2",
-           92,
-           2959
-          ],
-          [
-           "3_2",
-           92,
-           2960
-          ],
-          [
-           "3_2",
-           93,
-           2961
-          ],
-          [
-           "3_2",
-           93,
-           2962
-          ],
-          [
-           "3_2",
-           93,
-           2963
-          ],
-          [
-           "3_2",
-           93,
-           2964
-          ],
-          [
-           "3_2",
-           93,
-           2965
-          ],
-          [
-           "3_2",
-           94,
-           2968
-          ],
-          [
-           "3_2",
-           94,
-           2969
-          ],
-          [
-           "3_2",
-           94,
-           2970
-          ],
-          [
-           "3_2",
-           95,
-           2973
-          ],
-          [
-           "3_2",
-           95,
-           2974
-          ],
-          [
-           "3_2",
-           95,
-           2975
-          ],
-          [
-           "3_2",
-           96,
-           2976
-          ],
-          [
-           "3_2",
-           96,
-           2977
-          ],
-          [
-           "3_2",
-           96,
-           2978
-          ],
-          [
-           "3_2",
-           96,
-           2979
-          ],
-          [
-           "3_2",
-           96,
-           2980
-          ],
-          [
-           "3_2",
-           97,
-           2982
-          ],
-          [
-           "3_2",
-           97,
-           2983
-          ],
-          [
-           "3_2",
-           98,
-           2986
-          ],
-          [
-           "3_2",
-           98,
-           2987
-          ],
-          [
-           "3_2",
-           98,
-           2988
-          ],
-          [
-           "3_2",
-           98,
-           2989
-          ],
-          [
-           "3_2",
-           98,
-           2990
-          ],
-          [
-           "3_2",
-           99,
-           2991
-          ],
-          [
-           "3_2",
-           99,
-           2992
-          ],
-          [
-           "3_2",
-           99,
-           2994
-          ],
-          [
-           "3_2",
-           99,
-           2995
-          ],
-          [
-           "3_2",
-           100,
-           2996
-          ],
-          [
-           "3_2",
-           100,
-           2997
-          ],
-          [
-           "3_2",
-           100,
-           2998
-          ],
-          [
-           "3_2",
-           100,
-           2999
-          ],
-          [
-           "3_2",
-           100,
-           3000
-          ],
-          [
-           "4_1",
-           1,
-           3001
-          ],
-          [
-           "4_1",
-           1,
-           3002
-          ],
-          [
-           "4_1",
-           1,
-           3003
-          ],
-          [
-           "4_1",
-           1,
-           3004
-          ],
-          [
-           "4_1",
-           1,
-           3005
-          ],
-          [
-           "4_1",
-           2,
-           3007
-          ],
-          [
-           "4_1",
-           2,
-           3009
-          ],
-          [
-           "4_1",
-           3,
-           3011
-          ],
-          [
-           "4_1",
-           3,
-           3012
-          ],
-          [
-           "4_1",
-           3,
-           3013
-          ],
-          [
-           "4_1",
-           3,
-           3014
-          ],
-          [
-           "4_1",
-           3,
-           3015
-          ],
-          [
-           "4_1",
-           4,
-           3016
-          ],
-          [
-           "4_1",
-           4,
-           3017
-          ],
-          [
-           "4_1",
-           4,
-           3019
-          ],
-          [
-           "4_1",
-           4,
-           3020
-          ],
-          [
-           "4_1",
-           5,
-           3021
-          ],
-          [
-           "4_1",
-           5,
-           3022
-          ],
-          [
-           "4_1",
-           5,
-           3023
-          ],
-          [
-           "4_1",
-           5,
-           3024
-          ],
-          [
-           "4_1",
-           5,
-           3025
-          ],
-          [
-           "4_1",
-           6,
-           3026
-          ],
-          [
-           "4_1",
-           6,
-           3027
-          ],
-          [
-           "4_1",
-           6,
-           3028
-          ],
-          [
-           "4_1",
-           6,
-           3029
-          ],
-          [
-           "4_1",
-           6,
-           3030
-          ],
-          [
-           "4_1",
-           7,
-           3031
-          ],
-          [
-           "4_1",
-           7,
-           3034
-          ],
-          [
-           "4_1",
-           7,
-           3035
-          ],
-          [
-           "4_1",
-           8,
-           3036
-          ],
-          [
-           "4_1",
-           8,
-           3037
-          ],
-          [
-           "4_1",
-           8,
-           3038
-          ],
-          [
-           "4_1",
-           8,
-           3039
-          ],
-          [
-           "4_1",
-           8,
-           3040
-          ],
-          [
-           "4_1",
-           9,
-           3041
-          ],
-          [
-           "4_1",
-           9,
-           3042
-          ],
-          [
-           "4_1",
-           9,
-           3043
-          ],
-          [
-           "4_1",
-           9,
-           3044
-          ],
-          [
-           "4_1",
-           10,
-           3046
-          ],
-          [
-           "4_1",
-           10,
-           3047
-          ],
-          [
-           "4_1",
-           10,
-           3048
-          ],
-          [
-           "4_1",
-           10,
-           3049
-          ],
-          [
-           "4_1",
-           10,
-           3050
-          ],
-          [
-           "4_1",
-           11,
-           3052
-          ],
-          [
-           "4_1",
-           11,
-           3053
-          ],
-          [
-           "4_1",
-           11,
-           3054
-          ],
-          [
-           "4_1",
-           11,
-           3055
-          ],
-          [
-           "4_1",
-           12,
-           3056
-          ],
-          [
-           "4_1",
-           12,
-           3057
-          ],
-          [
-           "4_1",
-           12,
-           3058
-          ],
-          [
-           "4_1",
-           12,
-           3059
-          ],
-          [
-           "4_1",
-           13,
-           3061
-          ],
-          [
-           "4_1",
-           14,
-           3066
-          ],
-          [
-           "4_1",
-           14,
-           3067
-          ],
-          [
-           "4_1",
-           14,
-           3068
-          ],
-          [
-           "4_1",
-           15,
-           3071
-          ],
-          [
-           "4_1",
-           15,
-           3073
-          ],
-          [
-           "4_1",
-           15,
-           3075
-          ],
-          [
-           "4_1",
-           16,
-           3076
-          ],
-          [
-           "4_1",
-           16,
-           3077
-          ],
-          [
-           "4_1",
-           16,
-           3078
-          ],
-          [
-           "4_1",
-           16,
-           3079
-          ],
-          [
-           "4_1",
-           16,
-           3080
-          ],
-          [
-           "4_1",
-           17,
-           3081
-          ],
-          [
-           "4_1",
-           17,
-           3082
-          ],
-          [
-           "4_1",
-           17,
-           3083
-          ],
-          [
-           "4_1",
-           17,
-           3084
-          ],
-          [
-           "4_1",
-           17,
-           3085
-          ],
-          [
-           "4_1",
-           18,
-           3088
-          ],
-          [
-           "4_1",
-           18,
-           3090
-          ],
-          [
-           "4_1",
-           19,
-           3091
-          ],
-          [
-           "4_1",
-           19,
-           3092
-          ],
-          [
-           "4_1",
-           19,
-           3093
-          ],
-          [
-           "4_1",
-           19,
-           3094
-          ],
-          [
-           "4_1",
-           19,
-           3095
-          ],
-          [
-           "4_1",
-           20,
-           3096
-          ],
-          [
-           "4_1",
-           20,
-           3098
-          ],
-          [
-           "4_1",
-           20,
-           3099
-          ],
-          [
-           "4_1",
-           20,
-           3100
-          ],
-          [
-           "4_1",
-           21,
-           3101
-          ],
-          [
-           "4_1",
-           21,
-           3103
-          ],
-          [
-           "4_1",
-           21,
-           3105
-          ],
-          [
-           "4_1",
-           22,
-           3107
-          ],
-          [
-           "4_1",
-           22,
-           3108
-          ],
-          [
-           "4_1",
-           22,
-           3109
-          ],
-          [
-           "4_1",
-           22,
-           3110
-          ],
-          [
-           "4_1",
-           23,
-           3111
-          ],
-          [
-           "4_1",
-           23,
-           3113
-          ],
-          [
-           "4_1",
-           24,
-           3118
-          ],
-          [
-           "4_1",
-           24,
-           3119
-          ],
-          [
-           "4_1",
-           24,
-           3120
-          ],
-          [
-           "4_1",
-           25,
-           3123
-          ],
-          [
-           "4_1",
-           25,
-           3124
-          ],
-          [
-           "4_1",
-           25,
-           3125
-          ],
-          [
-           "4_1",
-           26,
-           3126
-          ],
-          [
-           "4_1",
-           26,
-           3127
-          ],
-          [
-           "4_1",
-           26,
-           3128
-          ],
-          [
-           "4_1",
-           26,
-           3129
-          ],
-          [
-           "4_1",
-           26,
-           3130
-          ],
-          [
-           "4_1",
-           27,
-           3131
-          ],
-          [
-           "4_1",
-           27,
-           3132
-          ],
-          [
-           "4_1",
-           27,
-           3133
-          ],
-          [
-           "4_1",
-           27,
-           3134
-          ],
-          [
-           "4_1",
-           27,
-           3135
-          ],
-          [
-           "4_1",
-           28,
-           3136
-          ],
-          [
-           "4_1",
-           28,
-           3137
-          ],
-          [
-           "4_1",
-           28,
-           3138
-          ],
-          [
-           "4_1",
-           28,
-           3140
-          ],
-          [
-           "4_1",
-           29,
-           3142
-          ],
-          [
-           "4_1",
-           29,
-           3143
-          ],
-          [
-           "4_1",
-           29,
-           3144
-          ],
-          [
-           "4_1",
-           30,
-           3146
-          ],
-          [
-           "4_1",
-           30,
-           3147
-          ],
-          [
-           "4_1",
-           30,
-           3148
-          ],
-          [
-           "4_1",
-           30,
-           3149
-          ],
-          [
-           "4_1",
-           30,
-           3150
-          ],
-          [
-           "4_1",
-           31,
-           3151
-          ],
-          [
-           "4_1",
-           31,
-           3152
-          ],
-          [
-           "4_1",
-           31,
-           3153
-          ],
-          [
-           "4_1",
-           32,
-           3157
-          ],
-          [
-           "4_1",
-           33,
-           3161
-          ],
-          [
-           "4_1",
-           33,
-           3162
-          ],
-          [
-           "4_1",
-           33,
-           3164
-          ],
-          [
-           "4_1",
-           33,
-           3165
-          ],
-          [
-           "4_1",
-           34,
-           3166
-          ],
-          [
-           "4_1",
-           34,
-           3168
-          ],
-          [
-           "4_1",
-           34,
-           3169
-          ],
-          [
-           "4_1",
-           35,
-           3171
-          ],
-          [
-           "4_1",
-           35,
-           3172
-          ],
-          [
-           "4_1",
-           35,
-           3173
-          ],
-          [
-           "4_1",
-           35,
-           3174
-          ],
-          [
-           "4_1",
-           35,
-           3175
-          ],
-          [
-           "4_1",
-           36,
-           3176
-          ],
-          [
-           "4_1",
-           36,
-           3177
-          ],
-          [
-           "4_1",
-           36,
-           3178
-          ],
-          [
-           "4_1",
-           36,
-           3179
-          ],
-          [
-           "4_1",
-           36,
-           3180
-          ],
-          [
-           "4_1",
-           37,
-           3182
-          ],
-          [
-           "4_1",
-           37,
-           3184
-          ],
-          [
-           "4_1",
-           38,
-           3186
-          ],
-          [
-           "4_1",
-           38,
-           3187
-          ],
-          [
-           "4_1",
-           38,
-           3188
-          ],
-          [
-           "4_1",
-           38,
-           3190
-          ],
-          [
-           "4_1",
-           39,
-           3192
-          ],
-          [
-           "4_1",
-           39,
-           3193
-          ],
-          [
-           "4_1",
-           39,
-           3194
-          ],
-          [
-           "4_1",
-           39,
-           3195
-          ],
-          [
-           "4_1",
-           40,
-           3199
-          ],
-          [
-           "4_1",
-           41,
-           3201
-          ],
-          [
-           "4_1",
-           41,
-           3202
-          ],
-          [
-           "4_1",
-           41,
-           3203
-          ],
-          [
-           "4_1",
-           41,
-           3204
-          ],
-          [
-           "4_1",
-           42,
-           3206
-          ],
-          [
-           "4_1",
-           42,
-           3207
-          ],
-          [
-           "4_1",
-           42,
-           3208
-          ],
-          [
-           "4_1",
-           42,
-           3209
-          ],
-          [
-           "4_1",
-           42,
-           3210
-          ],
-          [
-           "4_1",
-           43,
-           3211
-          ],
-          [
-           "4_1",
-           43,
-           3213
-          ],
-          [
-           "4_1",
-           43,
-           3214
-          ],
-          [
-           "4_1",
-           44,
-           3217
-          ],
-          [
-           "4_1",
-           44,
-           3218
-          ],
-          [
-           "4_1",
-           44,
-           3219
-          ],
-          [
-           "4_1",
-           44,
-           3220
-          ],
-          [
-           "4_1",
-           45,
-           3221
-          ],
-          [
-           "4_1",
-           45,
-           3222
-          ],
-          [
-           "4_1",
-           45,
-           3223
-          ],
-          [
-           "4_1",
-           45,
-           3224
-          ],
-          [
-           "4_1",
-           45,
-           3225
-          ],
-          [
-           "4_1",
-           46,
-           3226
-          ],
-          [
-           "4_1",
-           46,
-           3227
-          ],
-          [
-           "4_1",
-           46,
-           3228
-          ],
-          [
-           "4_1",
-           46,
-           3229
-          ],
-          [
-           "4_1",
-           47,
-           3231
-          ],
-          [
-           "4_1",
-           47,
-           3232
-          ],
-          [
-           "4_1",
-           47,
-           3233
-          ],
-          [
-           "4_1",
-           47,
-           3234
-          ],
-          [
-           "4_1",
-           47,
-           3235
-          ],
-          [
-           "4_1",
-           48,
-           3237
-          ],
-          [
-           "4_1",
-           48,
-           3238
-          ],
-          [
-           "4_1",
-           48,
-           3239
-          ],
-          [
-           "4_1",
-           49,
-           3241
-          ],
-          [
-           "4_1",
-           49,
-           3242
-          ],
-          [
-           "4_1",
-           49,
-           3244
-          ],
-          [
-           "4_1",
-           50,
-           3246
-          ],
-          [
-           "4_1",
-           50,
-           3247
-          ],
-          [
-           "4_1",
-           50,
-           3248
-          ],
-          [
-           "4_1",
-           50,
-           3250
-          ],
-          [
-           "4_1",
-           51,
-           3253
-          ],
-          [
-           "4_1",
-           51,
-           3254
-          ],
-          [
-           "4_1",
-           51,
-           3255
-          ],
-          [
-           "4_1",
-           52,
-           3256
-          ],
-          [
-           "4_1",
-           52,
-           3257
-          ],
-          [
-           "4_1",
-           52,
-           3258
-          ],
-          [
-           "4_1",
-           52,
-           3259
-          ],
-          [
-           "4_1",
-           52,
-           3260
-          ],
-          [
-           "4_1",
-           53,
-           3261
-          ],
-          [
-           "4_1",
-           53,
-           3262
-          ],
-          [
-           "4_1",
-           53,
-           3263
-          ],
-          [
-           "4_1",
-           53,
-           3264
-          ],
-          [
-           "4_1",
-           54,
-           3267
-          ],
-          [
-           "4_1",
-           54,
-           3269
-          ],
-          [
-           "4_1",
-           54,
-           3270
-          ],
-          [
-           "4_1",
-           55,
-           3271
-          ],
-          [
-           "4_1",
-           55,
-           3272
-          ],
-          [
-           "4_1",
-           55,
-           3273
-          ],
-          [
-           "4_1",
-           55,
-           3274
-          ],
-          [
-           "4_1",
-           55,
-           3275
-          ],
-          [
-           "4_1",
-           56,
-           3276
-          ],
-          [
-           "4_1",
-           56,
-           3277
-          ],
-          [
-           "4_1",
-           56,
-           3278
-          ],
-          [
-           "4_1",
-           56,
-           3279
-          ],
-          [
-           "4_1",
-           56,
-           3280
-          ],
-          [
-           "4_1",
-           57,
-           3281
-          ],
-          [
-           "4_1",
-           57,
-           3282
-          ],
-          [
-           "4_1",
-           57,
-           3283
-          ],
-          [
-           "4_1",
-           57,
-           3284
-          ],
-          [
-           "4_1",
-           58,
-           3286
-          ],
-          [
-           "4_1",
-           58,
-           3287
-          ],
-          [
-           "4_1",
-           58,
-           3288
-          ],
-          [
-           "4_1",
-           58,
-           3289
-          ],
-          [
-           "4_1",
-           59,
-           3291
-          ],
-          [
-           "4_1",
-           59,
-           3292
-          ],
-          [
-           "4_1",
-           59,
-           3294
-          ],
-          [
-           "4_1",
-           60,
-           3297
-          ],
-          [
-           "4_1",
-           60,
-           3298
-          ],
-          [
-           "4_1",
-           60,
-           3299
-          ],
-          [
-           "4_1",
-           60,
-           3300
-          ],
-          [
-           "4_1",
-           61,
-           3301
-          ],
-          [
-           "4_1",
-           61,
-           3303
-          ],
-          [
-           "4_1",
-           61,
-           3304
-          ],
-          [
-           "4_1",
-           61,
-           3305
-          ],
-          [
-           "4_1",
-           62,
-           3306
-          ],
-          [
-           "4_1",
-           62,
-           3308
-          ],
-          [
-           "4_1",
-           62,
-           3310
-          ],
-          [
-           "4_1",
-           63,
-           3311
-          ],
-          [
-           "4_1",
-           63,
-           3313
-          ],
-          [
-           "4_1",
-           63,
-           3314
-          ],
-          [
-           "4_1",
-           63,
-           3315
-          ],
-          [
-           "4_1",
-           64,
-           3316
-          ],
-          [
-           "4_1",
-           64,
-           3318
-          ],
-          [
-           "4_1",
-           64,
-           3319
-          ],
-          [
-           "4_1",
-           64,
-           3320
-          ],
-          [
-           "4_1",
-           65,
-           3322
-          ],
-          [
-           "4_1",
-           65,
-           3325
-          ],
-          [
-           "4_1",
-           66,
-           3326
-          ],
-          [
-           "4_1",
-           66,
-           3327
-          ],
-          [
-           "4_1",
-           66,
-           3328
-          ],
-          [
-           "4_1",
-           66,
-           3329
-          ],
-          [
-           "4_1",
-           67,
-           3331
-          ],
-          [
-           "4_1",
-           67,
-           3332
-          ],
-          [
-           "4_1",
-           67,
-           3333
-          ],
-          [
-           "4_1",
-           67,
-           3334
-          ],
-          [
-           "4_1",
-           67,
-           3335
-          ],
-          [
-           "4_1",
-           68,
-           3336
-          ],
-          [
-           "4_1",
-           68,
-           3337
-          ],
-          [
-           "4_1",
-           68,
-           3338
-          ],
-          [
-           "4_1",
-           68,
-           3339
-          ],
-          [
-           "4_1",
-           68,
-           3340
-          ],
-          [
-           "4_1",
-           69,
-           3341
-          ],
-          [
-           "4_1",
-           69,
-           3342
-          ],
-          [
-           "4_1",
-           69,
-           3345
-          ],
-          [
-           "4_1",
-           70,
-           3346
-          ],
-          [
-           "4_1",
-           70,
-           3348
-          ],
-          [
-           "4_1",
-           70,
-           3350
-          ],
-          [
-           "4_1",
-           71,
-           3351
-          ],
-          [
-           "4_1",
-           71,
-           3352
-          ],
-          [
-           "4_1",
-           71,
-           3353
-          ],
-          [
-           "4_1",
-           71,
-           3354
-          ],
-          [
-           "4_1",
-           71,
-           3355
-          ],
-          [
-           "4_1",
-           72,
-           3357
-          ],
-          [
-           "4_1",
-           72,
-           3359
-          ],
-          [
-           "4_1",
-           72,
-           3360
-          ],
-          [
-           "4_1",
-           73,
-           3361
-          ],
-          [
-           "4_1",
-           73,
-           3363
-          ],
-          [
-           "4_1",
-           73,
-           3365
-          ],
-          [
-           "4_1",
-           74,
-           3366
-          ],
-          [
-           "4_1",
-           74,
-           3367
-          ],
-          [
-           "4_1",
-           74,
-           3368
-          ],
-          [
-           "4_1",
-           74,
-           3369
-          ],
-          [
-           "4_1",
-           74,
-           3370
-          ],
-          [
-           "4_1",
-           75,
-           3371
-          ],
-          [
-           "4_1",
-           75,
-           3374
-          ],
-          [
-           "4_1",
-           75,
-           3375
-          ],
-          [
-           "4_1",
-           76,
-           3376
-          ],
-          [
-           "4_1",
-           76,
-           3377
-          ],
-          [
-           "4_1",
-           76,
-           3379
-          ],
-          [
-           "4_1",
-           76,
-           3380
-          ],
-          [
-           "4_1",
-           77,
-           3381
-          ],
-          [
-           "4_1",
-           77,
-           3384
-          ],
-          [
-           "4_1",
-           77,
-           3385
-          ],
-          [
-           "4_1",
-           78,
-           3386
-          ],
-          [
-           "4_1",
-           78,
-           3387
-          ],
-          [
-           "4_1",
-           78,
-           3389
-          ],
-          [
-           "4_1",
-           79,
-           3391
-          ],
-          [
-           "4_1",
-           79,
-           3392
-          ],
-          [
-           "4_1",
-           79,
-           3393
-          ],
-          [
-           "4_1",
-           80,
-           3396
-          ],
-          [
-           "4_1",
-           80,
-           3397
-          ],
-          [
-           "4_1",
-           80,
-           3398
-          ],
-          [
-           "4_1",
-           80,
-           3399
-          ],
-          [
-           "4_1",
-           80,
-           3400
-          ],
-          [
-           "4_1",
-           81,
-           3401
-          ],
-          [
-           "4_1",
-           81,
-           3402
-          ],
-          [
-           "4_1",
-           81,
-           3403
-          ],
-          [
-           "4_1",
-           81,
-           3404
-          ],
-          [
-           "4_1",
-           81,
-           3405
-          ],
-          [
-           "4_1",
-           82,
-           3406
-          ],
-          [
-           "4_1",
-           82,
-           3407
-          ],
-          [
-           "4_1",
-           82,
-           3408
-          ],
-          [
-           "4_1",
-           82,
-           3409
-          ],
-          [
-           "4_1",
-           82,
-           3410
-          ],
-          [
-           "4_1",
-           83,
-           3411
-          ],
-          [
-           "4_1",
-           83,
-           3412
-          ],
-          [
-           "4_1",
-           83,
-           3413
-          ],
-          [
-           "4_1",
-           83,
-           3414
-          ],
-          [
-           "4_1",
-           84,
-           3416
-          ],
-          [
-           "4_1",
-           84,
-           3417
-          ],
-          [
-           "4_1",
-           84,
-           3418
-          ],
-          [
-           "4_1",
-           84,
-           3419
-          ],
-          [
-           "4_1",
-           84,
-           3420
-          ],
-          [
-           "4_1",
-           85,
-           3422
-          ],
-          [
-           "4_1",
-           85,
-           3423
-          ],
-          [
-           "4_1",
-           85,
-           3424
-          ],
-          [
-           "4_1",
-           86,
-           3427
-          ],
-          [
-           "4_1",
-           86,
-           3428
-          ],
-          [
-           "4_1",
-           86,
-           3429
-          ],
-          [
-           "4_1",
-           86,
-           3430
-          ],
-          [
-           "4_1",
-           87,
-           3432
-          ],
-          [
-           "4_1",
-           87,
-           3433
-          ],
-          [
-           "4_1",
-           87,
-           3434
-          ],
-          [
-           "4_1",
-           87,
-           3435
-          ],
-          [
-           "4_1",
-           88,
-           3436
-          ],
-          [
-           "4_1",
-           88,
-           3438
-          ],
-          [
-           "4_1",
-           88,
-           3439
-          ],
-          [
-           "4_1",
-           88,
-           3440
-          ],
-          [
-           "4_1",
-           89,
-           3442
-          ],
-          [
-           "4_1",
-           89,
-           3444
-          ],
-          [
-           "4_1",
-           89,
-           3445
-          ],
-          [
-           "4_1",
-           90,
-           3446
-          ],
-          [
-           "4_1",
-           90,
-           3448
-          ],
-          [
-           "4_1",
-           90,
-           3449
-          ],
-          [
-           "4_1",
-           90,
-           3450
-          ],
-          [
-           "4_1",
-           91,
-           3454
-          ],
-          [
-           "4_1",
-           92,
-           3456
-          ],
-          [
-           "4_1",
-           92,
-           3458
-          ],
-          [
-           "4_1",
-           92,
-           3459
-          ],
-          [
-           "4_1",
-           92,
-           3460
-          ],
-          [
-           "4_1",
-           93,
-           3464
-          ],
-          [
-           "4_1",
-           93,
-           3465
-          ],
-          [
-           "4_1",
-           94,
-           3466
-          ],
-          [
-           "4_1",
-           94,
-           3468
-          ],
-          [
-           "4_1",
-           94,
-           3469
-          ],
-          [
-           "4_1",
-           94,
-           3470
-          ],
-          [
-           "4_1",
-           95,
-           3471
-          ],
-          [
-           "4_1",
-           95,
-           3472
-          ],
-          [
-           "4_1",
-           95,
-           3473
-          ],
-          [
-           "4_1",
-           95,
-           3475
-          ],
-          [
-           "4_1",
-           96,
-           3476
-          ],
-          [
-           "4_1",
-           96,
-           3477
-          ],
-          [
-           "4_1",
-           96,
-           3478
-          ],
-          [
-           "4_1",
-           96,
-           3480
-          ],
-          [
-           "4_1",
-           97,
-           3481
-          ],
-          [
-           "4_1",
-           97,
-           3482
-          ],
-          [
-           "4_1",
-           97,
-           3483
-          ],
-          [
-           "4_1",
-           97,
-           3484
-          ],
-          [
-           "4_1",
-           98,
-           3486
-          ],
-          [
-           "4_1",
-           98,
-           3488
-          ],
-          [
-           "4_1",
-           98,
-           3489
-          ],
-          [
-           "4_1",
-           98,
-           3490
-          ],
-          [
-           "4_1",
-           99,
-           3491
-          ],
-          [
-           "4_1",
-           99,
-           3494
-          ],
-          [
-           "4_1",
-           99,
-           3495
-          ],
-          [
-           "4_1",
-           100,
-           3496
-          ],
-          [
-           "4_1",
-           100,
-           3498
-          ],
-          [
-           "4_1",
-           100,
-           3499
-          ],
-          [
-           "4_1",
-           100,
-           3500
-          ],
-          [
-           "4_2",
-           1,
-           3502
-          ],
-          [
-           "4_2",
-           1,
-           3503
-          ],
-          [
-           "4_2",
-           2,
-           3506
-          ],
-          [
-           "4_2",
-           2,
-           3507
-          ],
-          [
-           "4_2",
-           2,
-           3509
-          ],
-          [
-           "4_2",
-           2,
-           3510
-          ],
-          [
-           "4_2",
-           3,
-           3511
-          ],
-          [
-           "4_2",
-           3,
-           3512
-          ],
-          [
-           "4_2",
-           3,
-           3513
-          ],
-          [
-           "4_2",
-           3,
-           3514
-          ],
-          [
-           "4_2",
-           4,
-           3516
-          ],
-          [
-           "4_2",
-           4,
-           3517
-          ],
-          [
-           "4_2",
-           4,
-           3518
-          ],
-          [
-           "4_2",
-           4,
-           3519
-          ],
-          [
-           "4_2",
-           5,
-           3522
-          ],
-          [
-           "4_2",
-           5,
-           3523
-          ],
-          [
-           "4_2",
-           5,
-           3524
-          ],
-          [
-           "4_2",
-           5,
-           3525
-          ],
-          [
-           "4_2",
-           6,
-           3527
-          ],
-          [
-           "4_2",
-           6,
-           3528
-          ],
-          [
-           "4_2",
-           6,
-           3529
-          ],
-          [
-           "4_2",
-           6,
-           3530
-          ],
-          [
-           "4_2",
-           7,
-           3531
-          ],
-          [
-           "4_2",
-           7,
-           3532
-          ],
-          [
-           "4_2",
-           7,
-           3534
-          ],
-          [
-           "4_2",
-           7,
-           3535
-          ],
-          [
-           "4_2",
-           8,
-           3536
-          ],
-          [
-           "4_2",
-           8,
-           3537
-          ],
-          [
-           "4_2",
-           8,
-           3538
-          ],
-          [
-           "4_2",
-           8,
-           3539
-          ],
-          [
-           "4_2",
-           8,
-           3540
-          ],
-          [
-           "4_2",
-           9,
-           3541
-          ],
-          [
-           "4_2",
-           9,
-           3542
-          ],
-          [
-           "4_2",
-           9,
-           3543
-          ],
-          [
-           "4_2",
-           9,
-           3544
-          ],
-          [
-           "4_2",
-           9,
-           3545
-          ],
-          [
-           "4_2",
-           10,
-           3546
-          ],
-          [
-           "4_2",
-           10,
-           3547
-          ],
-          [
-           "4_2",
-           10,
-           3548
-          ],
-          [
-           "4_2",
-           10,
-           3549
-          ],
-          [
-           "4_2",
-           10,
-           3550
-          ],
-          [
-           "4_2",
-           11,
-           3551
-          ],
-          [
-           "4_2",
-           11,
-           3552
-          ],
-          [
-           "4_2",
-           11,
-           3553
-          ],
-          [
-           "4_2",
-           11,
-           3554
-          ],
-          [
-           "4_2",
-           11,
-           3555
-          ],
-          [
-           "4_2",
-           12,
-           3559
-          ],
-          [
-           "4_2",
-           13,
-           3561
-          ],
-          [
-           "4_2",
-           13,
-           3562
-          ],
-          [
-           "4_2",
-           13,
-           3563
-          ],
-          [
-           "4_2",
-           13,
-           3564
-          ],
-          [
-           "4_2",
-           14,
-           3566
-          ],
-          [
-           "4_2",
-           14,
-           3567
-          ],
-          [
-           "4_2",
-           14,
-           3568
-          ],
-          [
-           "4_2",
-           14,
-           3569
-          ],
-          [
-           "4_2",
-           14,
-           3570
-          ],
-          [
-           "4_2",
-           15,
-           3571
-          ],
-          [
-           "4_2",
-           15,
-           3572
-          ],
-          [
-           "4_2",
-           15,
-           3573
-          ],
-          [
-           "4_2",
-           15,
-           3574
-          ],
-          [
-           "4_2",
-           15,
-           3575
-          ],
-          [
-           "4_2",
-           16,
-           3576
-          ],
-          [
-           "4_2",
-           16,
-           3577
-          ],
-          [
-           "4_2",
-           16,
-           3578
-          ],
-          [
-           "4_2",
-           16,
-           3579
-          ],
-          [
-           "4_2",
-           16,
-           3580
-          ],
-          [
-           "4_2",
-           17,
-           3581
-          ],
-          [
-           "4_2",
-           17,
-           3583
-          ],
-          [
-           "4_2",
-           17,
-           3584
-          ],
-          [
-           "4_2",
-           17,
-           3585
-          ],
-          [
-           "4_2",
-           18,
-           3586
-          ],
-          [
-           "4_2",
-           18,
-           3587
-          ],
-          [
-           "4_2",
-           18,
-           3588
-          ],
-          [
-           "4_2",
-           18,
-           3589
-          ],
-          [
-           "4_2",
-           19,
-           3592
-          ],
-          [
-           "4_2",
-           19,
-           3593
-          ],
-          [
-           "4_2",
-           19,
-           3594
-          ],
-          [
-           "4_2",
-           19,
-           3595
-          ],
-          [
-           "4_2",
-           20,
-           3597
-          ],
-          [
-           "4_2",
-           20,
-           3599
-          ],
-          [
-           "4_2",
-           21,
-           3601
-          ],
-          [
-           "4_2",
-           21,
-           3602
-          ],
-          [
-           "4_2",
-           21,
-           3604
-          ],
-          [
-           "4_2",
-           22,
-           3606
-          ],
-          [
-           "4_2",
-           22,
-           3607
-          ],
-          [
-           "4_2",
-           22,
-           3609
-          ],
-          [
-           "4_2",
-           22,
-           3610
-          ],
-          [
-           "4_2",
-           23,
-           3611
-          ],
-          [
-           "4_2",
-           23,
-           3612
-          ],
-          [
-           "4_2",
-           23,
-           3613
-          ],
-          [
-           "4_2",
-           23,
-           3614
-          ],
-          [
-           "4_2",
-           23,
-           3615
-          ],
-          [
-           "4_2",
-           24,
-           3616
-          ],
-          [
-           "4_2",
-           24,
-           3617
-          ],
-          [
-           "4_2",
-           24,
-           3619
-          ],
-          [
-           "4_2",
-           25,
-           3622
-          ],
-          [
-           "4_2",
-           25,
-           3623
-          ],
-          [
-           "4_2",
-           25,
-           3624
-          ],
-          [
-           "4_2",
-           25,
-           3625
-          ],
-          [
-           "4_2",
-           26,
-           3626
-          ],
-          [
-           "4_2",
-           26,
-           3627
-          ],
-          [
-           "4_2",
-           26,
-           3629
-          ],
-          [
-           "4_2",
-           26,
-           3630
-          ],
-          [
-           "4_2",
-           27,
-           3631
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_3",
+          "1_1_4",
+          "1_1_5",
+          "1_1_6",
+          "1_1_7",
+          "1_1_8",
+          "1_1_9",
+          "1_1_10",
+          "1_1_11",
+          "1_1_12",
+          "1_1_13",
+          "1_1_14",
+          "1_1_15",
+          "1_1_16",
+          "1_1_17",
+          "1_1_18",
+          "1_1_19",
+          "1_1_20",
+          "1_1_21",
+          "1_1_22",
+          "1_1_23",
+          "1_1_24",
+          "1_1_25",
+          "1_1_26",
+          "1_1_27",
+          "1_1_28",
+          "1_1_29",
+          "1_1_30",
+          "1_1_31",
+          "1_1_32",
+          "1_1_33",
+          "1_1_34",
+          "1_1_35",
+          "1_1_36",
+          "1_1_37",
+          "1_1_38",
+          "1_1_39",
+          "1_1_40",
+          "1_1_41",
+          "1_1_42",
+          "1_1_43",
+          "1_1_44",
+          "1_1_45",
+          "1_1_46",
+          "1_1_47",
+          "1_1_48",
+          "1_1_49",
+          "1_1_50",
+          "1_1_51",
+          "1_1_52",
+          "1_1_53",
+          "1_1_54",
+          "1_1_55",
+          "1_1_56",
+          "1_1_57",
+          "1_1_58",
+          "1_1_59",
+          "1_1_60",
+          "1_1_61",
+          "1_1_62",
+          "1_1_63",
+          "1_1_64",
+          "1_1_65",
+          "1_1_66",
+          "1_1_67",
+          "1_1_68",
+          "1_1_69",
+          "1_1_70",
+          "1_1_71",
+          "1_1_72",
+          "1_1_73",
+          "1_1_74",
+          "1_1_75",
+          "1_1_76",
+          "1_1_77",
+          "1_1_78",
+          "1_1_79",
+          "1_1_80",
+          "1_1_81",
+          "1_1_82",
+          "1_1_83",
+          "1_1_84",
+          "1_1_85",
+          "1_1_86",
+          "1_1_87",
+          "1_1_88",
+          "1_1_89",
+          "1_1_90",
+          "1_1_91",
+          "1_1_92",
+          "1_1_93",
+          "1_1_94",
+          "1_1_95",
+          "1_1_96",
+          "1_1_97",
+          "1_1_98",
+          "1_1_99",
+          "1_1_100",
+          "1_2_1",
+          "1_2_2",
+          "1_2_3",
+          "1_2_4",
+          "1_2_5",
+          "1_2_6",
+          "1_2_7",
+          "1_2_8",
+          "1_2_9",
+          "1_2_10",
+          "1_2_11",
+          "1_2_12",
+          "1_2_13",
+          "1_2_14",
+          "1_2_15",
+          "1_2_16",
+          "1_2_17",
+          "1_2_18",
+          "1_2_19",
+          "1_2_20",
+          "1_2_21",
+          "1_2_22",
+          "1_2_23",
+          "1_2_24",
+          "1_2_25",
+          "1_2_26",
+          "1_2_27",
+          "1_2_28",
+          "1_2_29",
+          "1_2_32",
+          "1_2_33",
+          "1_2_34",
+          "1_2_35",
+          "1_2_36",
+          "1_2_37",
+          "1_2_38",
+          "1_2_39",
+          "1_2_40",
+          "1_2_41",
+          "1_2_42",
+          "1_2_43",
+          "1_2_44",
+          "1_2_45",
+          "1_2_46",
+          "1_2_47",
+          "1_2_48",
+          "1_2_49",
+          "1_2_50",
+          "1_2_51",
+          "1_2_52",
+          "1_2_53",
+          "1_2_54",
+          "1_2_55",
+          "1_2_56",
+          "1_2_57",
+          "1_2_58",
+          "1_2_59",
+          "1_2_60",
+          "1_2_61",
+          "1_2_62",
+          "1_2_63",
+          "1_2_64",
+          "1_2_65",
+          "1_2_66",
+          "1_2_67",
+          "1_2_68",
+          "1_2_69",
+          "1_2_70",
+          "1_2_71",
+          "1_2_72",
+          "1_2_73",
+          "1_2_74",
+          "1_2_75",
+          "1_2_76",
+          "1_2_77",
+          "1_2_78",
+          "1_2_79",
+          "1_2_80",
+          "1_2_81",
+          "1_2_83",
+          "1_2_84",
+          "1_2_85",
+          "1_2_86",
+          "1_2_87",
+          "1_2_88",
+          "1_2_89",
+          "1_2_90",
+          "1_2_91",
+          "1_2_92",
+          "1_2_93",
+          "1_2_94",
+          "1_2_95",
+          "1_2_96",
+          "1_2_97",
+          "1_2_98",
+          "1_2_99",
+          "1_2_100",
+          "2_1_1",
+          "2_1_2",
+          "2_1_3",
+          "2_1_4",
+          "2_1_5",
+          "2_1_6",
+          "2_1_7",
+          "2_1_8",
+          "2_1_9",
+          "2_1_10",
+          "2_1_11",
+          "2_1_12",
+          "2_1_13",
+          "2_1_14",
+          "2_1_15",
+          "2_1_16",
+          "2_1_17",
+          "2_1_18",
+          "2_1_19",
+          "2_1_20",
+          "2_1_21",
+          "2_1_22",
+          "2_1_23",
+          "2_1_24",
+          "2_1_25",
+          "2_1_26",
+          "2_1_27",
+          "2_1_28",
+          "2_1_29",
+          "2_1_30",
+          "2_1_31",
+          "2_1_32",
+          "2_1_33",
+          "2_1_34",
+          "2_1_35",
+          "2_1_36",
+          "2_1_37",
+          "2_1_38",
+          "2_1_39",
+          "2_1_40",
+          "2_1_41",
+          "2_1_42",
+          "2_1_43",
+          "2_1_44",
+          "2_1_45",
+          "2_1_46",
+          "2_1_47",
+          "2_1_48",
+          "2_1_49",
+          "2_1_50",
+          "2_1_51",
+          "2_1_52",
+          "2_1_53",
+          "2_1_54",
+          "2_1_55",
+          "2_1_56",
+          "2_1_57",
+          "2_1_58",
+          "2_1_59",
+          "2_1_60",
+          "2_1_61",
+          "2_1_62",
+          "2_1_63",
+          "2_1_64",
+          "2_1_65",
+          "2_1_66",
+          "2_1_67",
+          "2_1_68",
+          "2_1_69",
+          "2_1_70",
+          "2_1_71",
+          "2_1_72",
+          "2_1_73",
+          "2_1_74",
+          "2_1_75",
+          "2_1_76",
+          "2_1_77",
+          "2_1_78",
+          "2_1_79",
+          "2_1_80",
+          "2_1_81",
+          "2_1_82",
+          "2_1_83",
+          "2_1_84",
+          "2_1_85",
+          "2_1_86",
+          "2_1_87",
+          "2_1_88",
+          "2_1_89",
+          "2_1_90",
+          "2_1_91",
+          "2_1_92",
+          "2_1_93",
+          "2_1_94",
+          "2_1_95",
+          "2_1_96",
+          "2_1_97",
+          "2_1_98",
+          "2_1_99",
+          "2_1_100",
+          "2_2_1",
+          "2_2_2",
+          "2_2_3",
+          "2_2_4",
+          "2_2_5",
+          "2_2_6",
+          "2_2_7",
+          "2_2_8",
+          "2_2_9",
+          "2_2_10",
+          "2_2_11",
+          "2_2_12",
+          "2_2_13",
+          "2_2_14",
+          "2_2_15",
+          "2_2_16",
+          "2_2_17",
+          "2_2_18",
+          "2_2_19",
+          "2_2_20",
+          "2_2_21",
+          "2_2_22",
+          "2_2_23",
+          "2_2_25",
+          "2_2_26",
+          "2_2_27",
+          "2_2_28",
+          "2_2_29",
+          "2_2_30",
+          "2_2_31",
+          "2_2_32",
+          "2_2_33",
+          "2_2_34",
+          "2_2_35",
+          "2_2_36",
+          "2_2_37",
+          "2_2_38",
+          "2_2_39",
+          "2_2_40",
+          "2_2_41",
+          "2_2_42",
+          "2_2_43",
+          "2_2_44",
+          "2_2_45",
+          "2_2_46",
+          "2_2_47",
+          "2_2_48",
+          "2_2_49",
+          "2_2_50",
+          "2_2_51",
+          "2_2_52",
+          "2_2_53",
+          "2_2_54",
+          "2_2_55",
+          "2_2_56",
+          "2_2_57",
+          "2_2_58",
+          "2_2_59",
+          "2_2_60",
+          "2_2_61",
+          "2_2_62",
+          "2_2_63",
+          "2_2_64",
+          "2_2_65",
+          "2_2_66",
+          "2_2_67",
+          "2_2_68",
+          "2_2_69",
+          "2_2_70",
+          "2_2_71",
+          "2_2_72",
+          "2_2_73",
+          "2_2_75",
+          "2_2_76",
+          "2_2_77",
+          "2_2_79",
+          "2_2_80",
+          "2_2_81",
+          "2_2_82",
+          "2_2_83",
+          "2_2_84",
+          "2_2_85",
+          "2_2_86",
+          "2_2_87",
+          "2_2_88",
+          "2_2_89",
+          "2_2_90",
+          "2_2_91",
+          "2_2_92",
+          "2_2_93",
+          "2_2_94",
+          "2_2_95",
+          "2_2_96",
+          "2_2_97",
+          "2_2_98",
+          "2_2_99",
+          "2_2_100",
+          "3_1_1",
+          "3_1_2",
+          "3_1_3",
+          "3_1_4",
+          "3_1_5",
+          "3_1_6",
+          "3_1_7",
+          "3_1_8",
+          "3_1_9",
+          "3_1_10",
+          "3_1_11",
+          "3_1_12",
+          "3_1_13",
+          "3_1_14",
+          "3_1_15",
+          "3_1_16",
+          "3_1_17",
+          "3_1_18",
+          "3_1_19",
+          "3_1_20",
+          "3_1_21",
+          "3_1_22",
+          "3_1_23",
+          "3_1_24",
+          "3_1_25",
+          "3_1_26",
+          "3_1_27",
+          "3_1_28",
+          "3_1_29",
+          "3_1_30",
+          "3_1_31",
+          "3_1_32",
+          "3_1_33",
+          "3_1_34",
+          "3_1_35",
+          "3_1_36",
+          "3_1_37",
+          "3_1_38",
+          "3_1_39",
+          "3_1_40",
+          "3_1_41",
+          "3_1_42",
+          "3_1_43",
+          "3_1_44",
+          "3_1_45",
+          "3_1_46",
+          "3_1_47",
+          "3_1_48",
+          "3_1_49",
+          "3_1_50",
+          "3_1_51",
+          "3_1_52",
+          "3_1_53",
+          "3_1_55",
+          "3_1_56",
+          "3_1_57",
+          "3_1_58",
+          "3_1_59",
+          "3_1_60",
+          "3_1_61",
+          "3_1_62",
+          "3_1_63",
+          "3_1_64",
+          "3_1_65",
+          "3_1_66",
+          "3_1_67",
+          "3_1_68",
+          "3_1_69",
+          "3_1_70",
+          "3_1_71",
+          "3_1_72",
+          "3_1_73",
+          "3_1_74",
+          "3_1_75",
+          "3_1_76",
+          "3_1_77",
+          "3_1_78",
+          "3_1_79",
+          "3_1_80",
+          "3_1_81",
+          "3_1_82",
+          "3_1_83",
+          "3_1_84",
+          "3_1_85",
+          "3_1_86",
+          "3_1_87",
+          "3_1_88",
+          "3_1_89",
+          "3_1_91",
+          "3_1_92",
+          "3_1_93",
+          "3_1_94",
+          "3_1_95",
+          "3_1_96",
+          "3_1_97",
+          "3_1_99",
+          "3_1_100",
+          "3_2_1",
+          "3_2_2",
+          "3_2_3",
+          "3_2_4",
+          "3_2_5",
+          "3_2_6",
+          "3_2_7",
+          "3_2_8",
+          "3_2_9",
+          "3_2_10",
+          "3_2_11",
+          "3_2_12",
+          "3_2_13",
+          "3_2_14",
+          "3_2_15",
+          "3_2_16",
+          "3_2_17",
+          "3_2_18",
+          "3_2_19",
+          "3_2_20",
+          "3_2_21",
+          "3_2_22",
+          "3_2_23",
+          "3_2_24",
+          "3_2_25",
+          "3_2_26",
+          "3_2_27",
+          "3_2_28",
+          "3_2_29",
+          "3_2_30",
+          "3_2_31",
+          "3_2_33",
+          "3_2_34",
+          "3_2_35",
+          "3_2_36",
+          "3_2_37",
+          "3_2_38",
+          "3_2_39",
+          "3_2_40",
+          "3_2_41",
+          "3_2_42",
+          "3_2_43",
+          "3_2_44",
+          "3_2_45",
+          "3_2_46",
+          "3_2_47",
+          "3_2_48",
+          "3_2_49",
+          "3_2_50",
+          "3_2_51",
+          "3_2_52",
+          "3_2_53",
+          "3_2_54",
+          "3_2_55",
+          "3_2_56",
+          "3_2_57",
+          "3_2_58",
+          "3_2_59",
+          "3_2_60",
+          "3_2_61",
+          "3_2_62",
+          "3_2_63",
+          "3_2_64",
+          "3_2_65",
+          "3_2_66",
+          "3_2_67",
+          "3_2_68",
+          "3_2_69",
+          "3_2_70",
+          "3_2_71",
+          "3_2_72",
+          "3_2_73",
+          "3_2_74",
+          "3_2_75",
+          "3_2_76",
+          "3_2_77",
+          "3_2_78",
+          "3_2_79",
+          "3_2_80",
+          "3_2_81",
+          "3_2_82",
+          "3_2_83",
+          "3_2_84",
+          "3_2_85",
+          "3_2_86",
+          "3_2_87",
+          "3_2_88",
+          "3_2_89",
+          "3_2_90",
+          "3_2_91",
+          "3_2_92",
+          "3_2_93",
+          "3_2_94",
+          "3_2_95",
+          "3_2_96",
+          "3_2_97",
+          "3_2_98",
+          "3_2_99",
+          "3_2_100",
+          "4_1_1",
+          "4_1_2",
+          "4_1_3",
+          "4_1_4",
+          "4_1_5",
+          "4_1_6",
+          "4_1_7",
+          "4_1_8",
+          "4_1_9",
+          "4_1_10",
+          "4_1_11",
+          "4_1_12",
+          "4_1_14",
+          "4_1_15",
+          "4_1_16",
+          "4_1_17",
+          "4_1_18",
+          "4_1_19",
+          "4_1_20",
+          "4_1_21",
+          "4_1_22",
+          "4_1_23",
+          "4_1_24",
+          "4_1_25",
+          "4_1_26",
+          "4_1_27",
+          "4_1_28",
+          "4_1_29",
+          "4_1_30",
+          "4_1_31",
+          "4_1_33",
+          "4_1_34",
+          "4_1_35",
+          "4_1_36",
+          "4_1_37",
+          "4_1_38",
+          "4_1_39",
+          "4_1_41",
+          "4_1_42",
+          "4_1_43",
+          "4_1_44",
+          "4_1_45",
+          "4_1_46",
+          "4_1_47",
+          "4_1_48",
+          "4_1_49",
+          "4_1_50",
+          "4_1_51",
+          "4_1_52",
+          "4_1_53",
+          "4_1_54",
+          "4_1_55",
+          "4_1_56",
+          "4_1_57",
+          "4_1_58",
+          "4_1_59",
+          "4_1_60",
+          "4_1_61",
+          "4_1_62",
+          "4_1_63",
+          "4_1_64",
+          "4_1_65",
+          "4_1_66",
+          "4_1_67",
+          "4_1_68",
+          "4_1_69",
+          "4_1_70",
+          "4_1_71",
+          "4_1_72",
+          "4_1_73",
+          "4_1_74",
+          "4_1_75",
+          "4_1_76",
+          "4_1_77",
+          "4_1_78",
+          "4_1_79",
+          "4_1_80",
+          "4_1_81",
+          "4_1_82",
+          "4_1_83",
+          "4_1_84",
+          "4_1_85",
+          "4_1_86",
+          "4_1_87",
+          "4_1_88",
+          "4_1_89",
+          "4_1_90",
+          "4_1_92",
+          "4_1_93",
+          "4_1_94",
+          "4_1_95",
+          "4_1_96",
+          "4_1_97",
+          "4_1_98",
+          "4_1_99",
+          "4_1_100",
+          "4_2_1",
+          "4_2_2",
+          "4_2_3",
+          "4_2_4",
+          "4_2_5",
+          "4_2_6",
+          "4_2_7",
+          "4_2_8",
+          "4_2_9",
+          "4_2_10",
+          "4_2_11",
+          "4_2_13",
+          "4_2_14",
+          "4_2_15",
+          "4_2_16",
+          "4_2_17",
+          "4_2_18",
+          "4_2_19",
+          "4_2_20",
+          "4_2_21",
+          "4_2_22",
+          "4_2_23",
+          "4_2_24",
+          "4_2_25",
+          "4_2_26",
+          "4_2_27",
+          "4_2_28",
+          "4_2_30",
+          "4_2_31",
+          "4_2_32",
+          "4_2_33",
+          "4_2_34",
+          "4_2_35",
+          "4_2_36",
+          "4_2_37",
+          "4_2_38",
+          "4_2_39",
+          "4_2_40",
+          "4_2_41",
+          "4_2_42",
+          "4_2_43",
+          "4_2_44",
+          "4_2_45",
+          "4_2_46",
+          "4_2_47",
+          "4_2_48",
+          "4_2_49",
+          "4_2_50",
+          "4_2_51",
+          "4_2_52",
+          "4_2_53",
+          "4_2_54",
+          "4_2_55",
+          "4_2_56",
+          "4_2_57",
+          "4_2_58",
+          "4_2_59",
+          "4_2_60",
+          "4_2_61",
+          "4_2_62",
+          "4_2_63",
+          "4_2_64",
+          "4_2_65",
+          "4_2_66",
+          "4_2_67",
+          "4_2_68",
+          "4_2_69",
+          "4_2_70",
+          "4_2_71",
+          "4_2_72",
+          "4_2_73",
+          "4_2_74",
+          "4_2_76",
+          "4_2_77",
+          "4_2_78",
+          "4_2_79",
+          "4_2_80",
+          "4_2_81",
+          "4_2_82",
+          "4_2_83",
+          "4_2_84",
+          "4_2_85",
+          "4_2_86",
+          "4_2_87",
+          "4_2_88",
+          "4_2_89",
+          "4_2_90",
+          "4_2_91",
+          "4_2_92",
+          "4_2_93",
+          "4_2_94",
+          "4_2_95",
+          "4_2_96",
+          "4_2_97",
+          "4_2_98",
+          "4_2_99",
+          "4_2_100"
+         ],
+         "xaxis": "x",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_2",
+          "1_1_3",
+          "1_1_3",
+          "1_1_4",
+          "1_1_4",
+          "1_1_5",
+          "1_1_5",
+          "1_1_6",
+          "1_1_6",
+          "1_1_7",
+          "1_1_7",
+          "1_1_8",
+          "1_1_8",
+          "1_1_9",
+          "1_1_9",
+          "1_1_10",
+          "1_1_10",
+          "1_1_11",
+          "1_1_11",
+          "1_1_12",
+          "1_1_12",
+          "1_1_13",
+          "1_1_13",
+          "1_1_14",
+          "1_1_14",
+          "1_1_15",
+          "1_1_15",
+          "1_1_16",
+          "1_1_16",
+          "1_1_17",
+          "1_1_17",
+          "1_1_18",
+          "1_1_18",
+          "1_1_19",
+          "1_1_19",
+          "1_1_20",
+          "1_1_20",
+          "1_1_21",
+          "1_1_21",
+          "1_1_22",
+          "1_1_22",
+          "1_1_23",
+          "1_1_23",
+          "1_1_24",
+          "1_1_24",
+          "1_1_25",
+          "1_1_25",
+          "1_1_26",
+          "1_1_26",
+          "1_1_27",
+          "1_1_27",
+          "1_1_28",
+          "1_1_28",
+          "1_1_29",
+          "1_1_29",
+          "1_1_30",
+          "1_1_30",
+          "1_1_31",
+          "1_1_31",
+          "1_1_32",
+          "1_1_32",
+          "1_1_33",
+          "1_1_33",
+          "1_1_34",
+          "1_1_34",
+          "1_1_35",
+          "1_1_35",
+          "1_1_36",
+          "1_1_36",
+          "1_1_37",
+          "1_1_37",
+          "1_1_38",
+          "1_1_38",
+          "1_1_39",
+          "1_1_39",
+          "1_1_40",
+          "1_1_40",
+          "1_1_41",
+          "1_1_41",
+          "1_1_42",
+          "1_1_42",
+          "1_1_43",
+          "1_1_43",
+          "1_1_44",
+          "1_1_44",
+          "1_1_45",
+          "1_1_45",
+          "1_1_46",
+          "1_1_46",
+          "1_1_47",
+          "1_1_47",
+          "1_1_48",
+          "1_1_48",
+          "1_1_49",
+          "1_1_49",
+          "1_1_50",
+          "1_1_50",
+          "1_1_51",
+          "1_1_51",
+          "1_1_52",
+          "1_1_52",
+          "1_1_53",
+          "1_1_53",
+          "1_1_54",
+          "1_1_54",
+          "1_1_55",
+          "1_1_55",
+          "1_1_56",
+          "1_1_56",
+          "1_1_57",
+          "1_1_57",
+          "1_1_58",
+          "1_1_58",
+          "1_1_59",
+          "1_1_59",
+          "1_1_60",
+          "1_1_60",
+          "1_1_61",
+          "1_1_61",
+          "1_1_62",
+          "1_1_62",
+          "1_1_63",
+          "1_1_63",
+          "1_1_64",
+          "1_1_64",
+          "1_1_65",
+          "1_1_65",
+          "1_1_66",
+          "1_1_66",
+          "1_1_67",
+          "1_1_67",
+          "1_1_68",
+          "1_1_68",
+          "1_1_69",
+          "1_1_69",
+          "1_1_70",
+          "1_1_70",
+          "1_1_71",
+          "1_1_71",
+          "1_1_72",
+          "1_1_72",
+          "1_1_73",
+          "1_1_73",
+          "1_1_74",
+          "1_1_74",
+          "1_1_75",
+          "1_1_75",
+          "1_1_76",
+          "1_1_76",
+          "1_1_77",
+          "1_1_77",
+          "1_1_78",
+          "1_1_78",
+          "1_1_79",
+          "1_1_79",
+          "1_1_80",
+          "1_1_80",
+          "1_1_81",
+          "1_1_81",
+          "1_1_82",
+          "1_1_82",
+          "1_1_83",
+          "1_1_83",
+          "1_1_84",
+          "1_1_84",
+          "1_1_85",
+          "1_1_85",
+          "1_1_86",
+          "1_1_86",
+          "1_1_87",
+          "1_1_87",
+          "1_1_88",
+          "1_1_88",
+          "1_1_89",
+          "1_1_89",
+          "1_1_90",
+          "1_1_90",
+          "1_1_91",
+          "1_1_91",
+          "1_1_92",
+          "1_1_92",
+          "1_1_93",
+          "1_1_93",
+          "1_1_94",
+          "1_1_94",
+          "1_1_95",
+          "1_1_95",
+          "1_1_96",
+          "1_1_96",
+          "1_1_97",
+          "1_1_97",
+          "1_1_98",
+          "1_1_98",
+          "1_1_99",
+          "1_1_99",
+          "1_1_100",
+          "1_1_100",
+          "1_2_1",
+          "1_2_1",
+          "1_2_2",
+          "1_2_2",
+          "1_2_3",
+          "1_2_3",
+          "1_2_4",
+          "1_2_4",
+          "1_2_5",
+          "1_2_5",
+          "1_2_6",
+          "1_2_6",
+          "1_2_7",
+          "1_2_7",
+          "1_2_8",
+          "1_2_8",
+          "1_2_9",
+          "1_2_9",
+          "1_2_10",
+          "1_2_10",
+          "1_2_11",
+          "1_2_11",
+          "1_2_12",
+          "1_2_12",
+          "1_2_13",
+          "1_2_13",
+          "1_2_14",
+          "1_2_14",
+          "1_2_15",
+          "1_2_15",
+          "1_2_16",
+          "1_2_16",
+          "1_2_17",
+          "1_2_17",
+          "1_2_18",
+          "1_2_18",
+          "1_2_19",
+          "1_2_19",
+          "1_2_20",
+          "1_2_20",
+          "1_2_21",
+          "1_2_21",
+          "1_2_22",
+          "1_2_22",
+          "1_2_23",
+          "1_2_23",
+          "1_2_24",
+          "1_2_24",
+          "1_2_25",
+          "1_2_25",
+          "1_2_26",
+          "1_2_26",
+          "1_2_27",
+          "1_2_27",
+          "1_2_28",
+          "1_2_28",
+          "1_2_29",
+          "1_2_29",
+          "1_2_32",
+          "1_2_32",
+          "1_2_33",
+          "1_2_33",
+          "1_2_34",
+          "1_2_34",
+          "1_2_35",
+          "1_2_35",
+          "1_2_36",
+          "1_2_36",
+          "1_2_37",
+          "1_2_37",
+          "1_2_38",
+          "1_2_38",
+          "1_2_39",
+          "1_2_39",
+          "1_2_40",
+          "1_2_40",
+          "1_2_41",
+          "1_2_41",
+          "1_2_42",
+          "1_2_42",
+          "1_2_43",
+          "1_2_43",
+          "1_2_44",
+          "1_2_44",
+          "1_2_45",
+          "1_2_45",
+          "1_2_46",
+          "1_2_46",
+          "1_2_47",
+          "1_2_47",
+          "1_2_48",
+          "1_2_48",
+          "1_2_49",
+          "1_2_49",
+          "1_2_50",
+          "1_2_50",
+          "1_2_51",
+          "1_2_51",
+          "1_2_52",
+          "1_2_52",
+          "1_2_53",
+          "1_2_53",
+          "1_2_54",
+          "1_2_54",
+          "1_2_55",
+          "1_2_55",
+          "1_2_56",
+          "1_2_56",
+          "1_2_57",
+          "1_2_57",
+          "1_2_58",
+          "1_2_58",
+          "1_2_59",
+          "1_2_59",
+          "1_2_60",
+          "1_2_60",
+          "1_2_61",
+          "1_2_61",
+          "1_2_62",
+          "1_2_62",
+          "1_2_63",
+          "1_2_63",
+          "1_2_64",
+          "1_2_64",
+          "1_2_65",
+          "1_2_65",
+          "1_2_66",
+          "1_2_66",
+          "1_2_67",
+          "1_2_67",
+          "1_2_68",
+          "1_2_68",
+          "1_2_69",
+          "1_2_69",
+          "1_2_70",
+          "1_2_70",
+          "1_2_71",
+          "1_2_71",
+          "1_2_72",
+          "1_2_72",
+          "1_2_73",
+          "1_2_73",
+          "1_2_74",
+          "1_2_74",
+          "1_2_75",
+          "1_2_75",
+          "1_2_76",
+          "1_2_76",
+          "1_2_77",
+          "1_2_77",
+          "1_2_78",
+          "1_2_78",
+          "1_2_79",
+          "1_2_79",
+          "1_2_80",
+          "1_2_80",
+          "1_2_81",
+          "1_2_81",
+          "1_2_83",
+          "1_2_83",
+          "1_2_84",
+          "1_2_84",
+          "1_2_85",
+          "1_2_85",
+          "1_2_86",
+          "1_2_86",
+          "1_2_87",
+          "1_2_87",
+          "1_2_88",
+          "1_2_88",
+          "1_2_89",
+          "1_2_89",
+          "1_2_90",
+          "1_2_90",
+          "1_2_91",
+          "1_2_91",
+          "1_2_92",
+          "1_2_92",
+          "1_2_93",
+          "1_2_93",
+          "1_2_94",
+          "1_2_94",
+          "1_2_95",
+          "1_2_95",
+          "1_2_96",
+          "1_2_96",
+          "1_2_97",
+          "1_2_97",
+          "1_2_98",
+          "1_2_98",
+          "1_2_99",
+          "1_2_99",
+          "1_2_100",
+          "1_2_100",
+          "2_1_1",
+          "2_1_1",
+          "2_1_2",
+          "2_1_2",
+          "2_1_3",
+          "2_1_3",
+          "2_1_4",
+          "2_1_4",
+          "2_1_5",
+          "2_1_5",
+          "2_1_6",
+          "2_1_6",
+          "2_1_7",
+          "2_1_7",
+          "2_1_8",
+          "2_1_8",
+          "2_1_9",
+          "2_1_9",
+          "2_1_10",
+          "2_1_10",
+          "2_1_11",
+          "2_1_11",
+          "2_1_12",
+          "2_1_12",
+          "2_1_13",
+          "2_1_13",
+          "2_1_14",
+          "2_1_14",
+          "2_1_15",
+          "2_1_15",
+          "2_1_16",
+          "2_1_16",
+          "2_1_17",
+          "2_1_17",
+          "2_1_18",
+          "2_1_18",
+          "2_1_19",
+          "2_1_19",
+          "2_1_20",
+          "2_1_20",
+          "2_1_21",
+          "2_1_21",
+          "2_1_22",
+          "2_1_22",
+          "2_1_23",
+          "2_1_23",
+          "2_1_24",
+          "2_1_24",
+          "2_1_25",
+          "2_1_25",
+          "2_1_26",
+          "2_1_26",
+          "2_1_27",
+          "2_1_27",
+          "2_1_28",
+          "2_1_28",
+          "2_1_29",
+          "2_1_29",
+          "2_1_30",
+          "2_1_30",
+          "2_1_31",
+          "2_1_31",
+          "2_1_32",
+          "2_1_32",
+          "2_1_33",
+          "2_1_33",
+          "2_1_34",
+          "2_1_34",
+          "2_1_35",
+          "2_1_35",
+          "2_1_36",
+          "2_1_36",
+          "2_1_37",
+          "2_1_37",
+          "2_1_38",
+          "2_1_38",
+          "2_1_39",
+          "2_1_39",
+          "2_1_40",
+          "2_1_40",
+          "2_1_41",
+          "2_1_41",
+          "2_1_42",
+          "2_1_42",
+          "2_1_43",
+          "2_1_43",
+          "2_1_44",
+          "2_1_44",
+          "2_1_45",
+          "2_1_45",
+          "2_1_46",
+          "2_1_46",
+          "2_1_47",
+          "2_1_47",
+          "2_1_48",
+          "2_1_48",
+          "2_1_49",
+          "2_1_49",
+          "2_1_50",
+          "2_1_50",
+          "2_1_51",
+          "2_1_51",
+          "2_1_52",
+          "2_1_52",
+          "2_1_53",
+          "2_1_53",
+          "2_1_54",
+          "2_1_54",
+          "2_1_55",
+          "2_1_55",
+          "2_1_56",
+          "2_1_56",
+          "2_1_57",
+          "2_1_57",
+          "2_1_58",
+          "2_1_58",
+          "2_1_59",
+          "2_1_59",
+          "2_1_60",
+          "2_1_60",
+          "2_1_61",
+          "2_1_61",
+          "2_1_62",
+          "2_1_62",
+          "2_1_63",
+          "2_1_63",
+          "2_1_64",
+          "2_1_64",
+          "2_1_65",
+          "2_1_65",
+          "2_1_66",
+          "2_1_66",
+          "2_1_67",
+          "2_1_67",
+          "2_1_68",
+          "2_1_68",
+          "2_1_69",
+          "2_1_69",
+          "2_1_70",
+          "2_1_70",
+          "2_1_71",
+          "2_1_71",
+          "2_1_72",
+          "2_1_72",
+          "2_1_73",
+          "2_1_73",
+          "2_1_74",
+          "2_1_74",
+          "2_1_75",
+          "2_1_75",
+          "2_1_76",
+          "2_1_76",
+          "2_1_77",
+          "2_1_77",
+          "2_1_78",
+          "2_1_78",
+          "2_1_79",
+          "2_1_79",
+          "2_1_80",
+          "2_1_80",
+          "2_1_81",
+          "2_1_81",
+          "2_1_82",
+          "2_1_82",
+          "2_1_83",
+          "2_1_83",
+          "2_1_84",
+          "2_1_84",
+          "2_1_85",
+          "2_1_85",
+          "2_1_86",
+          "2_1_86",
+          "2_1_87",
+          "2_1_87",
+          "2_1_88",
+          "2_1_88",
+          "2_1_89",
+          "2_1_89",
+          "2_1_90",
+          "2_1_90",
+          "2_1_91",
+          "2_1_91",
+          "2_1_92",
+          "2_1_92",
+          "2_1_93",
+          "2_1_93",
+          "2_1_94",
+          "2_1_94",
+          "2_1_95",
+          "2_1_95",
+          "2_1_96",
+          "2_1_96",
+          "2_1_97",
+          "2_1_97",
+          "2_1_98",
+          "2_1_98",
+          "2_1_99",
+          "2_1_99",
+          "2_1_100",
+          "2_1_100",
+          "2_2_1",
+          "2_2_1",
+          "2_2_2",
+          "2_2_2",
+          "2_2_3",
+          "2_2_3",
+          "2_2_4",
+          "2_2_4",
+          "2_2_5",
+          "2_2_5",
+          "2_2_6",
+          "2_2_6",
+          "2_2_7",
+          "2_2_7",
+          "2_2_8",
+          "2_2_8",
+          "2_2_9",
+          "2_2_9",
+          "2_2_10",
+          "2_2_10",
+          "2_2_11",
+          "2_2_11",
+          "2_2_12",
+          "2_2_12",
+          "2_2_13",
+          "2_2_13",
+          "2_2_14",
+          "2_2_14",
+          "2_2_15",
+          "2_2_15",
+          "2_2_16",
+          "2_2_16",
+          "2_2_17",
+          "2_2_17",
+          "2_2_18",
+          "2_2_18",
+          "2_2_19",
+          "2_2_19",
+          "2_2_20",
+          "2_2_20",
+          "2_2_21",
+          "2_2_21",
+          "2_2_22",
+          "2_2_22",
+          "2_2_23",
+          "2_2_23",
+          "2_2_25",
+          "2_2_25",
+          "2_2_26",
+          "2_2_26",
+          "2_2_27",
+          "2_2_27",
+          "2_2_28",
+          "2_2_28",
+          "2_2_29",
+          "2_2_29",
+          "2_2_30",
+          "2_2_30",
+          "2_2_31",
+          "2_2_31",
+          "2_2_32",
+          "2_2_32",
+          "2_2_33",
+          "2_2_33",
+          "2_2_34",
+          "2_2_34",
+          "2_2_35",
+          "2_2_35",
+          "2_2_36",
+          "2_2_36",
+          "2_2_37",
+          "2_2_37",
+          "2_2_38",
+          "2_2_38",
+          "2_2_39",
+          "2_2_39",
+          "2_2_40",
+          "2_2_40",
+          "2_2_41",
+          "2_2_41",
+          "2_2_42",
+          "2_2_42",
+          "2_2_43",
+          "2_2_43",
+          "2_2_44",
+          "2_2_44",
+          "2_2_45",
+          "2_2_45",
+          "2_2_46",
+          "2_2_46",
+          "2_2_47",
+          "2_2_47",
+          "2_2_48",
+          "2_2_48",
+          "2_2_49",
+          "2_2_49",
+          "2_2_50",
+          "2_2_50",
+          "2_2_51",
+          "2_2_51",
+          "2_2_52",
+          "2_2_52",
+          "2_2_53",
+          "2_2_53",
+          "2_2_54",
+          "2_2_54",
+          "2_2_55",
+          "2_2_55",
+          "2_2_56",
+          "2_2_56",
+          "2_2_57",
+          "2_2_57",
+          "2_2_58",
+          "2_2_58",
+          "2_2_59",
+          "2_2_59",
+          "2_2_60",
+          "2_2_60",
+          "2_2_61",
+          "2_2_61",
+          "2_2_62",
+          "2_2_62",
+          "2_2_63",
+          "2_2_63",
+          "2_2_64",
+          "2_2_64",
+          "2_2_65",
+          "2_2_65",
+          "2_2_66",
+          "2_2_66",
+          "2_2_67",
+          "2_2_67",
+          "2_2_68",
+          "2_2_68",
+          "2_2_69",
+          "2_2_69",
+          "2_2_70",
+          "2_2_70",
+          "2_2_71",
+          "2_2_71",
+          "2_2_72",
+          "2_2_72",
+          "2_2_73",
+          "2_2_73",
+          "2_2_75",
+          "2_2_75",
+          "2_2_76",
+          "2_2_76",
+          "2_2_77",
+          "2_2_77",
+          "2_2_79",
+          "2_2_79",
+          "2_2_80",
+          "2_2_80",
+          "2_2_81",
+          "2_2_81",
+          "2_2_82",
+          "2_2_82",
+          "2_2_83",
+          "2_2_83",
+          "2_2_84",
+          "2_2_84",
+          "2_2_85",
+          "2_2_85",
+          "2_2_86",
+          "2_2_86",
+          "2_2_87",
+          "2_2_87",
+          "2_2_88",
+          "2_2_88",
+          "2_2_89",
+          "2_2_89",
+          "2_2_90",
+          "2_2_90",
+          "2_2_91",
+          "2_2_91",
+          "2_2_92",
+          "2_2_92",
+          "2_2_93",
+          "2_2_93",
+          "2_2_94",
+          "2_2_94",
+          "2_2_95",
+          "2_2_95",
+          "2_2_96",
+          "2_2_96",
+          "2_2_97",
+          "2_2_97",
+          "2_2_98",
+          "2_2_98",
+          "2_2_99",
+          "2_2_99",
+          "2_2_100",
+          "2_2_100",
+          "3_1_1",
+          "3_1_1",
+          "3_1_2",
+          "3_1_2",
+          "3_1_3",
+          "3_1_3",
+          "3_1_4",
+          "3_1_4",
+          "3_1_5",
+          "3_1_5",
+          "3_1_6",
+          "3_1_6",
+          "3_1_7",
+          "3_1_7",
+          "3_1_8",
+          "3_1_8",
+          "3_1_9",
+          "3_1_9",
+          "3_1_10",
+          "3_1_10",
+          "3_1_11",
+          "3_1_11",
+          "3_1_12",
+          "3_1_12",
+          "3_1_13",
+          "3_1_13",
+          "3_1_14",
+          "3_1_14",
+          "3_1_15",
+          "3_1_15",
+          "3_1_16",
+          "3_1_16",
+          "3_1_17",
+          "3_1_17",
+          "3_1_18",
+          "3_1_18",
+          "3_1_19",
+          "3_1_19",
+          "3_1_20",
+          "3_1_20",
+          "3_1_21",
+          "3_1_21",
+          "3_1_22",
+          "3_1_22",
+          "3_1_23",
+          "3_1_23",
+          "3_1_24",
+          "3_1_24",
+          "3_1_25",
+          "3_1_25",
+          "3_1_26",
+          "3_1_26",
+          "3_1_27",
+          "3_1_27",
+          "3_1_28",
+          "3_1_28",
+          "3_1_29",
+          "3_1_29",
+          "3_1_30",
+          "3_1_30",
+          "3_1_31",
+          "3_1_31",
+          "3_1_32",
+          "3_1_32",
+          "3_1_33",
+          "3_1_33",
+          "3_1_34",
+          "3_1_34",
+          "3_1_35",
+          "3_1_35",
+          "3_1_36",
+          "3_1_36",
+          "3_1_37",
+          "3_1_37",
+          "3_1_38",
+          "3_1_38",
+          "3_1_39",
+          "3_1_39",
+          "3_1_40",
+          "3_1_40",
+          "3_1_41",
+          "3_1_41",
+          "3_1_42",
+          "3_1_42",
+          "3_1_43",
+          "3_1_43",
+          "3_1_44",
+          "3_1_44",
+          "3_1_45",
+          "3_1_45",
+          "3_1_46",
+          "3_1_46",
+          "3_1_47",
+          "3_1_47",
+          "3_1_48",
+          "3_1_48",
+          "3_1_49",
+          "3_1_49",
+          "3_1_50",
+          "3_1_50",
+          "3_1_51",
+          "3_1_51",
+          "3_1_52",
+          "3_1_52",
+          "3_1_53",
+          "3_1_53",
+          "3_1_55",
+          "3_1_55",
+          "3_1_56",
+          "3_1_56",
+          "3_1_57",
+          "3_1_57",
+          "3_1_58",
+          "3_1_58",
+          "3_1_59",
+          "3_1_59",
+          "3_1_60",
+          "3_1_60",
+          "3_1_61",
+          "3_1_61",
+          "3_1_62",
+          "3_1_62",
+          "3_1_63",
+          "3_1_63",
+          "3_1_64",
+          "3_1_64",
+          "3_1_65",
+          "3_1_65",
+          "3_1_66",
+          "3_1_66",
+          "3_1_67",
+          "3_1_67",
+          "3_1_68",
+          "3_1_68",
+          "3_1_69",
+          "3_1_69",
+          "3_1_70",
+          "3_1_70",
+          "3_1_71",
+          "3_1_71",
+          "3_1_72",
+          "3_1_72",
+          "3_1_73",
+          "3_1_73",
+          "3_1_74",
+          "3_1_74",
+          "3_1_75",
+          "3_1_75",
+          "3_1_76",
+          "3_1_76",
+          "3_1_77",
+          "3_1_77",
+          "3_1_78",
+          "3_1_78",
+          "3_1_79",
+          "3_1_79",
+          "3_1_80",
+          "3_1_80",
+          "3_1_81",
+          "3_1_81",
+          "3_1_82",
+          "3_1_82",
+          "3_1_83",
+          "3_1_83",
+          "3_1_84",
+          "3_1_84",
+          "3_1_85",
+          "3_1_85",
+          "3_1_86",
+          "3_1_86",
+          "3_1_87",
+          "3_1_87",
+          "3_1_88",
+          "3_1_88",
+          "3_1_89",
+          "3_1_89",
+          "3_1_91",
+          "3_1_91",
+          "3_1_92",
+          "3_1_92",
+          "3_1_93",
+          "3_1_93",
+          "3_1_94",
+          "3_1_94",
+          "3_1_95",
+          "3_1_95",
+          "3_1_96",
+          "3_1_96",
+          "3_1_97",
+          "3_1_97",
+          "3_1_99",
+          "3_1_99",
+          "3_1_100",
+          "3_1_100",
+          "3_2_1",
+          "3_2_1",
+          "3_2_2",
+          "3_2_2",
+          "3_2_3",
+          "3_2_3",
+          "3_2_4",
+          "3_2_4",
+          "3_2_5",
+          "3_2_5",
+          "3_2_6",
+          "3_2_6",
+          "3_2_7",
+          "3_2_7",
+          "3_2_8",
+          "3_2_8",
+          "3_2_9",
+          "3_2_9",
+          "3_2_10",
+          "3_2_10",
+          "3_2_11",
+          "3_2_11",
+          "3_2_12",
+          "3_2_12",
+          "3_2_13",
+          "3_2_13",
+          "3_2_14",
+          "3_2_14",
+          "3_2_15",
+          "3_2_15",
+          "3_2_16",
+          "3_2_16",
+          "3_2_17",
+          "3_2_17",
+          "3_2_18",
+          "3_2_18",
+          "3_2_19",
+          "3_2_19",
+          "3_2_20",
+          "3_2_20",
+          "3_2_21",
+          "3_2_21",
+          "3_2_22",
+          "3_2_22",
+          "3_2_23",
+          "3_2_23",
+          "3_2_24",
+          "3_2_24",
+          "3_2_25",
+          "3_2_25",
+          "3_2_26",
+          "3_2_26",
+          "3_2_27",
+          "3_2_27",
+          "3_2_28",
+          "3_2_28",
+          "3_2_29",
+          "3_2_29",
+          "3_2_30",
+          "3_2_30",
+          "3_2_31",
+          "3_2_31",
+          "3_2_33",
+          "3_2_33",
+          "3_2_34",
+          "3_2_34",
+          "3_2_35",
+          "3_2_35",
+          "3_2_36",
+          "3_2_36",
+          "3_2_37",
+          "3_2_37",
+          "3_2_38",
+          "3_2_38",
+          "3_2_39",
+          "3_2_39",
+          "3_2_40",
+          "3_2_40",
+          "3_2_41",
+          "3_2_41",
+          "3_2_42",
+          "3_2_42",
+          "3_2_43",
+          "3_2_43",
+          "3_2_44",
+          "3_2_44",
+          "3_2_45",
+          "3_2_45",
+          "3_2_46",
+          "3_2_46",
+          "3_2_47",
+          "3_2_47",
+          "3_2_48",
+          "3_2_48",
+          "3_2_49",
+          "3_2_49",
+          "3_2_50",
+          "3_2_50",
+          "3_2_51",
+          "3_2_51",
+          "3_2_52",
+          "3_2_52",
+          "3_2_53",
+          "3_2_53",
+          "3_2_54",
+          "3_2_54",
+          "3_2_55",
+          "3_2_55",
+          "3_2_56",
+          "3_2_56",
+          "3_2_57",
+          "3_2_57",
+          "3_2_58",
+          "3_2_58",
+          "3_2_59",
+          "3_2_59",
+          "3_2_60",
+          "3_2_60",
+          "3_2_61",
+          "3_2_61",
+          "3_2_62",
+          "3_2_62",
+          "3_2_63",
+          "3_2_63",
+          "3_2_64",
+          "3_2_64",
+          "3_2_65",
+          "3_2_65",
+          "3_2_66",
+          "3_2_66",
+          "3_2_67",
+          "3_2_67",
+          "3_2_68",
+          "3_2_68",
+          "3_2_69",
+          "3_2_69",
+          "3_2_70",
+          "3_2_70",
+          "3_2_71",
+          "3_2_71",
+          "3_2_72",
+          "3_2_72",
+          "3_2_73",
+          "3_2_73",
+          "3_2_74",
+          "3_2_74",
+          "3_2_75",
+          "3_2_75",
+          "3_2_76",
+          "3_2_76",
+          "3_2_77",
+          "3_2_77",
+          "3_2_78",
+          "3_2_78",
+          "3_2_79",
+          "3_2_79",
+          "3_2_80",
+          "3_2_80",
+          "3_2_81",
+          "3_2_81",
+          "3_2_82",
+          "3_2_82",
+          "3_2_83",
+          "3_2_83",
+          "3_2_84",
+          "3_2_84",
+          "3_2_85",
+          "3_2_85",
+          "3_2_86",
+          "3_2_86",
+          "3_2_87",
+          "3_2_87",
+          "3_2_88",
+          "3_2_88",
+          "3_2_89",
+          "3_2_89",
+          "3_2_90",
+          "3_2_90",
+          "3_2_91",
+          "3_2_91",
+          "3_2_92",
+          "3_2_92",
+          "3_2_93",
+          "3_2_93",
+          "3_2_94",
+          "3_2_94",
+          "3_2_95",
+          "3_2_95",
+          "3_2_96",
+          "3_2_96",
+          "3_2_97",
+          "3_2_97",
+          "3_2_98",
+          "3_2_98",
+          "3_2_99",
+          "3_2_99",
+          "3_2_100",
+          "3_2_100",
+          "4_1_1",
+          "4_1_1",
+          "4_1_2",
+          "4_1_2",
+          "4_1_3",
+          "4_1_3",
+          "4_1_4",
+          "4_1_4",
+          "4_1_5",
+          "4_1_5",
+          "4_1_6",
+          "4_1_6",
+          "4_1_7",
+          "4_1_7",
+          "4_1_8",
+          "4_1_8",
+          "4_1_9",
+          "4_1_9",
+          "4_1_10",
+          "4_1_10",
+          "4_1_11",
+          "4_1_11",
+          "4_1_12",
+          "4_1_12",
+          "4_1_14",
+          "4_1_14",
+          "4_1_15",
+          "4_1_15",
+          "4_1_16",
+          "4_1_16",
+          "4_1_17",
+          "4_1_17",
+          "4_1_18",
+          "4_1_18",
+          "4_1_19",
+          "4_1_19",
+          "4_1_20",
+          "4_1_20",
+          "4_1_21",
+          "4_1_21",
+          "4_1_22",
+          "4_1_22",
+          "4_1_23",
+          "4_1_23",
+          "4_1_24",
+          "4_1_24",
+          "4_1_25",
+          "4_1_25",
+          "4_1_26",
+          "4_1_26",
+          "4_1_27",
+          "4_1_27",
+          "4_1_28",
+          "4_1_28",
+          "4_1_29",
+          "4_1_29",
+          "4_1_30",
+          "4_1_30",
+          "4_1_31",
+          "4_1_31",
+          "4_1_33",
+          "4_1_33",
+          "4_1_34",
+          "4_1_34",
+          "4_1_35",
+          "4_1_35",
+          "4_1_36",
+          "4_1_36",
+          "4_1_37",
+          "4_1_37",
+          "4_1_38",
+          "4_1_38",
+          "4_1_39",
+          "4_1_39",
+          "4_1_41",
+          "4_1_41",
+          "4_1_42",
+          "4_1_42",
+          "4_1_43",
+          "4_1_43",
+          "4_1_44",
+          "4_1_44",
+          "4_1_45",
+          "4_1_45",
+          "4_1_46",
+          "4_1_46",
+          "4_1_47",
+          "4_1_47",
+          "4_1_48",
+          "4_1_48",
+          "4_1_49",
+          "4_1_49",
+          "4_1_50",
+          "4_1_50",
+          "4_1_51",
+          "4_1_51",
+          "4_1_52",
+          "4_1_52",
+          "4_1_53",
+          "4_1_53",
+          "4_1_54",
+          "4_1_54",
+          "4_1_55",
+          "4_1_55",
+          "4_1_56",
+          "4_1_56",
+          "4_1_57",
+          "4_1_57",
+          "4_1_58",
+          "4_1_58",
+          "4_1_59",
+          "4_1_59",
+          "4_1_60",
+          "4_1_60",
+          "4_1_61",
+          "4_1_61",
+          "4_1_62",
+          "4_1_62",
+          "4_1_63",
+          "4_1_63",
+          "4_1_64",
+          "4_1_64",
+          "4_1_65",
+          "4_1_65",
+          "4_1_66",
+          "4_1_66",
+          "4_1_67",
+          "4_1_67",
+          "4_1_68",
+          "4_1_68",
+          "4_1_69",
+          "4_1_69",
+          "4_1_70",
+          "4_1_70",
+          "4_1_71",
+          "4_1_71",
+          "4_1_72",
+          "4_1_72",
+          "4_1_73",
+          "4_1_73",
+          "4_1_74",
+          "4_1_74",
+          "4_1_75",
+          "4_1_75",
+          "4_1_76",
+          "4_1_76",
+          "4_1_77",
+          "4_1_77",
+          "4_1_78",
+          "4_1_78",
+          "4_1_79",
+          "4_1_79",
+          "4_1_80",
+          "4_1_80",
+          "4_1_81",
+          "4_1_81",
+          "4_1_82",
+          "4_1_82",
+          "4_1_83",
+          "4_1_83",
+          "4_1_84",
+          "4_1_84",
+          "4_1_85",
+          "4_1_85",
+          "4_1_86",
+          "4_1_86",
+          "4_1_87",
+          "4_1_87",
+          "4_1_88",
+          "4_1_88",
+          "4_1_89",
+          "4_1_89",
+          "4_1_90",
+          "4_1_90",
+          "4_1_92",
+          "4_1_92",
+          "4_1_93",
+          "4_1_93",
+          "4_1_94",
+          "4_1_94",
+          "4_1_95",
+          "4_1_95",
+          "4_1_96",
+          "4_1_96",
+          "4_1_97",
+          "4_1_97",
+          "4_1_98",
+          "4_1_98",
+          "4_1_99",
+          "4_1_99",
+          "4_1_100",
+          "4_1_100",
+          "4_2_1",
+          "4_2_1",
+          "4_2_2",
+          "4_2_2",
+          "4_2_3",
+          "4_2_3",
+          "4_2_4",
+          "4_2_4",
+          "4_2_5",
+          "4_2_5",
+          "4_2_6",
+          "4_2_6",
+          "4_2_7",
+          "4_2_7",
+          "4_2_8",
+          "4_2_8",
+          "4_2_9",
+          "4_2_9",
+          "4_2_10",
+          "4_2_10",
+          "4_2_11",
+          "4_2_11",
+          "4_2_13",
+          "4_2_13",
+          "4_2_14",
+          "4_2_14",
+          "4_2_15",
+          "4_2_15",
+          "4_2_16",
+          "4_2_16",
+          "4_2_17",
+          "4_2_17",
+          "4_2_18",
+          "4_2_18",
+          "4_2_19",
+          "4_2_19",
+          "4_2_20",
+          "4_2_20",
+          "4_2_21",
+          "4_2_21",
+          "4_2_22",
+          "4_2_22",
+          "4_2_23",
+          "4_2_23",
+          "4_2_24",
+          "4_2_24",
+          "4_2_25",
+          "4_2_25",
+          "4_2_26",
+          "4_2_26",
+          "4_2_27",
+          "4_2_27",
+          "4_2_28",
+          "4_2_28",
+          "4_2_30",
+          "4_2_30",
+          "4_2_31",
+          "4_2_31",
+          "4_2_32",
+          "4_2_32",
+          "4_2_33",
+          "4_2_33",
+          "4_2_34",
+          "4_2_34",
+          "4_2_35",
+          "4_2_35",
+          "4_2_36",
+          "4_2_36",
+          "4_2_37",
+          "4_2_37",
+          "4_2_38",
+          "4_2_38",
+          "4_2_39",
+          "4_2_39",
+          "4_2_40",
+          "4_2_40",
+          "4_2_41",
+          "4_2_41",
+          "4_2_42",
+          "4_2_42",
+          "4_2_43",
+          "4_2_43",
+          "4_2_44",
+          "4_2_44",
+          "4_2_45",
+          "4_2_45",
+          "4_2_46",
+          "4_2_46",
+          "4_2_47",
+          "4_2_47",
+          "4_2_48",
+          "4_2_48",
+          "4_2_49",
+          "4_2_49",
+          "4_2_50",
+          "4_2_50",
+          "4_2_51",
+          "4_2_51",
+          "4_2_52",
+          "4_2_52",
+          "4_2_53",
+          "4_2_53",
+          "4_2_54",
+          "4_2_54",
+          "4_2_55",
+          "4_2_55",
+          "4_2_56",
+          "4_2_56",
+          "4_2_57",
+          "4_2_57",
+          "4_2_58",
+          "4_2_58",
+          "4_2_59",
+          "4_2_59",
+          "4_2_60",
+          "4_2_60",
+          "4_2_61",
+          "4_2_61",
+          "4_2_62",
+          "4_2_62",
+          "4_2_63",
+          "4_2_63",
+          "4_2_64",
+          "4_2_64",
+          "4_2_65",
+          "4_2_65",
+          "4_2_66",
+          "4_2_66",
+          "4_2_67",
+          "4_2_67",
+          "4_2_68",
+          "4_2_68",
+          "4_2_69",
+          "4_2_69",
+          "4_2_70",
+          "4_2_70",
+          "4_2_71",
+          "4_2_71",
+          "4_2_72",
+          "4_2_72",
+          "4_2_73",
+          "4_2_73",
+          "4_2_74",
+          "4_2_74",
+          "4_2_76",
+          "4_2_76",
+          "4_2_77",
+          "4_2_77",
+          "4_2_78",
+          "4_2_78",
+          "4_2_79",
+          "4_2_79",
+          "4_2_80",
+          "4_2_80",
+          "4_2_81",
+          "4_2_81",
+          "4_2_82",
+          "4_2_82",
+          "4_2_83",
+          "4_2_83",
+          "4_2_84",
+          "4_2_84",
+          "4_2_85",
+          "4_2_85",
+          "4_2_86",
+          "4_2_86",
+          "4_2_87",
+          "4_2_87",
+          "4_2_88",
+          "4_2_88",
+          "4_2_89",
+          "4_2_89",
+          "4_2_90",
+          "4_2_90",
+          "4_2_91",
+          "4_2_91",
+          "4_2_92",
+          "4_2_92",
+          "4_2_93",
+          "4_2_93",
+          "4_2_94",
+          "4_2_94",
+          "4_2_95",
+          "4_2_95",
+          "4_2_96",
+          "4_2_96",
+          "4_2_97",
+          "4_2_97",
+          "4_2_98",
+          "4_2_98",
+          "4_2_99",
+          "4_2_99",
+          "4_2_100",
+          "4_2_100"
+         ],
+         "xaxis": "x",
+         "y": [
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.95,
+          239.95,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.95,
+          239.95,
+          238.97,
+          238.97,
+          239.39,
+          239.39,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          238.97,
+          238.97,
+          239.13,
+          239.13,
+          239.39,
+          239.39,
+          239.13,
+          239.13,
+          238.97
+         ],
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_2",
+          "1_1_3",
+          "1_1_3",
+          "1_1_4",
+          "1_1_4",
+          "1_1_5",
+          "1_1_5",
+          "1_1_6",
+          "1_1_6",
+          "1_1_7",
+          "1_1_7",
+          "1_1_8",
+          "1_1_8",
+          "1_1_9",
+          "1_1_9",
+          "1_1_10",
+          "1_1_10",
+          "1_1_11",
+          "1_1_11",
+          "1_1_12",
+          "1_1_12",
+          "1_1_13",
+          "1_1_13",
+          "1_1_14",
+          "1_1_14",
+          "1_1_15",
+          "1_1_15",
+          "1_1_16",
+          "1_1_16",
+          "1_1_17",
+          "1_1_17",
+          "1_1_18",
+          "1_1_18",
+          "1_1_19",
+          "1_1_19",
+          "1_1_20",
+          "1_1_20",
+          "1_1_21",
+          "1_1_21",
+          "1_1_22",
+          "1_1_22",
+          "1_1_23",
+          "1_1_23",
+          "1_1_24",
+          "1_1_24",
+          "1_1_25",
+          "1_1_25",
+          "1_1_26",
+          "1_1_26",
+          "1_1_27",
+          "1_1_27",
+          "1_1_28",
+          "1_1_28",
+          "1_1_29",
+          "1_1_29",
+          "1_1_30",
+          "1_1_30",
+          "1_1_31",
+          "1_1_31",
+          "1_1_32",
+          "1_1_32",
+          "1_1_33",
+          "1_1_33",
+          "1_1_34",
+          "1_1_34",
+          "1_1_35",
+          "1_1_35",
+          "1_1_36",
+          "1_1_36",
+          "1_1_37",
+          "1_1_37",
+          "1_1_38",
+          "1_1_38",
+          "1_1_39",
+          "1_1_39",
+          "1_1_40",
+          "1_1_40",
+          "1_1_41",
+          "1_1_41",
+          "1_1_42",
+          "1_1_42",
+          "1_1_43",
+          "1_1_43",
+          "1_1_44",
+          "1_1_44",
+          "1_1_45",
+          "1_1_45",
+          "1_1_46",
+          "1_1_46",
+          "1_1_47",
+          "1_1_47",
+          "1_1_48",
+          "1_1_48",
+          "1_1_49",
+          "1_1_49",
+          "1_1_50",
+          "1_1_50",
+          "1_1_51",
+          "1_1_51",
+          "1_1_52",
+          "1_1_52",
+          "1_1_53",
+          "1_1_53",
+          "1_1_54",
+          "1_1_54",
+          "1_1_55",
+          "1_1_55",
+          "1_1_56",
+          "1_1_56",
+          "1_1_57",
+          "1_1_57",
+          "1_1_58",
+          "1_1_58",
+          "1_1_59",
+          "1_1_59",
+          "1_1_60",
+          "1_1_60",
+          "1_1_61",
+          "1_1_61",
+          "1_1_62",
+          "1_1_62",
+          "1_1_63",
+          "1_1_63",
+          "1_1_64",
+          "1_1_64",
+          "1_1_65",
+          "1_1_65",
+          "1_1_66",
+          "1_1_66",
+          "1_1_67",
+          "1_1_67",
+          "1_1_68",
+          "1_1_68",
+          "1_1_69",
+          "1_1_69",
+          "1_1_70",
+          "1_1_70",
+          "1_1_71",
+          "1_1_71",
+          "1_1_72",
+          "1_1_72",
+          "1_1_73",
+          "1_1_73",
+          "1_1_74",
+          "1_1_74",
+          "1_1_75",
+          "1_1_75",
+          "1_1_76",
+          "1_1_76",
+          "1_1_77",
+          "1_1_77",
+          "1_1_78",
+          "1_1_78",
+          "1_1_79",
+          "1_1_79",
+          "1_1_80",
+          "1_1_80",
+          "1_1_81",
+          "1_1_81",
+          "1_1_82",
+          "1_1_82",
+          "1_1_83",
+          "1_1_83",
+          "1_1_84",
+          "1_1_84",
+          "1_1_85",
+          "1_1_85",
+          "1_1_86",
+          "1_1_86",
+          "1_1_87",
+          "1_1_87",
+          "1_1_88",
+          "1_1_88",
+          "1_1_89",
+          "1_1_89",
+          "1_1_90",
+          "1_1_90",
+          "1_1_91",
+          "1_1_91",
+          "1_1_92",
+          "1_1_92",
+          "1_1_93",
+          "1_1_93",
+          "1_1_94",
+          "1_1_94",
+          "1_1_95",
+          "1_1_95",
+          "1_1_96",
+          "1_1_96",
+          "1_1_97",
+          "1_1_97",
+          "1_1_98",
+          "1_1_98",
+          "1_1_99",
+          "1_1_99",
+          "1_1_100",
+          "1_1_100",
+          "1_2_1",
+          "1_2_1",
+          "1_2_2",
+          "1_2_2",
+          "1_2_3",
+          "1_2_3",
+          "1_2_4",
+          "1_2_4",
+          "1_2_5",
+          "1_2_5",
+          "1_2_6",
+          "1_2_6",
+          "1_2_7",
+          "1_2_7",
+          "1_2_8",
+          "1_2_8",
+          "1_2_9",
+          "1_2_9",
+          "1_2_10",
+          "1_2_10",
+          "1_2_11",
+          "1_2_11",
+          "1_2_12",
+          "1_2_12",
+          "1_2_13",
+          "1_2_13",
+          "1_2_14",
+          "1_2_14",
+          "1_2_15",
+          "1_2_15",
+          "1_2_16",
+          "1_2_16",
+          "1_2_17",
+          "1_2_17",
+          "1_2_18",
+          "1_2_18",
+          "1_2_19",
+          "1_2_19",
+          "1_2_20",
+          "1_2_20",
+          "1_2_21",
+          "1_2_21",
+          "1_2_22",
+          "1_2_22",
+          "1_2_23",
+          "1_2_23",
+          "1_2_24",
+          "1_2_24",
+          "1_2_25",
+          "1_2_25",
+          "1_2_26",
+          "1_2_26",
+          "1_2_27",
+          "1_2_27",
+          "1_2_28",
+          "1_2_28",
+          "1_2_29",
+          "1_2_29",
+          "1_2_32",
+          "1_2_32",
+          "1_2_33",
+          "1_2_33",
+          "1_2_34",
+          "1_2_34",
+          "1_2_35",
+          "1_2_35",
+          "1_2_36",
+          "1_2_36",
+          "1_2_37",
+          "1_2_37",
+          "1_2_38",
+          "1_2_38",
+          "1_2_39",
+          "1_2_39",
+          "1_2_40",
+          "1_2_40",
+          "1_2_41",
+          "1_2_41",
+          "1_2_42",
+          "1_2_42",
+          "1_2_43",
+          "1_2_43",
+          "1_2_44",
+          "1_2_44",
+          "1_2_45",
+          "1_2_45",
+          "1_2_46",
+          "1_2_46",
+          "1_2_47",
+          "1_2_47",
+          "1_2_48",
+          "1_2_48",
+          "1_2_49",
+          "1_2_49",
+          "1_2_50",
+          "1_2_50",
+          "1_2_51",
+          "1_2_51",
+          "1_2_52",
+          "1_2_52",
+          "1_2_53",
+          "1_2_53",
+          "1_2_54",
+          "1_2_54",
+          "1_2_55",
+          "1_2_55",
+          "1_2_56",
+          "1_2_56",
+          "1_2_57",
+          "1_2_57",
+          "1_2_58",
+          "1_2_58",
+          "1_2_59",
+          "1_2_59",
+          "1_2_60",
+          "1_2_60",
+          "1_2_61",
+          "1_2_61",
+          "1_2_62",
+          "1_2_62",
+          "1_2_63",
+          "1_2_63",
+          "1_2_64",
+          "1_2_64",
+          "1_2_65",
+          "1_2_65",
+          "1_2_66",
+          "1_2_66",
+          "1_2_67",
+          "1_2_67",
+          "1_2_68",
+          "1_2_68",
+          "1_2_69",
+          "1_2_69",
+          "1_2_70",
+          "1_2_70",
+          "1_2_71",
+          "1_2_71",
+          "1_2_72",
+          "1_2_72",
+          "1_2_73",
+          "1_2_73",
+          "1_2_74",
+          "1_2_74",
+          "1_2_75",
+          "1_2_75",
+          "1_2_76",
+          "1_2_76",
+          "1_2_77",
+          "1_2_77",
+          "1_2_78",
+          "1_2_78",
+          "1_2_79",
+          "1_2_79",
+          "1_2_80",
+          "1_2_80",
+          "1_2_81",
+          "1_2_81",
+          "1_2_83",
+          "1_2_83",
+          "1_2_84",
+          "1_2_84",
+          "1_2_85",
+          "1_2_85",
+          "1_2_86",
+          "1_2_86",
+          "1_2_87",
+          "1_2_87",
+          "1_2_88",
+          "1_2_88",
+          "1_2_89",
+          "1_2_89",
+          "1_2_90",
+          "1_2_90",
+          "1_2_91",
+          "1_2_91",
+          "1_2_92",
+          "1_2_92",
+          "1_2_93",
+          "1_2_93",
+          "1_2_94",
+          "1_2_94",
+          "1_2_95",
+          "1_2_95",
+          "1_2_96",
+          "1_2_96",
+          "1_2_97",
+          "1_2_97",
+          "1_2_98",
+          "1_2_98",
+          "1_2_99",
+          "1_2_99",
+          "1_2_100",
+          "1_2_100",
+          "2_1_1",
+          "2_1_1",
+          "2_1_2",
+          "2_1_2",
+          "2_1_3",
+          "2_1_3",
+          "2_1_4",
+          "2_1_4",
+          "2_1_5",
+          "2_1_5",
+          "2_1_6",
+          "2_1_6",
+          "2_1_7",
+          "2_1_7",
+          "2_1_8",
+          "2_1_8",
+          "2_1_9",
+          "2_1_9",
+          "2_1_10",
+          "2_1_10",
+          "2_1_11",
+          "2_1_11",
+          "2_1_12",
+          "2_1_12",
+          "2_1_13",
+          "2_1_13",
+          "2_1_14",
+          "2_1_14",
+          "2_1_15",
+          "2_1_15",
+          "2_1_16",
+          "2_1_16",
+          "2_1_17",
+          "2_1_17",
+          "2_1_18",
+          "2_1_18",
+          "2_1_19",
+          "2_1_19",
+          "2_1_20",
+          "2_1_20",
+          "2_1_21",
+          "2_1_21",
+          "2_1_22",
+          "2_1_22",
+          "2_1_23",
+          "2_1_23",
+          "2_1_24",
+          "2_1_24",
+          "2_1_25",
+          "2_1_25",
+          "2_1_26",
+          "2_1_26",
+          "2_1_27",
+          "2_1_27",
+          "2_1_28",
+          "2_1_28",
+          "2_1_29",
+          "2_1_29",
+          "2_1_30",
+          "2_1_30",
+          "2_1_31",
+          "2_1_31",
+          "2_1_32",
+          "2_1_32",
+          "2_1_33",
+          "2_1_33",
+          "2_1_34",
+          "2_1_34",
+          "2_1_35",
+          "2_1_35",
+          "2_1_36",
+          "2_1_36",
+          "2_1_37",
+          "2_1_37",
+          "2_1_38",
+          "2_1_38",
+          "2_1_39",
+          "2_1_39",
+          "2_1_40",
+          "2_1_40",
+          "2_1_41",
+          "2_1_41",
+          "2_1_42",
+          "2_1_42",
+          "2_1_43",
+          "2_1_43",
+          "2_1_44",
+          "2_1_44",
+          "2_1_45",
+          "2_1_45",
+          "2_1_46",
+          "2_1_46",
+          "2_1_47",
+          "2_1_47",
+          "2_1_48",
+          "2_1_48",
+          "2_1_49",
+          "2_1_49",
+          "2_1_50",
+          "2_1_50",
+          "2_1_51",
+          "2_1_51",
+          "2_1_52",
+          "2_1_52",
+          "2_1_53",
+          "2_1_53",
+          "2_1_54",
+          "2_1_54",
+          "2_1_55",
+          "2_1_55",
+          "2_1_56",
+          "2_1_56",
+          "2_1_57",
+          "2_1_57",
+          "2_1_58",
+          "2_1_58",
+          "2_1_59",
+          "2_1_59",
+          "2_1_60",
+          "2_1_60",
+          "2_1_61",
+          "2_1_61",
+          "2_1_62",
+          "2_1_62",
+          "2_1_63",
+          "2_1_63",
+          "2_1_64",
+          "2_1_64",
+          "2_1_65",
+          "2_1_65",
+          "2_1_66",
+          "2_1_66",
+          "2_1_67",
+          "2_1_67",
+          "2_1_68",
+          "2_1_68",
+          "2_1_69",
+          "2_1_69",
+          "2_1_70",
+          "2_1_70",
+          "2_1_71",
+          "2_1_71",
+          "2_1_72",
+          "2_1_72",
+          "2_1_73",
+          "2_1_73",
+          "2_1_74",
+          "2_1_74",
+          "2_1_75",
+          "2_1_75",
+          "2_1_76",
+          "2_1_76",
+          "2_1_77",
+          "2_1_77",
+          "2_1_78",
+          "2_1_78",
+          "2_1_79",
+          "2_1_79",
+          "2_1_80",
+          "2_1_80",
+          "2_1_81",
+          "2_1_81",
+          "2_1_82",
+          "2_1_82",
+          "2_1_83",
+          "2_1_83",
+          "2_1_84",
+          "2_1_84",
+          "2_1_85",
+          "2_1_85",
+          "2_1_86",
+          "2_1_86",
+          "2_1_87",
+          "2_1_87",
+          "2_1_88",
+          "2_1_88",
+          "2_1_89",
+          "2_1_89",
+          "2_1_90",
+          "2_1_90",
+          "2_1_91",
+          "2_1_91",
+          "2_1_92",
+          "2_1_92",
+          "2_1_93",
+          "2_1_93",
+          "2_1_94",
+          "2_1_94",
+          "2_1_95",
+          "2_1_95",
+          "2_1_96",
+          "2_1_96",
+          "2_1_97",
+          "2_1_97",
+          "2_1_98",
+          "2_1_98",
+          "2_1_99",
+          "2_1_99",
+          "2_1_100",
+          "2_1_100",
+          "2_2_1",
+          "2_2_1",
+          "2_2_2",
+          "2_2_2",
+          "2_2_3",
+          "2_2_3",
+          "2_2_4",
+          "2_2_4",
+          "2_2_5",
+          "2_2_5",
+          "2_2_6",
+          "2_2_6",
+          "2_2_7",
+          "2_2_7",
+          "2_2_8",
+          "2_2_8",
+          "2_2_9",
+          "2_2_9",
+          "2_2_10",
+          "2_2_10",
+          "2_2_11",
+          "2_2_11",
+          "2_2_12",
+          "2_2_12",
+          "2_2_13",
+          "2_2_13",
+          "2_2_14",
+          "2_2_14",
+          "2_2_15",
+          "2_2_15",
+          "2_2_16",
+          "2_2_16",
+          "2_2_17",
+          "2_2_17",
+          "2_2_18",
+          "2_2_18",
+          "2_2_19",
+          "2_2_19",
+          "2_2_20",
+          "2_2_20",
+          "2_2_21",
+          "2_2_21",
+          "2_2_22",
+          "2_2_22",
+          "2_2_23",
+          "2_2_23",
+          "2_2_25",
+          "2_2_25",
+          "2_2_26",
+          "2_2_26",
+          "2_2_27",
+          "2_2_27",
+          "2_2_28",
+          "2_2_28",
+          "2_2_29",
+          "2_2_29",
+          "2_2_30",
+          "2_2_30",
+          "2_2_31",
+          "2_2_31",
+          "2_2_32",
+          "2_2_32",
+          "2_2_33",
+          "2_2_33",
+          "2_2_34",
+          "2_2_34",
+          "2_2_35",
+          "2_2_35",
+          "2_2_36",
+          "2_2_36",
+          "2_2_37",
+          "2_2_37",
+          "2_2_38",
+          "2_2_38",
+          "2_2_39",
+          "2_2_39",
+          "2_2_40",
+          "2_2_40",
+          "2_2_41",
+          "2_2_41",
+          "2_2_42",
+          "2_2_42",
+          "2_2_43",
+          "2_2_43",
+          "2_2_44",
+          "2_2_44",
+          "2_2_45",
+          "2_2_45",
+          "2_2_46",
+          "2_2_46",
+          "2_2_47",
+          "2_2_47",
+          "2_2_48",
+          "2_2_48",
+          "2_2_49",
+          "2_2_49",
+          "2_2_50",
+          "2_2_50",
+          "2_2_51",
+          "2_2_51",
+          "2_2_52",
+          "2_2_52",
+          "2_2_53",
+          "2_2_53",
+          "2_2_54",
+          "2_2_54",
+          "2_2_55",
+          "2_2_55",
+          "2_2_56",
+          "2_2_56",
+          "2_2_57",
+          "2_2_57",
+          "2_2_58",
+          "2_2_58",
+          "2_2_59",
+          "2_2_59",
+          "2_2_60",
+          "2_2_60",
+          "2_2_61",
+          "2_2_61",
+          "2_2_62",
+          "2_2_62",
+          "2_2_63",
+          "2_2_63",
+          "2_2_64",
+          "2_2_64",
+          "2_2_65",
+          "2_2_65",
+          "2_2_66",
+          "2_2_66",
+          "2_2_67",
+          "2_2_67",
+          "2_2_68",
+          "2_2_68",
+          "2_2_69",
+          "2_2_69",
+          "2_2_70",
+          "2_2_70",
+          "2_2_71",
+          "2_2_71",
+          "2_2_72",
+          "2_2_72",
+          "2_2_73",
+          "2_2_73",
+          "2_2_75",
+          "2_2_75",
+          "2_2_76",
+          "2_2_76",
+          "2_2_77",
+          "2_2_77",
+          "2_2_79",
+          "2_2_79",
+          "2_2_80",
+          "2_2_80",
+          "2_2_81",
+          "2_2_81",
+          "2_2_82",
+          "2_2_82",
+          "2_2_83",
+          "2_2_83",
+          "2_2_84",
+          "2_2_84",
+          "2_2_85",
+          "2_2_85",
+          "2_2_86",
+          "2_2_86",
+          "2_2_87",
+          "2_2_87",
+          "2_2_88",
+          "2_2_88",
+          "2_2_89",
+          "2_2_89",
+          "2_2_90",
+          "2_2_90",
+          "2_2_91",
+          "2_2_91",
+          "2_2_92",
+          "2_2_92",
+          "2_2_93",
+          "2_2_93",
+          "2_2_94",
+          "2_2_94",
+          "2_2_95",
+          "2_2_95",
+          "2_2_96",
+          "2_2_96",
+          "2_2_97",
+          "2_2_97",
+          "2_2_98",
+          "2_2_98",
+          "2_2_99",
+          "2_2_99",
+          "2_2_100",
+          "2_2_100",
+          "3_1_1",
+          "3_1_1",
+          "3_1_2",
+          "3_1_2",
+          "3_1_3",
+          "3_1_3",
+          "3_1_4",
+          "3_1_4",
+          "3_1_5",
+          "3_1_5",
+          "3_1_6",
+          "3_1_6",
+          "3_1_7",
+          "3_1_7",
+          "3_1_8",
+          "3_1_8",
+          "3_1_9",
+          "3_1_9",
+          "3_1_10",
+          "3_1_10",
+          "3_1_11",
+          "3_1_11",
+          "3_1_12",
+          "3_1_12",
+          "3_1_13",
+          "3_1_13",
+          "3_1_14",
+          "3_1_14",
+          "3_1_15",
+          "3_1_15",
+          "3_1_16",
+          "3_1_16",
+          "3_1_17",
+          "3_1_17",
+          "3_1_18",
+          "3_1_18",
+          "3_1_19",
+          "3_1_19",
+          "3_1_20",
+          "3_1_20",
+          "3_1_21",
+          "3_1_21",
+          "3_1_22",
+          "3_1_22",
+          "3_1_23",
+          "3_1_23",
+          "3_1_24",
+          "3_1_24",
+          "3_1_25",
+          "3_1_25",
+          "3_1_26",
+          "3_1_26",
+          "3_1_27",
+          "3_1_27",
+          "3_1_28",
+          "3_1_28",
+          "3_1_29",
+          "3_1_29",
+          "3_1_30",
+          "3_1_30",
+          "3_1_31",
+          "3_1_31",
+          "3_1_32",
+          "3_1_32",
+          "3_1_33",
+          "3_1_33",
+          "3_1_34",
+          "3_1_34",
+          "3_1_35",
+          "3_1_35",
+          "3_1_36",
+          "3_1_36",
+          "3_1_37",
+          "3_1_37",
+          "3_1_38",
+          "3_1_38",
+          "3_1_39",
+          "3_1_39",
+          "3_1_40",
+          "3_1_40",
+          "3_1_41",
+          "3_1_41",
+          "3_1_42",
+          "3_1_42",
+          "3_1_43",
+          "3_1_43",
+          "3_1_44",
+          "3_1_44",
+          "3_1_45",
+          "3_1_45",
+          "3_1_46",
+          "3_1_46",
+          "3_1_47",
+          "3_1_47",
+          "3_1_48",
+          "3_1_48",
+          "3_1_49",
+          "3_1_49",
+          "3_1_50",
+          "3_1_50",
+          "3_1_51",
+          "3_1_51",
+          "3_1_52",
+          "3_1_52",
+          "3_1_53",
+          "3_1_53",
+          "3_1_55",
+          "3_1_55",
+          "3_1_56",
+          "3_1_56",
+          "3_1_57",
+          "3_1_57",
+          "3_1_58",
+          "3_1_58",
+          "3_1_59",
+          "3_1_59",
+          "3_1_60",
+          "3_1_60",
+          "3_1_61",
+          "3_1_61",
+          "3_1_62",
+          "3_1_62",
+          "3_1_63",
+          "3_1_63",
+          "3_1_64",
+          "3_1_64",
+          "3_1_65",
+          "3_1_65",
+          "3_1_66",
+          "3_1_66",
+          "3_1_67",
+          "3_1_67",
+          "3_1_68",
+          "3_1_68",
+          "3_1_69",
+          "3_1_69",
+          "3_1_70",
+          "3_1_70",
+          "3_1_71",
+          "3_1_71",
+          "3_1_72",
+          "3_1_72",
+          "3_1_73",
+          "3_1_73",
+          "3_1_74",
+          "3_1_74",
+          "3_1_75",
+          "3_1_75",
+          "3_1_76",
+          "3_1_76",
+          "3_1_77",
+          "3_1_77",
+          "3_1_78",
+          "3_1_78",
+          "3_1_79",
+          "3_1_79",
+          "3_1_80",
+          "3_1_80",
+          "3_1_81",
+          "3_1_81",
+          "3_1_82",
+          "3_1_82",
+          "3_1_83",
+          "3_1_83",
+          "3_1_84",
+          "3_1_84",
+          "3_1_85",
+          "3_1_85",
+          "3_1_86",
+          "3_1_86",
+          "3_1_87",
+          "3_1_87",
+          "3_1_88",
+          "3_1_88",
+          "3_1_89",
+          "3_1_89",
+          "3_1_91",
+          "3_1_91",
+          "3_1_92",
+          "3_1_92",
+          "3_1_93",
+          "3_1_93",
+          "3_1_94",
+          "3_1_94",
+          "3_1_95",
+          "3_1_95",
+          "3_1_96",
+          "3_1_96",
+          "3_1_97",
+          "3_1_97",
+          "3_1_99",
+          "3_1_99",
+          "3_1_100",
+          "3_1_100",
+          "3_2_1",
+          "3_2_1",
+          "3_2_2",
+          "3_2_2",
+          "3_2_3",
+          "3_2_3",
+          "3_2_4",
+          "3_2_4",
+          "3_2_5",
+          "3_2_5",
+          "3_2_6",
+          "3_2_6",
+          "3_2_7",
+          "3_2_7",
+          "3_2_8",
+          "3_2_8",
+          "3_2_9",
+          "3_2_9",
+          "3_2_10",
+          "3_2_10",
+          "3_2_11",
+          "3_2_11",
+          "3_2_12",
+          "3_2_12",
+          "3_2_13",
+          "3_2_13",
+          "3_2_14",
+          "3_2_14",
+          "3_2_15",
+          "3_2_15",
+          "3_2_16",
+          "3_2_16",
+          "3_2_17",
+          "3_2_17",
+          "3_2_18",
+          "3_2_18",
+          "3_2_19",
+          "3_2_19",
+          "3_2_20",
+          "3_2_20",
+          "3_2_21",
+          "3_2_21",
+          "3_2_22",
+          "3_2_22",
+          "3_2_23",
+          "3_2_23",
+          "3_2_24",
+          "3_2_24",
+          "3_2_25",
+          "3_2_25",
+          "3_2_26",
+          "3_2_26",
+          "3_2_27",
+          "3_2_27",
+          "3_2_28",
+          "3_2_28",
+          "3_2_29",
+          "3_2_29",
+          "3_2_30",
+          "3_2_30",
+          "3_2_31",
+          "3_2_31",
+          "3_2_33",
+          "3_2_33",
+          "3_2_34",
+          "3_2_34",
+          "3_2_35",
+          "3_2_35",
+          "3_2_36",
+          "3_2_36",
+          "3_2_37",
+          "3_2_37",
+          "3_2_38",
+          "3_2_38",
+          "3_2_39",
+          "3_2_39",
+          "3_2_40",
+          "3_2_40",
+          "3_2_41",
+          "3_2_41",
+          "3_2_42",
+          "3_2_42",
+          "3_2_43",
+          "3_2_43",
+          "3_2_44",
+          "3_2_44",
+          "3_2_45",
+          "3_2_45",
+          "3_2_46",
+          "3_2_46",
+          "3_2_47",
+          "3_2_47",
+          "3_2_48",
+          "3_2_48",
+          "3_2_49",
+          "3_2_49",
+          "3_2_50",
+          "3_2_50",
+          "3_2_51",
+          "3_2_51",
+          "3_2_52",
+          "3_2_52",
+          "3_2_53",
+          "3_2_53",
+          "3_2_54",
+          "3_2_54",
+          "3_2_55",
+          "3_2_55",
+          "3_2_56",
+          "3_2_56",
+          "3_2_57",
+          "3_2_57",
+          "3_2_58",
+          "3_2_58",
+          "3_2_59",
+          "3_2_59",
+          "3_2_60",
+          "3_2_60",
+          "3_2_61",
+          "3_2_61",
+          "3_2_62",
+          "3_2_62",
+          "3_2_63",
+          "3_2_63",
+          "3_2_64",
+          "3_2_64",
+          "3_2_65",
+          "3_2_65",
+          "3_2_66",
+          "3_2_66",
+          "3_2_67",
+          "3_2_67",
+          "3_2_68",
+          "3_2_68",
+          "3_2_69",
+          "3_2_69",
+          "3_2_70",
+          "3_2_70",
+          "3_2_71",
+          "3_2_71",
+          "3_2_72",
+          "3_2_72",
+          "3_2_73",
+          "3_2_73",
+          "3_2_74",
+          "3_2_74",
+          "3_2_75",
+          "3_2_75",
+          "3_2_76",
+          "3_2_76",
+          "3_2_77",
+          "3_2_77",
+          "3_2_78",
+          "3_2_78",
+          "3_2_79",
+          "3_2_79",
+          "3_2_80",
+          "3_2_80",
+          "3_2_81",
+          "3_2_81",
+          "3_2_82",
+          "3_2_82",
+          "3_2_83",
+          "3_2_83",
+          "3_2_84",
+          "3_2_84",
+          "3_2_85",
+          "3_2_85",
+          "3_2_86",
+          "3_2_86",
+          "3_2_87",
+          "3_2_87",
+          "3_2_88",
+          "3_2_88",
+          "3_2_89",
+          "3_2_89",
+          "3_2_90",
+          "3_2_90",
+          "3_2_91",
+          "3_2_91",
+          "3_2_92",
+          "3_2_92",
+          "3_2_93",
+          "3_2_93",
+          "3_2_94",
+          "3_2_94",
+          "3_2_95",
+          "3_2_95",
+          "3_2_96",
+          "3_2_96",
+          "3_2_97",
+          "3_2_97",
+          "3_2_98",
+          "3_2_98",
+          "3_2_99",
+          "3_2_99",
+          "3_2_100",
+          "3_2_100",
+          "4_1_1",
+          "4_1_1",
+          "4_1_2",
+          "4_1_2",
+          "4_1_3",
+          "4_1_3",
+          "4_1_4",
+          "4_1_4",
+          "4_1_5",
+          "4_1_5",
+          "4_1_6",
+          "4_1_6",
+          "4_1_7",
+          "4_1_7",
+          "4_1_8",
+          "4_1_8",
+          "4_1_9",
+          "4_1_9",
+          "4_1_10",
+          "4_1_10",
+          "4_1_11",
+          "4_1_11",
+          "4_1_12",
+          "4_1_12",
+          "4_1_14",
+          "4_1_14",
+          "4_1_15",
+          "4_1_15",
+          "4_1_16",
+          "4_1_16",
+          "4_1_17",
+          "4_1_17",
+          "4_1_18",
+          "4_1_18",
+          "4_1_19",
+          "4_1_19",
+          "4_1_20",
+          "4_1_20",
+          "4_1_21",
+          "4_1_21",
+          "4_1_22",
+          "4_1_22",
+          "4_1_23",
+          "4_1_23",
+          "4_1_24",
+          "4_1_24",
+          "4_1_25",
+          "4_1_25",
+          "4_1_26",
+          "4_1_26",
+          "4_1_27",
+          "4_1_27",
+          "4_1_28",
+          "4_1_28",
+          "4_1_29",
+          "4_1_29",
+          "4_1_30",
+          "4_1_30",
+          "4_1_31",
+          "4_1_31",
+          "4_1_33",
+          "4_1_33",
+          "4_1_34",
+          "4_1_34",
+          "4_1_35",
+          "4_1_35",
+          "4_1_36",
+          "4_1_36",
+          "4_1_37",
+          "4_1_37",
+          "4_1_38",
+          "4_1_38",
+          "4_1_39",
+          "4_1_39",
+          "4_1_41",
+          "4_1_41",
+          "4_1_42",
+          "4_1_42",
+          "4_1_43",
+          "4_1_43",
+          "4_1_44",
+          "4_1_44",
+          "4_1_45",
+          "4_1_45",
+          "4_1_46",
+          "4_1_46",
+          "4_1_47",
+          "4_1_47",
+          "4_1_48",
+          "4_1_48",
+          "4_1_49",
+          "4_1_49",
+          "4_1_50",
+          "4_1_50",
+          "4_1_51",
+          "4_1_51",
+          "4_1_52",
+          "4_1_52",
+          "4_1_53",
+          "4_1_53",
+          "4_1_54",
+          "4_1_54",
+          "4_1_55",
+          "4_1_55",
+          "4_1_56",
+          "4_1_56",
+          "4_1_57",
+          "4_1_57",
+          "4_1_58",
+          "4_1_58",
+          "4_1_59",
+          "4_1_59",
+          "4_1_60",
+          "4_1_60",
+          "4_1_61",
+          "4_1_61",
+          "4_1_62",
+          "4_1_62",
+          "4_1_63",
+          "4_1_63",
+          "4_1_64",
+          "4_1_64",
+          "4_1_65",
+          "4_1_65",
+          "4_1_66",
+          "4_1_66",
+          "4_1_67",
+          "4_1_67",
+          "4_1_68",
+          "4_1_68",
+          "4_1_69",
+          "4_1_69",
+          "4_1_70",
+          "4_1_70",
+          "4_1_71",
+          "4_1_71",
+          "4_1_72",
+          "4_1_72",
+          "4_1_73",
+          "4_1_73",
+          "4_1_74",
+          "4_1_74",
+          "4_1_75",
+          "4_1_75",
+          "4_1_76",
+          "4_1_76",
+          "4_1_77",
+          "4_1_77",
+          "4_1_78",
+          "4_1_78",
+          "4_1_79",
+          "4_1_79",
+          "4_1_80",
+          "4_1_80",
+          "4_1_81",
+          "4_1_81",
+          "4_1_82",
+          "4_1_82",
+          "4_1_83",
+          "4_1_83",
+          "4_1_84",
+          "4_1_84",
+          "4_1_85",
+          "4_1_85",
+          "4_1_86",
+          "4_1_86",
+          "4_1_87",
+          "4_1_87",
+          "4_1_88",
+          "4_1_88",
+          "4_1_89",
+          "4_1_89",
+          "4_1_90",
+          "4_1_90",
+          "4_1_92",
+          "4_1_92",
+          "4_1_93",
+          "4_1_93",
+          "4_1_94",
+          "4_1_94",
+          "4_1_95",
+          "4_1_95",
+          "4_1_96",
+          "4_1_96",
+          "4_1_97",
+          "4_1_97",
+          "4_1_98",
+          "4_1_98",
+          "4_1_99",
+          "4_1_99",
+          "4_1_100",
+          "4_1_100",
+          "4_2_1",
+          "4_2_1",
+          "4_2_2",
+          "4_2_2",
+          "4_2_3",
+          "4_2_3",
+          "4_2_4",
+          "4_2_4",
+          "4_2_5",
+          "4_2_5",
+          "4_2_6",
+          "4_2_6",
+          "4_2_7",
+          "4_2_7",
+          "4_2_8",
+          "4_2_8",
+          "4_2_9",
+          "4_2_9",
+          "4_2_10",
+          "4_2_10",
+          "4_2_11",
+          "4_2_11",
+          "4_2_13",
+          "4_2_13",
+          "4_2_14",
+          "4_2_14",
+          "4_2_15",
+          "4_2_15",
+          "4_2_16",
+          "4_2_16",
+          "4_2_17",
+          "4_2_17",
+          "4_2_18",
+          "4_2_18",
+          "4_2_19",
+          "4_2_19",
+          "4_2_20",
+          "4_2_20",
+          "4_2_21",
+          "4_2_21",
+          "4_2_22",
+          "4_2_22",
+          "4_2_23",
+          "4_2_23",
+          "4_2_24",
+          "4_2_24",
+          "4_2_25",
+          "4_2_25",
+          "4_2_26",
+          "4_2_26",
+          "4_2_27",
+          "4_2_27",
+          "4_2_28",
+          "4_2_28",
+          "4_2_30",
+          "4_2_30",
+          "4_2_31",
+          "4_2_31",
+          "4_2_32",
+          "4_2_32",
+          "4_2_33",
+          "4_2_33",
+          "4_2_34",
+          "4_2_34",
+          "4_2_35",
+          "4_2_35",
+          "4_2_36",
+          "4_2_36",
+          "4_2_37",
+          "4_2_37",
+          "4_2_38",
+          "4_2_38",
+          "4_2_39",
+          "4_2_39",
+          "4_2_40",
+          "4_2_40",
+          "4_2_41",
+          "4_2_41",
+          "4_2_42",
+          "4_2_42",
+          "4_2_43",
+          "4_2_43",
+          "4_2_44",
+          "4_2_44",
+          "4_2_45",
+          "4_2_45",
+          "4_2_46",
+          "4_2_46",
+          "4_2_47",
+          "4_2_47",
+          "4_2_48",
+          "4_2_48",
+          "4_2_49",
+          "4_2_49",
+          "4_2_50",
+          "4_2_50",
+          "4_2_51",
+          "4_2_51",
+          "4_2_52",
+          "4_2_52",
+          "4_2_53",
+          "4_2_53",
+          "4_2_54",
+          "4_2_54",
+          "4_2_55",
+          "4_2_55",
+          "4_2_56",
+          "4_2_56",
+          "4_2_57",
+          "4_2_57",
+          "4_2_58",
+          "4_2_58",
+          "4_2_59",
+          "4_2_59",
+          "4_2_60",
+          "4_2_60",
+          "4_2_61",
+          "4_2_61",
+          "4_2_62",
+          "4_2_62",
+          "4_2_63",
+          "4_2_63",
+          "4_2_64",
+          "4_2_64",
+          "4_2_65",
+          "4_2_65",
+          "4_2_66",
+          "4_2_66",
+          "4_2_67",
+          "4_2_67",
+          "4_2_68",
+          "4_2_68",
+          "4_2_69",
+          "4_2_69",
+          "4_2_70",
+          "4_2_70",
+          "4_2_71",
+          "4_2_71",
+          "4_2_72",
+          "4_2_72",
+          "4_2_73",
+          "4_2_73",
+          "4_2_74",
+          "4_2_74",
+          "4_2_76",
+          "4_2_76",
+          "4_2_77",
+          "4_2_77",
+          "4_2_78",
+          "4_2_78",
+          "4_2_79",
+          "4_2_79",
+          "4_2_80",
+          "4_2_80",
+          "4_2_81",
+          "4_2_81",
+          "4_2_82",
+          "4_2_82",
+          "4_2_83",
+          "4_2_83",
+          "4_2_84",
+          "4_2_84",
+          "4_2_85",
+          "4_2_85",
+          "4_2_86",
+          "4_2_86",
+          "4_2_87",
+          "4_2_87",
+          "4_2_88",
+          "4_2_88",
+          "4_2_89",
+          "4_2_89",
+          "4_2_90",
+          "4_2_90",
+          "4_2_91",
+          "4_2_91",
+          "4_2_92",
+          "4_2_92",
+          "4_2_93",
+          "4_2_93",
+          "4_2_94",
+          "4_2_94",
+          "4_2_95",
+          "4_2_95",
+          "4_2_96",
+          "4_2_96",
+          "4_2_97",
+          "4_2_97",
+          "4_2_98",
+          "4_2_98",
+          "4_2_99",
+          "4_2_99",
+          "4_2_100",
+          "4_2_100"
+         ],
+         "xaxis": "x",
+         "y": [
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          235.7,
+          235.7,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          235.7,
+          235.7,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          235.7,
+          235.7,
+          236.69,
+          236.69,
+          236.27,
+          236.27,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.69,
+          236.69,
+          236.53,
+          236.53,
+          236.27,
+          236.27,
+          236.53,
+          236.53,
+          236.69
+         ],
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_2",
+          "1_1_13",
+          "1_1_14",
+          "1_1_15",
+          "1_1_19",
+          "1_1_22",
+          "1_1_29",
+          "1_1_30",
+          "1_1_31",
+          "1_1_42",
+          "1_1_43",
+          "1_1_48",
+          "1_1_54",
+          "1_1_56",
+          "1_1_58",
+          "1_1_70",
+          "1_1_71",
+          "1_1_72",
+          "1_1_75",
+          "1_1_77",
+          "1_1_78",
+          "1_1_80",
+          "1_1_82",
+          "1_1_83",
+          "1_1_84",
+          "1_1_88",
+          "1_1_99",
+          "1_1_100",
+          "1_2_5",
+          "1_2_6",
+          "1_2_10",
+          "1_2_14",
+          "1_2_17",
+          "1_2_27",
+          "1_2_33",
+          "1_2_42",
+          "1_2_49",
+          "1_2_51",
+          "1_2_52",
+          "1_2_53",
+          "1_2_55",
+          "1_2_56",
+          "1_2_57",
+          "1_2_59",
+          "1_2_61",
+          "1_2_62",
+          "1_2_63",
+          "1_2_64",
+          "1_2_65",
+          "1_2_66",
+          "1_2_85",
+          "1_2_88",
+          "1_2_91",
+          "1_2_94",
+          "1_2_95",
+          "1_2_98",
+          "1_2_100",
+          "2_1_1",
+          "2_1_4",
+          "2_1_5",
+          "2_1_8",
+          "2_1_18",
+          "2_1_20",
+          "2_1_22",
+          "2_1_36",
+          "2_1_37",
+          "2_1_40",
+          "2_1_44",
+          "2_1_45",
+          "2_1_46",
+          "2_1_49",
+          "2_1_51",
+          "2_1_59",
+          "2_1_69",
+          "2_1_70",
+          "2_1_75",
+          "2_1_80",
+          "2_1_81",
+          "2_1_83",
+          "2_1_85",
+          "2_1_95",
+          "2_2_1",
+          "2_2_2",
+          "2_2_5",
+          "2_2_6",
+          "2_2_7",
+          "2_2_9",
+          "2_2_13",
+          "2_2_14",
+          "2_2_15",
+          "2_2_16",
+          "2_2_17",
+          "2_2_19",
+          "2_2_20",
+          "2_2_21",
+          "2_2_23",
+          "2_2_27",
+          "2_2_28",
+          "2_2_29",
+          "2_2_30",
+          "2_2_31",
+          "2_2_33",
+          "2_2_34",
+          "2_2_35",
+          "2_2_36",
+          "2_2_37",
+          "2_2_38",
+          "2_2_39",
+          "2_2_42",
+          "2_2_43",
+          "2_2_44",
+          "2_2_45",
+          "2_2_46",
+          "2_2_48",
+          "2_2_50",
+          "2_2_52",
+          "2_2_53",
+          "2_2_54",
+          "2_2_55",
+          "2_2_57",
+          "2_2_59",
+          "2_2_60",
+          "2_2_61",
+          "2_2_64",
+          "2_2_65",
+          "2_2_67",
+          "2_2_75",
+          "2_2_80",
+          "2_2_81",
+          "2_2_85",
+          "2_2_88",
+          "2_2_91",
+          "2_2_95",
+          "2_2_98",
+          "2_2_99",
+          "2_2_100",
+          "3_1_1",
+          "3_1_2",
+          "3_1_3",
+          "3_1_4",
+          "3_1_6",
+          "3_1_7",
+          "3_1_9",
+          "3_1_12",
+          "3_1_15",
+          "3_1_16",
+          "3_1_17",
+          "3_1_18",
+          "3_1_20",
+          "3_1_21",
+          "3_1_23",
+          "3_1_29",
+          "3_1_30",
+          "3_1_31",
+          "3_1_34",
+          "3_1_35",
+          "3_1_44",
+          "3_1_45",
+          "3_1_46",
+          "3_1_47",
+          "3_1_48",
+          "3_1_49",
+          "3_1_50",
+          "3_1_51",
+          "3_1_52",
+          "3_1_55",
+          "3_1_56",
+          "3_1_57",
+          "3_1_59",
+          "3_1_60",
+          "3_1_61",
+          "3_1_62",
+          "3_1_63",
+          "3_1_64",
+          "3_1_65",
+          "3_1_68",
+          "3_1_69",
+          "3_1_73",
+          "3_1_76",
+          "3_1_93",
+          "3_2_1",
+          "3_2_2",
+          "3_2_14",
+          "3_2_15",
+          "3_2_26",
+          "3_2_27",
+          "3_2_30",
+          "3_2_31",
+          "3_2_33",
+          "3_2_34",
+          "3_2_35",
+          "3_2_36",
+          "3_2_37",
+          "3_2_38",
+          "3_2_39",
+          "3_2_42",
+          "3_2_52",
+          "3_2_53",
+          "3_2_70",
+          "3_2_71",
+          "3_2_72",
+          "3_2_74",
+          "3_2_78",
+          "3_2_79",
+          "3_2_80",
+          "3_2_82",
+          "3_2_83",
+          "3_2_85",
+          "3_2_89",
+          "3_2_90",
+          "3_2_91",
+          "3_2_92",
+          "3_2_94",
+          "3_2_95",
+          "3_2_97",
+          "3_2_100",
+          "4_1_1",
+          "4_1_2",
+          "4_1_3",
+          "4_1_4",
+          "4_1_6",
+          "4_1_10",
+          "4_1_15",
+          "4_1_16",
+          "4_1_20",
+          "4_1_21",
+          "4_1_27",
+          "4_1_28",
+          "4_1_29",
+          "4_1_33",
+          "4_1_34",
+          "4_1_36",
+          "4_1_39",
+          "4_1_41",
+          "4_1_44",
+          "4_1_45",
+          "4_1_49",
+          "4_1_50",
+          "4_1_54",
+          "4_1_55",
+          "4_1_63",
+          "4_1_64",
+          "4_1_67",
+          "4_1_69",
+          "4_1_77",
+          "4_1_78",
+          "4_1_80",
+          "4_1_82",
+          "4_1_88",
+          "4_1_89",
+          "4_1_99",
+          "4_2_1",
+          "4_2_2",
+          "4_2_4",
+          "4_2_5",
+          "4_2_6",
+          "4_2_11",
+          "4_2_13",
+          "4_2_14",
+          "4_2_15",
+          "4_2_16",
+          "4_2_18",
+          "4_2_31",
+          "4_2_33",
+          "4_2_35",
+          "4_2_39",
+          "4_2_41",
+          "4_2_42",
+          "4_2_43",
+          "4_2_46",
+          "4_2_49",
+          "4_2_53",
+          "4_2_54",
+          "4_2_56",
+          "4_2_64",
+          "4_2_65",
+          "4_2_67",
+          "4_2_71",
+          "4_2_80",
+          "4_2_82",
+          "4_2_84",
+          "4_2_90",
+          "4_2_91",
+          "4_2_94",
+          "4_2_100"
+         ],
+         "xaxis": "x",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_3",
+          "1_1_4",
+          "1_1_5",
+          "1_1_6",
+          "1_1_7",
+          "1_1_8",
+          "1_1_9",
+          "1_1_10",
+          "1_1_11",
+          "1_1_12",
+          "1_1_13",
+          "1_1_14",
+          "1_1_15",
+          "1_1_16",
+          "1_1_17",
+          "1_1_18",
+          "1_1_19",
+          "1_1_20",
+          "1_1_21",
+          "1_1_22",
+          "1_1_23",
+          "1_1_24",
+          "1_1_25",
+          "1_1_26",
+          "1_1_27",
+          "1_1_28",
+          "1_1_29",
+          "1_1_30",
+          "1_1_31",
+          "1_1_32",
+          "1_1_33",
+          "1_1_34",
+          "1_1_35",
+          "1_1_36",
+          "1_1_37",
+          "1_1_38",
+          "1_1_39",
+          "1_1_40",
+          "1_1_41",
+          "1_1_42",
+          "1_1_43",
+          "1_1_44",
+          "1_1_45",
+          "1_1_46",
+          "1_1_47",
+          "1_1_48",
+          "1_1_49",
+          "1_1_50",
+          "1_1_51",
+          "1_1_52",
+          "1_1_53",
+          "1_1_54",
+          "1_1_55",
+          "1_1_56",
+          "1_1_57",
+          "1_1_58",
+          "1_1_59",
+          "1_1_60",
+          "1_1_61",
+          "1_1_62",
+          "1_1_63",
+          "1_1_64",
+          "1_1_65",
+          "1_1_66",
+          "1_1_67",
+          "1_1_68",
+          "1_1_69",
+          "1_1_70",
+          "1_1_71",
+          "1_1_72",
+          "1_1_73",
+          "1_1_74",
+          "1_1_75",
+          "1_1_76",
+          "1_1_77",
+          "1_1_78",
+          "1_1_79",
+          "1_1_80",
+          "1_1_81",
+          "1_1_82",
+          "1_1_83",
+          "1_1_84",
+          "1_1_85",
+          "1_1_86",
+          "1_1_87",
+          "1_1_88",
+          "1_1_89",
+          "1_1_90",
+          "1_1_91",
+          "1_1_92",
+          "1_1_93",
+          "1_1_94",
+          "1_1_95",
+          "1_1_96",
+          "1_1_97",
+          "1_1_98",
+          "1_1_99",
+          "1_1_100",
+          "1_2_1",
+          "1_2_2",
+          "1_2_3",
+          "1_2_4",
+          "1_2_5",
+          "1_2_6",
+          "1_2_7",
+          "1_2_8",
+          "1_2_9",
+          "1_2_10",
+          "1_2_11",
+          "1_2_12",
+          "1_2_13",
+          "1_2_14",
+          "1_2_15",
+          "1_2_16",
+          "1_2_17",
+          "1_2_18",
+          "1_2_19",
+          "1_2_20",
+          "1_2_21",
+          "1_2_22",
+          "1_2_23",
+          "1_2_24",
+          "1_2_25",
+          "1_2_26",
+          "1_2_27",
+          "1_2_28",
+          "1_2_29",
+          "1_2_32",
+          "1_2_33",
+          "1_2_34",
+          "1_2_35",
+          "1_2_36",
+          "1_2_37",
+          "1_2_38",
+          "1_2_39",
+          "1_2_40",
+          "1_2_41",
+          "1_2_42",
+          "1_2_43",
+          "1_2_44",
+          "1_2_45",
+          "1_2_46",
+          "1_2_47",
+          "1_2_48",
+          "1_2_49",
+          "1_2_50",
+          "1_2_51",
+          "1_2_52",
+          "1_2_53",
+          "1_2_54",
+          "1_2_55",
+          "1_2_56",
+          "1_2_57",
+          "1_2_58",
+          "1_2_59",
+          "1_2_60",
+          "1_2_61",
+          "1_2_62",
+          "1_2_63",
+          "1_2_64",
+          "1_2_65",
+          "1_2_66",
+          "1_2_67",
+          "1_2_68",
+          "1_2_69",
+          "1_2_70",
+          "1_2_71",
+          "1_2_72",
+          "1_2_73",
+          "1_2_74",
+          "1_2_75",
+          "1_2_76",
+          "1_2_77",
+          "1_2_78",
+          "1_2_79",
+          "1_2_80",
+          "1_2_81",
+          "1_2_83",
+          "1_2_84",
+          "1_2_85",
+          "1_2_86",
+          "1_2_87",
+          "1_2_88",
+          "1_2_89",
+          "1_2_90",
+          "1_2_91",
+          "1_2_92",
+          "1_2_93",
+          "1_2_94",
+          "1_2_95",
+          "1_2_96",
+          "1_2_97",
+          "1_2_98",
+          "1_2_99",
+          "1_2_100",
+          "2_1_1",
+          "2_1_2",
+          "2_1_3",
+          "2_1_4",
+          "2_1_5",
+          "2_1_6",
+          "2_1_7",
+          "2_1_8",
+          "2_1_9",
+          "2_1_10",
+          "2_1_11",
+          "2_1_12",
+          "2_1_13",
+          "2_1_14",
+          "2_1_15",
+          "2_1_16",
+          "2_1_17",
+          "2_1_18",
+          "2_1_19",
+          "2_1_20",
+          "2_1_21",
+          "2_1_22",
+          "2_1_23",
+          "2_1_24",
+          "2_1_25",
+          "2_1_26",
+          "2_1_27",
+          "2_1_28",
+          "2_1_29",
+          "2_1_30",
+          "2_1_31",
+          "2_1_32",
+          "2_1_33",
+          "2_1_34",
+          "2_1_35",
+          "2_1_36",
+          "2_1_37",
+          "2_1_38",
+          "2_1_39",
+          "2_1_40",
+          "2_1_41",
+          "2_1_42",
+          "2_1_43",
+          "2_1_44",
+          "2_1_45",
+          "2_1_46",
+          "2_1_47",
+          "2_1_48",
+          "2_1_49",
+          "2_1_50",
+          "2_1_51",
+          "2_1_52",
+          "2_1_53",
+          "2_1_54",
+          "2_1_55",
+          "2_1_56",
+          "2_1_57",
+          "2_1_58",
+          "2_1_59",
+          "2_1_60",
+          "2_1_61",
+          "2_1_62",
+          "2_1_63",
+          "2_1_64",
+          "2_1_65",
+          "2_1_66",
+          "2_1_67",
+          "2_1_68",
+          "2_1_69",
+          "2_1_70",
+          "2_1_71",
+          "2_1_72",
+          "2_1_73",
+          "2_1_74",
+          "2_1_75",
+          "2_1_76",
+          "2_1_77",
+          "2_1_78",
+          "2_1_79",
+          "2_1_80",
+          "2_1_81",
+          "2_1_82",
+          "2_1_83",
+          "2_1_84",
+          "2_1_85",
+          "2_1_86",
+          "2_1_87",
+          "2_1_88",
+          "2_1_89",
+          "2_1_90",
+          "2_1_91",
+          "2_1_92",
+          "2_1_93",
+          "2_1_94",
+          "2_1_95",
+          "2_1_96",
+          "2_1_97",
+          "2_1_98",
+          "2_1_99",
+          "2_1_100",
+          "2_2_1",
+          "2_2_2",
+          "2_2_3",
+          "2_2_4",
+          "2_2_5",
+          "2_2_6",
+          "2_2_7",
+          "2_2_8",
+          "2_2_9",
+          "2_2_10",
+          "2_2_11",
+          "2_2_12",
+          "2_2_13",
+          "2_2_14",
+          "2_2_15",
+          "2_2_16",
+          "2_2_17",
+          "2_2_18",
+          "2_2_19",
+          "2_2_20",
+          "2_2_21",
+          "2_2_22",
+          "2_2_23",
+          "2_2_25",
+          "2_2_26",
+          "2_2_27",
+          "2_2_28",
+          "2_2_29",
+          "2_2_30",
+          "2_2_31",
+          "2_2_32",
+          "2_2_33",
+          "2_2_34",
+          "2_2_35",
+          "2_2_36",
+          "2_2_37",
+          "2_2_38",
+          "2_2_39",
+          "2_2_40",
+          "2_2_41",
+          "2_2_42",
+          "2_2_43",
+          "2_2_44",
+          "2_2_45",
+          "2_2_46",
+          "2_2_47",
+          "2_2_48",
+          "2_2_49",
+          "2_2_50",
+          "2_2_51",
+          "2_2_52",
+          "2_2_53",
+          "2_2_54",
+          "2_2_55",
+          "2_2_56",
+          "2_2_57",
+          "2_2_58",
+          "2_2_59",
+          "2_2_60",
+          "2_2_61",
+          "2_2_62",
+          "2_2_63",
+          "2_2_64",
+          "2_2_65",
+          "2_2_66",
+          "2_2_67",
+          "2_2_68",
+          "2_2_69",
+          "2_2_70",
+          "2_2_71",
+          "2_2_72",
+          "2_2_73",
+          "2_2_75",
+          "2_2_76",
+          "2_2_77",
+          "2_2_79",
+          "2_2_80",
+          "2_2_81",
+          "2_2_82",
+          "2_2_83",
+          "2_2_84",
+          "2_2_85",
+          "2_2_86",
+          "2_2_87",
+          "2_2_88",
+          "2_2_89",
+          "2_2_90",
+          "2_2_91",
+          "2_2_92",
+          "2_2_93",
+          "2_2_94",
+          "2_2_95",
+          "2_2_96",
+          "2_2_97",
+          "2_2_98",
+          "2_2_99",
+          "2_2_100",
+          "3_1_1",
+          "3_1_2",
+          "3_1_3",
+          "3_1_4",
+          "3_1_5",
+          "3_1_6",
+          "3_1_7",
+          "3_1_8",
+          "3_1_9",
+          "3_1_10",
+          "3_1_11",
+          "3_1_12",
+          "3_1_13",
+          "3_1_14",
+          "3_1_15",
+          "3_1_16",
+          "3_1_17",
+          "3_1_18",
+          "3_1_19",
+          "3_1_20",
+          "3_1_21",
+          "3_1_22",
+          "3_1_23",
+          "3_1_24",
+          "3_1_25",
+          "3_1_26",
+          "3_1_27",
+          "3_1_28",
+          "3_1_29",
+          "3_1_30",
+          "3_1_31",
+          "3_1_32",
+          "3_1_33",
+          "3_1_34",
+          "3_1_35",
+          "3_1_36",
+          "3_1_37",
+          "3_1_38",
+          "3_1_39",
+          "3_1_40",
+          "3_1_41",
+          "3_1_42",
+          "3_1_43",
+          "3_1_44",
+          "3_1_45",
+          "3_1_46",
+          "3_1_47",
+          "3_1_48",
+          "3_1_49",
+          "3_1_50",
+          "3_1_51",
+          "3_1_52",
+          "3_1_53",
+          "3_1_55",
+          "3_1_56",
+          "3_1_57",
+          "3_1_58",
+          "3_1_59",
+          "3_1_60",
+          "3_1_61",
+          "3_1_62",
+          "3_1_63",
+          "3_1_64",
+          "3_1_65",
+          "3_1_66",
+          "3_1_67",
+          "3_1_68",
+          "3_1_69",
+          "3_1_70",
+          "3_1_71",
+          "3_1_72",
+          "3_1_73",
+          "3_1_74",
+          "3_1_75",
+          "3_1_76",
+          "3_1_77",
+          "3_1_78",
+          "3_1_79",
+          "3_1_80",
+          "3_1_81",
+          "3_1_82",
+          "3_1_83",
+          "3_1_84",
+          "3_1_85",
+          "3_1_86",
+          "3_1_87",
+          "3_1_88",
+          "3_1_89",
+          "3_1_91",
+          "3_1_92",
+          "3_1_93",
+          "3_1_94",
+          "3_1_95",
+          "3_1_96",
+          "3_1_97",
+          "3_1_99",
+          "3_1_100",
+          "3_2_1",
+          "3_2_2",
+          "3_2_3",
+          "3_2_4",
+          "3_2_5",
+          "3_2_6",
+          "3_2_7",
+          "3_2_8",
+          "3_2_9",
+          "3_2_10",
+          "3_2_11",
+          "3_2_12",
+          "3_2_13",
+          "3_2_14",
+          "3_2_15",
+          "3_2_16",
+          "3_2_17",
+          "3_2_18",
+          "3_2_19",
+          "3_2_20",
+          "3_2_21",
+          "3_2_22",
+          "3_2_23",
+          "3_2_24",
+          "3_2_25",
+          "3_2_26",
+          "3_2_27",
+          "3_2_28",
+          "3_2_29",
+          "3_2_30",
+          "3_2_31",
+          "3_2_33",
+          "3_2_34",
+          "3_2_35",
+          "3_2_36",
+          "3_2_37",
+          "3_2_38",
+          "3_2_39",
+          "3_2_40",
+          "3_2_41",
+          "3_2_42",
+          "3_2_43",
+          "3_2_44",
+          "3_2_45",
+          "3_2_46",
+          "3_2_47",
+          "3_2_48",
+          "3_2_49",
+          "3_2_50",
+          "3_2_51",
+          "3_2_52",
+          "3_2_53",
+          "3_2_54",
+          "3_2_55",
+          "3_2_56",
+          "3_2_57",
+          "3_2_58",
+          "3_2_59",
+          "3_2_60",
+          "3_2_61",
+          "3_2_62",
+          "3_2_63",
+          "3_2_64",
+          "3_2_65",
+          "3_2_66",
+          "3_2_67",
+          "3_2_68",
+          "3_2_69",
+          "3_2_70",
+          "3_2_71",
+          "3_2_72",
+          "3_2_73",
+          "3_2_74",
+          "3_2_75",
+          "3_2_76",
+          "3_2_77",
+          "3_2_78",
+          "3_2_79",
+          "3_2_80",
+          "3_2_81",
+          "3_2_82",
+          "3_2_83",
+          "3_2_84",
+          "3_2_85",
+          "3_2_86",
+          "3_2_87",
+          "3_2_88",
+          "3_2_89",
+          "3_2_90",
+          "3_2_91",
+          "3_2_92",
+          "3_2_93",
+          "3_2_94",
+          "3_2_95",
+          "3_2_96",
+          "3_2_97",
+          "3_2_98",
+          "3_2_99",
+          "3_2_100",
+          "4_1_1",
+          "4_1_2",
+          "4_1_3",
+          "4_1_4",
+          "4_1_5",
+          "4_1_6",
+          "4_1_7",
+          "4_1_8",
+          "4_1_9",
+          "4_1_10",
+          "4_1_11",
+          "4_1_12",
+          "4_1_14",
+          "4_1_15",
+          "4_1_16",
+          "4_1_17",
+          "4_1_18",
+          "4_1_19",
+          "4_1_20",
+          "4_1_21",
+          "4_1_22",
+          "4_1_23",
+          "4_1_24",
+          "4_1_25",
+          "4_1_26",
+          "4_1_27",
+          "4_1_28",
+          "4_1_29",
+          "4_1_30",
+          "4_1_31",
+          "4_1_33",
+          "4_1_34",
+          "4_1_35",
+          "4_1_36",
+          "4_1_37",
+          "4_1_38",
+          "4_1_39",
+          "4_1_41",
+          "4_1_42",
+          "4_1_43",
+          "4_1_44",
+          "4_1_45",
+          "4_1_46",
+          "4_1_47",
+          "4_1_48",
+          "4_1_49",
+          "4_1_50",
+          "4_1_51",
+          "4_1_52",
+          "4_1_53",
+          "4_1_54",
+          "4_1_55",
+          "4_1_56",
+          "4_1_57",
+          "4_1_58",
+          "4_1_59",
+          "4_1_60",
+          "4_1_61",
+          "4_1_62",
+          "4_1_63",
+          "4_1_64",
+          "4_1_65",
+          "4_1_66",
+          "4_1_67",
+          "4_1_68",
+          "4_1_69",
+          "4_1_70",
+          "4_1_71",
+          "4_1_72",
+          "4_1_73",
+          "4_1_74",
+          "4_1_75",
+          "4_1_76",
+          "4_1_77",
+          "4_1_78",
+          "4_1_79",
+          "4_1_80",
+          "4_1_81",
+          "4_1_82",
+          "4_1_83",
+          "4_1_84",
+          "4_1_85",
+          "4_1_86",
+          "4_1_87",
+          "4_1_88",
+          "4_1_89",
+          "4_1_90",
+          "4_1_92",
+          "4_1_93",
+          "4_1_94",
+          "4_1_95",
+          "4_1_96",
+          "4_1_97",
+          "4_1_98",
+          "4_1_99",
+          "4_1_100",
+          "4_2_1",
+          "4_2_2",
+          "4_2_3",
+          "4_2_4",
+          "4_2_5",
+          "4_2_6",
+          "4_2_7",
+          "4_2_8",
+          "4_2_9",
+          "4_2_10",
+          "4_2_11",
+          "4_2_13",
+          "4_2_14",
+          "4_2_15",
+          "4_2_16",
+          "4_2_17",
+          "4_2_18",
+          "4_2_19",
+          "4_2_20",
+          "4_2_21",
+          "4_2_22",
+          "4_2_23",
+          "4_2_24",
+          "4_2_25",
+          "4_2_26",
+          "4_2_27",
+          "4_2_28",
+          "4_2_30",
+          "4_2_31",
+          "4_2_32",
+          "4_2_33",
+          "4_2_34",
+          "4_2_35",
+          "4_2_36",
+          "4_2_37",
+          "4_2_38",
+          "4_2_39",
+          "4_2_40",
+          "4_2_41",
+          "4_2_42",
+          "4_2_43",
+          "4_2_44",
+          "4_2_45",
+          "4_2_46",
+          "4_2_47",
+          "4_2_48",
+          "4_2_49",
+          "4_2_50",
+          "4_2_51",
+          "4_2_52",
+          "4_2_53",
+          "4_2_54",
+          "4_2_55",
+          "4_2_56",
+          "4_2_57",
+          "4_2_58",
+          "4_2_59",
+          "4_2_60",
+          "4_2_61",
+          "4_2_62",
+          "4_2_63",
+          "4_2_64",
+          "4_2_65",
+          "4_2_66",
+          "4_2_67",
+          "4_2_68",
+          "4_2_69",
+          "4_2_70",
+          "4_2_71",
+          "4_2_72",
+          "4_2_73",
+          "4_2_74",
+          "4_2_76",
+          "4_2_77",
+          "4_2_78",
+          "4_2_79",
+          "4_2_80",
+          "4_2_81",
+          "4_2_82",
+          "4_2_83",
+          "4_2_84",
+          "4_2_85",
+          "4_2_86",
+          "4_2_87",
+          "4_2_88",
+          "4_2_89",
+          "4_2_90",
+          "4_2_91",
+          "4_2_92",
+          "4_2_93",
+          "4_2_94",
+          "4_2_95",
+          "4_2_96",
+          "4_2_97",
+          "4_2_98",
+          "4_2_99",
+          "4_2_100"
+         ],
+         "xaxis": "x2",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y2"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_2",
+          "1_1_3",
+          "1_1_3",
+          "1_1_4",
+          "1_1_4",
+          "1_1_5",
+          "1_1_5",
+          "1_1_6",
+          "1_1_6",
+          "1_1_7",
+          "1_1_7",
+          "1_1_8",
+          "1_1_8",
+          "1_1_9",
+          "1_1_9",
+          "1_1_10",
+          "1_1_10",
+          "1_1_11",
+          "1_1_11",
+          "1_1_12",
+          "1_1_12",
+          "1_1_13",
+          "1_1_13",
+          "1_1_14",
+          "1_1_14",
+          "1_1_15",
+          "1_1_15",
+          "1_1_16",
+          "1_1_16",
+          "1_1_17",
+          "1_1_17",
+          "1_1_18",
+          "1_1_18",
+          "1_1_19",
+          "1_1_19",
+          "1_1_20",
+          "1_1_20",
+          "1_1_21",
+          "1_1_21",
+          "1_1_22",
+          "1_1_22",
+          "1_1_23",
+          "1_1_23",
+          "1_1_24",
+          "1_1_24",
+          "1_1_25",
+          "1_1_25",
+          "1_1_26",
+          "1_1_26",
+          "1_1_27",
+          "1_1_27",
+          "1_1_28",
+          "1_1_28",
+          "1_1_29",
+          "1_1_29",
+          "1_1_30",
+          "1_1_30",
+          "1_1_31",
+          "1_1_31",
+          "1_1_32",
+          "1_1_32",
+          "1_1_33",
+          "1_1_33",
+          "1_1_34",
+          "1_1_34",
+          "1_1_35",
+          "1_1_35",
+          "1_1_36",
+          "1_1_36",
+          "1_1_37",
+          "1_1_37",
+          "1_1_38",
+          "1_1_38",
+          "1_1_39",
+          "1_1_39",
+          "1_1_40",
+          "1_1_40",
+          "1_1_41",
+          "1_1_41",
+          "1_1_42",
+          "1_1_42",
+          "1_1_43",
+          "1_1_43",
+          "1_1_44",
+          "1_1_44",
+          "1_1_45",
+          "1_1_45",
+          "1_1_46",
+          "1_1_46",
+          "1_1_47",
+          "1_1_47",
+          "1_1_48",
+          "1_1_48",
+          "1_1_49",
+          "1_1_49",
+          "1_1_50",
+          "1_1_50",
+          "1_1_51",
+          "1_1_51",
+          "1_1_52",
+          "1_1_52",
+          "1_1_53",
+          "1_1_53",
+          "1_1_54",
+          "1_1_54",
+          "1_1_55",
+          "1_1_55",
+          "1_1_56",
+          "1_1_56",
+          "1_1_57",
+          "1_1_57",
+          "1_1_58",
+          "1_1_58",
+          "1_1_59",
+          "1_1_59",
+          "1_1_60",
+          "1_1_60",
+          "1_1_61",
+          "1_1_61",
+          "1_1_62",
+          "1_1_62",
+          "1_1_63",
+          "1_1_63",
+          "1_1_64",
+          "1_1_64",
+          "1_1_65",
+          "1_1_65",
+          "1_1_66",
+          "1_1_66",
+          "1_1_67",
+          "1_1_67",
+          "1_1_68",
+          "1_1_68",
+          "1_1_69",
+          "1_1_69",
+          "1_1_70",
+          "1_1_70",
+          "1_1_71",
+          "1_1_71",
+          "1_1_72",
+          "1_1_72",
+          "1_1_73",
+          "1_1_73",
+          "1_1_74",
+          "1_1_74",
+          "1_1_75",
+          "1_1_75",
+          "1_1_76",
+          "1_1_76",
+          "1_1_77",
+          "1_1_77",
+          "1_1_78",
+          "1_1_78",
+          "1_1_79",
+          "1_1_79",
+          "1_1_80",
+          "1_1_80",
+          "1_1_81",
+          "1_1_81",
+          "1_1_82",
+          "1_1_82",
+          "1_1_83",
+          "1_1_83",
+          "1_1_84",
+          "1_1_84",
+          "1_1_85",
+          "1_1_85",
+          "1_1_86",
+          "1_1_86",
+          "1_1_87",
+          "1_1_87",
+          "1_1_88",
+          "1_1_88",
+          "1_1_89",
+          "1_1_89",
+          "1_1_90",
+          "1_1_90",
+          "1_1_91",
+          "1_1_91",
+          "1_1_92",
+          "1_1_92",
+          "1_1_93",
+          "1_1_93",
+          "1_1_94",
+          "1_1_94",
+          "1_1_95",
+          "1_1_95",
+          "1_1_96",
+          "1_1_96",
+          "1_1_97",
+          "1_1_97",
+          "1_1_98",
+          "1_1_98",
+          "1_1_99",
+          "1_1_99",
+          "1_1_100",
+          "1_1_100",
+          "1_2_1",
+          "1_2_1",
+          "1_2_2",
+          "1_2_2",
+          "1_2_3",
+          "1_2_3",
+          "1_2_4",
+          "1_2_4",
+          "1_2_5",
+          "1_2_5",
+          "1_2_6",
+          "1_2_6",
+          "1_2_7",
+          "1_2_7",
+          "1_2_8",
+          "1_2_8",
+          "1_2_9",
+          "1_2_9",
+          "1_2_10",
+          "1_2_10",
+          "1_2_11",
+          "1_2_11",
+          "1_2_12",
+          "1_2_12",
+          "1_2_13",
+          "1_2_13",
+          "1_2_14",
+          "1_2_14",
+          "1_2_15",
+          "1_2_15",
+          "1_2_16",
+          "1_2_16",
+          "1_2_17",
+          "1_2_17",
+          "1_2_18",
+          "1_2_18",
+          "1_2_19",
+          "1_2_19",
+          "1_2_20",
+          "1_2_20",
+          "1_2_21",
+          "1_2_21",
+          "1_2_22",
+          "1_2_22",
+          "1_2_23",
+          "1_2_23",
+          "1_2_24",
+          "1_2_24",
+          "1_2_25",
+          "1_2_25",
+          "1_2_26",
+          "1_2_26",
+          "1_2_27",
+          "1_2_27",
+          "1_2_28",
+          "1_2_28",
+          "1_2_29",
+          "1_2_29",
+          "1_2_32",
+          "1_2_32",
+          "1_2_33",
+          "1_2_33",
+          "1_2_34",
+          "1_2_34",
+          "1_2_35",
+          "1_2_35",
+          "1_2_36",
+          "1_2_36",
+          "1_2_37",
+          "1_2_37",
+          "1_2_38",
+          "1_2_38",
+          "1_2_39",
+          "1_2_39",
+          "1_2_40",
+          "1_2_40",
+          "1_2_41",
+          "1_2_41",
+          "1_2_42",
+          "1_2_42",
+          "1_2_43",
+          "1_2_43",
+          "1_2_44",
+          "1_2_44",
+          "1_2_45",
+          "1_2_45",
+          "1_2_46",
+          "1_2_46",
+          "1_2_47",
+          "1_2_47",
+          "1_2_48",
+          "1_2_48",
+          "1_2_49",
+          "1_2_49",
+          "1_2_50",
+          "1_2_50",
+          "1_2_51",
+          "1_2_51",
+          "1_2_52",
+          "1_2_52",
+          "1_2_53",
+          "1_2_53",
+          "1_2_54",
+          "1_2_54",
+          "1_2_55",
+          "1_2_55",
+          "1_2_56",
+          "1_2_56",
+          "1_2_57",
+          "1_2_57",
+          "1_2_58",
+          "1_2_58",
+          "1_2_59",
+          "1_2_59",
+          "1_2_60",
+          "1_2_60",
+          "1_2_61",
+          "1_2_61",
+          "1_2_62",
+          "1_2_62",
+          "1_2_63",
+          "1_2_63",
+          "1_2_64",
+          "1_2_64",
+          "1_2_65",
+          "1_2_65",
+          "1_2_66",
+          "1_2_66",
+          "1_2_67",
+          "1_2_67",
+          "1_2_68",
+          "1_2_68",
+          "1_2_69",
+          "1_2_69",
+          "1_2_70",
+          "1_2_70",
+          "1_2_71",
+          "1_2_71",
+          "1_2_72",
+          "1_2_72",
+          "1_2_73",
+          "1_2_73",
+          "1_2_74",
+          "1_2_74",
+          "1_2_75",
+          "1_2_75",
+          "1_2_76",
+          "1_2_76",
+          "1_2_77",
+          "1_2_77",
+          "1_2_78",
+          "1_2_78",
+          "1_2_79",
+          "1_2_79",
+          "1_2_80",
+          "1_2_80",
+          "1_2_81",
+          "1_2_81",
+          "1_2_83",
+          "1_2_83",
+          "1_2_84",
+          "1_2_84",
+          "1_2_85",
+          "1_2_85",
+          "1_2_86",
+          "1_2_86",
+          "1_2_87",
+          "1_2_87",
+          "1_2_88",
+          "1_2_88",
+          "1_2_89",
+          "1_2_89",
+          "1_2_90",
+          "1_2_90",
+          "1_2_91",
+          "1_2_91",
+          "1_2_92",
+          "1_2_92",
+          "1_2_93",
+          "1_2_93",
+          "1_2_94",
+          "1_2_94",
+          "1_2_95",
+          "1_2_95",
+          "1_2_96",
+          "1_2_96",
+          "1_2_97",
+          "1_2_97",
+          "1_2_98",
+          "1_2_98",
+          "1_2_99",
+          "1_2_99",
+          "1_2_100",
+          "1_2_100",
+          "2_1_1",
+          "2_1_1",
+          "2_1_2",
+          "2_1_2",
+          "2_1_3",
+          "2_1_3",
+          "2_1_4",
+          "2_1_4",
+          "2_1_5",
+          "2_1_5",
+          "2_1_6",
+          "2_1_6",
+          "2_1_7",
+          "2_1_7",
+          "2_1_8",
+          "2_1_8",
+          "2_1_9",
+          "2_1_9",
+          "2_1_10",
+          "2_1_10",
+          "2_1_11",
+          "2_1_11",
+          "2_1_12",
+          "2_1_12",
+          "2_1_13",
+          "2_1_13",
+          "2_1_14",
+          "2_1_14",
+          "2_1_15",
+          "2_1_15",
+          "2_1_16",
+          "2_1_16",
+          "2_1_17",
+          "2_1_17",
+          "2_1_18",
+          "2_1_18",
+          "2_1_19",
+          "2_1_19",
+          "2_1_20",
+          "2_1_20",
+          "2_1_21",
+          "2_1_21",
+          "2_1_22",
+          "2_1_22",
+          "2_1_23",
+          "2_1_23",
+          "2_1_24",
+          "2_1_24",
+          "2_1_25",
+          "2_1_25",
+          "2_1_26",
+          "2_1_26",
+          "2_1_27",
+          "2_1_27",
+          "2_1_28",
+          "2_1_28",
+          "2_1_29",
+          "2_1_29",
+          "2_1_30",
+          "2_1_30",
+          "2_1_31",
+          "2_1_31",
+          "2_1_32",
+          "2_1_32",
+          "2_1_33",
+          "2_1_33",
+          "2_1_34",
+          "2_1_34",
+          "2_1_35",
+          "2_1_35",
+          "2_1_36",
+          "2_1_36",
+          "2_1_37",
+          "2_1_37",
+          "2_1_38",
+          "2_1_38",
+          "2_1_39",
+          "2_1_39",
+          "2_1_40",
+          "2_1_40",
+          "2_1_41",
+          "2_1_41",
+          "2_1_42",
+          "2_1_42",
+          "2_1_43",
+          "2_1_43",
+          "2_1_44",
+          "2_1_44",
+          "2_1_45",
+          "2_1_45",
+          "2_1_46",
+          "2_1_46",
+          "2_1_47",
+          "2_1_47",
+          "2_1_48",
+          "2_1_48",
+          "2_1_49",
+          "2_1_49",
+          "2_1_50",
+          "2_1_50",
+          "2_1_51",
+          "2_1_51",
+          "2_1_52",
+          "2_1_52",
+          "2_1_53",
+          "2_1_53",
+          "2_1_54",
+          "2_1_54",
+          "2_1_55",
+          "2_1_55",
+          "2_1_56",
+          "2_1_56",
+          "2_1_57",
+          "2_1_57",
+          "2_1_58",
+          "2_1_58",
+          "2_1_59",
+          "2_1_59",
+          "2_1_60",
+          "2_1_60",
+          "2_1_61",
+          "2_1_61",
+          "2_1_62",
+          "2_1_62",
+          "2_1_63",
+          "2_1_63",
+          "2_1_64",
+          "2_1_64",
+          "2_1_65",
+          "2_1_65",
+          "2_1_66",
+          "2_1_66",
+          "2_1_67",
+          "2_1_67",
+          "2_1_68",
+          "2_1_68",
+          "2_1_69",
+          "2_1_69",
+          "2_1_70",
+          "2_1_70",
+          "2_1_71",
+          "2_1_71",
+          "2_1_72",
+          "2_1_72",
+          "2_1_73",
+          "2_1_73",
+          "2_1_74",
+          "2_1_74",
+          "2_1_75",
+          "2_1_75",
+          "2_1_76",
+          "2_1_76",
+          "2_1_77",
+          "2_1_77",
+          "2_1_78",
+          "2_1_78",
+          "2_1_79",
+          "2_1_79",
+          "2_1_80",
+          "2_1_80",
+          "2_1_81",
+          "2_1_81",
+          "2_1_82",
+          "2_1_82",
+          "2_1_83",
+          "2_1_83",
+          "2_1_84",
+          "2_1_84",
+          "2_1_85",
+          "2_1_85",
+          "2_1_86",
+          "2_1_86",
+          "2_1_87",
+          "2_1_87",
+          "2_1_88",
+          "2_1_88",
+          "2_1_89",
+          "2_1_89",
+          "2_1_90",
+          "2_1_90",
+          "2_1_91",
+          "2_1_91",
+          "2_1_92",
+          "2_1_92",
+          "2_1_93",
+          "2_1_93",
+          "2_1_94",
+          "2_1_94",
+          "2_1_95",
+          "2_1_95",
+          "2_1_96",
+          "2_1_96",
+          "2_1_97",
+          "2_1_97",
+          "2_1_98",
+          "2_1_98",
+          "2_1_99",
+          "2_1_99",
+          "2_1_100",
+          "2_1_100",
+          "2_2_1",
+          "2_2_1",
+          "2_2_2",
+          "2_2_2",
+          "2_2_3",
+          "2_2_3",
+          "2_2_4",
+          "2_2_4",
+          "2_2_5",
+          "2_2_5",
+          "2_2_6",
+          "2_2_6",
+          "2_2_7",
+          "2_2_7",
+          "2_2_8",
+          "2_2_8",
+          "2_2_9",
+          "2_2_9",
+          "2_2_10",
+          "2_2_10",
+          "2_2_11",
+          "2_2_11",
+          "2_2_12",
+          "2_2_12",
+          "2_2_13",
+          "2_2_13",
+          "2_2_14",
+          "2_2_14",
+          "2_2_15",
+          "2_2_15",
+          "2_2_16",
+          "2_2_16",
+          "2_2_17",
+          "2_2_17",
+          "2_2_18",
+          "2_2_18",
+          "2_2_19",
+          "2_2_19",
+          "2_2_20",
+          "2_2_20",
+          "2_2_21",
+          "2_2_21",
+          "2_2_22",
+          "2_2_22",
+          "2_2_23",
+          "2_2_23",
+          "2_2_25",
+          "2_2_25",
+          "2_2_26",
+          "2_2_26",
+          "2_2_27",
+          "2_2_27",
+          "2_2_28",
+          "2_2_28",
+          "2_2_29",
+          "2_2_29",
+          "2_2_30",
+          "2_2_30",
+          "2_2_31",
+          "2_2_31",
+          "2_2_32",
+          "2_2_32",
+          "2_2_33",
+          "2_2_33",
+          "2_2_34",
+          "2_2_34",
+          "2_2_35",
+          "2_2_35",
+          "2_2_36",
+          "2_2_36",
+          "2_2_37",
+          "2_2_37",
+          "2_2_38",
+          "2_2_38",
+          "2_2_39",
+          "2_2_39",
+          "2_2_40",
+          "2_2_40",
+          "2_2_41",
+          "2_2_41",
+          "2_2_42",
+          "2_2_42",
+          "2_2_43",
+          "2_2_43",
+          "2_2_44",
+          "2_2_44",
+          "2_2_45",
+          "2_2_45",
+          "2_2_46",
+          "2_2_46",
+          "2_2_47",
+          "2_2_47",
+          "2_2_48",
+          "2_2_48",
+          "2_2_49",
+          "2_2_49",
+          "2_2_50",
+          "2_2_50",
+          "2_2_51",
+          "2_2_51",
+          "2_2_52",
+          "2_2_52",
+          "2_2_53",
+          "2_2_53",
+          "2_2_54",
+          "2_2_54",
+          "2_2_55",
+          "2_2_55",
+          "2_2_56",
+          "2_2_56",
+          "2_2_57",
+          "2_2_57",
+          "2_2_58",
+          "2_2_58",
+          "2_2_59",
+          "2_2_59",
+          "2_2_60",
+          "2_2_60",
+          "2_2_61",
+          "2_2_61",
+          "2_2_62",
+          "2_2_62",
+          "2_2_63",
+          "2_2_63",
+          "2_2_64",
+          "2_2_64",
+          "2_2_65",
+          "2_2_65",
+          "2_2_66",
+          "2_2_66",
+          "2_2_67",
+          "2_2_67",
+          "2_2_68",
+          "2_2_68",
+          "2_2_69",
+          "2_2_69",
+          "2_2_70",
+          "2_2_70",
+          "2_2_71",
+          "2_2_71",
+          "2_2_72",
+          "2_2_72",
+          "2_2_73",
+          "2_2_73",
+          "2_2_75",
+          "2_2_75",
+          "2_2_76",
+          "2_2_76",
+          "2_2_77",
+          "2_2_77",
+          "2_2_79",
+          "2_2_79",
+          "2_2_80",
+          "2_2_80",
+          "2_2_81",
+          "2_2_81",
+          "2_2_82",
+          "2_2_82",
+          "2_2_83",
+          "2_2_83",
+          "2_2_84",
+          "2_2_84",
+          "2_2_85",
+          "2_2_85",
+          "2_2_86",
+          "2_2_86",
+          "2_2_87",
+          "2_2_87",
+          "2_2_88",
+          "2_2_88",
+          "2_2_89",
+          "2_2_89",
+          "2_2_90",
+          "2_2_90",
+          "2_2_91",
+          "2_2_91",
+          "2_2_92",
+          "2_2_92",
+          "2_2_93",
+          "2_2_93",
+          "2_2_94",
+          "2_2_94",
+          "2_2_95",
+          "2_2_95",
+          "2_2_96",
+          "2_2_96",
+          "2_2_97",
+          "2_2_97",
+          "2_2_98",
+          "2_2_98",
+          "2_2_99",
+          "2_2_99",
+          "2_2_100",
+          "2_2_100",
+          "3_1_1",
+          "3_1_1",
+          "3_1_2",
+          "3_1_2",
+          "3_1_3",
+          "3_1_3",
+          "3_1_4",
+          "3_1_4",
+          "3_1_5",
+          "3_1_5",
+          "3_1_6",
+          "3_1_6",
+          "3_1_7",
+          "3_1_7",
+          "3_1_8",
+          "3_1_8",
+          "3_1_9",
+          "3_1_9",
+          "3_1_10",
+          "3_1_10",
+          "3_1_11",
+          "3_1_11",
+          "3_1_12",
+          "3_1_12",
+          "3_1_13",
+          "3_1_13",
+          "3_1_14",
+          "3_1_14",
+          "3_1_15",
+          "3_1_15",
+          "3_1_16",
+          "3_1_16",
+          "3_1_17",
+          "3_1_17",
+          "3_1_18",
+          "3_1_18",
+          "3_1_19",
+          "3_1_19",
+          "3_1_20",
+          "3_1_20",
+          "3_1_21",
+          "3_1_21",
+          "3_1_22",
+          "3_1_22",
+          "3_1_23",
+          "3_1_23",
+          "3_1_24",
+          "3_1_24",
+          "3_1_25",
+          "3_1_25",
+          "3_1_26",
+          "3_1_26",
+          "3_1_27",
+          "3_1_27",
+          "3_1_28",
+          "3_1_28",
+          "3_1_29",
+          "3_1_29",
+          "3_1_30",
+          "3_1_30",
+          "3_1_31",
+          "3_1_31",
+          "3_1_32",
+          "3_1_32",
+          "3_1_33",
+          "3_1_33",
+          "3_1_34",
+          "3_1_34",
+          "3_1_35",
+          "3_1_35",
+          "3_1_36",
+          "3_1_36",
+          "3_1_37",
+          "3_1_37",
+          "3_1_38",
+          "3_1_38",
+          "3_1_39",
+          "3_1_39",
+          "3_1_40",
+          "3_1_40",
+          "3_1_41",
+          "3_1_41",
+          "3_1_42",
+          "3_1_42",
+          "3_1_43",
+          "3_1_43",
+          "3_1_44",
+          "3_1_44",
+          "3_1_45",
+          "3_1_45",
+          "3_1_46",
+          "3_1_46",
+          "3_1_47",
+          "3_1_47",
+          "3_1_48",
+          "3_1_48",
+          "3_1_49",
+          "3_1_49",
+          "3_1_50",
+          "3_1_50",
+          "3_1_51",
+          "3_1_51",
+          "3_1_52",
+          "3_1_52",
+          "3_1_53",
+          "3_1_53",
+          "3_1_55",
+          "3_1_55",
+          "3_1_56",
+          "3_1_56",
+          "3_1_57",
+          "3_1_57",
+          "3_1_58",
+          "3_1_58",
+          "3_1_59",
+          "3_1_59",
+          "3_1_60",
+          "3_1_60",
+          "3_1_61",
+          "3_1_61",
+          "3_1_62",
+          "3_1_62",
+          "3_1_63",
+          "3_1_63",
+          "3_1_64",
+          "3_1_64",
+          "3_1_65",
+          "3_1_65",
+          "3_1_66",
+          "3_1_66",
+          "3_1_67",
+          "3_1_67",
+          "3_1_68",
+          "3_1_68",
+          "3_1_69",
+          "3_1_69",
+          "3_1_70",
+          "3_1_70",
+          "3_1_71",
+          "3_1_71",
+          "3_1_72",
+          "3_1_72",
+          "3_1_73",
+          "3_1_73",
+          "3_1_74",
+          "3_1_74",
+          "3_1_75",
+          "3_1_75",
+          "3_1_76",
+          "3_1_76",
+          "3_1_77",
+          "3_1_77",
+          "3_1_78",
+          "3_1_78",
+          "3_1_79",
+          "3_1_79",
+          "3_1_80",
+          "3_1_80",
+          "3_1_81",
+          "3_1_81",
+          "3_1_82",
+          "3_1_82",
+          "3_1_83",
+          "3_1_83",
+          "3_1_84",
+          "3_1_84",
+          "3_1_85",
+          "3_1_85",
+          "3_1_86",
+          "3_1_86",
+          "3_1_87",
+          "3_1_87",
+          "3_1_88",
+          "3_1_88",
+          "3_1_89",
+          "3_1_89",
+          "3_1_91",
+          "3_1_91",
+          "3_1_92",
+          "3_1_92",
+          "3_1_93",
+          "3_1_93",
+          "3_1_94",
+          "3_1_94",
+          "3_1_95",
+          "3_1_95",
+          "3_1_96",
+          "3_1_96",
+          "3_1_97",
+          "3_1_97",
+          "3_1_99",
+          "3_1_99",
+          "3_1_100",
+          "3_1_100",
+          "3_2_1",
+          "3_2_1",
+          "3_2_2",
+          "3_2_2",
+          "3_2_3",
+          "3_2_3",
+          "3_2_4",
+          "3_2_4",
+          "3_2_5",
+          "3_2_5",
+          "3_2_6",
+          "3_2_6",
+          "3_2_7",
+          "3_2_7",
+          "3_2_8",
+          "3_2_8",
+          "3_2_9",
+          "3_2_9",
+          "3_2_10",
+          "3_2_10",
+          "3_2_11",
+          "3_2_11",
+          "3_2_12",
+          "3_2_12",
+          "3_2_13",
+          "3_2_13",
+          "3_2_14",
+          "3_2_14",
+          "3_2_15",
+          "3_2_15",
+          "3_2_16",
+          "3_2_16",
+          "3_2_17",
+          "3_2_17",
+          "3_2_18",
+          "3_2_18",
+          "3_2_19",
+          "3_2_19",
+          "3_2_20",
+          "3_2_20",
+          "3_2_21",
+          "3_2_21",
+          "3_2_22",
+          "3_2_22",
+          "3_2_23",
+          "3_2_23",
+          "3_2_24",
+          "3_2_24",
+          "3_2_25",
+          "3_2_25",
+          "3_2_26",
+          "3_2_26",
+          "3_2_27",
+          "3_2_27",
+          "3_2_28",
+          "3_2_28",
+          "3_2_29",
+          "3_2_29",
+          "3_2_30",
+          "3_2_30",
+          "3_2_31",
+          "3_2_31",
+          "3_2_33",
+          "3_2_33",
+          "3_2_34",
+          "3_2_34",
+          "3_2_35",
+          "3_2_35",
+          "3_2_36",
+          "3_2_36",
+          "3_2_37",
+          "3_2_37",
+          "3_2_38",
+          "3_2_38",
+          "3_2_39",
+          "3_2_39",
+          "3_2_40",
+          "3_2_40",
+          "3_2_41",
+          "3_2_41",
+          "3_2_42",
+          "3_2_42",
+          "3_2_43",
+          "3_2_43",
+          "3_2_44",
+          "3_2_44",
+          "3_2_45",
+          "3_2_45",
+          "3_2_46",
+          "3_2_46",
+          "3_2_47",
+          "3_2_47",
+          "3_2_48",
+          "3_2_48",
+          "3_2_49",
+          "3_2_49",
+          "3_2_50",
+          "3_2_50",
+          "3_2_51",
+          "3_2_51",
+          "3_2_52",
+          "3_2_52",
+          "3_2_53",
+          "3_2_53",
+          "3_2_54",
+          "3_2_54",
+          "3_2_55",
+          "3_2_55",
+          "3_2_56",
+          "3_2_56",
+          "3_2_57",
+          "3_2_57",
+          "3_2_58",
+          "3_2_58",
+          "3_2_59",
+          "3_2_59",
+          "3_2_60",
+          "3_2_60",
+          "3_2_61",
+          "3_2_61",
+          "3_2_62",
+          "3_2_62",
+          "3_2_63",
+          "3_2_63",
+          "3_2_64",
+          "3_2_64",
+          "3_2_65",
+          "3_2_65",
+          "3_2_66",
+          "3_2_66",
+          "3_2_67",
+          "3_2_67",
+          "3_2_68",
+          "3_2_68",
+          "3_2_69",
+          "3_2_69",
+          "3_2_70",
+          "3_2_70",
+          "3_2_71",
+          "3_2_71",
+          "3_2_72",
+          "3_2_72",
+          "3_2_73",
+          "3_2_73",
+          "3_2_74",
+          "3_2_74",
+          "3_2_75",
+          "3_2_75",
+          "3_2_76",
+          "3_2_76",
+          "3_2_77",
+          "3_2_77",
+          "3_2_78",
+          "3_2_78",
+          "3_2_79",
+          "3_2_79",
+          "3_2_80",
+          "3_2_80",
+          "3_2_81",
+          "3_2_81",
+          "3_2_82",
+          "3_2_82",
+          "3_2_83",
+          "3_2_83",
+          "3_2_84",
+          "3_2_84",
+          "3_2_85",
+          "3_2_85",
+          "3_2_86",
+          "3_2_86",
+          "3_2_87",
+          "3_2_87",
+          "3_2_88",
+          "3_2_88",
+          "3_2_89",
+          "3_2_89",
+          "3_2_90",
+          "3_2_90",
+          "3_2_91",
+          "3_2_91",
+          "3_2_92",
+          "3_2_92",
+          "3_2_93",
+          "3_2_93",
+          "3_2_94",
+          "3_2_94",
+          "3_2_95",
+          "3_2_95",
+          "3_2_96",
+          "3_2_96",
+          "3_2_97",
+          "3_2_97",
+          "3_2_98",
+          "3_2_98",
+          "3_2_99",
+          "3_2_99",
+          "3_2_100",
+          "3_2_100",
+          "4_1_1",
+          "4_1_1",
+          "4_1_2",
+          "4_1_2",
+          "4_1_3",
+          "4_1_3",
+          "4_1_4",
+          "4_1_4",
+          "4_1_5",
+          "4_1_5",
+          "4_1_6",
+          "4_1_6",
+          "4_1_7",
+          "4_1_7",
+          "4_1_8",
+          "4_1_8",
+          "4_1_9",
+          "4_1_9",
+          "4_1_10",
+          "4_1_10",
+          "4_1_11",
+          "4_1_11",
+          "4_1_12",
+          "4_1_12",
+          "4_1_14",
+          "4_1_14",
+          "4_1_15",
+          "4_1_15",
+          "4_1_16",
+          "4_1_16",
+          "4_1_17",
+          "4_1_17",
+          "4_1_18",
+          "4_1_18",
+          "4_1_19",
+          "4_1_19",
+          "4_1_20",
+          "4_1_20",
+          "4_1_21",
+          "4_1_21",
+          "4_1_22",
+          "4_1_22",
+          "4_1_23",
+          "4_1_23",
+          "4_1_24",
+          "4_1_24",
+          "4_1_25",
+          "4_1_25",
+          "4_1_26",
+          "4_1_26",
+          "4_1_27",
+          "4_1_27",
+          "4_1_28",
+          "4_1_28",
+          "4_1_29",
+          "4_1_29",
+          "4_1_30",
+          "4_1_30",
+          "4_1_31",
+          "4_1_31",
+          "4_1_33",
+          "4_1_33",
+          "4_1_34",
+          "4_1_34",
+          "4_1_35",
+          "4_1_35",
+          "4_1_36",
+          "4_1_36",
+          "4_1_37",
+          "4_1_37",
+          "4_1_38",
+          "4_1_38",
+          "4_1_39",
+          "4_1_39",
+          "4_1_41",
+          "4_1_41",
+          "4_1_42",
+          "4_1_42",
+          "4_1_43",
+          "4_1_43",
+          "4_1_44",
+          "4_1_44",
+          "4_1_45",
+          "4_1_45",
+          "4_1_46",
+          "4_1_46",
+          "4_1_47",
+          "4_1_47",
+          "4_1_48",
+          "4_1_48",
+          "4_1_49",
+          "4_1_49",
+          "4_1_50",
+          "4_1_50",
+          "4_1_51",
+          "4_1_51",
+          "4_1_52",
+          "4_1_52",
+          "4_1_53",
+          "4_1_53",
+          "4_1_54",
+          "4_1_54",
+          "4_1_55",
+          "4_1_55",
+          "4_1_56",
+          "4_1_56",
+          "4_1_57",
+          "4_1_57",
+          "4_1_58",
+          "4_1_58",
+          "4_1_59",
+          "4_1_59",
+          "4_1_60",
+          "4_1_60",
+          "4_1_61",
+          "4_1_61",
+          "4_1_62",
+          "4_1_62",
+          "4_1_63",
+          "4_1_63",
+          "4_1_64",
+          "4_1_64",
+          "4_1_65",
+          "4_1_65",
+          "4_1_66",
+          "4_1_66",
+          "4_1_67",
+          "4_1_67",
+          "4_1_68",
+          "4_1_68",
+          "4_1_69",
+          "4_1_69",
+          "4_1_70",
+          "4_1_70",
+          "4_1_71",
+          "4_1_71",
+          "4_1_72",
+          "4_1_72",
+          "4_1_73",
+          "4_1_73",
+          "4_1_74",
+          "4_1_74",
+          "4_1_75",
+          "4_1_75",
+          "4_1_76",
+          "4_1_76",
+          "4_1_77",
+          "4_1_77",
+          "4_1_78",
+          "4_1_78",
+          "4_1_79",
+          "4_1_79",
+          "4_1_80",
+          "4_1_80",
+          "4_1_81",
+          "4_1_81",
+          "4_1_82",
+          "4_1_82",
+          "4_1_83",
+          "4_1_83",
+          "4_1_84",
+          "4_1_84",
+          "4_1_85",
+          "4_1_85",
+          "4_1_86",
+          "4_1_86",
+          "4_1_87",
+          "4_1_87",
+          "4_1_88",
+          "4_1_88",
+          "4_1_89",
+          "4_1_89",
+          "4_1_90",
+          "4_1_90",
+          "4_1_92",
+          "4_1_92",
+          "4_1_93",
+          "4_1_93",
+          "4_1_94",
+          "4_1_94",
+          "4_1_95",
+          "4_1_95",
+          "4_1_96",
+          "4_1_96",
+          "4_1_97",
+          "4_1_97",
+          "4_1_98",
+          "4_1_98",
+          "4_1_99",
+          "4_1_99",
+          "4_1_100",
+          "4_1_100",
+          "4_2_1",
+          "4_2_1",
+          "4_2_2",
+          "4_2_2",
+          "4_2_3",
+          "4_2_3",
+          "4_2_4",
+          "4_2_4",
+          "4_2_5",
+          "4_2_5",
+          "4_2_6",
+          "4_2_6",
+          "4_2_7",
+          "4_2_7",
+          "4_2_8",
+          "4_2_8",
+          "4_2_9",
+          "4_2_9",
+          "4_2_10",
+          "4_2_10",
+          "4_2_11",
+          "4_2_11",
+          "4_2_13",
+          "4_2_13",
+          "4_2_14",
+          "4_2_14",
+          "4_2_15",
+          "4_2_15",
+          "4_2_16",
+          "4_2_16",
+          "4_2_17",
+          "4_2_17",
+          "4_2_18",
+          "4_2_18",
+          "4_2_19",
+          "4_2_19",
+          "4_2_20",
+          "4_2_20",
+          "4_2_21",
+          "4_2_21",
+          "4_2_22",
+          "4_2_22",
+          "4_2_23",
+          "4_2_23",
+          "4_2_24",
+          "4_2_24",
+          "4_2_25",
+          "4_2_25",
+          "4_2_26",
+          "4_2_26",
+          "4_2_27",
+          "4_2_27",
+          "4_2_28",
+          "4_2_28",
+          "4_2_30",
+          "4_2_30",
+          "4_2_31",
+          "4_2_31",
+          "4_2_32",
+          "4_2_32",
+          "4_2_33",
+          "4_2_33",
+          "4_2_34",
+          "4_2_34",
+          "4_2_35",
+          "4_2_35",
+          "4_2_36",
+          "4_2_36",
+          "4_2_37",
+          "4_2_37",
+          "4_2_38",
+          "4_2_38",
+          "4_2_39",
+          "4_2_39",
+          "4_2_40",
+          "4_2_40",
+          "4_2_41",
+          "4_2_41",
+          "4_2_42",
+          "4_2_42",
+          "4_2_43",
+          "4_2_43",
+          "4_2_44",
+          "4_2_44",
+          "4_2_45",
+          "4_2_45",
+          "4_2_46",
+          "4_2_46",
+          "4_2_47",
+          "4_2_47",
+          "4_2_48",
+          "4_2_48",
+          "4_2_49",
+          "4_2_49",
+          "4_2_50",
+          "4_2_50",
+          "4_2_51",
+          "4_2_51",
+          "4_2_52",
+          "4_2_52",
+          "4_2_53",
+          "4_2_53",
+          "4_2_54",
+          "4_2_54",
+          "4_2_55",
+          "4_2_55",
+          "4_2_56",
+          "4_2_56",
+          "4_2_57",
+          "4_2_57",
+          "4_2_58",
+          "4_2_58",
+          "4_2_59",
+          "4_2_59",
+          "4_2_60",
+          "4_2_60",
+          "4_2_61",
+          "4_2_61",
+          "4_2_62",
+          "4_2_62",
+          "4_2_63",
+          "4_2_63",
+          "4_2_64",
+          "4_2_64",
+          "4_2_65",
+          "4_2_65",
+          "4_2_66",
+          "4_2_66",
+          "4_2_67",
+          "4_2_67",
+          "4_2_68",
+          "4_2_68",
+          "4_2_69",
+          "4_2_69",
+          "4_2_70",
+          "4_2_70",
+          "4_2_71",
+          "4_2_71",
+          "4_2_72",
+          "4_2_72",
+          "4_2_73",
+          "4_2_73",
+          "4_2_74",
+          "4_2_74",
+          "4_2_76",
+          "4_2_76",
+          "4_2_77",
+          "4_2_77",
+          "4_2_78",
+          "4_2_78",
+          "4_2_79",
+          "4_2_79",
+          "4_2_80",
+          "4_2_80",
+          "4_2_81",
+          "4_2_81",
+          "4_2_82",
+          "4_2_82",
+          "4_2_83",
+          "4_2_83",
+          "4_2_84",
+          "4_2_84",
+          "4_2_85",
+          "4_2_85",
+          "4_2_86",
+          "4_2_86",
+          "4_2_87",
+          "4_2_87",
+          "4_2_88",
+          "4_2_88",
+          "4_2_89",
+          "4_2_89",
+          "4_2_90",
+          "4_2_90",
+          "4_2_91",
+          "4_2_91",
+          "4_2_92",
+          "4_2_92",
+          "4_2_93",
+          "4_2_93",
+          "4_2_94",
+          "4_2_94",
+          "4_2_95",
+          "4_2_95",
+          "4_2_96",
+          "4_2_96",
+          "4_2_97",
+          "4_2_97",
+          "4_2_98",
+          "4_2_98",
+          "4_2_99",
+          "4_2_99",
+          "4_2_100",
+          "4_2_100"
+         ],
+         "xaxis": "x2",
+         "y": [
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.61,
+          2.61,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67
+         ],
+         "yaxis": "y2"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_2",
+          "1_1_3",
+          "1_1_3",
+          "1_1_4",
+          "1_1_4",
+          "1_1_5",
+          "1_1_5",
+          "1_1_6",
+          "1_1_6",
+          "1_1_7",
+          "1_1_7",
+          "1_1_8",
+          "1_1_8",
+          "1_1_9",
+          "1_1_9",
+          "1_1_10",
+          "1_1_10",
+          "1_1_11",
+          "1_1_11",
+          "1_1_12",
+          "1_1_12",
+          "1_1_13",
+          "1_1_13",
+          "1_1_14",
+          "1_1_14",
+          "1_1_15",
+          "1_1_15",
+          "1_1_16",
+          "1_1_16",
+          "1_1_17",
+          "1_1_17",
+          "1_1_18",
+          "1_1_18",
+          "1_1_19",
+          "1_1_19",
+          "1_1_20",
+          "1_1_20",
+          "1_1_21",
+          "1_1_21",
+          "1_1_22",
+          "1_1_22",
+          "1_1_23",
+          "1_1_23",
+          "1_1_24",
+          "1_1_24",
+          "1_1_25",
+          "1_1_25",
+          "1_1_26",
+          "1_1_26",
+          "1_1_27",
+          "1_1_27",
+          "1_1_28",
+          "1_1_28",
+          "1_1_29",
+          "1_1_29",
+          "1_1_30",
+          "1_1_30",
+          "1_1_31",
+          "1_1_31",
+          "1_1_32",
+          "1_1_32",
+          "1_1_33",
+          "1_1_33",
+          "1_1_34",
+          "1_1_34",
+          "1_1_35",
+          "1_1_35",
+          "1_1_36",
+          "1_1_36",
+          "1_1_37",
+          "1_1_37",
+          "1_1_38",
+          "1_1_38",
+          "1_1_39",
+          "1_1_39",
+          "1_1_40",
+          "1_1_40",
+          "1_1_41",
+          "1_1_41",
+          "1_1_42",
+          "1_1_42",
+          "1_1_43",
+          "1_1_43",
+          "1_1_44",
+          "1_1_44",
+          "1_1_45",
+          "1_1_45",
+          "1_1_46",
+          "1_1_46",
+          "1_1_47",
+          "1_1_47",
+          "1_1_48",
+          "1_1_48",
+          "1_1_49",
+          "1_1_49",
+          "1_1_50",
+          "1_1_50",
+          "1_1_51",
+          "1_1_51",
+          "1_1_52",
+          "1_1_52",
+          "1_1_53",
+          "1_1_53",
+          "1_1_54",
+          "1_1_54",
+          "1_1_55",
+          "1_1_55",
+          "1_1_56",
+          "1_1_56",
+          "1_1_57",
+          "1_1_57",
+          "1_1_58",
+          "1_1_58",
+          "1_1_59",
+          "1_1_59",
+          "1_1_60",
+          "1_1_60",
+          "1_1_61",
+          "1_1_61",
+          "1_1_62",
+          "1_1_62",
+          "1_1_63",
+          "1_1_63",
+          "1_1_64",
+          "1_1_64",
+          "1_1_65",
+          "1_1_65",
+          "1_1_66",
+          "1_1_66",
+          "1_1_67",
+          "1_1_67",
+          "1_1_68",
+          "1_1_68",
+          "1_1_69",
+          "1_1_69",
+          "1_1_70",
+          "1_1_70",
+          "1_1_71",
+          "1_1_71",
+          "1_1_72",
+          "1_1_72",
+          "1_1_73",
+          "1_1_73",
+          "1_1_74",
+          "1_1_74",
+          "1_1_75",
+          "1_1_75",
+          "1_1_76",
+          "1_1_76",
+          "1_1_77",
+          "1_1_77",
+          "1_1_78",
+          "1_1_78",
+          "1_1_79",
+          "1_1_79",
+          "1_1_80",
+          "1_1_80",
+          "1_1_81",
+          "1_1_81",
+          "1_1_82",
+          "1_1_82",
+          "1_1_83",
+          "1_1_83",
+          "1_1_84",
+          "1_1_84",
+          "1_1_85",
+          "1_1_85",
+          "1_1_86",
+          "1_1_86",
+          "1_1_87",
+          "1_1_87",
+          "1_1_88",
+          "1_1_88",
+          "1_1_89",
+          "1_1_89",
+          "1_1_90",
+          "1_1_90",
+          "1_1_91",
+          "1_1_91",
+          "1_1_92",
+          "1_1_92",
+          "1_1_93",
+          "1_1_93",
+          "1_1_94",
+          "1_1_94",
+          "1_1_95",
+          "1_1_95",
+          "1_1_96",
+          "1_1_96",
+          "1_1_97",
+          "1_1_97",
+          "1_1_98",
+          "1_1_98",
+          "1_1_99",
+          "1_1_99",
+          "1_1_100",
+          "1_1_100",
+          "1_2_1",
+          "1_2_1",
+          "1_2_2",
+          "1_2_2",
+          "1_2_3",
+          "1_2_3",
+          "1_2_4",
+          "1_2_4",
+          "1_2_5",
+          "1_2_5",
+          "1_2_6",
+          "1_2_6",
+          "1_2_7",
+          "1_2_7",
+          "1_2_8",
+          "1_2_8",
+          "1_2_9",
+          "1_2_9",
+          "1_2_10",
+          "1_2_10",
+          "1_2_11",
+          "1_2_11",
+          "1_2_12",
+          "1_2_12",
+          "1_2_13",
+          "1_2_13",
+          "1_2_14",
+          "1_2_14",
+          "1_2_15",
+          "1_2_15",
+          "1_2_16",
+          "1_2_16",
+          "1_2_17",
+          "1_2_17",
+          "1_2_18",
+          "1_2_18",
+          "1_2_19",
+          "1_2_19",
+          "1_2_20",
+          "1_2_20",
+          "1_2_21",
+          "1_2_21",
+          "1_2_22",
+          "1_2_22",
+          "1_2_23",
+          "1_2_23",
+          "1_2_24",
+          "1_2_24",
+          "1_2_25",
+          "1_2_25",
+          "1_2_26",
+          "1_2_26",
+          "1_2_27",
+          "1_2_27",
+          "1_2_28",
+          "1_2_28",
+          "1_2_29",
+          "1_2_29",
+          "1_2_32",
+          "1_2_32",
+          "1_2_33",
+          "1_2_33",
+          "1_2_34",
+          "1_2_34",
+          "1_2_35",
+          "1_2_35",
+          "1_2_36",
+          "1_2_36",
+          "1_2_37",
+          "1_2_37",
+          "1_2_38",
+          "1_2_38",
+          "1_2_39",
+          "1_2_39",
+          "1_2_40",
+          "1_2_40",
+          "1_2_41",
+          "1_2_41",
+          "1_2_42",
+          "1_2_42",
+          "1_2_43",
+          "1_2_43",
+          "1_2_44",
+          "1_2_44",
+          "1_2_45",
+          "1_2_45",
+          "1_2_46",
+          "1_2_46",
+          "1_2_47",
+          "1_2_47",
+          "1_2_48",
+          "1_2_48",
+          "1_2_49",
+          "1_2_49",
+          "1_2_50",
+          "1_2_50",
+          "1_2_51",
+          "1_2_51",
+          "1_2_52",
+          "1_2_52",
+          "1_2_53",
+          "1_2_53",
+          "1_2_54",
+          "1_2_54",
+          "1_2_55",
+          "1_2_55",
+          "1_2_56",
+          "1_2_56",
+          "1_2_57",
+          "1_2_57",
+          "1_2_58",
+          "1_2_58",
+          "1_2_59",
+          "1_2_59",
+          "1_2_60",
+          "1_2_60",
+          "1_2_61",
+          "1_2_61",
+          "1_2_62",
+          "1_2_62",
+          "1_2_63",
+          "1_2_63",
+          "1_2_64",
+          "1_2_64",
+          "1_2_65",
+          "1_2_65",
+          "1_2_66",
+          "1_2_66",
+          "1_2_67",
+          "1_2_67",
+          "1_2_68",
+          "1_2_68",
+          "1_2_69",
+          "1_2_69",
+          "1_2_70",
+          "1_2_70",
+          "1_2_71",
+          "1_2_71",
+          "1_2_72",
+          "1_2_72",
+          "1_2_73",
+          "1_2_73",
+          "1_2_74",
+          "1_2_74",
+          "1_2_75",
+          "1_2_75",
+          "1_2_76",
+          "1_2_76",
+          "1_2_77",
+          "1_2_77",
+          "1_2_78",
+          "1_2_78",
+          "1_2_79",
+          "1_2_79",
+          "1_2_80",
+          "1_2_80",
+          "1_2_81",
+          "1_2_81",
+          "1_2_83",
+          "1_2_83",
+          "1_2_84",
+          "1_2_84",
+          "1_2_85",
+          "1_2_85",
+          "1_2_86",
+          "1_2_86",
+          "1_2_87",
+          "1_2_87",
+          "1_2_88",
+          "1_2_88",
+          "1_2_89",
+          "1_2_89",
+          "1_2_90",
+          "1_2_90",
+          "1_2_91",
+          "1_2_91",
+          "1_2_92",
+          "1_2_92",
+          "1_2_93",
+          "1_2_93",
+          "1_2_94",
+          "1_2_94",
+          "1_2_95",
+          "1_2_95",
+          "1_2_96",
+          "1_2_96",
+          "1_2_97",
+          "1_2_97",
+          "1_2_98",
+          "1_2_98",
+          "1_2_99",
+          "1_2_99",
+          "1_2_100",
+          "1_2_100",
+          "2_1_1",
+          "2_1_1",
+          "2_1_2",
+          "2_1_2",
+          "2_1_3",
+          "2_1_3",
+          "2_1_4",
+          "2_1_4",
+          "2_1_5",
+          "2_1_5",
+          "2_1_6",
+          "2_1_6",
+          "2_1_7",
+          "2_1_7",
+          "2_1_8",
+          "2_1_8",
+          "2_1_9",
+          "2_1_9",
+          "2_1_10",
+          "2_1_10",
+          "2_1_11",
+          "2_1_11",
+          "2_1_12",
+          "2_1_12",
+          "2_1_13",
+          "2_1_13",
+          "2_1_14",
+          "2_1_14",
+          "2_1_15",
+          "2_1_15",
+          "2_1_16",
+          "2_1_16",
+          "2_1_17",
+          "2_1_17",
+          "2_1_18",
+          "2_1_18",
+          "2_1_19",
+          "2_1_19",
+          "2_1_20",
+          "2_1_20",
+          "2_1_21",
+          "2_1_21",
+          "2_1_22",
+          "2_1_22",
+          "2_1_23",
+          "2_1_23",
+          "2_1_24",
+          "2_1_24",
+          "2_1_25",
+          "2_1_25",
+          "2_1_26",
+          "2_1_26",
+          "2_1_27",
+          "2_1_27",
+          "2_1_28",
+          "2_1_28",
+          "2_1_29",
+          "2_1_29",
+          "2_1_30",
+          "2_1_30",
+          "2_1_31",
+          "2_1_31",
+          "2_1_32",
+          "2_1_32",
+          "2_1_33",
+          "2_1_33",
+          "2_1_34",
+          "2_1_34",
+          "2_1_35",
+          "2_1_35",
+          "2_1_36",
+          "2_1_36",
+          "2_1_37",
+          "2_1_37",
+          "2_1_38",
+          "2_1_38",
+          "2_1_39",
+          "2_1_39",
+          "2_1_40",
+          "2_1_40",
+          "2_1_41",
+          "2_1_41",
+          "2_1_42",
+          "2_1_42",
+          "2_1_43",
+          "2_1_43",
+          "2_1_44",
+          "2_1_44",
+          "2_1_45",
+          "2_1_45",
+          "2_1_46",
+          "2_1_46",
+          "2_1_47",
+          "2_1_47",
+          "2_1_48",
+          "2_1_48",
+          "2_1_49",
+          "2_1_49",
+          "2_1_50",
+          "2_1_50",
+          "2_1_51",
+          "2_1_51",
+          "2_1_52",
+          "2_1_52",
+          "2_1_53",
+          "2_1_53",
+          "2_1_54",
+          "2_1_54",
+          "2_1_55",
+          "2_1_55",
+          "2_1_56",
+          "2_1_56",
+          "2_1_57",
+          "2_1_57",
+          "2_1_58",
+          "2_1_58",
+          "2_1_59",
+          "2_1_59",
+          "2_1_60",
+          "2_1_60",
+          "2_1_61",
+          "2_1_61",
+          "2_1_62",
+          "2_1_62",
+          "2_1_63",
+          "2_1_63",
+          "2_1_64",
+          "2_1_64",
+          "2_1_65",
+          "2_1_65",
+          "2_1_66",
+          "2_1_66",
+          "2_1_67",
+          "2_1_67",
+          "2_1_68",
+          "2_1_68",
+          "2_1_69",
+          "2_1_69",
+          "2_1_70",
+          "2_1_70",
+          "2_1_71",
+          "2_1_71",
+          "2_1_72",
+          "2_1_72",
+          "2_1_73",
+          "2_1_73",
+          "2_1_74",
+          "2_1_74",
+          "2_1_75",
+          "2_1_75",
+          "2_1_76",
+          "2_1_76",
+          "2_1_77",
+          "2_1_77",
+          "2_1_78",
+          "2_1_78",
+          "2_1_79",
+          "2_1_79",
+          "2_1_80",
+          "2_1_80",
+          "2_1_81",
+          "2_1_81",
+          "2_1_82",
+          "2_1_82",
+          "2_1_83",
+          "2_1_83",
+          "2_1_84",
+          "2_1_84",
+          "2_1_85",
+          "2_1_85",
+          "2_1_86",
+          "2_1_86",
+          "2_1_87",
+          "2_1_87",
+          "2_1_88",
+          "2_1_88",
+          "2_1_89",
+          "2_1_89",
+          "2_1_90",
+          "2_1_90",
+          "2_1_91",
+          "2_1_91",
+          "2_1_92",
+          "2_1_92",
+          "2_1_93",
+          "2_1_93",
+          "2_1_94",
+          "2_1_94",
+          "2_1_95",
+          "2_1_95",
+          "2_1_96",
+          "2_1_96",
+          "2_1_97",
+          "2_1_97",
+          "2_1_98",
+          "2_1_98",
+          "2_1_99",
+          "2_1_99",
+          "2_1_100",
+          "2_1_100",
+          "2_2_1",
+          "2_2_1",
+          "2_2_2",
+          "2_2_2",
+          "2_2_3",
+          "2_2_3",
+          "2_2_4",
+          "2_2_4",
+          "2_2_5",
+          "2_2_5",
+          "2_2_6",
+          "2_2_6",
+          "2_2_7",
+          "2_2_7",
+          "2_2_8",
+          "2_2_8",
+          "2_2_9",
+          "2_2_9",
+          "2_2_10",
+          "2_2_10",
+          "2_2_11",
+          "2_2_11",
+          "2_2_12",
+          "2_2_12",
+          "2_2_13",
+          "2_2_13",
+          "2_2_14",
+          "2_2_14",
+          "2_2_15",
+          "2_2_15",
+          "2_2_16",
+          "2_2_16",
+          "2_2_17",
+          "2_2_17",
+          "2_2_18",
+          "2_2_18",
+          "2_2_19",
+          "2_2_19",
+          "2_2_20",
+          "2_2_20",
+          "2_2_21",
+          "2_2_21",
+          "2_2_22",
+          "2_2_22",
+          "2_2_23",
+          "2_2_23",
+          "2_2_25",
+          "2_2_25",
+          "2_2_26",
+          "2_2_26",
+          "2_2_27",
+          "2_2_27",
+          "2_2_28",
+          "2_2_28",
+          "2_2_29",
+          "2_2_29",
+          "2_2_30",
+          "2_2_30",
+          "2_2_31",
+          "2_2_31",
+          "2_2_32",
+          "2_2_32",
+          "2_2_33",
+          "2_2_33",
+          "2_2_34",
+          "2_2_34",
+          "2_2_35",
+          "2_2_35",
+          "2_2_36",
+          "2_2_36",
+          "2_2_37",
+          "2_2_37",
+          "2_2_38",
+          "2_2_38",
+          "2_2_39",
+          "2_2_39",
+          "2_2_40",
+          "2_2_40",
+          "2_2_41",
+          "2_2_41",
+          "2_2_42",
+          "2_2_42",
+          "2_2_43",
+          "2_2_43",
+          "2_2_44",
+          "2_2_44",
+          "2_2_45",
+          "2_2_45",
+          "2_2_46",
+          "2_2_46",
+          "2_2_47",
+          "2_2_47",
+          "2_2_48",
+          "2_2_48",
+          "2_2_49",
+          "2_2_49",
+          "2_2_50",
+          "2_2_50",
+          "2_2_51",
+          "2_2_51",
+          "2_2_52",
+          "2_2_52",
+          "2_2_53",
+          "2_2_53",
+          "2_2_54",
+          "2_2_54",
+          "2_2_55",
+          "2_2_55",
+          "2_2_56",
+          "2_2_56",
+          "2_2_57",
+          "2_2_57",
+          "2_2_58",
+          "2_2_58",
+          "2_2_59",
+          "2_2_59",
+          "2_2_60",
+          "2_2_60",
+          "2_2_61",
+          "2_2_61",
+          "2_2_62",
+          "2_2_62",
+          "2_2_63",
+          "2_2_63",
+          "2_2_64",
+          "2_2_64",
+          "2_2_65",
+          "2_2_65",
+          "2_2_66",
+          "2_2_66",
+          "2_2_67",
+          "2_2_67",
+          "2_2_68",
+          "2_2_68",
+          "2_2_69",
+          "2_2_69",
+          "2_2_70",
+          "2_2_70",
+          "2_2_71",
+          "2_2_71",
+          "2_2_72",
+          "2_2_72",
+          "2_2_73",
+          "2_2_73",
+          "2_2_75",
+          "2_2_75",
+          "2_2_76",
+          "2_2_76",
+          "2_2_77",
+          "2_2_77",
+          "2_2_79",
+          "2_2_79",
+          "2_2_80",
+          "2_2_80",
+          "2_2_81",
+          "2_2_81",
+          "2_2_82",
+          "2_2_82",
+          "2_2_83",
+          "2_2_83",
+          "2_2_84",
+          "2_2_84",
+          "2_2_85",
+          "2_2_85",
+          "2_2_86",
+          "2_2_86",
+          "2_2_87",
+          "2_2_87",
+          "2_2_88",
+          "2_2_88",
+          "2_2_89",
+          "2_2_89",
+          "2_2_90",
+          "2_2_90",
+          "2_2_91",
+          "2_2_91",
+          "2_2_92",
+          "2_2_92",
+          "2_2_93",
+          "2_2_93",
+          "2_2_94",
+          "2_2_94",
+          "2_2_95",
+          "2_2_95",
+          "2_2_96",
+          "2_2_96",
+          "2_2_97",
+          "2_2_97",
+          "2_2_98",
+          "2_2_98",
+          "2_2_99",
+          "2_2_99",
+          "2_2_100",
+          "2_2_100",
+          "3_1_1",
+          "3_1_1",
+          "3_1_2",
+          "3_1_2",
+          "3_1_3",
+          "3_1_3",
+          "3_1_4",
+          "3_1_4",
+          "3_1_5",
+          "3_1_5",
+          "3_1_6",
+          "3_1_6",
+          "3_1_7",
+          "3_1_7",
+          "3_1_8",
+          "3_1_8",
+          "3_1_9",
+          "3_1_9",
+          "3_1_10",
+          "3_1_10",
+          "3_1_11",
+          "3_1_11",
+          "3_1_12",
+          "3_1_12",
+          "3_1_13",
+          "3_1_13",
+          "3_1_14",
+          "3_1_14",
+          "3_1_15",
+          "3_1_15",
+          "3_1_16",
+          "3_1_16",
+          "3_1_17",
+          "3_1_17",
+          "3_1_18",
+          "3_1_18",
+          "3_1_19",
+          "3_1_19",
+          "3_1_20",
+          "3_1_20",
+          "3_1_21",
+          "3_1_21",
+          "3_1_22",
+          "3_1_22",
+          "3_1_23",
+          "3_1_23",
+          "3_1_24",
+          "3_1_24",
+          "3_1_25",
+          "3_1_25",
+          "3_1_26",
+          "3_1_26",
+          "3_1_27",
+          "3_1_27",
+          "3_1_28",
+          "3_1_28",
+          "3_1_29",
+          "3_1_29",
+          "3_1_30",
+          "3_1_30",
+          "3_1_31",
+          "3_1_31",
+          "3_1_32",
+          "3_1_32",
+          "3_1_33",
+          "3_1_33",
+          "3_1_34",
+          "3_1_34",
+          "3_1_35",
+          "3_1_35",
+          "3_1_36",
+          "3_1_36",
+          "3_1_37",
+          "3_1_37",
+          "3_1_38",
+          "3_1_38",
+          "3_1_39",
+          "3_1_39",
+          "3_1_40",
+          "3_1_40",
+          "3_1_41",
+          "3_1_41",
+          "3_1_42",
+          "3_1_42",
+          "3_1_43",
+          "3_1_43",
+          "3_1_44",
+          "3_1_44",
+          "3_1_45",
+          "3_1_45",
+          "3_1_46",
+          "3_1_46",
+          "3_1_47",
+          "3_1_47",
+          "3_1_48",
+          "3_1_48",
+          "3_1_49",
+          "3_1_49",
+          "3_1_50",
+          "3_1_50",
+          "3_1_51",
+          "3_1_51",
+          "3_1_52",
+          "3_1_52",
+          "3_1_53",
+          "3_1_53",
+          "3_1_55",
+          "3_1_55",
+          "3_1_56",
+          "3_1_56",
+          "3_1_57",
+          "3_1_57",
+          "3_1_58",
+          "3_1_58",
+          "3_1_59",
+          "3_1_59",
+          "3_1_60",
+          "3_1_60",
+          "3_1_61",
+          "3_1_61",
+          "3_1_62",
+          "3_1_62",
+          "3_1_63",
+          "3_1_63",
+          "3_1_64",
+          "3_1_64",
+          "3_1_65",
+          "3_1_65",
+          "3_1_66",
+          "3_1_66",
+          "3_1_67",
+          "3_1_67",
+          "3_1_68",
+          "3_1_68",
+          "3_1_69",
+          "3_1_69",
+          "3_1_70",
+          "3_1_70",
+          "3_1_71",
+          "3_1_71",
+          "3_1_72",
+          "3_1_72",
+          "3_1_73",
+          "3_1_73",
+          "3_1_74",
+          "3_1_74",
+          "3_1_75",
+          "3_1_75",
+          "3_1_76",
+          "3_1_76",
+          "3_1_77",
+          "3_1_77",
+          "3_1_78",
+          "3_1_78",
+          "3_1_79",
+          "3_1_79",
+          "3_1_80",
+          "3_1_80",
+          "3_1_81",
+          "3_1_81",
+          "3_1_82",
+          "3_1_82",
+          "3_1_83",
+          "3_1_83",
+          "3_1_84",
+          "3_1_84",
+          "3_1_85",
+          "3_1_85",
+          "3_1_86",
+          "3_1_86",
+          "3_1_87",
+          "3_1_87",
+          "3_1_88",
+          "3_1_88",
+          "3_1_89",
+          "3_1_89",
+          "3_1_91",
+          "3_1_91",
+          "3_1_92",
+          "3_1_92",
+          "3_1_93",
+          "3_1_93",
+          "3_1_94",
+          "3_1_94",
+          "3_1_95",
+          "3_1_95",
+          "3_1_96",
+          "3_1_96",
+          "3_1_97",
+          "3_1_97",
+          "3_1_99",
+          "3_1_99",
+          "3_1_100",
+          "3_1_100",
+          "3_2_1",
+          "3_2_1",
+          "3_2_2",
+          "3_2_2",
+          "3_2_3",
+          "3_2_3",
+          "3_2_4",
+          "3_2_4",
+          "3_2_5",
+          "3_2_5",
+          "3_2_6",
+          "3_2_6",
+          "3_2_7",
+          "3_2_7",
+          "3_2_8",
+          "3_2_8",
+          "3_2_9",
+          "3_2_9",
+          "3_2_10",
+          "3_2_10",
+          "3_2_11",
+          "3_2_11",
+          "3_2_12",
+          "3_2_12",
+          "3_2_13",
+          "3_2_13",
+          "3_2_14",
+          "3_2_14",
+          "3_2_15",
+          "3_2_15",
+          "3_2_16",
+          "3_2_16",
+          "3_2_17",
+          "3_2_17",
+          "3_2_18",
+          "3_2_18",
+          "3_2_19",
+          "3_2_19",
+          "3_2_20",
+          "3_2_20",
+          "3_2_21",
+          "3_2_21",
+          "3_2_22",
+          "3_2_22",
+          "3_2_23",
+          "3_2_23",
+          "3_2_24",
+          "3_2_24",
+          "3_2_25",
+          "3_2_25",
+          "3_2_26",
+          "3_2_26",
+          "3_2_27",
+          "3_2_27",
+          "3_2_28",
+          "3_2_28",
+          "3_2_29",
+          "3_2_29",
+          "3_2_30",
+          "3_2_30",
+          "3_2_31",
+          "3_2_31",
+          "3_2_33",
+          "3_2_33",
+          "3_2_34",
+          "3_2_34",
+          "3_2_35",
+          "3_2_35",
+          "3_2_36",
+          "3_2_36",
+          "3_2_37",
+          "3_2_37",
+          "3_2_38",
+          "3_2_38",
+          "3_2_39",
+          "3_2_39",
+          "3_2_40",
+          "3_2_40",
+          "3_2_41",
+          "3_2_41",
+          "3_2_42",
+          "3_2_42",
+          "3_2_43",
+          "3_2_43",
+          "3_2_44",
+          "3_2_44",
+          "3_2_45",
+          "3_2_45",
+          "3_2_46",
+          "3_2_46",
+          "3_2_47",
+          "3_2_47",
+          "3_2_48",
+          "3_2_48",
+          "3_2_49",
+          "3_2_49",
+          "3_2_50",
+          "3_2_50",
+          "3_2_51",
+          "3_2_51",
+          "3_2_52",
+          "3_2_52",
+          "3_2_53",
+          "3_2_53",
+          "3_2_54",
+          "3_2_54",
+          "3_2_55",
+          "3_2_55",
+          "3_2_56",
+          "3_2_56",
+          "3_2_57",
+          "3_2_57",
+          "3_2_58",
+          "3_2_58",
+          "3_2_59",
+          "3_2_59",
+          "3_2_60",
+          "3_2_60",
+          "3_2_61",
+          "3_2_61",
+          "3_2_62",
+          "3_2_62",
+          "3_2_63",
+          "3_2_63",
+          "3_2_64",
+          "3_2_64",
+          "3_2_65",
+          "3_2_65",
+          "3_2_66",
+          "3_2_66",
+          "3_2_67",
+          "3_2_67",
+          "3_2_68",
+          "3_2_68",
+          "3_2_69",
+          "3_2_69",
+          "3_2_70",
+          "3_2_70",
+          "3_2_71",
+          "3_2_71",
+          "3_2_72",
+          "3_2_72",
+          "3_2_73",
+          "3_2_73",
+          "3_2_74",
+          "3_2_74",
+          "3_2_75",
+          "3_2_75",
+          "3_2_76",
+          "3_2_76",
+          "3_2_77",
+          "3_2_77",
+          "3_2_78",
+          "3_2_78",
+          "3_2_79",
+          "3_2_79",
+          "3_2_80",
+          "3_2_80",
+          "3_2_81",
+          "3_2_81",
+          "3_2_82",
+          "3_2_82",
+          "3_2_83",
+          "3_2_83",
+          "3_2_84",
+          "3_2_84",
+          "3_2_85",
+          "3_2_85",
+          "3_2_86",
+          "3_2_86",
+          "3_2_87",
+          "3_2_87",
+          "3_2_88",
+          "3_2_88",
+          "3_2_89",
+          "3_2_89",
+          "3_2_90",
+          "3_2_90",
+          "3_2_91",
+          "3_2_91",
+          "3_2_92",
+          "3_2_92",
+          "3_2_93",
+          "3_2_93",
+          "3_2_94",
+          "3_2_94",
+          "3_2_95",
+          "3_2_95",
+          "3_2_96",
+          "3_2_96",
+          "3_2_97",
+          "3_2_97",
+          "3_2_98",
+          "3_2_98",
+          "3_2_99",
+          "3_2_99",
+          "3_2_100",
+          "3_2_100",
+          "4_1_1",
+          "4_1_1",
+          "4_1_2",
+          "4_1_2",
+          "4_1_3",
+          "4_1_3",
+          "4_1_4",
+          "4_1_4",
+          "4_1_5",
+          "4_1_5",
+          "4_1_6",
+          "4_1_6",
+          "4_1_7",
+          "4_1_7",
+          "4_1_8",
+          "4_1_8",
+          "4_1_9",
+          "4_1_9",
+          "4_1_10",
+          "4_1_10",
+          "4_1_11",
+          "4_1_11",
+          "4_1_12",
+          "4_1_12",
+          "4_1_14",
+          "4_1_14",
+          "4_1_15",
+          "4_1_15",
+          "4_1_16",
+          "4_1_16",
+          "4_1_17",
+          "4_1_17",
+          "4_1_18",
+          "4_1_18",
+          "4_1_19",
+          "4_1_19",
+          "4_1_20",
+          "4_1_20",
+          "4_1_21",
+          "4_1_21",
+          "4_1_22",
+          "4_1_22",
+          "4_1_23",
+          "4_1_23",
+          "4_1_24",
+          "4_1_24",
+          "4_1_25",
+          "4_1_25",
+          "4_1_26",
+          "4_1_26",
+          "4_1_27",
+          "4_1_27",
+          "4_1_28",
+          "4_1_28",
+          "4_1_29",
+          "4_1_29",
+          "4_1_30",
+          "4_1_30",
+          "4_1_31",
+          "4_1_31",
+          "4_1_33",
+          "4_1_33",
+          "4_1_34",
+          "4_1_34",
+          "4_1_35",
+          "4_1_35",
+          "4_1_36",
+          "4_1_36",
+          "4_1_37",
+          "4_1_37",
+          "4_1_38",
+          "4_1_38",
+          "4_1_39",
+          "4_1_39",
+          "4_1_41",
+          "4_1_41",
+          "4_1_42",
+          "4_1_42",
+          "4_1_43",
+          "4_1_43",
+          "4_1_44",
+          "4_1_44",
+          "4_1_45",
+          "4_1_45",
+          "4_1_46",
+          "4_1_46",
+          "4_1_47",
+          "4_1_47",
+          "4_1_48",
+          "4_1_48",
+          "4_1_49",
+          "4_1_49",
+          "4_1_50",
+          "4_1_50",
+          "4_1_51",
+          "4_1_51",
+          "4_1_52",
+          "4_1_52",
+          "4_1_53",
+          "4_1_53",
+          "4_1_54",
+          "4_1_54",
+          "4_1_55",
+          "4_1_55",
+          "4_1_56",
+          "4_1_56",
+          "4_1_57",
+          "4_1_57",
+          "4_1_58",
+          "4_1_58",
+          "4_1_59",
+          "4_1_59",
+          "4_1_60",
+          "4_1_60",
+          "4_1_61",
+          "4_1_61",
+          "4_1_62",
+          "4_1_62",
+          "4_1_63",
+          "4_1_63",
+          "4_1_64",
+          "4_1_64",
+          "4_1_65",
+          "4_1_65",
+          "4_1_66",
+          "4_1_66",
+          "4_1_67",
+          "4_1_67",
+          "4_1_68",
+          "4_1_68",
+          "4_1_69",
+          "4_1_69",
+          "4_1_70",
+          "4_1_70",
+          "4_1_71",
+          "4_1_71",
+          "4_1_72",
+          "4_1_72",
+          "4_1_73",
+          "4_1_73",
+          "4_1_74",
+          "4_1_74",
+          "4_1_75",
+          "4_1_75",
+          "4_1_76",
+          "4_1_76",
+          "4_1_77",
+          "4_1_77",
+          "4_1_78",
+          "4_1_78",
+          "4_1_79",
+          "4_1_79",
+          "4_1_80",
+          "4_1_80",
+          "4_1_81",
+          "4_1_81",
+          "4_1_82",
+          "4_1_82",
+          "4_1_83",
+          "4_1_83",
+          "4_1_84",
+          "4_1_84",
+          "4_1_85",
+          "4_1_85",
+          "4_1_86",
+          "4_1_86",
+          "4_1_87",
+          "4_1_87",
+          "4_1_88",
+          "4_1_88",
+          "4_1_89",
+          "4_1_89",
+          "4_1_90",
+          "4_1_90",
+          "4_1_92",
+          "4_1_92",
+          "4_1_93",
+          "4_1_93",
+          "4_1_94",
+          "4_1_94",
+          "4_1_95",
+          "4_1_95",
+          "4_1_96",
+          "4_1_96",
+          "4_1_97",
+          "4_1_97",
+          "4_1_98",
+          "4_1_98",
+          "4_1_99",
+          "4_1_99",
+          "4_1_100",
+          "4_1_100",
+          "4_2_1",
+          "4_2_1",
+          "4_2_2",
+          "4_2_2",
+          "4_2_3",
+          "4_2_3",
+          "4_2_4",
+          "4_2_4",
+          "4_2_5",
+          "4_2_5",
+          "4_2_6",
+          "4_2_6",
+          "4_2_7",
+          "4_2_7",
+          "4_2_8",
+          "4_2_8",
+          "4_2_9",
+          "4_2_9",
+          "4_2_10",
+          "4_2_10",
+          "4_2_11",
+          "4_2_11",
+          "4_2_13",
+          "4_2_13",
+          "4_2_14",
+          "4_2_14",
+          "4_2_15",
+          "4_2_15",
+          "4_2_16",
+          "4_2_16",
+          "4_2_17",
+          "4_2_17",
+          "4_2_18",
+          "4_2_18",
+          "4_2_19",
+          "4_2_19",
+          "4_2_20",
+          "4_2_20",
+          "4_2_21",
+          "4_2_21",
+          "4_2_22",
+          "4_2_22",
+          "4_2_23",
+          "4_2_23",
+          "4_2_24",
+          "4_2_24",
+          "4_2_25",
+          "4_2_25",
+          "4_2_26",
+          "4_2_26",
+          "4_2_27",
+          "4_2_27",
+          "4_2_28",
+          "4_2_28",
+          "4_2_30",
+          "4_2_30",
+          "4_2_31",
+          "4_2_31",
+          "4_2_32",
+          "4_2_32",
+          "4_2_33",
+          "4_2_33",
+          "4_2_34",
+          "4_2_34",
+          "4_2_35",
+          "4_2_35",
+          "4_2_36",
+          "4_2_36",
+          "4_2_37",
+          "4_2_37",
+          "4_2_38",
+          "4_2_38",
+          "4_2_39",
+          "4_2_39",
+          "4_2_40",
+          "4_2_40",
+          "4_2_41",
+          "4_2_41",
+          "4_2_42",
+          "4_2_42",
+          "4_2_43",
+          "4_2_43",
+          "4_2_44",
+          "4_2_44",
+          "4_2_45",
+          "4_2_45",
+          "4_2_46",
+          "4_2_46",
+          "4_2_47",
+          "4_2_47",
+          "4_2_48",
+          "4_2_48",
+          "4_2_49",
+          "4_2_49",
+          "4_2_50",
+          "4_2_50",
+          "4_2_51",
+          "4_2_51",
+          "4_2_52",
+          "4_2_52",
+          "4_2_53",
+          "4_2_53",
+          "4_2_54",
+          "4_2_54",
+          "4_2_55",
+          "4_2_55",
+          "4_2_56",
+          "4_2_56",
+          "4_2_57",
+          "4_2_57",
+          "4_2_58",
+          "4_2_58",
+          "4_2_59",
+          "4_2_59",
+          "4_2_60",
+          "4_2_60",
+          "4_2_61",
+          "4_2_61",
+          "4_2_62",
+          "4_2_62",
+          "4_2_63",
+          "4_2_63",
+          "4_2_64",
+          "4_2_64",
+          "4_2_65",
+          "4_2_65",
+          "4_2_66",
+          "4_2_66",
+          "4_2_67",
+          "4_2_67",
+          "4_2_68",
+          "4_2_68",
+          "4_2_69",
+          "4_2_69",
+          "4_2_70",
+          "4_2_70",
+          "4_2_71",
+          "4_2_71",
+          "4_2_72",
+          "4_2_72",
+          "4_2_73",
+          "4_2_73",
+          "4_2_74",
+          "4_2_74",
+          "4_2_76",
+          "4_2_76",
+          "4_2_77",
+          "4_2_77",
+          "4_2_78",
+          "4_2_78",
+          "4_2_79",
+          "4_2_79",
+          "4_2_80",
+          "4_2_80",
+          "4_2_81",
+          "4_2_81",
+          "4_2_82",
+          "4_2_82",
+          "4_2_83",
+          "4_2_83",
+          "4_2_84",
+          "4_2_84",
+          "4_2_85",
+          "4_2_85",
+          "4_2_86",
+          "4_2_86",
+          "4_2_87",
+          "4_2_87",
+          "4_2_88",
+          "4_2_88",
+          "4_2_89",
+          "4_2_89",
+          "4_2_90",
+          "4_2_90",
+          "4_2_91",
+          "4_2_91",
+          "4_2_92",
+          "4_2_92",
+          "4_2_93",
+          "4_2_93",
+          "4_2_94",
+          "4_2_94",
+          "4_2_95",
+          "4_2_95",
+          "4_2_96",
+          "4_2_96",
+          "4_2_97",
+          "4_2_97",
+          "4_2_98",
+          "4_2_98",
+          "4_2_99",
+          "4_2_99",
+          "4_2_100",
+          "4_2_100"
+         ],
+         "xaxis": "x2",
+         "y": [
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0
+         ],
+         "yaxis": "y2"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_18",
+          "1_2_5",
+          "2_1_49",
+          "2_1_50",
+          "2_1_60",
+          "2_2_58",
+          "2_2_61",
+          "2_2_79",
+          "2_2_97",
+          "3_1_69",
+          "3_1_71",
+          "4_1_73"
+         ],
+         "xaxis": "x2",
+         "y": {
+          "bdata": "mpmZmZmZBUA9CtejcD0EQNejcD0K1/s/PQrXo3A9/j/NzMzMzMz8P8P1KFyPwgFAZmZmZmZm/j+amZmZmZn9Pz0K16NwPf4/CtejcD0K/z8K16NwPQoBQDMzMzMzMwFA",
+          "dtype": "f8"
+         },
+         "yaxis": "y2"
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "X̄",
+          "x": 0.225,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 1.0,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "S",
+          "x": 0.775,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 1.0,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 237.8",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 0.800",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x2 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y2 domain"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 450,
+        "hovermode": "closest",
+        "margin": {
+         "b": 100
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 237.83,
+          "y1": 237.83,
+          "yref": "y"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x2 domain",
+          "y0": 0.8,
+          "y1": 0.8,
+          "yref": "y2"
+         }
+        ],
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           27,
-           3632
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           27,
-           3633
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           27,
-           3634
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           27,
-           3635
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           28,
-           3636
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           28,
-           3637
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           28,
-           3638
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           28,
-           3639
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           29,
-           3645
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           30,
-           3646
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           30,
-           3647
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           30,
-           3648
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           30,
-           3649
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           31,
-           3651
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           31,
-           3652
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           31,
-           3653
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           31,
-           3654
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           31,
-           3655
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           32,
-           3657
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           32,
-           3658
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           32,
-           3659
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           32,
-           3660
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           33,
-           3661
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           33,
-           3662
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
           ],
-          [
-           "4_2",
-           33,
-           3663
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "font": {
+          "color": "#222222",
+          "size": 14
+         },
+         "x": 0.5,
+         "xanchor": "center"
+        },
+        "width": 1000,
+        "xaxis": {
+         "anchor": "y",
+         "automargin": true,
+         "domain": [
+          0.0,
+          0.45
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Subgroup"
+         },
+         "type": "category"
+        },
+        "xaxis2": {
+         "anchor": "y2",
+         "automargin": true,
+         "domain": [
+          0.55,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Subgroup"
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "anchor": "x",
+         "autorange": false,
+         "domain": [
+          0.0,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          230.486,
+          242.674
+         ],
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         },
+         "zeroline": false
+        },
+        "yaxis2": {
+         "anchor": "x2",
+         "autorange": false,
+         "domain": [
+          0.0,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          -0.135,
+          2.835
+         ],
+         "showgrid": true,
+         "showline": true
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds3_val.execute(chart='Xbar', by=[], companion=True).plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Analysis of Original PM Behavior — Xbar/S by PDC RSG (Slides 3-18)\n",
+    "\n",
+    "Average and standard deviation charts over production time for each of the 8 factor combinations (PDC RSG: 1-1, 1-2, 2-1, 2-2, 3-1, 3-2, 4-1, 4-2). Each centre line is the unweighted mean of that condition's subgroup means, one-observation subgroups included (Bishop's reference: 238.22, 238.61, 237.33, 239.00, 236.64, 237.10, 237.52, 238.18)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.730469Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.730393Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.888057Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.887732Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar_1_1",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x",
+         "y": [
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          240.12,
+          240.12,
+          239.24,
+          239.24,
+          239.24,
+          239.24,
+          239.62,
+          239.62,
+          239.62,
+          239.62,
+          239.62,
+          239.62,
+          239.24,
+          239.24,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          239.24,
+          239.24,
+          240.12,
+          240.12,
+          239.62,
+          239.62,
+          240.12,
+          240.12,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          239.24,
+          239.24,
+          240.12,
+          240.12,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          240.12,
+          240.12,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          239.62,
+          239.62,
+          239.62,
+          239.62,
+          239.38,
+          239.38,
+          240.12,
+          240.12,
+          239.38,
+          239.38,
+          240.12,
+          240.12,
+          239.38,
+          239.38,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          240.12,
+          240.12,
+          240.12,
+          240.12,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          240.12,
+          240.12,
+          239.62,
+          239.62,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          239.38,
+          239.38,
+          239.24,
+          239.24,
+          239.24,
+          239.24,
+          239.24,
+          239.24,
+          239.24,
+          239.24,
+          239.62,
+          239.62,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          239.24,
+          239.24,
+          240.12,
+          240.12,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          239.38,
+          239.38,
+          239.24,
+          239.24,
+          239.62,
+          239.62,
+          239.38,
+          239.38,
+          240.12,
+          240.12,
+          240.12,
+          240.12,
+          239.24,
+          239.24,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.24,
+          239.24,
+          239.62,
+          239.62,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          239.24,
+          239.24,
+          239.62,
+          239.62,
+          239.38,
+          239.38,
+          239.62,
+          239.62,
+          239.62,
+          239.62,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.24,
+          239.24,
+          239.38,
+          239.38,
+          239.38,
+          239.38,
+          239.62
+         ],
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x",
+         "y": [
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          236.31,
+          236.31,
+          237.19,
+          237.19,
+          237.19,
+          237.19,
+          236.82,
+          236.82,
+          236.82,
+          236.82,
+          236.82,
+          236.82,
+          237.19,
+          237.19,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          237.19,
+          237.19,
+          236.31,
+          236.31,
+          236.82,
+          236.82,
+          236.31,
+          236.31,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          237.19,
+          237.19,
+          236.31,
+          236.31,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          236.31,
+          236.31,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          236.82,
+          236.82,
+          236.82,
+          236.82,
+          237.05,
+          237.05,
+          236.31,
+          236.31,
+          237.05,
+          237.05,
+          236.31,
+          236.31,
+          237.05,
+          237.05,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          236.31,
+          236.31,
+          236.31,
+          236.31,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          236.31,
+          236.31,
+          236.82,
+          236.82,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          237.05,
+          237.05,
+          237.19,
+          237.19,
+          237.19,
+          237.19,
+          237.19,
+          237.19,
+          237.19,
+          237.19,
+          236.82,
+          236.82,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          237.19,
+          237.19,
+          236.31,
+          236.31,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          237.05,
+          237.05,
+          237.19,
+          237.19,
+          236.82,
+          236.82,
+          237.05,
+          237.05,
+          236.31,
+          236.31,
+          236.31,
+          236.31,
+          237.19,
+          237.19,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          237.19,
+          237.19,
+          236.82,
+          236.82,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          237.19,
+          237.19,
+          236.82,
+          236.82,
+          237.05,
+          237.05,
+          236.82,
+          236.82,
+          236.82,
+          236.82,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          237.19,
+          237.19,
+          237.05,
+          237.05,
+          237.05,
+          237.05,
+          236.82
+         ],
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "2",
+          "5",
+          "13",
+          "14",
+          "15",
+          "19",
+          "22",
+          "29",
+          "30",
+          "42",
+          "43",
+          "53",
+          "56",
+          "70",
+          "72",
+          "75",
+          "77",
+          "78",
+          "80",
+          "82",
+          "83",
+          "88",
+          "99",
+          "100"
+         ],
+         "xaxis": "x",
+         "y": {
+          "bdata": "FK5H4Xr0bUCkcD0K16NtQBSuR+F6lG1AcT0K16MQbUCamZmZmRluQClcj8L1EG5AH4XrUbgGbkCF61G4Hj1tQD0K16NwjW1AzczMzMxUbUBxPQrXo1htQClcj8L1oG1AKVyPwvXwbUCPwvUoXO9tQD0K16Nw/W1APQrXo3D9bUBSuB6F6/ltQM3MzMzMBG5A16NwPQr3bUBmZmZmZu5tQHE9CtejAG5A7FG4HoVbbUAUrkfhemRtQHE9CtejcG1A",
+          "dtype": "f8"
+         },
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S_1_1",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x2",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y2"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x2",
+         "y": [
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          2.34,
+          2.34,
+          1.5,
+          1.5,
+          1.5,
+          1.5,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.5,
+          1.5,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          1.5,
+          1.5,
+          2.34,
+          2.34,
+          1.84,
+          1.84,
+          2.34,
+          2.34,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          1.5,
+          1.5,
+          2.34,
+          2.34,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          2.34,
+          2.34,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.62,
+          1.62,
+          2.34,
+          2.34,
+          1.62,
+          1.62,
+          2.34,
+          2.34,
+          1.62,
+          1.62,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          2.34,
+          2.34,
+          2.34,
+          2.34,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          2.34,
+          2.34,
+          1.84,
+          1.84,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          1.62,
+          1.62,
+          1.5,
+          1.5,
+          1.5,
+          1.5,
+          1.5,
+          1.5,
+          1.5,
+          1.5,
+          1.84,
+          1.84,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          1.5,
+          1.5,
+          2.34,
+          2.34,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          1.62,
+          1.62,
+          1.5,
+          1.5,
+          1.84,
+          1.84,
+          1.62,
+          1.62,
+          2.34,
+          2.34,
+          2.34,
+          2.34,
+          1.5,
+          1.5,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.5,
+          1.5,
+          1.84,
+          1.84,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          1.5,
+          1.5,
+          1.84,
+          1.84,
+          1.62,
+          1.62,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.5,
+          1.5,
+          1.62,
+          1.62,
+          1.62,
+          1.62,
+          1.84
+         ],
+         "yaxis": "y2"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x2",
+         "y": [
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0
+         ],
+         "yaxis": "y2"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "6",
+          "18"
+         ],
+         "xaxis": "x2",
+         "y": {
+          "bdata": "ZmZmZmZmAECamZmZmZkFQA==",
+          "dtype": "f8"
+         },
+         "yaxis": "y2"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar_1_2",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x3",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y3"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x3",
+         "y": [
+          240.22,
+          240.22,
+          240.79,
+          240.79,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          240.22,
+          240.22,
+          239.95,
+          239.95,
+          240.79,
+          240.79,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          240.22,
+          240.22,
+          240.22,
+          240.22,
+          239.95,
+          239.95,
+          240.22,
+          240.22,
+          240.22,
+          240.22,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          240.22,
+          240.22,
+          240.79,
+          240.79,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          240.22,
+          240.22,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          240.22,
+          240.22,
+          240.79,
+          240.79,
+          239.95,
+          239.95,
+          240.79,
+          240.79,
+          240.22,
+          240.22,
+          239.95,
+          239.95,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          239.78,
+          239.78,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          240.79,
+          240.79,
+          239.95,
+          239.95,
+          239.78,
+          239.78,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          239.78,
+          240.22,
+          240.22,
+          240.79,
+          240.79,
+          239.95,
+          239.95,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          240.22,
+          240.22,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.78,
+          239.78,
+          240.22,
+          240.22,
+          239.95,
+          239.95,
+          240.22,
+          240.22,
+          240.79,
+          240.79,
+          239.95,
+          239.95,
+          240.22,
+          240.22,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          239.95,
+          239.95,
+          239.78,
+          239.78,
+          239.95,
+          239.95,
+          239.78
+         ],
+         "yaxis": "y3"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x3",
+         "y": [
+          237.01,
+          237.01,
+          236.43,
+          236.43,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.01,
+          237.01,
+          237.28,
+          237.28,
+          236.43,
+          236.43,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.01,
+          237.01,
+          237.01,
+          237.01,
+          237.28,
+          237.28,
+          237.01,
+          237.01,
+          237.01,
+          237.01,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.01,
+          237.01,
+          236.43,
+          236.43,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.01,
+          237.01,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.01,
+          237.01,
+          236.43,
+          236.43,
+          237.28,
+          237.28,
+          236.43,
+          236.43,
+          237.01,
+          237.01,
+          237.28,
+          237.28,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.44,
+          237.44,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          236.43,
+          236.43,
+          237.28,
+          237.28,
+          237.44,
+          237.44,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.44,
+          237.01,
+          237.01,
+          236.43,
+          236.43,
+          237.28,
+          237.28,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.01,
+          237.01,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.44,
+          237.44,
+          237.01,
+          237.01,
+          237.28,
+          237.28,
+          237.01,
+          237.01,
+          236.43,
+          236.43,
+          237.28,
+          237.28,
+          237.01,
+          237.01,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.44,
+          237.44,
+          237.28,
+          237.28,
+          237.44
+         ],
+         "yaxis": "y3"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "7",
+          "14",
+          "52",
+          "53",
+          "59",
+          "78",
+          "84",
+          "95",
+          "98"
+         ],
+         "xaxis": "x3",
+         "y": {
+          "bdata": "rkfhehSWbUDNzMzMzIRtQGZmZmZm/mxArkfhehT+bUBmZmZmZgZuQAAAAAAAEG5AmpmZmZmhbUA9CtejcKVtQOF6FK5HAW5AFK5H4XoEbkA=",
+          "dtype": "f8"
+         },
+         "yaxis": "y3"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S_1_2",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x4",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y4"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x4",
+         "y": [
+          2.11,
+          2.11,
+          2.68,
+          2.68,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          2.11,
+          2.11,
+          1.86,
+          1.86,
+          2.68,
+          2.68,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          2.11,
+          2.11,
+          2.11,
+          2.11,
+          1.86,
+          1.86,
+          2.11,
+          2.11,
+          2.11,
+          2.11,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          2.11,
+          2.11,
+          2.68,
+          2.68,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          2.11,
+          2.11,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          2.11,
+          2.11,
+          2.68,
+          2.68,
+          1.86,
+          1.86,
+          2.68,
+          2.68,
+          2.11,
+          2.11,
+          1.86,
+          1.86,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          1.71,
+          1.71,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          2.68,
+          2.68,
+          1.86,
+          1.86,
+          1.71,
+          1.71,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          1.71,
+          2.11,
+          2.11,
+          2.68,
+          2.68,
+          1.86,
+          1.86,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          2.11,
+          2.11,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.71,
+          1.71,
+          2.11,
+          2.11,
+          1.86,
+          1.86,
+          2.11,
+          2.11,
+          2.68,
+          2.68,
+          1.86,
+          1.86,
+          2.11,
+          2.11,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          1.86,
+          1.86,
+          1.71,
+          1.71,
+          1.86,
+          1.86,
+          1.71
+         ],
+         "yaxis": "y4"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x4",
+         "y": [
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0
+         ],
+         "yaxis": "y4"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "5"
+         ],
+         "xaxis": "x4",
+         "y": {
+          "bdata": "PQrXo3A9BEA=",
+          "dtype": "f8"
+         },
+         "yaxis": "y4"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar_2_1",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x5",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y5"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x5",
+         "y": [
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.66,
+          238.66,
+          238.49,
+          238.49,
+          238.92,
+          238.92,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.92,
+          238.92,
+          238.66,
+          238.66,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.92,
+          238.92,
+          239.5,
+          239.5,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.49,
+          238.49,
+          238.49,
+          238.49,
+          238.49,
+          238.49,
+          238.49,
+          238.49,
+          238.92,
+          238.92,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          239.5,
+          239.5,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.92,
+          238.92,
+          238.92,
+          238.92,
+          239.5,
+          239.5,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          239.5,
+          239.5,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.92,
+          238.92,
+          238.49,
+          238.49,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.49,
+          238.49,
+          239.5,
+          239.5,
+          238.66,
+          238.66,
+          238.49
+         ],
+         "yaxis": "y5"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x5",
+         "y": [
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.01,
+          236.01,
+          236.17,
+          236.17,
+          235.75,
+          235.75,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          235.75,
+          235.75,
+          236.01,
+          236.01,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          235.75,
+          235.75,
+          235.17,
+          235.17,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          235.75,
+          235.75,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          235.17,
+          235.17,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          235.75,
+          235.75,
+          235.75,
+          235.75,
+          235.17,
+          235.17,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          235.17,
+          235.17,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          235.75,
+          235.75,
+          236.17,
+          236.17,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.01,
+          236.17,
+          236.17,
+          235.17,
+          235.17,
+          236.01,
+          236.01,
+          236.17
+         ],
+         "yaxis": "y5"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "4",
+          "8",
+          "18",
+          "36",
+          "44",
+          "66",
+          "68",
+          "70",
+          "72",
+          "75",
+          "77",
+          "78",
+          "80",
+          "81",
+          "82",
+          "83"
+         ],
+         "xaxis": "x5",
+         "y": {
+          "bdata": "ZmZmZmZ+bUBxPQrXo4BtQAAAAAAAgG1A4XoUrkdJbUCF61G4HoVtQFyPwvUodG1ASOF6FK73bUCkcD0K1+ttQI/C9Shc721ACtejcD3ibUCkcD0K1+ttQArXo3A94m1AhetRuB7dbUCamZmZmfltQPYoXI/C/W1A4XoUrkfhbUB7FK5H4fJtQA==",
+          "dtype": "f8"
+         },
+         "yaxis": "y5"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S_2_1",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x6",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y6"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x6",
+         "y": [
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          2.09,
+          2.09,
+          2.66,
+          2.66,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.66,
+          2.66,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          2.09,
+          2.09,
+          2.09,
+          2.09,
+          2.66,
+          2.66,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.66,
+          2.66,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          2.66,
+          2.66,
+          1.84,
+          1.84,
+          1.7
+         ],
+         "yaxis": "y6"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x6",
+         "y": [
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0
+         ],
+         "yaxis": "y6"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "49",
+          "50",
+          "60"
+         ],
+         "xaxis": "x6",
+         "y": {
+          "bdata": "16NwPQrX+z89CtejcD3+P83MzMzMzPw/",
+          "dtype": "f8"
+         },
+         "yaxis": "y6"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar_2_2",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "75",
+          "76",
+          "77",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x7",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y7"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x7",
+         "y": [
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          241.15,
+          241.15,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.58,
+          240.58,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          241.15,
+          241.15,
+          240.15,
+          240.15,
+          240.58,
+          240.58,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.15,
+          240.15,
+          241.15,
+          241.15,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.15,
+          240.15,
+          240.58,
+          240.58,
+          240.58,
+          240.58,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.31,
+          240.31,
+          240.15,
+          240.15,
+          240.15,
+          240.15,
+          240.58,
+          240.58,
+          240.58,
+          240.58,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.15,
+          240.15,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.15,
+          240.15,
+          240.15,
+          240.15,
+          240.58,
+          240.58,
+          240.31,
+          240.31,
+          241.15,
+          241.15,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.15,
+          240.15,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.31,
+          240.31,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.58,
+          240.58,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          241.15,
+          241.15,
+          241.15,
+          241.15,
+          240.15,
+          240.15,
+          240.15,
+          240.15,
+          240.58,
+          240.58,
+          240.15,
+          240.15,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.15,
+          240.15,
+          240.58,
+          240.58,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.58,
+          240.58,
+          240.15,
+          240.15,
+          240.31,
+          240.31,
+          240.31,
+          240.31,
+          240.15,
+          240.15,
+          240.58
+         ],
+         "yaxis": "y7"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x7",
+         "y": [
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          236.85,
+          236.85,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.42,
+          237.42,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          236.85,
+          236.85,
+          237.84,
+          237.84,
+          237.42,
+          237.42,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.84,
+          237.84,
+          236.85,
+          236.85,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.84,
+          237.84,
+          237.42,
+          237.42,
+          237.42,
+          237.42,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.68,
+          237.68,
+          237.84,
+          237.84,
+          237.84,
+          237.84,
+          237.42,
+          237.42,
+          237.42,
+          237.42,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.84,
+          237.84,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.84,
+          237.84,
+          237.84,
+          237.84,
+          237.42,
+          237.42,
+          237.68,
+          237.68,
+          236.85,
+          236.85,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.84,
+          237.84,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.68,
+          237.68,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.42,
+          237.42,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          236.85,
+          236.85,
+          236.85,
+          236.85,
+          237.84,
+          237.84,
+          237.84,
+          237.84,
+          237.42,
+          237.42,
+          237.84,
+          237.84,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.84,
+          237.84,
+          237.42,
+          237.42,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.42,
+          237.42,
+          237.84,
+          237.84,
+          237.68,
+          237.68,
+          237.68,
+          237.68,
+          237.84,
+          237.84,
+          237.42
+         ],
+         "yaxis": "y7"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "14",
+          "15",
+          "25",
+          "29",
+          "30",
+          "43",
+          "45",
+          "48",
+          "52",
+          "66",
+          "67",
+          "68",
+          "70",
+          "71",
+          "75",
+          "76",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "93",
+          "98",
+          "100"
+         ],
+         "xaxis": "x7",
+         "y": {
+          "bdata": "AAAAAAAgbkCF61G4Hh1uQIXrUbgeBW5ACtejcD2ybUD2KFyPwhVuQHE9CtejEG5AmpmZmZkpbkD2KFyPwgVuQDMzMzMzE25AH4XrUbgebkApXI/C9ahtQD0K16NwhW1ASOF6FK6fbUAAAAAAAJhtQMP1KFyPom1AKVyPwvWQbUB7FK5H4bptQClcj8L1oG1ApHA9CteTbUDNzMzMzIxtQI/C9Shcp21ASOF6FK6nbUApXI/C9bBtQOxRuB6FC25AZmZmZmYWbkA=",
+          "dtype": "f8"
+         },
+         "yaxis": "y7"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S_2_2",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "75",
+          "76",
+          "77",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x8",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y8"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x8",
+         "y": [
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          2.64,
+          2.64,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          2.08,
+          2.08,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          2.64,
+          2.64,
+          1.69,
+          1.69,
+          2.08,
+          2.08,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          1.69,
+          1.69,
+          2.64,
+          2.64,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.69,
+          1.69,
+          2.08,
+          2.08,
+          2.08,
+          2.08,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          1.83,
+          1.83,
+          1.69,
+          1.69,
+          1.69,
+          1.69,
+          2.08,
+          2.08,
+          2.08,
+          2.08,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          1.69,
+          1.69,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          1.69,
+          1.69,
+          1.69,
+          1.69,
+          2.08,
+          2.08,
+          1.83,
+          1.83,
+          2.64,
+          2.64,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.69,
+          1.69,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          1.83,
+          1.83,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          2.08,
+          2.08,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          2.64,
+          2.64,
+          2.64,
+          2.64,
+          1.69,
+          1.69,
+          1.69,
+          1.69,
+          2.08,
+          2.08,
+          1.69,
+          1.69,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.69,
+          1.69,
+          2.08,
+          2.08,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          2.08,
+          2.08,
+          1.69,
+          1.69,
+          1.83,
+          1.83,
+          1.83,
+          1.83,
+          1.69,
+          1.69,
+          2.08
+         ],
+         "yaxis": "y8"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x8",
+         "y": [
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0
+         ],
+         "yaxis": "y8"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "58",
+          "61",
+          "79",
+          "97"
+         ],
+         "xaxis": "x8",
+         "y": {
+          "bdata": "w/UoXI/CAUBmZmZmZmb+P5qZmZmZmf0/PQrXo3A9/j8=",
+          "dtype": "f8"
+         },
+         "yaxis": "y8"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar_3_1",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "99",
+          "100"
+         ],
+         "xaxis": "x9",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y9"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x9",
+         "y": [
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          238.23,
+          238.23,
+          238.23,
+          238.23,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          238.23,
+          238.23,
+          237.97,
+          237.97,
+          238.81,
+          238.81,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          238.81,
+          238.81,
+          238.81,
+          238.81,
+          238.81,
+          238.81,
+          238.23,
+          238.23,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          238.23,
+          238.23,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          238.81,
+          238.81,
+          238.23,
+          238.23,
+          237.8,
+          237.8,
+          237.8,
+          237.8,
+          237.8,
+          237.8,
+          237.8,
+          237.8,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          238.23,
+          238.23,
+          237.8,
+          237.8,
+          238.81,
+          238.81,
+          237.97,
+          237.97,
+          238.23,
+          238.23,
+          237.8,
+          237.8,
+          238.23,
+          238.23,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          238.23,
+          238.23,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          238.23,
+          238.23,
+          237.97,
+          237.97,
+          238.23,
+          238.23,
+          237.97,
+          237.97,
+          238.23,
+          238.23,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          238.81,
+          238.81,
+          238.81,
+          238.81,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          238.23,
+          238.23,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          238.23,
+          238.23,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          238.81,
+          238.81,
+          238.23,
+          238.23,
+          237.97,
+          237.97,
+          238.23,
+          238.23,
+          237.97,
+          237.97,
+          238.23,
+          238.23,
+          238.81,
+          238.81,
+          238.81,
+          238.81,
+          238.23,
+          238.23,
+          237.8,
+          237.8,
+          237.8,
+          237.8,
+          237.97,
+          237.97,
+          237.97,
+          237.97,
+          237.8,
+          237.8,
+          237.97
+         ],
+         "yaxis": "y9"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x9",
+         "y": [
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          235.05,
+          235.05,
+          235.05,
+          235.05,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          235.05,
+          235.05,
+          235.32,
+          235.32,
+          234.48,
+          234.48,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          234.48,
+          234.48,
+          234.48,
+          234.48,
+          234.48,
+          234.48,
+          235.05,
+          235.05,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.05,
+          235.05,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          234.48,
+          234.48,
+          235.05,
+          235.05,
+          235.48,
+          235.48,
+          235.48,
+          235.48,
+          235.48,
+          235.48,
+          235.48,
+          235.48,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          235.05,
+          235.05,
+          235.48,
+          235.48,
+          234.48,
+          234.48,
+          235.32,
+          235.32,
+          235.05,
+          235.05,
+          235.48,
+          235.48,
+          235.05,
+          235.05,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          235.05,
+          235.05,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.05,
+          235.05,
+          235.32,
+          235.32,
+          235.05,
+          235.05,
+          235.32,
+          235.32,
+          235.05,
+          235.05,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          234.48,
+          234.48,
+          234.48,
+          234.48,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          235.05,
+          235.05,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          235.05,
+          235.05,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          234.48,
+          234.48,
+          235.05,
+          235.05,
+          235.32,
+          235.32,
+          235.05,
+          235.05,
+          235.32,
+          235.32,
+          235.05,
+          235.05,
+          234.48,
+          234.48,
+          234.48,
+          234.48,
+          235.05,
+          235.05,
+          235.48,
+          235.48,
+          235.48,
+          235.48,
+          235.32,
+          235.32,
+          235.32,
+          235.32,
+          235.48,
+          235.48,
+          235.32
+         ],
+         "yaxis": "y9"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "3",
+          "6",
+          "7",
+          "18",
+          "20",
+          "21",
+          "27",
+          "28",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "40",
+          "44",
+          "45",
+          "47",
+          "48",
+          "49",
+          "52",
+          "55",
+          "56",
+          "65",
+          "69",
+          "70",
+          "71",
+          "72",
+          "78",
+          "79",
+          "81",
+          "85",
+          "88",
+          "91",
+          "93",
+          "94",
+          "99"
+         ],
+         "xaxis": "x9",
+         "y": {
+          "bdata": "9ihcj8ItbUCamZmZmVltQArXo3A9Im1A9ihcj8I9bUDhehSuR1FtQI/C9Shcb21AZmZmZmbGbUAUrkfhesRtQKRwPQrXC25AAAAAAADgbUCkcD0K19ttQM3MzMzM3G1ArkfhehTmbUDXo3A9CudtQOxRuB6F221APQrXo3C9bUCF61G4HkVtQArXo3A9Wm1A16NwPQofbUDsUbgehVNtQDMzMzMzO21A7FG4HoVTbUBSuB6F61FtQM3MzMzMXG1A9ihcj8L9bEAUrkfhelxtQPYoXI/C1W1AexSuR+HKbUAfhetRuM5tQIXrUbge1W1AmpmZmZnRbUDsUbgehcNtQEjhehSu521AmpmZmZnhbUDNzMzMzORtQOxRuB6F82xAexSuR+HSbUA9CtejcM1tQA==",
+          "dtype": "f8"
+         },
+         "yaxis": "y9"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S_3_1",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "99",
+          "100"
+         ],
+         "xaxis": "x10",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y10"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x10",
+         "y": [
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          2.09,
+          2.09,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          2.66,
+          2.66,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.66,
+          2.66,
+          2.66,
+          2.66,
+          2.66,
+          2.66,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          2.66,
+          2.66,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          2.66,
+          2.66,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          2.66,
+          2.66,
+          2.66,
+          2.66,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          2.66,
+          2.66,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          1.84,
+          1.84,
+          2.09,
+          2.09,
+          2.66,
+          2.66,
+          2.66,
+          2.66,
+          2.09,
+          2.09,
+          1.7,
+          1.7,
+          1.7,
+          1.7,
+          1.84,
+          1.84,
+          1.84,
+          1.84,
+          1.7,
+          1.7,
+          1.84
+         ],
+         "yaxis": "y10"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x10",
+         "y": [
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0
+         ],
+         "yaxis": "y10"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "69",
+          "71"
+         ],
+         "xaxis": "x10",
+         "y": {
+          "bdata": "CtejcD0K/z8K16NwPQoBQA==",
+          "dtype": "f8"
+         },
+         "yaxis": "y10"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar_3_2",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x11",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y11"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x11",
+         "y": [
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          239.22,
+          239.22,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.24,
+          238.24,
+          238.24,
+          238.24,
+          238.24,
+          238.24,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.24,
+          238.24,
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.66,
+          238.66,
+          238.24,
+          238.24,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          238.24,
+          238.24,
+          239.22,
+          239.22,
+          239.22,
+          239.22,
+          238.66,
+          238.66,
+          238.24,
+          238.24,
+          238.66,
+          238.66,
+          239.22,
+          239.22,
+          238.24,
+          238.24,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          239.22,
+          239.22,
+          238.4,
+          238.4,
+          239.22,
+          239.22,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.24,
+          238.24,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          239.22,
+          239.22,
+          238.4,
+          238.4,
+          238.66,
+          238.66,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.24,
+          238.24,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.24,
+          238.24,
+          238.66,
+          238.66,
+          238.66,
+          238.66,
+          238.24,
+          238.24,
+          239.22,
+          239.22,
+          238.24,
+          238.24,
+          238.4,
+          238.4,
+          238.24
+         ],
+         "yaxis": "y11"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x11",
+         "y": [
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          234.97,
+          234.97,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.96,
+          235.96,
+          235.96,
+          235.96,
+          235.96,
+          235.96,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.96,
+          235.96,
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.53,
+          235.53,
+          235.96,
+          235.96,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          235.96,
+          235.96,
+          234.97,
+          234.97,
+          234.97,
+          234.97,
+          235.53,
+          235.53,
+          235.96,
+          235.96,
+          235.53,
+          235.53,
+          234.97,
+          234.97,
+          235.96,
+          235.96,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          234.97,
+          234.97,
+          235.8,
+          235.8,
+          234.97,
+          234.97,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.96,
+          235.96,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          234.97,
+          234.97,
+          235.8,
+          235.8,
+          235.53,
+          235.53,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.96,
+          235.96,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.96,
+          235.96,
+          235.53,
+          235.53,
+          235.53,
+          235.53,
+          235.96,
+          235.96,
+          234.97,
+          234.97,
+          235.96,
+          235.96,
+          235.8,
+          235.8,
+          235.96
+         ],
+         "yaxis": "y11"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "4",
+          "5",
+          "9",
+          "14",
+          "15",
+          "17",
+          "18",
+          "25",
+          "27",
+          "31",
+          "35",
+          "36",
+          "38",
+          "39",
+          "42",
+          "43",
+          "45",
+          "49",
+          "53",
+          "55",
+          "59",
+          "60",
+          "61",
+          "71",
+          "72",
+          "74",
+          "79",
+          "80",
+          "82",
+          "83",
+          "85",
+          "90",
+          "91",
+          "94",
+          "100"
+         ],
+         "xaxis": "x11",
+         "y": {
+          "bdata": "H4XrUbj+bEAUrkfhevRtQKRwPQrX221A4XoUrkfRbUAfhetRuNZtQEjhehSuF25AZmZmZmb2bUAUrkfhetRtQGZmZmZm3m1ASOF6FK7HbUAfhetRuGZtQOF6FK5H+WxAexSuR+FabUA9CtejcHVtQFyPwvUofG1AcT0K16NwbUCamZmZmVFtQFK4HoXr6W1ApHA9CtfbbUCF61G4Hs1tQOF6FK5H4WxA16NwPQrfbUApXI/C9ehtQHsUrkfh0m1Aj8L1KFznbUDNzMzMzFRtQGZmZmZmbm1A7FG4HoVrbUD2KFyPwnVtQKRwPQrXc21AhetRuB5tbUAK16NwPXJtQAAAAAAAeG1ArkfhehRGbUDsUbgehUNtQM3MzMzMXG1AAAAAAADobUA=",
+          "dtype": "f8"
+         },
+         "yaxis": "y11"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S_3_2",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x12",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y12"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x12",
+         "y": [
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.61,
+          2.61,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.81,
+          1.81,
+          2.05,
+          2.05,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.81,
+          1.81,
+          1.67,
+          1.67,
+          2.05,
+          2.05,
+          2.05,
+          2.05,
+          1.67,
+          1.67,
+          2.61,
+          2.61,
+          1.67,
+          1.67,
+          1.81,
+          1.81,
+          1.67
+         ],
+         "yaxis": "y12"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x12",
+         "y": [
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0
+         ],
+         "yaxis": "y12"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar_4_1",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x13",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y13"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x13",
+         "y": [
+          238.71,
+          238.71,
+          239.74,
+          239.74,
+          238.71,
+          238.71,
+          238.88,
+          238.88,
+          238.71,
+          238.71,
+          238.71,
+          238.71,
+          239.15,
+          239.15,
+          238.71,
+          238.71,
+          238.88,
+          238.88,
+          238.71,
+          238.71,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          239.15,
+          239.15,
+          238.71,
+          238.71,
+          238.71,
+          238.71,
+          239.74,
+          239.74,
+          238.71,
+          238.71,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          238.88,
+          238.88,
+          239.74,
+          239.74,
+          239.15,
+          239.15,
+          239.15,
+          239.15,
+          238.71,
+          238.71,
+          238.71,
+          238.71,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          238.71,
+          238.71,
+          239.15,
+          239.15,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          238.71,
+          238.71,
+          238.71,
+          238.71,
+          239.74,
+          239.74,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.71,
+          238.71,
+          239.15,
+          239.15,
+          238.88,
+          238.88,
+          238.71,
+          238.71,
+          238.88,
+          238.88,
+          238.71,
+          238.71,
+          239.15,
+          239.15,
+          239.15,
+          239.15,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          238.71,
+          238.71,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          238.71,
+          238.71,
+          238.71,
+          238.71,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          239.74,
+          239.74,
+          238.88,
+          238.88,
+          238.71,
+          238.71,
+          238.71,
+          238.71,
+          239.15,
+          239.15,
+          239.15,
+          239.15,
+          238.71,
+          238.71,
+          239.15,
+          239.15,
+          239.15,
+          239.15,
+          238.71,
+          238.71,
+          239.15,
+          239.15,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          239.15,
+          239.15,
+          239.15,
+          239.15,
+          238.71,
+          238.71,
+          238.71,
+          238.71,
+          238.71,
+          238.71,
+          238.88,
+          238.88,
+          238.71,
+          238.71,
+          239.15,
+          239.15,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          239.74,
+          239.74,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          238.88,
+          239.15,
+          239.15,
+          238.88
+         ],
+         "yaxis": "y13"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x13",
+         "y": [
+          236.33,
+          236.33,
+          235.31,
+          235.31,
+          236.33,
+          236.33,
+          236.17,
+          236.17,
+          236.33,
+          236.33,
+          236.33,
+          236.33,
+          235.9,
+          235.9,
+          236.33,
+          236.33,
+          236.17,
+          236.17,
+          236.33,
+          236.33,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          235.9,
+          235.9,
+          236.33,
+          236.33,
+          236.33,
+          236.33,
+          235.31,
+          235.31,
+          236.33,
+          236.33,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          236.17,
+          236.17,
+          235.31,
+          235.31,
+          235.9,
+          235.9,
+          235.9,
+          235.9,
+          236.33,
+          236.33,
+          236.33,
+          236.33,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          236.33,
+          236.33,
+          235.9,
+          235.9,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          236.33,
+          236.33,
+          236.33,
+          236.33,
+          235.31,
+          235.31,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.33,
+          236.33,
+          235.9,
+          235.9,
+          236.17,
+          236.17,
+          236.33,
+          236.33,
+          236.17,
+          236.17,
+          236.33,
+          236.33,
+          235.9,
+          235.9,
+          235.9,
+          235.9,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          236.33,
+          236.33,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          236.33,
+          236.33,
+          236.33,
+          236.33,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          235.31,
+          235.31,
+          236.17,
+          236.17,
+          236.33,
+          236.33,
+          236.33,
+          236.33,
+          235.9,
+          235.9,
+          235.9,
+          235.9,
+          236.33,
+          236.33,
+          235.9,
+          235.9,
+          235.9,
+          235.9,
+          236.33,
+          236.33,
+          235.9,
+          235.9,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          235.9,
+          235.9,
+          235.9,
+          235.9,
+          236.33,
+          236.33,
+          236.33,
+          236.33,
+          236.33,
+          236.33,
+          236.17,
+          236.17,
+          236.33,
+          236.33,
+          235.9,
+          235.9,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          235.31,
+          235.31,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          236.17,
+          235.9,
+          235.9,
+          236.17
+         ],
+         "yaxis": "y13"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "10",
+          "16",
+          "20",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "33",
+          "34",
+          "36",
+          "38",
+          "39",
+          "41",
+          "44",
+          "45",
+          "49",
+          "50",
+          "54",
+          "64",
+          "67",
+          "69",
+          "77",
+          "78",
+          "80",
+          "82",
+          "83",
+          "88",
+          "89",
+          "95",
+          "99"
+         ],
+         "xaxis": "x13",
+         "y": {
+          "bdata": "rkfhehRubUCuR+F6FE5tQHE9CtejWG1A7FG4HoV7bUBSuB6F64ltQDMzMzMze21AexSuR+F6bUCamZmZmeltQDMzMzMzA25Aj8L1KFwHbkDhehSuR9ltQPYoXI/C5W1A7FG4HoX7bUDXo3A9CvdtQK5H4XoU7m1AZmZmZmbebUAUrkfheuRtQLgehetR8G1AmpmZmZlZbUDNzMzMzHxtQFK4HoXraW1AMzMzMzODbUAUrkfhenRtQArXo3A9am1AmpmZmZlpbUBSuB6F63ltQHsUrkfh8m1A4XoUrkfxbUAzMzMzMwNuQK5H4XoU5m1AMzMzMzPjbUB7FK5H4eptQI/C9Shc721ArkfhehTebUDD9ShcjwpuQA==",
+          "dtype": "f8"
+         },
+         "yaxis": "y13"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S_4_1",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x14",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y14"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x14",
+         "y": [
+          1.74,
+          1.74,
+          2.72,
+          2.72,
+          1.74,
+          1.74,
+          1.89,
+          1.89,
+          1.74,
+          1.74,
+          1.74,
+          1.74,
+          2.14,
+          2.14,
+          1.74,
+          1.74,
+          1.89,
+          1.89,
+          1.74,
+          1.74,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          2.14,
+          2.14,
+          1.74,
+          1.74,
+          1.74,
+          1.74,
+          2.72,
+          2.72,
+          1.74,
+          1.74,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          1.89,
+          1.89,
+          2.72,
+          2.72,
+          2.14,
+          2.14,
+          2.14,
+          2.14,
+          1.74,
+          1.74,
+          1.74,
+          1.74,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          1.74,
+          1.74,
+          2.14,
+          2.14,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          1.74,
+          1.74,
+          1.74,
+          1.74,
+          2.72,
+          2.72,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.74,
+          1.74,
+          2.14,
+          2.14,
+          1.89,
+          1.89,
+          1.74,
+          1.74,
+          1.89,
+          1.89,
+          1.74,
+          1.74,
+          2.14,
+          2.14,
+          2.14,
+          2.14,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          1.74,
+          1.74,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          1.74,
+          1.74,
+          1.74,
+          1.74,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          2.72,
+          2.72,
+          1.89,
+          1.89,
+          1.74,
+          1.74,
+          1.74,
+          1.74,
+          2.14,
+          2.14,
+          2.14,
+          2.14,
+          1.74,
+          1.74,
+          2.14,
+          2.14,
+          2.14,
+          2.14,
+          1.74,
+          1.74,
+          2.14,
+          2.14,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          2.14,
+          2.14,
+          2.14,
+          2.14,
+          1.74,
+          1.74,
+          1.74,
+          1.74,
+          1.74,
+          1.74,
+          1.89,
+          1.89,
+          1.74,
+          1.74,
+          2.14,
+          2.14,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          2.72,
+          2.72,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          1.89,
+          2.14,
+          2.14,
+          1.89
+         ],
+         "yaxis": "y14"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x14",
+         "y": [
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0
+         ],
+         "yaxis": "y14"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "73"
+         ],
+         "xaxis": "x14",
+         "y": {
+          "bdata": "MzMzMzMzAUA=",
+          "dtype": "f8"
+         },
+         "yaxis": "y14"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar_4_2",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x15",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y15"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x15",
+         "y": [
+          240.27,
+          240.27,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.46,
+          239.46,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          240.27,
+          240.27,
+          239.72,
+          239.72,
+          239.46,
+          239.46,
+          239.3,
+          239.3,
+          239.72,
+          239.72,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.3,
+          239.3,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.3,
+          239.3,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          239.72,
+          239.72,
+          239.72,
+          239.72,
+          239.3,
+          239.3,
+          240.27,
+          240.27,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          240.27,
+          240.27,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          239.46,
+          239.46,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.72,
+          239.72,
+          239.46,
+          239.46,
+          240.27,
+          240.27,
+          239.72,
+          239.72,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.3,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          240.27,
+          240.27,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          239.72,
+          239.72,
+          239.72,
+          239.72,
+          239.72,
+          239.72,
+          240.27,
+          240.27,
+          239.3,
+          239.3,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.3,
+          239.3,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.3,
+          239.3,
+          239.72,
+          239.72,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          240.27,
+          240.27,
+          239.3,
+          239.3,
+          239.72,
+          239.72,
+          239.72,
+          239.72,
+          239.3,
+          239.3,
+          239.46,
+          239.46,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          239.3,
+          239.3,
+          239.46,
+          239.46,
+          239.72,
+          239.72,
+          239.46,
+          239.46,
+          239.3
+         ],
+         "yaxis": "y15"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x15",
+         "y": [
+          236.09,
+          236.09,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          236.9,
+          236.9,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.09,
+          236.09,
+          236.64,
+          236.64,
+          236.9,
+          236.9,
+          237.06,
+          237.06,
+          236.64,
+          236.64,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          237.06,
+          237.06,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          237.06,
+          237.06,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          236.64,
+          236.64,
+          236.64,
+          236.64,
+          237.06,
+          237.06,
+          236.09,
+          236.09,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          236.09,
+          236.09,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          236.9,
+          236.9,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          236.64,
+          236.64,
+          236.9,
+          236.9,
+          236.09,
+          236.09,
+          236.64,
+          236.64,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          237.06,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          236.09,
+          236.09,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          236.64,
+          236.64,
+          236.64,
+          236.64,
+          236.64,
+          236.64,
+          236.09,
+          236.09,
+          237.06,
+          237.06,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          237.06,
+          237.06,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          237.06,
+          237.06,
+          236.64,
+          236.64,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          236.09,
+          236.09,
+          237.06,
+          237.06,
+          236.64,
+          236.64,
+          236.64,
+          236.64,
+          237.06,
+          237.06,
+          236.9,
+          236.9,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          237.06,
+          237.06,
+          236.9,
+          236.9,
+          236.64,
+          236.64,
+          236.9,
+          236.9,
+          237.06
+         ],
+         "yaxis": "y15"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "5",
+          "6",
+          "14",
+          "15",
+          "18",
+          "27",
+          "31",
+          "33",
+          "34",
+          "35",
+          "39",
+          "41",
+          "42",
+          "43",
+          "46",
+          "53",
+          "54",
+          "64",
+          "65",
+          "67",
+          "71",
+          "74",
+          "80",
+          "82",
+          "84",
+          "90",
+          "91",
+          "92",
+          "94",
+          "95",
+          "97",
+          "100"
+         ],
+         "xaxis": "x15",
+         "y": {
+          "bdata": "pHA9CtdDbkCF61G4HiVuQMP1KFyP8m1A16NwPQr/bUDD9ShcjxpuQNejcD0KL25AFK5H4XoEbkAAAAAAAJhtQI/C9Shch21AmpmZmZlhbUApXI/C9ZBtQNejcD0Kj21AexSuR+GCbUCamZmZmYltQFyPwvUoHG5AmpmZmZkZbkDXo3A9Cu9tQFK4HoXr+W1A16NwPQr3bUDhehSuR/ltQEjhehSuD25AZmZmZmb+bUBSuB6F62ltQFK4HoXreW1AAAAAAACQbUB7FK5H4XptQHE9CtejkG1AexSuR+FqbUCF61G4HnVtQNejcD0Kl21AAAAAAACIbUBxPQrXo5BtQHsUrkfhkm1Aj8L1KFwHbkA=",
+          "dtype": "f8"
+         },
+         "yaxis": "y15"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S_4_2",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "xaxis": "x16",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y16"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x16",
+         "y": [
+          2.57,
+          2.57,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.78,
+          1.78,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          2.57,
+          2.57,
+          2.02,
+          2.02,
+          1.78,
+          1.78,
+          1.64,
+          1.64,
+          2.02,
+          2.02,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.64,
+          1.64,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.64,
+          1.64,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          2.02,
+          2.02,
+          2.02,
+          2.02,
+          1.64,
+          1.64,
+          2.57,
+          2.57,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          2.57,
+          2.57,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          1.78,
+          1.78,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          2.02,
+          2.02,
+          1.78,
+          1.78,
+          2.57,
+          2.57,
+          2.02,
+          2.02,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.64,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          2.57,
+          2.57,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          2.02,
+          2.02,
+          2.02,
+          2.02,
+          2.02,
+          2.02,
+          2.57,
+          2.57,
+          1.64,
+          1.64,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.64,
+          1.64,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          1.64,
+          1.64,
+          2.02,
+          2.02,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          2.57,
+          2.57,
+          1.64,
+          1.64,
+          2.02,
+          2.02,
+          2.02,
+          2.02,
+          1.64,
+          1.64,
+          1.78,
+          1.78,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          1.64,
+          1.64,
+          1.78,
+          1.78,
+          2.02,
+          2.02,
+          1.78,
+          1.78,
+          1.64
+         ],
+         "yaxis": "y16"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "xaxis": "x16",
+         "y": [
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0
+         ],
+         "yaxis": "y16"
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "X̄ 1_1",
+          "x": 0.225,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 1.0,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "S 1_1",
+          "x": 0.775,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 1.0,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "X̄ 1_2",
+          "x": 0.225,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.8678571428571428,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "S 1_2",
+          "x": 0.775,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.8678571428571428,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "X̄ 2_1",
+          "x": 0.225,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.7357142857142858,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "S 2_1",
+          "x": 0.775,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.7357142857142858,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "X̄ 2_2",
+          "x": 0.225,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.6035714285714285,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "S 2_2",
+          "x": 0.775,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.6035714285714285,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "X̄ 3_1",
+          "x": 0.225,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.4714285714285714,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "S 3_1",
+          "x": 0.775,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.4714285714285714,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "X̄ 3_2",
+          "x": 0.225,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.3392857142857143,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "S 3_2",
+          "x": 0.775,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.3392857142857143,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "X̄ 4_1",
+          "x": 0.225,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.20714285714285713,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "S 4_1",
+          "x": 0.775,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.20714285714285713,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "X̄ 4_2",
+          "x": 0.225,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.075,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "font": {
+           "size": 16
+          },
+          "showarrow": false,
+          "text": "S 4_2",
+          "x": 0.775,
+          "xanchor": "center",
+          "xref": "paper",
+          "y": 0.075,
+          "yanchor": "bottom",
+          "yref": "paper"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 238.2",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 0.720",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x2 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y2 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 238.6",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x3 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y3 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 0.820",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x4 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y4 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 237.3",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x5 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y5 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 0.810",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x6 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y6 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 239.0",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x7 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y7 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 0.810",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x8 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y8 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 236.6",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x9 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y9 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 0.810",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x10 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y10 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 237.1",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x11 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y11 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 0.800",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x12 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y12 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 237.5",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x13 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y13 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 0.830",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x14 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y14 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 238.2",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x15 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y15 domain"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 0.790",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "x16 domain",
+          "y": 1.0,
+          "yanchor": "top",
+          "yref": "y16 domain"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 3200,
+        "hovermode": "closest",
+        "margin": {
+         "b": 100
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 238.22,
+          "y1": 238.22,
+          "yref": "y"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x2 domain",
+          "y0": 0.72,
+          "y1": 0.72,
+          "yref": "y2"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x3 domain",
+          "y0": 238.61,
+          "y1": 238.61,
+          "yref": "y3"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x4 domain",
+          "y0": 0.82,
+          "y1": 0.82,
+          "yref": "y4"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x5 domain",
+          "y0": 237.33,
+          "y1": 237.33,
+          "yref": "y5"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x6 domain",
+          "y0": 0.81,
+          "y1": 0.81,
+          "yref": "y6"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x7 domain",
+          "y0": 239.0,
+          "y1": 239.0,
+          "yref": "y7"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x8 domain",
+          "y0": 0.81,
+          "y1": 0.81,
+          "yref": "y8"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x9 domain",
+          "y0": 236.64,
+          "y1": 236.64,
+          "yref": "y9"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x10 domain",
+          "y0": 0.81,
+          "y1": 0.81,
+          "yref": "y10"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x11 domain",
+          "y0": 237.1,
+          "y1": 237.1,
+          "yref": "y11"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x12 domain",
+          "y0": 0.8,
+          "y1": 0.8,
+          "yref": "y12"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x13 domain",
+          "y0": 237.52,
+          "y1": 237.52,
+          "yref": "y13"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x14 domain",
+          "y0": 0.83,
+          "y1": 0.83,
+          "yref": "y14"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x15 domain",
+          "y0": 238.18,
+          "y1": 238.18,
+          "yref": "y15"
+         },
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x16 domain",
+          "y0": 0.79,
+          "y1": 0.79,
+          "yref": "y16"
+         }
+        ],
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           33,
-           3665
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           34,
-           3667
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           34,
-           3668
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           34,
-           3669
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           34,
-           3670
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           35,
-           3672
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           35,
-           3673
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           35,
-           3674
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           35,
-           3675
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           36,
-           3676
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           36,
-           3677
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           36,
-           3678
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           37,
-           3683
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           37,
-           3684
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           37,
-           3685
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           38,
-           3687
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           38,
-           3688
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           38,
-           3690
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           39,
-           3691
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           39,
-           3692
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           39,
-           3693
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           39,
-           3694
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           39,
-           3695
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           40,
-           3698
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
           ],
-          [
-           "4_2",
-           40,
-           3699
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "font": {
+          "color": "#222222",
+          "size": 14
+         },
+         "x": 0.5,
+         "xanchor": "center"
+        },
+        "width": 1000,
+        "xaxis": {
+         "anchor": "y",
+         "automargin": true,
+         "domain": [
+          0.0,
+          0.45
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis10": {
+         "anchor": "y10",
+         "automargin": true,
+         "domain": [
+          0.55,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "57",
+          "62",
+          "67",
+          "72",
+          "77",
+          "82",
+          "87",
+          "93",
+          "99",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "57",
+          "62",
+          "67",
+          "72",
+          "77",
+          "82",
+          "87",
+          "93",
+          "99",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis11": {
+         "anchor": "y11",
+         "automargin": true,
+         "domain": [
+          0.0,
+          0.45
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "37",
+          "42",
+          "47",
+          "52",
+          "57",
+          "62",
+          "67",
+          "72",
+          "77",
+          "82",
+          "87",
+          "92",
+          "97",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "37",
+          "42",
+          "47",
+          "52",
+          "57",
+          "62",
+          "67",
+          "72",
+          "77",
+          "82",
+          "87",
+          "92",
+          "97",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis12": {
+         "anchor": "y12",
+         "automargin": true,
+         "domain": [
+          0.55,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "37",
+          "42",
+          "47",
+          "52",
+          "57",
+          "62",
+          "67",
+          "72",
+          "77",
+          "82",
+          "87",
+          "92",
+          "97",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "37",
+          "42",
+          "47",
+          "52",
+          "57",
+          "62",
+          "67",
+          "72",
+          "77",
+          "82",
+          "87",
+          "92",
+          "97",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis13": {
+         "anchor": "y13",
+         "automargin": true,
+         "domain": [
+          0.0,
+          0.45
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "17",
+          "22",
+          "27",
+          "33",
+          "38",
+          "44",
+          "49",
+          "54",
+          "59",
+          "64",
+          "69",
+          "74",
+          "79",
+          "84",
+          "89",
+          "95",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "17",
+          "22",
+          "27",
+          "33",
+          "38",
+          "44",
+          "49",
+          "54",
+          "59",
+          "64",
+          "69",
+          "74",
+          "79",
+          "84",
+          "89",
+          "95",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis14": {
+         "anchor": "y14",
+         "automargin": true,
+         "domain": [
+          0.55,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "17",
+          "22",
+          "27",
+          "33",
+          "38",
+          "44",
+          "49",
+          "54",
+          "59",
+          "64",
+          "69",
+          "74",
+          "79",
+          "84",
+          "89",
+          "95",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "17",
+          "22",
+          "27",
+          "33",
+          "38",
+          "44",
+          "49",
+          "54",
+          "59",
+          "64",
+          "69",
+          "74",
+          "79",
+          "84",
+          "89",
+          "95",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis15": {
+         "anchor": "y15",
+         "automargin": true,
+         "domain": [
+          0.0,
+          0.45
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "17",
+          "22",
+          "27",
+          "33",
+          "38",
+          "43",
+          "48",
+          "53",
+          "58",
+          "63",
+          "68",
+          "73",
+          "79",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "17",
+          "22",
+          "27",
+          "33",
+          "38",
+          "43",
+          "48",
+          "53",
+          "58",
+          "63",
+          "68",
+          "73",
+          "79",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "title": {
+          "text": "Production Time"
+         },
+         "type": "category"
+        },
+        "xaxis16": {
+         "anchor": "y16",
+         "automargin": true,
+         "domain": [
+          0.55,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "17",
+          "22",
+          "27",
+          "33",
+          "38",
+          "43",
+          "48",
+          "53",
+          "58",
+          "63",
+          "68",
+          "73",
+          "79",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "17",
+          "22",
+          "27",
+          "33",
+          "38",
+          "43",
+          "48",
+          "53",
+          "58",
+          "63",
+          "68",
+          "73",
+          "79",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "title": {
+          "text": "Production Time"
+         },
+         "type": "category"
+        },
+        "xaxis2": {
+         "anchor": "y2",
+         "automargin": true,
+         "domain": [
+          0.55,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis3": {
+         "anchor": "y3",
+         "automargin": true,
+         "domain": [
+          0.0,
+          0.45
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "33",
+          "38",
+          "43",
+          "48",
+          "53",
+          "58",
+          "63",
+          "68",
+          "73",
+          "78",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "33",
+          "38",
+          "43",
+          "48",
+          "53",
+          "58",
+          "63",
+          "68",
+          "73",
+          "78",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis4": {
+         "anchor": "y4",
+         "automargin": true,
+         "domain": [
+          0.55,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "33",
+          "38",
+          "43",
+          "48",
+          "53",
+          "58",
+          "63",
+          "68",
+          "73",
+          "78",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "33",
+          "38",
+          "43",
+          "48",
+          "53",
+          "58",
+          "63",
+          "68",
+          "73",
+          "78",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis5": {
+         "anchor": "y5",
+         "automargin": true,
+         "domain": [
+          0.0,
+          0.45
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis6": {
+         "anchor": "y6",
+         "automargin": true,
+         "domain": [
+          0.55,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis7": {
+         "anchor": "y7",
+         "automargin": true,
+         "domain": [
+          0.0,
+          0.45
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "27",
+          "32",
+          "37",
+          "42",
+          "47",
+          "52",
+          "57",
+          "62",
+          "67",
+          "72",
+          "79",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "27",
+          "32",
+          "37",
+          "42",
+          "47",
+          "52",
+          "57",
+          "62",
+          "67",
+          "72",
+          "79",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis8": {
+         "anchor": "y8",
+         "automargin": true,
+         "domain": [
+          0.55,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "27",
+          "32",
+          "37",
+          "42",
+          "47",
+          "52",
+          "57",
+          "62",
+          "67",
+          "72",
+          "79",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "27",
+          "32",
+          "37",
+          "42",
+          "47",
+          "52",
+          "57",
+          "62",
+          "67",
+          "72",
+          "79",
+          "84",
+          "89",
+          "94",
+          "99",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "xaxis9": {
+         "anchor": "y9",
+         "automargin": true,
+         "domain": [
+          0.0,
+          0.45
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "57",
+          "62",
+          "67",
+          "72",
+          "77",
+          "82",
+          "87",
+          "93",
+          "99",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "57",
+          "62",
+          "67",
+          "72",
+          "77",
+          "82",
+          "87",
+          "93",
+          "99",
+          "100"
+         ],
+         "title": {
+          "text": ""
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "anchor": "x",
+         "autorange": false,
+         "domain": [
+          0.925,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          230.486,
+          242.674
+         ],
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         },
+         "zeroline": false
+        },
+        "yaxis10": {
+         "anchor": "x10",
+         "autorange": false,
+         "domain": [
+          0.3964285714285714,
+          0.4714285714285714
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          -0.135,
+          2.835
+         ],
+         "showgrid": true,
+         "showline": true
+        },
+        "yaxis11": {
+         "anchor": "x11",
+         "autorange": false,
+         "domain": [
+          0.2642857142857143,
+          0.3392857142857143
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          230.486,
+          242.674
+         ],
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         }
+        },
+        "yaxis12": {
+         "anchor": "x12",
+         "autorange": false,
+         "domain": [
+          0.2642857142857143,
+          0.3392857142857143
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          -0.135,
+          2.835
+         ],
+         "showgrid": true,
+         "showline": true
+        },
+        "yaxis13": {
+         "anchor": "x13",
+         "autorange": false,
+         "domain": [
+          0.13214285714285715,
+          0.20714285714285713
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          230.486,
+          242.674
+         ],
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         }
+        },
+        "yaxis14": {
+         "anchor": "x14",
+         "autorange": false,
+         "domain": [
+          0.13214285714285715,
+          0.20714285714285713
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          -0.135,
+          2.835
+         ],
+         "showgrid": true,
+         "showline": true
+        },
+        "yaxis15": {
+         "anchor": "x15",
+         "autorange": false,
+         "domain": [
+          0.0,
+          0.075
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          230.486,
+          242.674
+         ],
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         }
+        },
+        "yaxis16": {
+         "anchor": "x16",
+         "autorange": false,
+         "domain": [
+          0.0,
+          0.075
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          -0.135,
+          2.835
+         ],
+         "showgrid": true,
+         "showline": true
+        },
+        "yaxis2": {
+         "anchor": "x2",
+         "autorange": false,
+         "domain": [
+          0.925,
+          1.0
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          -0.135,
+          2.835
+         ],
+         "showgrid": true,
+         "showline": true
+        },
+        "yaxis3": {
+         "anchor": "x3",
+         "autorange": false,
+         "domain": [
+          0.7928571428571428,
+          0.8678571428571428
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          230.486,
+          242.674
+         ],
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         }
+        },
+        "yaxis4": {
+         "anchor": "x4",
+         "autorange": false,
+         "domain": [
+          0.7928571428571428,
+          0.8678571428571428
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          -0.135,
+          2.835
+         ],
+         "showgrid": true,
+         "showline": true
+        },
+        "yaxis5": {
+         "anchor": "x5",
+         "autorange": false,
+         "domain": [
+          0.6607142857142858,
+          0.7357142857142858
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          230.486,
+          242.674
+         ],
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         }
+        },
+        "yaxis6": {
+         "anchor": "x6",
+         "autorange": false,
+         "domain": [
+          0.6607142857142858,
+          0.7357142857142858
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          -0.135,
+          2.835
+         ],
+         "showgrid": true,
+         "showline": true
+        },
+        "yaxis7": {
+         "anchor": "x7",
+         "autorange": false,
+         "domain": [
+          0.5285714285714286,
+          0.6035714285714285
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          230.486,
+          242.674
+         ],
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         }
+        },
+        "yaxis8": {
+         "anchor": "x8",
+         "autorange": false,
+         "domain": [
+          0.5285714285714286,
+          0.6035714285714285
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          -0.135,
+          2.835
+         ],
+         "showgrid": true,
+         "showline": true
+        },
+        "yaxis9": {
+         "anchor": "x9",
+         "autorange": false,
+         "domain": [
+          0.3964285714285714,
+          0.4714285714285714
+         ],
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "range": [
+          230.486,
+          242.674
+         ],
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         }
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds3_val.execute(\n",
+    "    chart='Xbar',\n",
+    "    by=[pb.cols.PRODUCTION_TIME],\n",
+    "    companion=True\n",
+    ").plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Current Process Capability (Slide 19)\n",
+    "\n",
+    "Bishop's reference values:\n",
+    "- **Process Mean = 237.81**, **Process StdEv = 1.74**\n",
+    "- **PPL = 1.12**, **PP = 0.96**, **PPU = 0.8**\n",
+    "- **Pct below LSL = 0.53%**, **Pct above USL = 0.46%**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.891331Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.891247Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.909582Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.909267Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "CapabilityResult:\n",
+      "  Specs: LSL=232, USL=242, Target=237\n",
+      "  N=3042, Ybar=237.81, S=1.74, sigma_hat=1.74\n",
+      "\n",
+      "  Current Capability (overall sigma):\n",
+      "    Pp=0.96  Ppk=0.8  (lower=1.12, upper=0.8)\n",
+      "\n",
+      "  Potential Capability (R2 sigma):\n",
+      "    centre=237.81, sigma_hat_r2=1.06\n",
+      "    Cp=1.58  Cpk=1.32  (lower=1.83, upper=1.32)\n",
+      "\n",
+      "  Z-scores:\n",
+      "    Z_lower=3.35, Z_upper=2.41\n",
+      "\n",
+      "  Empirical (current):\n",
+      "    Below LSL: 16 (0.53%)  Above USL: 14 (0.46%)  Total outside: 30 (0.99%)\n",
+      "  Empirical (potential):\n",
+      "    Below LSL: 0 (0.0%)  Above USL: 4 (0.13%)\n",
+      "\n",
+      "  Note: Stability not assessed; run study.execute() and review signals before interpreting indices.\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "histnorm": "percent",
+         "hovertemplate": "Range: %{x}<br>Count: %{y}<extra></extra>",
+         "marker": {
+          "color": "steelblue"
+         },
+         "nbinsx": 10,
+         "opacity": 0.75,
+         "showlegend": true,
+         "type": "histogram",
+         "x": {
+          "bdata": "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",
+          "dtype": "f8"
+         }
+        },
+        {
+         "line": {
+          "color": "#DC143C",
+          "dash": "solid",
+          "width": 2
+         },
+         "mode": "lines",
+         "name": "Spec Limits (LSL=232, USL=242)",
+         "type": "scatter",
+         "x": [
+          null
+         ],
+         "y": [
+          null
+         ]
+        },
+        {
+         "line": {
+          "color": "#2E8B57",
+          "dash": "dashdot",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "Target (237)",
+         "type": "scatter",
+         "x": [
+          null
+         ],
+         "y": [
+          null
+         ]
+        },
+        {
+         "line": {
+          "color": "#2E8B57",
+          "dash": "solid",
+          "width": 2
+         },
+         "mode": "lines",
+         "name": "Y-bar (237.81)",
+         "type": "scatter",
+         "x": [
+          null
+         ],
+         "y": [
+          null
+         ]
+        },
+        {
+         "line": {
+          "color": "#2E8B57",
+          "dash": "dash",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "NPL (232.6, 243.02)",
+         "type": "scatter",
+         "x": [
+          null
+         ],
+         "y": [
+          null
+         ]
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "align": "left",
+          "bgcolor": "rgba(255, 255, 255, 0.9)",
+          "bordercolor": "#CCCCCC",
+          "borderwidth": 1,
+          "font": {
+           "color": "#333333",
+           "family": "monospace",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "n = 3042<br>Ȳ = 237.81<br>σ̂ = 1.74<br><br>PP  Index = 0.96<br>PPL Index = 1.12<br>PPU Index = 0.80<br><br>Pct Below LSL = 0.53%<br>Pct Above USL = 0.46%",
+          "x": 0.98,
+          "xanchor": "right",
+          "xref": "paper",
+          "y": 0.95,
+          "yanchor": "top",
+          "yref": "paper"
+         }
+        ],
+        "bargap": 0.05,
+        "font": {
+         "color": "#333333",
+         "family": "Arial, sans-serif",
+         "size": 12
+        },
+        "height": 500,
+        "legend": {
+         "orientation": "h",
+         "x": 0.5,
+         "xanchor": "center",
+         "y": -0.18,
+         "yanchor": "top"
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "white",
+        "shapes": [
+         {
+          "fillcolor": "#DC143C",
+          "layer": "below",
+          "line": {
+           "width": 0
+          },
+          "opacity": 0.1,
+          "type": "rect",
+          "x0": 229.1461979325549,
+          "x1": 232,
+          "xref": "x",
+          "y0": 0,
+          "y1": 1,
+          "yref": "y domain"
+         },
+         {
+          "fillcolor": "#DC143C",
+          "layer": "below",
+          "line": {
+           "width": 0
+          },
+          "opacity": 0.1,
+          "type": "rect",
+          "x0": 242,
+          "x1": 243.4333935842393,
+          "xref": "x",
+          "y0": 0,
+          "y1": 1,
+          "yref": "y domain"
+         },
+         {
+          "layer": "above",
+          "line": {
+           "color": "#DC143C",
+           "dash": "solid",
+           "width": 2
+          },
+          "type": "line",
+          "x0": 232,
+          "x1": 232,
+          "xref": "x",
+          "y0": 0,
+          "y1": 1,
+          "yref": "y domain"
+         },
+         {
+          "layer": "above",
+          "line": {
+           "color": "#DC143C",
+           "dash": "solid",
+           "width": 2
+          },
+          "type": "line",
+          "x0": 242,
+          "x1": 242,
+          "xref": "x",
+          "y0": 0,
+          "y1": 1,
+          "yref": "y domain"
+         },
+         {
+          "layer": "above",
+          "line": {
+           "color": "#2E8B57",
+           "dash": "dashdot",
+           "width": 1.5
+          },
+          "type": "line",
+          "x0": 237,
+          "x1": 237,
+          "xref": "x",
+          "y0": 0,
+          "y1": 1,
+          "yref": "y domain"
+         },
+         {
+          "layer": "above",
+          "line": {
+           "color": "#2E8B57",
+           "dash": "solid",
+           "width": 2
+          },
+          "type": "line",
+          "x0": 237.81017881800352,
+          "x1": 237.81017881800352,
+          "xref": "x",
+          "y0": 0,
+          "y1": 1,
+          "yref": "y domain"
+         },
+         {
+          "layer": "above",
+          "line": {
+           "color": "#2E8B57",
+           "dash": "dash",
+           "width": 1.5
+          },
+          "type": "line",
+          "x0": 232.603070243872,
+          "x1": 232.603070243872,
+          "xref": "x",
+          "y0": 0,
+          "y1": 1,
+          "yref": "y domain"
+         },
+         {
+          "layer": "above",
+          "line": {
+           "color": "#2E8B57",
+           "dash": "dash",
+           "width": 1.5
+          },
+          "type": "line",
+          "x0": 243.01728739213505,
+          "x1": 243.01728739213505,
+          "xref": "x",
+          "y0": 0,
+          "y1": 1,
+          "yref": "y domain"
+         }
+        ],
+        "showlegend": true,
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           41,
-           3701
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           41,
-           3702
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           41,
-           3703
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           41,
-           3705
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           42,
-           3706
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           42,
-           3708
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           42,
-           3709
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           43,
-           3712
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           43,
-           3713
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           44,
-           3716
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           44,
-           3717
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           44,
-           3718
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           44,
-           3720
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           45,
-           3722
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           45,
-           3723
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           45,
-           3725
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           46,
-           3727
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           46,
-           3728
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           46,
-           3729
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           46,
-           3730
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           47,
-           3731
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           47,
-           3732
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           47,
-           3733
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           47,
-           3734
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
           ],
-          [
-           "4_2",
-           47,
-           3735
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "text": "Process Capability (LSL=232, Target=237, USL=242)"
+        },
+        "width": 900,
+        "xaxis": {
+         "gridcolor": "#E5E5E5",
+         "gridwidth": 1.0,
+         "linecolor": "#999999",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Pm Sds 3"
+         }
+        },
+        "yaxis": {
+         "gridcolor": "#E5E5E5",
+         "gridwidth": 1.0,
+         "linecolor": "#999999",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Percent"
+         },
+         "zeroline": false
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sds3_cap = study_sds3_val.capability(lsl=232, usl=242, target=237)\n",
+    "print(sds3_cap)\n",
+    "sds3_cap.plot(\n",
+    "    values=study_sds3_val.dataset['PM SDS 3'],\n",
+    "    view='current',\n",
+    "    histnorm='percent',\n",
+    "    nbins=10\n",
+    ").show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Process Design Condition Main Effects — PDC RSG Sample Averages (Slide 20)\n",
+    "\n",
+    "Bishop's reference: **CL = 237.83**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.910510Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.910451Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.922084Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.921708Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar",
+         "opacity": 1.0,
+         "type": "scatter",
+         "x": [
+          "1_1",
+          "1_2",
+          "2_1",
+          "2_2",
+          "3_1",
+          "3_2",
+          "4_1",
+          "4_2"
+         ],
+         "y": {
+          "bdata": "H4XrUbjGbUBcj8L1KNRtQHsUrkfhqm1AAAAAAADgbUDNzMzMzJRtQHsUrkfhom1AuB6F61GwbUCuR+F6FMZtQA==",
+          "dtype": "f8"
+         }
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1",
+          "1_2",
+          "1_2",
+          "2_1",
+          "2_1",
+          "2_2",
+          "2_2",
+          "3_1",
+          "3_1",
+          "3_2",
+          "3_2",
+          "4_1",
+          "4_1",
+          "4_2",
+          "4_2"
+         ],
+         "y": [
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99,
+          237.99
+         ]
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1",
+          "1_2",
+          "1_2",
+          "2_1",
+          "2_1",
+          "2_2",
+          "2_2",
+          "3_1",
+          "3_1",
+          "3_2",
+          "3_2",
+          "4_1",
+          "4_1",
+          "4_2",
+          "4_2"
+         ],
+         "y": [
+          237.66,
+          237.66,
+          237.66,
+          237.66,
+          237.67,
+          237.67,
+          237.66,
+          237.66,
+          237.66,
+          237.66,
+          237.67,
+          237.67,
+          237.66,
+          237.66,
+          237.66
+         ]
+        },
+        {
+         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "line": {
+           "color": "#B2182B",
+           "width": 0.5
+          },
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Beyond Limits",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1",
+          "1_2",
+          "2_1",
+          "2_2",
+          "3_1",
+          "3_2",
+          "4_1",
+          "4_2"
+         ],
+         "y": {
+          "bdata": "H4XrUbjGbUBcj8L1KNRtQHsUrkfhqm1AAAAAAADgbUDNzMzMzJRtQHsUrkfhom1AuB6F61GwbUCuR+F6FMZtQA==",
+          "dtype": "f8"
+         }
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "bgcolor": "rgba(255,255,255,0.8)",
+          "borderpad": 3,
+          "font": {
+           "color": "gray",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "Process limits vary by subgroup size (n)",
+          "x": 0.02,
+          "xref": "paper",
+          "y": 0.98,
+          "yref": "paper"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 237.8",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "paper",
+          "y": 1.04,
+          "yanchor": "bottom",
+          "yref": "paper"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 400,
+        "hovermode": "x unified",
+        "margin": {
+         "b": 80
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 237.83,
+          "y1": 237.83
+         }
+        ],
+        "showlegend": false,
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           48,
-           3736
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           48,
-           3737
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           48,
-           3738
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           48,
-           3739
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           48,
-           3740
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           49,
-           3741
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           49,
-           3742
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           49,
-           3743
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           49,
-           3744
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           49,
-           3745
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           50,
-           3747
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           50,
-           3748
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           50,
-           3749
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           51,
-           3751
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           51,
-           3752
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           51,
-           3753
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           51,
-           3754
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           52,
-           3756
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           52,
-           3758
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           53,
-           3761
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           53,
-           3762
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           53,
-           3765
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           54,
-           3766
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           54,
-           3767
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
           ],
-          [
-           "4_2",
-           54,
-           3769
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "text": "X̄ Chart of R6 (Design Factor Main Effects) Recentered"
+        },
+        "width": 1000,
+        "xaxis": {
+         "automargin": true,
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Subgroup"
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         },
+         "zeroline": false
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds3_val.execute(\n",
+    "    chart='Xbar',\n",
+    "    by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2],\n",
+    "    value='R6',\n",
+    "    recentered=True\n",
+    ").plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Process Design Condition Main Effects — PDC RSG Sample Standard Deviations (Slide 21)\n",
+    "\n",
+    "Bishop's reference: **CL = 1.06**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.923078Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.923019Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.933798Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.933455Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S",
+         "opacity": 1.0,
+         "type": "scatter",
+         "x": [
+          "1_1",
+          "1_2",
+          "2_1",
+          "2_2",
+          "3_1",
+          "3_2",
+          "4_1",
+          "4_2"
+         ],
+         "y": {
+          "bdata": "AAAAAAAA8D/NzMzMzMzwP3sUrkfhevA/UrgehetR8D/D9Shcj8LxP2ZmZmZmZvI/9ihcj8L18D+kcD0K16PwPw==",
+          "dtype": "f8"
+         }
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1",
+          "1_2",
+          "1_2",
+          "2_1",
+          "2_1",
+          "2_2",
+          "2_2",
+          "3_1",
+          "3_1",
+          "3_2",
+          "3_2",
+          "4_1",
+          "4_1",
+          "4_2",
+          "4_2"
+         ],
+         "y": [
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17,
+          1.17
+         ]
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1",
+          "1_2",
+          "1_2",
+          "2_1",
+          "2_1",
+          "2_2",
+          "2_2",
+          "3_1",
+          "3_1",
+          "3_2",
+          "3_2",
+          "4_1",
+          "4_1",
+          "4_2",
+          "4_2"
+         ],
+         "y": [
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94,
+          0.94
+         ]
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "bgcolor": "rgba(255,255,255,0.8)",
+          "borderpad": 3,
+          "font": {
+           "color": "gray",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "Process limits vary by subgroup size (n)",
+          "x": 0.02,
+          "xref": "paper",
+          "y": 0.98,
+          "yref": "paper"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 1.060",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "paper",
+          "y": 1.04,
+          "yanchor": "bottom",
+          "yref": "paper"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 400,
+        "hovermode": "x unified",
+        "margin": {
+         "b": 80
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 1.06,
+          "y1": 1.06
+         }
+        ],
+        "showlegend": false,
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           54,
-           3770
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           55,
-           3771
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           55,
-           3774
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           55,
-           3775
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           56,
-           3776
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           56,
-           3777
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           56,
-           3778
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           56,
-           3779
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           56,
-           3780
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           57,
-           3781
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           57,
-           3782
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           57,
-           3783
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           57,
-           3784
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           57,
-           3785
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           58,
-           3786
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           58,
-           3787
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           58,
-           3788
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           58,
-           3789
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           58,
-           3790
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           59,
-           3791
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           59,
-           3792
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           59,
-           3793
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           59,
-           3794
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           59,
-           3795
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
+          ],
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "text": "S Chart of R6 (Design Factor Main Effects) Recentered"
+        },
+        "width": 1000,
+        "xaxis": {
+         "automargin": true,
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Subgroup"
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Standard Deviation"
+         },
+         "zeroline": false
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds3_val.execute(\n",
+    "    chart='S',\n",
+    "    by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2],\n",
+    "    value='R6',\n",
+    "    recentered=True\n",
+    ").plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Production Time Main Effects — PT RSG Sample Averages (Slide 22)\n",
+    "\n",
+    "Bishop's reference: **CL = 237.83**\n",
+    "\n",
+    "Period effects are charted from R4, which carries the production-time effect (an average of the re-centred R3 by period is flat, since the interaction sums to zero over conditions)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.934780Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.934726Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.947061Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.946692Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar",
+         "opacity": 1.0,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "y": {
+          "bdata": "cT0K16OgbUAK16NwPcJtQEjhehSup21Aj8L1KFy3bUAAAAAAAMBtQB+F61G4xm1A9ihcj8KlbUCkcD0K17NtQHE9CtejwG1A4XoUrkfBbUBxPQrXo7htQK5H4XoUvm1Aw/UoXI/CbUBI4XoUrqdtQB+F61G41m1AAAAAAADAbUCF61G4Hr1tQI/C9Shct21AexSuR+G6bUCkcD0K17NtQHsUrkfhsm1AXI/C9Si8bUDNzMzMzLRtQB+F61G4vm1Aw/UoXI+6bUBmZmZmZr5tQArXo3A9um1ACtejcD3CbUAfhetRuLZtQIXrUbgezW1AmpmZmZmxbUDhehSuR7ltQKRwPQrXw21AUrgehevBbUC4HoXrUbhtQPYoXI/CvW1AhetRuB69bUBSuB6F67ltQK5H4XoUtm1AZmZmZmbGbUCkcD0K17ttQPYoXI/CtW1A9ihcj8LFbUDhehSuR6ltQIXrUbgevW1A4XoUrke5bUCuR+F6FK5tQArXo3A9wm1AAAAAAACgbUD2KFyPwsVtQFyPwvUotG1A4XoUrke5bUBSuB6F67FtQFyPwvUoxG1Aw/UoXI+6bUBSuB6F68FtQHE9CtejwG1A4XoUrke5bUAAAAAAAMBtQB+F61G4rm1AH4XrUbjGbUBcj8L1KLxtQKRwPQrXs21APQrXo3C9bUAzMzMzM7ttQClcj8L1wG1A9ihcj8K1bUApXI/C9bhtQMP1KFyPom1ApHA9CtfDbUBcj8L1KKxtQK5H4XoUxm1AXI/C9Si0bUBcj8L1KKxtQK5H4XoUxm1A7FG4HoW7bUApXI/C9chtQGZmZmZmxm1ACtejcD2qbUAUrkfhesRtQI/C9Shcv21AUrgeheuxbUDNzMzMzLxtQHE9CtejuG1AmpmZmZnBbUDXo3A9Cr9tQBSuR+F6vG1ASOF6FK6/bUAAAAAAAMBtQKRwPQrXq21A16NwPQq3bUCuR+F6FL5tQD0K16NwlW1AmpmZmZm5bUAfhetRuLZtQHsUrkfhum1AXI/C9SisbUA9CtejcM1tQLgehetRyG1AhetRuB7NbUA=",
+          "dtype": "f8"
+         }
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "y": [
+          238.4,
+          238.4,
+          238.47,
+          238.47,
+          238.42,
+          238.42,
+          238.36,
+          238.36,
+          238.39,
+          238.39,
+          238.41,
+          238.41,
+          238.46,
+          238.46,
+          238.4,
+          238.4,
+          238.37,
+          238.37,
+          238.39,
+          238.39,
+          238.38,
+          238.38,
+          238.43,
+          238.43,
+          238.44,
+          238.44,
+          238.39,
+          238.39,
+          238.38,
+          238.38,
+          238.4,
+          238.4,
+          238.41,
+          238.41,
+          238.5,
+          238.5,
+          238.41,
+          238.41,
+          238.42,
+          238.42,
+          238.38,
+          238.38,
+          238.41,
+          238.41,
+          238.41,
+          238.41,
+          238.44,
+          238.44,
+          238.39,
+          238.39,
+          238.38,
+          238.38,
+          238.37,
+          238.37,
+          238.41,
+          238.41,
+          238.43,
+          238.43,
+          238.41,
+          238.41,
+          238.42,
+          238.42,
+          238.46,
+          238.46,
+          238.39,
+          238.39,
+          238.41,
+          238.41,
+          238.39,
+          238.39,
+          238.39,
+          238.39,
+          238.44,
+          238.44,
+          238.38,
+          238.38,
+          238.38,
+          238.38,
+          238.47,
+          238.47,
+          238.46,
+          238.46,
+          238.39,
+          238.39,
+          238.53,
+          238.53,
+          238.4,
+          238.4,
+          238.39,
+          238.39,
+          238.38,
+          238.38,
+          238.38,
+          238.38,
+          238.4,
+          238.4,
+          238.38,
+          238.38,
+          238.43,
+          238.43,
+          238.43,
+          238.43,
+          238.39,
+          238.39,
+          238.4,
+          238.4,
+          238.44,
+          238.44,
+          238.4,
+          238.4,
+          238.4,
+          238.4,
+          238.37,
+          238.37,
+          238.38,
+          238.38,
+          238.38,
+          238.38,
+          238.37,
+          238.37,
+          238.41,
+          238.41,
+          238.39,
+          238.39,
+          238.38,
+          238.38,
+          238.4,
+          238.4,
+          238.39,
+          238.39,
+          238.48,
+          238.48,
+          238.39,
+          238.39,
+          238.41,
+          238.41,
+          238.43,
+          238.43,
+          238.42,
+          238.42,
+          238.43,
+          238.43,
+          238.44,
+          238.44,
+          238.46,
+          238.46,
+          238.46,
+          238.46,
+          238.41,
+          238.41,
+          238.36,
+          238.36,
+          238.42,
+          238.42,
+          238.43,
+          238.43,
+          238.39,
+          238.39,
+          238.38,
+          238.38,
+          238.39,
+          238.39,
+          238.42,
+          238.42,
+          238.38,
+          238.38,
+          238.4,
+          238.4,
+          238.42,
+          238.42,
+          238.41,
+          238.41,
+          238.42,
+          238.42,
+          238.4,
+          238.4,
+          238.39,
+          238.39,
+          238.41,
+          238.41,
+          238.47,
+          238.47,
+          238.46,
+          238.46,
+          238.4,
+          238.4,
+          238.39,
+          238.39,
+          238.4,
+          238.4,
+          238.37,
+          238.37,
+          238.39,
+          238.39,
+          238.43,
+          238.43,
+          238.38,
+          238.38,
+          238.38
+         ]
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "y": [
+          237.25,
+          237.25,
+          237.19,
+          237.19,
+          237.23,
+          237.23,
+          237.29,
+          237.29,
+          237.26,
+          237.26,
+          237.24,
+          237.24,
+          237.2,
+          237.2,
+          237.25,
+          237.25,
+          237.29,
+          237.29,
+          237.26,
+          237.26,
+          237.27,
+          237.27,
+          237.22,
+          237.22,
+          237.21,
+          237.21,
+          237.26,
+          237.26,
+          237.27,
+          237.27,
+          237.25,
+          237.25,
+          237.24,
+          237.24,
+          237.16,
+          237.16,
+          237.24,
+          237.24,
+          237.23,
+          237.23,
+          237.28,
+          237.28,
+          237.24,
+          237.24,
+          237.24,
+          237.24,
+          237.21,
+          237.21,
+          237.26,
+          237.26,
+          237.28,
+          237.28,
+          237.29,
+          237.29,
+          237.24,
+          237.24,
+          237.22,
+          237.22,
+          237.24,
+          237.24,
+          237.23,
+          237.23,
+          237.2,
+          237.2,
+          237.26,
+          237.26,
+          237.24,
+          237.24,
+          237.26,
+          237.26,
+          237.26,
+          237.26,
+          237.21,
+          237.21,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.19,
+          237.19,
+          237.2,
+          237.2,
+          237.26,
+          237.26,
+          237.13,
+          237.13,
+          237.25,
+          237.25,
+          237.26,
+          237.26,
+          237.28,
+          237.28,
+          237.28,
+          237.28,
+          237.25,
+          237.25,
+          237.27,
+          237.27,
+          237.22,
+          237.22,
+          237.22,
+          237.22,
+          237.26,
+          237.26,
+          237.25,
+          237.25,
+          237.21,
+          237.21,
+          237.25,
+          237.25,
+          237.25,
+          237.25,
+          237.29,
+          237.29,
+          237.27,
+          237.27,
+          237.27,
+          237.27,
+          237.29,
+          237.29,
+          237.24,
+          237.24,
+          237.26,
+          237.26,
+          237.27,
+          237.27,
+          237.25,
+          237.25,
+          237.26,
+          237.26,
+          237.17,
+          237.17,
+          237.26,
+          237.26,
+          237.24,
+          237.24,
+          237.22,
+          237.22,
+          237.23,
+          237.23,
+          237.22,
+          237.22,
+          237.21,
+          237.21,
+          237.2,
+          237.2,
+          237.2,
+          237.2,
+          237.24,
+          237.24,
+          237.29,
+          237.29,
+          237.23,
+          237.23,
+          237.22,
+          237.22,
+          237.26,
+          237.26,
+          237.28,
+          237.28,
+          237.26,
+          237.26,
+          237.23,
+          237.23,
+          237.27,
+          237.27,
+          237.25,
+          237.25,
+          237.23,
+          237.23,
+          237.24,
+          237.24,
+          237.23,
+          237.23,
+          237.25,
+          237.25,
+          237.26,
+          237.26,
+          237.24,
+          237.24,
+          237.19,
+          237.19,
+          237.2,
+          237.2,
+          237.25,
+          237.25,
+          237.26,
+          237.26,
+          237.25,
+          237.25,
+          237.29,
+          237.29,
+          237.26,
+          237.26,
+          237.22,
+          237.22,
+          237.27,
+          237.27,
+          237.28
+         ]
+        },
+        {
+         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "line": {
+           "color": "#B2182B",
+           "width": 0.5
+          },
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Beyond Limits",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "7",
+          "14",
+          "15",
+          "49",
+          "69",
+          "93",
+          "100"
+         ],
+         "y": {
+          "bdata": "cT0K16OgbUD2KFyPwqVtQEjhehSup21AH4XrUbjWbUAAAAAAAKBtQMP1KFyPom1APQrXo3CVbUCF61G4Hs1tQA==",
+          "dtype": "f8"
+         }
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "bgcolor": "rgba(255,255,255,0.8)",
+          "borderpad": 3,
+          "font": {
+           "color": "gray",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "Process limits vary by subgroup size (n)",
+          "x": 0.02,
+          "xref": "paper",
+          "y": 0.98,
+          "yref": "paper"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 237.8",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "paper",
+          "y": 1.04,
+          "yanchor": "bottom",
+          "yref": "paper"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 400,
+        "hovermode": "x unified",
+        "margin": {
+         "b": 80
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 237.83,
+          "y1": 237.83
+         }
+        ],
+        "showlegend": false,
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           60,
-           3796
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           60,
-           3797
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           60,
-           3799
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           60,
-           3800
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           61,
-           3801
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           61,
-           3802
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           61,
-           3803
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           62,
-           3806
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           62,
-           3808
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           62,
-           3809
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           62,
-           3810
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           63,
-           3811
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           63,
-           3812
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           63,
-           3814
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           63,
-           3815
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           64,
-           3816
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           64,
-           3817
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           64,
-           3818
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           64,
-           3820
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           65,
-           3821
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           65,
-           3823
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           65,
-           3825
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           66,
-           3826
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           66,
-           3827
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
           ],
-          [
-           "4_2",
-           67,
-           3831
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "text": "X̄ Chart of R4 (Time Main Effects) Recentered"
+        },
+        "width": 1000,
+        "xaxis": {
+         "automargin": true,
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "title": {
+          "text": "Production Time"
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         },
+         "zeroline": false
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds3_val.execute(\n",
+    "    chart='Xbar',\n",
+    "    by=[pb.cols.PRODUCTION_TIME],\n",
+    "    value='R4',\n",
+    "    recentered=True\n",
+    ").plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Production Time Main Effects — PT RSG Sample Standard Deviations (Slide 23)\n",
+    "\n",
+    "Bishop's reference: **CL = 1.06**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.947971Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.947922Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.959851Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.959488Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S",
+         "opacity": 1.0,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10",
+          "11",
+          "12",
+          "13",
+          "14",
+          "15",
+          "16",
+          "17",
+          "18",
+          "19",
+          "20",
+          "21",
+          "22",
+          "23",
+          "24",
+          "25",
+          "26",
+          "27",
+          "28",
+          "29",
+          "30",
+          "31",
+          "32",
+          "33",
+          "34",
+          "35",
+          "36",
+          "37",
+          "38",
+          "39",
+          "40",
+          "41",
+          "42",
+          "43",
+          "44",
+          "45",
+          "46",
+          "47",
+          "48",
+          "49",
+          "50",
+          "51",
+          "52",
+          "53",
+          "54",
+          "55",
+          "56",
+          "57",
+          "58",
+          "59",
+          "60",
+          "61",
+          "62",
+          "63",
+          "64",
+          "65",
+          "66",
+          "67",
+          "68",
+          "69",
+          "70",
+          "71",
+          "72",
+          "73",
+          "74",
+          "75",
+          "76",
+          "77",
+          "78",
+          "79",
+          "80",
+          "81",
+          "82",
+          "83",
+          "84",
+          "85",
+          "86",
+          "87",
+          "88",
+          "89",
+          "90",
+          "91",
+          "92",
+          "93",
+          "94",
+          "95",
+          "96",
+          "97",
+          "98",
+          "99",
+          "100"
+         ],
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         }
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "y": [
+          1.47,
+          1.47,
+          1.52,
+          1.52,
+          1.48,
+          1.48,
+          1.44,
+          1.44,
+          1.46,
+          1.46,
+          1.48,
+          1.48,
+          1.51,
+          1.51,
+          1.47,
+          1.47,
+          1.45,
+          1.45,
+          1.46,
+          1.46,
+          1.46,
+          1.46,
+          1.49,
+          1.49,
+          1.5,
+          1.5,
+          1.46,
+          1.46,
+          1.46,
+          1.46,
+          1.47,
+          1.47,
+          1.48,
+          1.48,
+          1.54,
+          1.54,
+          1.48,
+          1.48,
+          1.48,
+          1.48,
+          1.45,
+          1.45,
+          1.48,
+          1.48,
+          1.48,
+          1.48,
+          1.5,
+          1.5,
+          1.46,
+          1.46,
+          1.45,
+          1.45,
+          1.45,
+          1.45,
+          1.48,
+          1.48,
+          1.49,
+          1.49,
+          1.48,
+          1.48,
+          1.48,
+          1.48,
+          1.51,
+          1.51,
+          1.46,
+          1.46,
+          1.48,
+          1.48,
+          1.46,
+          1.46,
+          1.46,
+          1.46,
+          1.5,
+          1.5,
+          1.45,
+          1.45,
+          1.45,
+          1.45,
+          1.52,
+          1.52,
+          1.51,
+          1.51,
+          1.46,
+          1.46,
+          1.56,
+          1.56,
+          1.47,
+          1.47,
+          1.46,
+          1.46,
+          1.45,
+          1.45,
+          1.45,
+          1.45,
+          1.47,
+          1.47,
+          1.46,
+          1.46,
+          1.49,
+          1.49,
+          1.49,
+          1.49,
+          1.46,
+          1.46,
+          1.47,
+          1.47,
+          1.5,
+          1.5,
+          1.47,
+          1.47,
+          1.47,
+          1.47,
+          1.45,
+          1.45,
+          1.46,
+          1.46,
+          1.46,
+          1.46,
+          1.45,
+          1.45,
+          1.48,
+          1.48,
+          1.46,
+          1.46,
+          1.46,
+          1.46,
+          1.47,
+          1.47,
+          1.46,
+          1.46,
+          1.53,
+          1.53,
+          1.46,
+          1.46,
+          1.48,
+          1.48,
+          1.49,
+          1.49,
+          1.48,
+          1.48,
+          1.49,
+          1.49,
+          1.5,
+          1.5,
+          1.51,
+          1.51,
+          1.51,
+          1.51,
+          1.48,
+          1.48,
+          1.44,
+          1.44,
+          1.48,
+          1.48,
+          1.49,
+          1.49,
+          1.46,
+          1.46,
+          1.45,
+          1.45,
+          1.46,
+          1.46,
+          1.48,
+          1.48,
+          1.46,
+          1.46,
+          1.47,
+          1.47,
+          1.48,
+          1.48,
+          1.48,
+          1.48,
+          1.48,
+          1.48,
+          1.47,
+          1.47,
+          1.46,
+          1.46,
+          1.48,
+          1.48,
+          1.52,
+          1.52,
+          1.51,
+          1.51,
+          1.47,
+          1.47,
+          1.46,
+          1.46,
+          1.47,
+          1.47,
+          1.45,
+          1.45,
+          1.46,
+          1.46,
+          1.49,
+          1.49,
+          1.46,
+          1.46,
+          1.45
+         ]
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4",
+          "5",
+          "5",
+          "6",
+          "6",
+          "7",
+          "7",
+          "8",
+          "8",
+          "9",
+          "9",
+          "10",
+          "10",
+          "11",
+          "11",
+          "12",
+          "12",
+          "13",
+          "13",
+          "14",
+          "14",
+          "15",
+          "15",
+          "16",
+          "16",
+          "17",
+          "17",
+          "18",
+          "18",
+          "19",
+          "19",
+          "20",
+          "20",
+          "21",
+          "21",
+          "22",
+          "22",
+          "23",
+          "23",
+          "24",
+          "24",
+          "25",
+          "25",
+          "26",
+          "26",
+          "27",
+          "27",
+          "28",
+          "28",
+          "29",
+          "29",
+          "30",
+          "30",
+          "31",
+          "31",
+          "32",
+          "32",
+          "33",
+          "33",
+          "34",
+          "34",
+          "35",
+          "35",
+          "36",
+          "36",
+          "37",
+          "37",
+          "38",
+          "38",
+          "39",
+          "39",
+          "40",
+          "40",
+          "41",
+          "41",
+          "42",
+          "42",
+          "43",
+          "43",
+          "44",
+          "44",
+          "45",
+          "45",
+          "46",
+          "46",
+          "47",
+          "47",
+          "48",
+          "48",
+          "49",
+          "49",
+          "50",
+          "50",
+          "51",
+          "51",
+          "52",
+          "52",
+          "53",
+          "53",
+          "54",
+          "54",
+          "55",
+          "55",
+          "56",
+          "56",
+          "57",
+          "57",
+          "58",
+          "58",
+          "59",
+          "59",
+          "60",
+          "60",
+          "61",
+          "61",
+          "62",
+          "62",
+          "63",
+          "63",
+          "64",
+          "64",
+          "65",
+          "65",
+          "66",
+          "66",
+          "67",
+          "67",
+          "68",
+          "68",
+          "69",
+          "69",
+          "70",
+          "70",
+          "71",
+          "71",
+          "72",
+          "72",
+          "73",
+          "73",
+          "74",
+          "74",
+          "75",
+          "75",
+          "76",
+          "76",
+          "77",
+          "77",
+          "78",
+          "78",
+          "79",
+          "79",
+          "80",
+          "80",
+          "81",
+          "81",
+          "82",
+          "82",
+          "83",
+          "83",
+          "84",
+          "84",
+          "85",
+          "85",
+          "86",
+          "86",
+          "87",
+          "87",
+          "88",
+          "88",
+          "89",
+          "89",
+          "90",
+          "90",
+          "91",
+          "91",
+          "92",
+          "92",
+          "93",
+          "93",
+          "94",
+          "94",
+          "95",
+          "95",
+          "96",
+          "96",
+          "97",
+          "97",
+          "98",
+          "98",
+          "99",
+          "99",
+          "100",
+          "100"
+         ],
+         "y": [
+          0.65,
+          0.65,
+          0.6,
+          0.6,
+          0.63,
+          0.63,
+          0.68,
+          0.68,
+          0.65,
+          0.65,
+          0.64,
+          0.64,
+          0.61,
+          0.61,
+          0.65,
+          0.65,
+          0.67,
+          0.67,
+          0.65,
+          0.65,
+          0.66,
+          0.66,
+          0.62,
+          0.62,
+          0.62,
+          0.62,
+          0.65,
+          0.65,
+          0.66,
+          0.66,
+          0.65,
+          0.65,
+          0.64,
+          0.64,
+          0.58,
+          0.58,
+          0.64,
+          0.64,
+          0.63,
+          0.63,
+          0.67,
+          0.67,
+          0.64,
+          0.64,
+          0.64,
+          0.64,
+          0.62,
+          0.62,
+          0.65,
+          0.65,
+          0.67,
+          0.67,
+          0.67,
+          0.67,
+          0.64,
+          0.64,
+          0.62,
+          0.62,
+          0.64,
+          0.64,
+          0.63,
+          0.63,
+          0.61,
+          0.61,
+          0.65,
+          0.65,
+          0.64,
+          0.64,
+          0.65,
+          0.65,
+          0.65,
+          0.65,
+          0.62,
+          0.62,
+          0.67,
+          0.67,
+          0.67,
+          0.67,
+          0.6,
+          0.6,
+          0.61,
+          0.61,
+          0.65,
+          0.65,
+          0.55,
+          0.55,
+          0.65,
+          0.65,
+          0.65,
+          0.65,
+          0.67,
+          0.67,
+          0.67,
+          0.67,
+          0.65,
+          0.65,
+          0.66,
+          0.66,
+          0.62,
+          0.62,
+          0.62,
+          0.62,
+          0.65,
+          0.65,
+          0.65,
+          0.65,
+          0.62,
+          0.62,
+          0.65,
+          0.65,
+          0.65,
+          0.65,
+          0.67,
+          0.67,
+          0.66,
+          0.66,
+          0.66,
+          0.66,
+          0.67,
+          0.67,
+          0.64,
+          0.64,
+          0.65,
+          0.65,
+          0.66,
+          0.66,
+          0.65,
+          0.65,
+          0.65,
+          0.65,
+          0.59,
+          0.59,
+          0.65,
+          0.65,
+          0.64,
+          0.64,
+          0.62,
+          0.62,
+          0.63,
+          0.63,
+          0.62,
+          0.62,
+          0.62,
+          0.62,
+          0.61,
+          0.61,
+          0.61,
+          0.61,
+          0.64,
+          0.64,
+          0.68,
+          0.68,
+          0.63,
+          0.63,
+          0.62,
+          0.62,
+          0.65,
+          0.65,
+          0.67,
+          0.67,
+          0.65,
+          0.65,
+          0.63,
+          0.63,
+          0.66,
+          0.66,
+          0.65,
+          0.65,
+          0.63,
+          0.63,
+          0.64,
+          0.64,
+          0.63,
+          0.63,
+          0.65,
+          0.65,
+          0.65,
+          0.65,
+          0.64,
+          0.64,
+          0.6,
+          0.6,
+          0.61,
+          0.61,
+          0.65,
+          0.65,
+          0.65,
+          0.65,
+          0.65,
+          0.65,
+          0.67,
+          0.67,
+          0.65,
+          0.65,
+          0.62,
+          0.62,
+          0.66,
+          0.66,
+          0.67
+         ]
+        },
+        {
+         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "line": {
+           "color": "#B2182B",
+           "width": 0.5
+          },
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Beyond Limits",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "15",
+          "54"
+         ],
+         "y": {
+          "bdata": "pHA9Ctej+D9SuB6F61H4P+xRuB6F6/k/",
+          "dtype": "f8"
+         }
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "bgcolor": "rgba(255,255,255,0.8)",
+          "borderpad": 3,
+          "font": {
+           "color": "gray",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "Process limits vary by subgroup size (n)",
+          "x": 0.02,
+          "xref": "paper",
+          "y": 0.98,
+          "yref": "paper"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 1.060",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "paper",
+          "y": 1.04,
+          "yanchor": "bottom",
+          "yref": "paper"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 400,
+        "hovermode": "x unified",
+        "margin": {
+         "b": 80
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 1.06,
+          "y1": 1.06
+         }
+        ],
+        "showlegend": false,
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           67,
-           3832
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           67,
-           3833
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           67,
-           3835
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           68,
-           3836
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           68,
-           3837
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           68,
-           3839
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           68,
-           3840
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           69,
-           3841
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           69,
-           3842
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           69,
-           3843
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           69,
-           3844
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           70,
-           3847
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           70,
-           3848
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           70,
-           3850
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           71,
-           3851
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           71,
-           3853
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           71,
-           3855
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           72,
-           3857
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           72,
-           3859
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           72,
-           3860
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           73,
-           3861
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           73,
-           3862
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           73,
-           3865
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           74,
-           3866
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
           ],
-          [
-           "4_2",
-           74,
-           3869
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "text": "S Chart of R4 (Time Main Effects) Recentered"
+        },
+        "width": 1000,
+        "xaxis": {
+         "automargin": true,
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "tickangle": 0,
+         "ticktext": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "tickvals": [
+          "1",
+          "6",
+          "11",
+          "16",
+          "21",
+          "26",
+          "31",
+          "36",
+          "41",
+          "46",
+          "51",
+          "56",
+          "61",
+          "66",
+          "71",
+          "76",
+          "81",
+          "86",
+          "91",
+          "96",
+          "100"
+         ],
+         "title": {
+          "text": "Production Time"
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Standard Deviation"
+         },
+         "zeroline": false
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds3_val.execute(\n",
+    "    chart='S',\n",
+    "    by=[pb.cols.PRODUCTION_TIME],\n",
+    "    value='R4',\n",
+    "    recentered=True\n",
+    ").plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Process Design Design Factor Main Effects — Factor 1 Sample Averages (Slide 24)\n",
+    "\n",
+    "Bishop's reference: **CL = 237.83**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.960768Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.960718Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.971614Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.971315Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar",
+         "opacity": 1.0,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4"
+         ],
+         "y": {
+          "bdata": "PQrXo3DNbUCF61G4HsVtQKRwPQrXm21AMzMzMzO7bUA=",
+          "dtype": "f8"
+         }
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4"
+         ],
+         "y": [
+          237.94,
+          237.94,
+          237.94,
+          237.94,
+          237.94,
+          237.94,
+          237.94
+         ]
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4"
+         ],
+         "y": [
+          237.71,
+          237.71,
+          237.71,
+          237.71,
+          237.71,
+          237.71,
+          237.71
+         ]
+        },
+        {
+         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "line": {
+           "color": "#B2182B",
+           "width": 0.5
+          },
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Beyond Limits",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3"
+         ],
+         "y": {
+          "bdata": "PQrXo3DNbUCF61G4HsVtQKRwPQrXm21A",
+          "dtype": "f8"
+         }
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "bgcolor": "rgba(255,255,255,0.8)",
+          "borderpad": 3,
+          "font": {
+           "color": "gray",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "Process limits vary by subgroup size (n)",
+          "x": 0.02,
+          "xref": "paper",
+          "y": 0.98,
+          "yref": "paper"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 237.8",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "paper",
+          "y": 1.04,
+          "yanchor": "bottom",
+          "yref": "paper"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 400,
+        "hovermode": "x unified",
+        "margin": {
+         "b": 80
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 237.83,
+          "y1": 237.83
+         }
+        ],
+        "showlegend": false,
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           75,
-           3873
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           76,
-           3876
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           76,
-           3877
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           76,
-           3878
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           76,
-           3879
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           76,
-           3880
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           77,
-           3881
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           77,
-           3882
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           77,
-           3884
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           77,
-           3885
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           78,
-           3886
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           78,
-           3887
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           78,
-           3888
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           79,
-           3892
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           79,
-           3893
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           79,
-           3894
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           79,
-           3895
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           80,
-           3896
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           80,
-           3897
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           80,
-           3898
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           80,
-           3900
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           81,
-           3901
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           81,
-           3902
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           81,
-           3903
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
           ],
-          [
-           "4_2",
-           81,
-           3904
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "text": "X̄ Chart of R6 (Design Factor Main Effects) Recentered"
+        },
+        "width": 1000,
+        "xaxis": {
+         "automargin": true,
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Factor 1"
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         },
+         "zeroline": false
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds3_val.execute(\n",
+    "    chart='Xbar',\n",
+    "    by=[pb.cols.FACTOR_1],\n",
+    "    value='R6',\n",
+    "    recentered=True\n",
+    ").plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Process Design Design Factor Main Effects — Factor 1 Sample Standard Deviations (Slide 25)\n",
+    "\n",
+    "Bishop's reference: **CL = 1.06**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.972588Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.972532Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.982847Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.982477Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S",
+         "opacity": 1.0,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "3",
+          "4"
+         ],
+         "y": {
+          "bdata": "exSuR+F68D97FK5H4XrwPxSuR+F6FPI/zczMzMzM8D8=",
+          "dtype": "f8"
+         }
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4"
+         ],
+         "y": [
+          1.14,
+          1.14,
+          1.14,
+          1.14,
+          1.14,
+          1.14,
+          1.14
+         ]
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2",
+          "3",
+          "3",
+          "4",
+          "4"
+         ],
+         "y": [
+          0.98,
+          0.98,
+          0.98,
+          0.98,
+          0.98,
+          0.98,
+          0.98
+         ]
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "bgcolor": "rgba(255,255,255,0.8)",
+          "borderpad": 3,
+          "font": {
+           "color": "gray",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "Process limits vary by subgroup size (n)",
+          "x": 0.02,
+          "xref": "paper",
+          "y": 0.98,
+          "yref": "paper"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 1.060",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "paper",
+          "y": 1.04,
+          "yanchor": "bottom",
+          "yref": "paper"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 400,
+        "hovermode": "x unified",
+        "margin": {
+         "b": 80
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 1.06,
+          "y1": 1.06
+         }
+        ],
+        "showlegend": false,
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           81,
-           3905
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           82,
-           3906
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           82,
-           3907
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           82,
-           3908
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           82,
-           3910
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           83,
-           3912
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           83,
-           3913
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           83,
-           3914
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           83,
-           3915
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           84,
-           3916
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           84,
-           3917
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           84,
-           3918
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           84,
-           3919
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           84,
-           3920
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           85,
-           3923
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           85,
-           3924
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           85,
-           3925
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           86,
-           3926
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           86,
-           3928
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           86,
-           3929
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           86,
-           3930
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           87,
-           3931
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           87,
-           3933
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           87,
-           3935
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
           ],
-          [
-           "4_2",
-           88,
-           3939
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "text": "S Chart of R6 (Design Factor Main Effects)"
+        },
+        "width": 1000,
+        "xaxis": {
+         "automargin": true,
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Factor 1"
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Standard Deviation"
+         },
+         "zeroline": false
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds3_val.execute(\n",
+    "    chart='S',\n",
+    "    by=[pb.cols.FACTOR_1],\n",
+    "    value='R6'\n",
+    ").plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Process Design Design Factor Main Effects — Factor 2 Sample Averages (Slide 26)\n",
+    "\n",
+    "Bishop's reference: **CL = 237.82**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.983805Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.983752Z",
+     "iopub.status.idle": "2026-10-05T00:32:57.994903Z",
+     "shell.execute_reply": "2026-10-05T00:32:57.994521Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar",
+         "opacity": 1.0,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2"
+         ],
+         "y": {
+          "bdata": "PQrXo3CtbUDXo3A9CsdtQA==",
+          "dtype": "f8"
+         }
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2"
+         ],
+         "y": [
+          237.91,
+          237.91,
+          237.91
+         ]
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2"
+         ],
+         "y": [
+          237.74,
+          237.74,
+          237.74
+         ]
+        },
+        {
+         "hovertemplate": "Beyond Limits<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "line": {
+           "color": "#B2182B",
+           "width": 0.5
+          },
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Beyond Limits",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2"
+         ],
+         "y": {
+          "bdata": "PQrXo3CtbUDXo3A9CsdtQA==",
+          "dtype": "f8"
+         }
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "bgcolor": "rgba(255,255,255,0.8)",
+          "borderpad": 3,
+          "font": {
+           "color": "gray",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "Process limits vary by subgroup size (n)",
+          "x": 0.02,
+          "xref": "paper",
+          "y": 0.98,
+          "yref": "paper"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 237.8",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "paper",
+          "y": 1.04,
+          "yanchor": "bottom",
+          "yref": "paper"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 400,
+        "hovermode": "x unified",
+        "margin": {
+         "b": 80
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 237.82,
+          "y1": 237.82
+         }
+        ],
+        "showlegend": false,
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           88,
-           3940
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           89,
-           3941
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           89,
-           3942
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           89,
-           3943
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           89,
-           3944
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           89,
-           3945
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           90,
-           3946
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           90,
-           3947
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           90,
-           3950
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           91,
-           3951
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           91,
-           3954
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           91,
-           3955
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           92,
-           3956
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           92,
-           3957
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           92,
-           3958
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           92,
-           3959
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           92,
-           3960
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           93,
-           3961
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           93,
-           3962
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           93,
-           3963
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           93,
-           3964
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           94,
-           3966
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           94,
-           3968
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           94,
-           3969
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
           ],
-          [
-           "4_2",
-           94,
-           3970
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "text": "X̄ Chart of R6 (Design Factor Main Effects) Recentered"
+        },
+        "width": 1000,
+        "xaxis": {
+         "automargin": true,
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Factor 2"
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Average"
+         },
+         "zeroline": false
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds3_val.execute(\n",
+    "    chart='Xbar',\n",
+    "    by=[pb.cols.FACTOR_2],\n",
+    "    value='R6',\n",
+    "    recentered=True\n",
+    ").plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Process Design Design Factor Main Effects — Factor 2 Sample Standard Deviations (Slide 27)\n",
+    "\n",
+    "Bishop's reference: **CL = 1.06**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:57.995809Z",
+     "iopub.status.busy": "2026-10-05T00:32:57.995760Z",
+     "iopub.status.idle": "2026-10-05T00:32:58.005790Z",
+     "shell.execute_reply": "2026-10-05T00:32:58.005427Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S",
+         "opacity": 1.0,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2"
+         ],
+         "y": {
+          "bdata": "zczMzMzM8D8fhetRuB7xPw==",
+          "dtype": "f8"
+         }
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2"
+         ],
+         "y": [
+          1.12,
+          1.12,
+          1.12
+         ]
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1",
+          "2",
+          "2"
+         ],
+         "y": [
+          1.0,
+          1.0,
+          1.0
+         ]
+        }
+       ],
+       "layout": {
+        "annotations": [
+         {
+          "bgcolor": "rgba(255,255,255,0.8)",
+          "borderpad": 3,
+          "font": {
+           "color": "gray",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "Process limits vary by subgroup size (n)",
+          "x": 0.02,
+          "xref": "paper",
+          "y": 0.98,
+          "yref": "paper"
+         },
+         {
+          "bgcolor": "rgba(255,255,255,0.7)",
+          "font": {
+           "color": "#333333",
+           "size": 10
+          },
+          "showarrow": false,
+          "text": "CL = 1.060",
+          "x": 1.0,
+          "xanchor": "right",
+          "xref": "paper",
+          "y": 1.04,
+          "yanchor": "bottom",
+          "yref": "paper"
+         }
+        ],
+        "font": {
+         "color": "#333333",
+         "family": "sans-serif",
+         "size": 11
+        },
+        "height": 400,
+        "hovermode": "x unified",
+        "margin": {
+         "b": 80
+        },
+        "paper_bgcolor": "white",
+        "plot_bgcolor": "#EBEBEB",
+        "shapes": [
+         {
+          "line": {
+           "color": "#33A02C",
+           "dash": "solid",
+           "width": 1.2
+          },
+          "type": "line",
+          "x0": 0,
+          "x1": 1,
+          "xref": "x domain",
+          "y0": 1.06,
+          "y1": 1.06
+         }
+        ],
+        "showlegend": false,
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
           ],
-          [
-           "4_2",
-           95,
-           3971
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
           ],
-          [
-           "4_2",
-           95,
-           3973
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
+           }
           ],
-          [
-           "4_2",
-           95,
-           3974
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "choropleth"
+           }
           ],
-          [
-           "4_2",
-           96,
-           3976
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "contour"
+           }
           ],
-          [
-           "4_2",
-           96,
-           3977
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "contourcarpet"
+           }
           ],
-          [
-           "4_2",
-           96,
-           3978
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "heatmap"
+           }
           ],
-          [
-           "4_2",
-           96,
-           3979
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
           ],
-          [
-           "4_2",
-           96,
-           3980
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
           ],
-          [
-           "4_2",
-           97,
-           3981
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
           ],
-          [
-           "4_2",
-           97,
-           3983
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "type": "mesh3d"
+           }
           ],
-          [
-           "4_2",
-           97,
-           3984
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "parcoords"
+           }
           ],
-          [
-           "4_2",
-           97,
-           3985
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
           ],
-          [
-           "4_2",
-           98,
-           3986
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
           ],
-          [
-           "4_2",
-           98,
-           3987
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatter3d"
+           }
           ],
-          [
-           "4_2",
-           98,
-           3988
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattercarpet"
+           }
           ],
-          [
-           "4_2",
-           99,
-           3991
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergeo"
+           }
           ],
-          [
-           "4_2",
-           99,
-           3992
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattergl"
+           }
           ],
-          [
-           "4_2",
-           99,
-           3994
+          "scattermap": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermap"
+           }
           ],
-          [
-           "4_2",
-           99,
-           3995
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scattermapbox"
+           }
           ],
-          [
-           "4_2",
-           100,
-           3996
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolar"
+           }
           ],
-          [
-           "4_2",
-           100,
-           3997
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterpolargl"
+           }
           ],
-          [
-           "4_2",
-           100,
-           3998
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "ticks": ""
+             }
+            },
+            "type": "scatterternary"
+           }
           ],
-          [
-           "4_2",
-           100,
-           3999
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "ticks": ""
+            },
+            "colorscale": [
+             [
+              0.0,
+              "#0d0887"
+             ],
+             [
+              0.1111111111111111,
+              "#46039f"
+             ],
+             [
+              0.2222222222222222,
+              "#7201a8"
+             ],
+             [
+              0.3333333333333333,
+              "#9c179e"
+             ],
+             [
+              0.4444444444444444,
+              "#bd3786"
+             ],
+             [
+              0.5555555555555556,
+              "#d8576b"
+             ],
+             [
+              0.6666666666666666,
+              "#ed7953"
+             ],
+             [
+              0.7777777777777778,
+              "#fb9f3a"
+             ],
+             [
+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1.0,
+              "#f0f921"
+             ]
+            ],
+            "type": "surface"
+           }
           ],
-          [
-           "4_2",
-           100,
-           4000
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "#EBF0F8"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "#C8D4E3"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
           ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowcolor": "#2a3f5f",
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "ticks": ""
+           }
+          },
+          "colorscale": {
+           "diverging": [
+            [
+             0,
+             "#8e0152"
+            ],
+            [
+             0.1,
+             "#c51b7d"
+            ],
+            [
+             0.2,
+             "#de77ae"
+            ],
+            [
+             0.3,
+             "#f1b6da"
+            ],
+            [
+             0.4,
+             "#fde0ef"
+            ],
+            [
+             0.5,
+             "#f7f7f7"
+            ],
+            [
+             0.6,
+             "#e6f5d0"
+            ],
+            [
+             0.7,
+             "#b8e186"
+            ],
+            [
+             0.8,
+             "#7fbc41"
+            ],
+            [
+             0.9,
+             "#4d9221"
+            ],
+            [
+             1,
+             "#276419"
+            ]
+           ],
+           "sequential": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0.0,
+             "#0d0887"
+            ],
+            [
+             0.1111111111111111,
+             "#46039f"
+            ],
+            [
+             0.2222222222222222,
+             "#7201a8"
+            ],
+            [
+             0.3333333333333333,
+             "#9c179e"
+            ],
+            [
+             0.4444444444444444,
+             "#bd3786"
+            ],
+            [
+             0.5555555555555556,
+             "#d8576b"
+            ],
+            [
+             0.6666666666666666,
+             "#ed7953"
+            ],
+            [
+             0.7777777777777778,
+             "#fb9f3a"
+            ],
+            [
+             0.8888888888888888,
+             "#fdca26"
+            ],
+            [
+             1.0,
+             "#f0f921"
+            ]
+           ]
+          },
+          "colorway": [
+           "#636efa",
+           "#EF553B",
+           "#00cc96",
+           "#ab63fa",
+           "#FFA15A",
+           "#19d3f3",
+           "#FF6692",
+           "#B6E880",
+           "#FF97FF",
+           "#FECB52"
+          ],
+          "font": {
+           "color": "#2a3f5f"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "#E5ECF6",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "mapbox": {
+           "style": "light"
+          },
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "#E5ECF6",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "#E5ECF6",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "ticks": "",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "line": {
+            "color": "#2a3f5f"
+           }
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           },
+           "bgcolor": "#E5ECF6",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "ticks": ""
+           }
+          },
+          "title": {
+           "x": 0.05
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "ticks": "",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white",
+           "zerolinewidth": 2
+          }
+         }
+        },
+        "title": {
+         "text": "S Chart of R6 (Design Factor Main Effects)"
+        },
+        "width": 1000,
+        "xaxis": {
+         "automargin": true,
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Factor 2"
+         },
+         "type": "category"
+        },
+        "yaxis": {
+         "gridcolor": "white",
+         "gridwidth": 1.0,
+         "linecolor": "#EBEBEB",
+         "linewidth": 1.0,
+         "showgrid": true,
+         "showline": true,
+         "title": {
+          "text": "Sample Standard Deviation"
+         },
+         "zeroline": false
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "study_sds3_val.execute(\n",
+    "    chart='S',\n",
+    "    by=[pb.cols.FACTOR_2],\n",
+    "    value='R6'\n",
+    ").plot(theme='ggplot').show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Analysis of PDCxPT Interaction — R3 Sample Averages and Standard Deviations (Slides 28-29)\n",
+    "\n",
+    "Bishop's reference: **Xbar CL = 237.83**, **S CL = 1.04**. Limits vary with subgroup size (some subgroups have one observation), so the slide prints the centre line only."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2026-10-05T00:32:58.006782Z",
+     "iopub.status.busy": "2026-10-05T00:32:58.006722Z",
+     "iopub.status.idle": "2026-10-05T00:32:58.047274Z",
+     "shell.execute_reply": "2026-10-05T00:32:58.046942Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "Xbar",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_3",
+          "1_1_4",
+          "1_1_5",
+          "1_1_6",
+          "1_1_7",
+          "1_1_8",
+          "1_1_9",
+          "1_1_10",
+          "1_1_11",
+          "1_1_12",
+          "1_1_13",
+          "1_1_14",
+          "1_1_15",
+          "1_1_16",
+          "1_1_17",
+          "1_1_18",
+          "1_1_19",
+          "1_1_20",
+          "1_1_21",
+          "1_1_22",
+          "1_1_23",
+          "1_1_24",
+          "1_1_25",
+          "1_1_26",
+          "1_1_27",
+          "1_1_28",
+          "1_1_29",
+          "1_1_30",
+          "1_1_31",
+          "1_1_32",
+          "1_1_33",
+          "1_1_34",
+          "1_1_35",
+          "1_1_36",
+          "1_1_37",
+          "1_1_38",
+          "1_1_39",
+          "1_1_40",
+          "1_1_41",
+          "1_1_42",
+          "1_1_43",
+          "1_1_44",
+          "1_1_45",
+          "1_1_46",
+          "1_1_47",
+          "1_1_48",
+          "1_1_49",
+          "1_1_50",
+          "1_1_51",
+          "1_1_52",
+          "1_1_53",
+          "1_1_54",
+          "1_1_55",
+          "1_1_56",
+          "1_1_57",
+          "1_1_58",
+          "1_1_59",
+          "1_1_60",
+          "1_1_61",
+          "1_1_62",
+          "1_1_63",
+          "1_1_64",
+          "1_1_65",
+          "1_1_66",
+          "1_1_67",
+          "1_1_68",
+          "1_1_69",
+          "1_1_70",
+          "1_1_71",
+          "1_1_72",
+          "1_1_73",
+          "1_1_74",
+          "1_1_75",
+          "1_1_76",
+          "1_1_77",
+          "1_1_78",
+          "1_1_79",
+          "1_1_80",
+          "1_1_81",
+          "1_1_82",
+          "1_1_83",
+          "1_1_84",
+          "1_1_85",
+          "1_1_86",
+          "1_1_87",
+          "1_1_88",
+          "1_1_89",
+          "1_1_90",
+          "1_1_91",
+          "1_1_92",
+          "1_1_93",
+          "1_1_94",
+          "1_1_95",
+          "1_1_96",
+          "1_1_97",
+          "1_1_98",
+          "1_1_99",
+          "1_1_100",
+          "1_2_1",
+          "1_2_2",
+          "1_2_3",
+          "1_2_4",
+          "1_2_5",
+          "1_2_6",
+          "1_2_7",
+          "1_2_8",
+          "1_2_9",
+          "1_2_10",
+          "1_2_11",
+          "1_2_12",
+          "1_2_13",
+          "1_2_14",
+          "1_2_15",
+          "1_2_16",
+          "1_2_17",
+          "1_2_18",
+          "1_2_19",
+          "1_2_20",
+          "1_2_21",
+          "1_2_22",
+          "1_2_23",
+          "1_2_24",
+          "1_2_25",
+          "1_2_26",
+          "1_2_27",
+          "1_2_28",
+          "1_2_29",
+          "1_2_32",
+          "1_2_33",
+          "1_2_34",
+          "1_2_35",
+          "1_2_36",
+          "1_2_37",
+          "1_2_38",
+          "1_2_39",
+          "1_2_40",
+          "1_2_41",
+          "1_2_42",
+          "1_2_43",
+          "1_2_44",
+          "1_2_45",
+          "1_2_46",
+          "1_2_47",
+          "1_2_48",
+          "1_2_49",
+          "1_2_50",
+          "1_2_51",
+          "1_2_52",
+          "1_2_53",
+          "1_2_54",
+          "1_2_55",
+          "1_2_56",
+          "1_2_57",
+          "1_2_58",
+          "1_2_59",
+          "1_2_60",
+          "1_2_61",
+          "1_2_62",
+          "1_2_63",
+          "1_2_64",
+          "1_2_65",
+          "1_2_66",
+          "1_2_67",
+          "1_2_68",
+          "1_2_69",
+          "1_2_70",
+          "1_2_71",
+          "1_2_72",
+          "1_2_73",
+          "1_2_74",
+          "1_2_75",
+          "1_2_76",
+          "1_2_77",
+          "1_2_78",
+          "1_2_79",
+          "1_2_80",
+          "1_2_81",
+          "1_2_83",
+          "1_2_84",
+          "1_2_85",
+          "1_2_86",
+          "1_2_87",
+          "1_2_88",
+          "1_2_89",
+          "1_2_90",
+          "1_2_91",
+          "1_2_92",
+          "1_2_93",
+          "1_2_94",
+          "1_2_95",
+          "1_2_96",
+          "1_2_97",
+          "1_2_98",
+          "1_2_99",
+          "1_2_100",
+          "2_1_1",
+          "2_1_2",
+          "2_1_3",
+          "2_1_4",
+          "2_1_5",
+          "2_1_6",
+          "2_1_7",
+          "2_1_8",
+          "2_1_9",
+          "2_1_10",
+          "2_1_11",
+          "2_1_12",
+          "2_1_13",
+          "2_1_14",
+          "2_1_15",
+          "2_1_16",
+          "2_1_17",
+          "2_1_18",
+          "2_1_19",
+          "2_1_20",
+          "2_1_21",
+          "2_1_22",
+          "2_1_23",
+          "2_1_24",
+          "2_1_25",
+          "2_1_26",
+          "2_1_27",
+          "2_1_28",
+          "2_1_29",
+          "2_1_30",
+          "2_1_31",
+          "2_1_32",
+          "2_1_33",
+          "2_1_34",
+          "2_1_35",
+          "2_1_36",
+          "2_1_37",
+          "2_1_38",
+          "2_1_39",
+          "2_1_40",
+          "2_1_41",
+          "2_1_42",
+          "2_1_43",
+          "2_1_44",
+          "2_1_45",
+          "2_1_46",
+          "2_1_47",
+          "2_1_48",
+          "2_1_49",
+          "2_1_50",
+          "2_1_51",
+          "2_1_52",
+          "2_1_53",
+          "2_1_54",
+          "2_1_55",
+          "2_1_56",
+          "2_1_57",
+          "2_1_58",
+          "2_1_59",
+          "2_1_60",
+          "2_1_61",
+          "2_1_62",
+          "2_1_63",
+          "2_1_64",
+          "2_1_65",
+          "2_1_66",
+          "2_1_67",
+          "2_1_68",
+          "2_1_69",
+          "2_1_70",
+          "2_1_71",
+          "2_1_72",
+          "2_1_73",
+          "2_1_74",
+          "2_1_75",
+          "2_1_76",
+          "2_1_77",
+          "2_1_78",
+          "2_1_79",
+          "2_1_80",
+          "2_1_81",
+          "2_1_82",
+          "2_1_83",
+          "2_1_84",
+          "2_1_85",
+          "2_1_86",
+          "2_1_87",
+          "2_1_88",
+          "2_1_89",
+          "2_1_90",
+          "2_1_91",
+          "2_1_92",
+          "2_1_93",
+          "2_1_94",
+          "2_1_95",
+          "2_1_96",
+          "2_1_97",
+          "2_1_98",
+          "2_1_99",
+          "2_1_100",
+          "2_2_1",
+          "2_2_2",
+          "2_2_3",
+          "2_2_4",
+          "2_2_5",
+          "2_2_6",
+          "2_2_7",
+          "2_2_8",
+          "2_2_9",
+          "2_2_10",
+          "2_2_11",
+          "2_2_12",
+          "2_2_13",
+          "2_2_14",
+          "2_2_15",
+          "2_2_16",
+          "2_2_17",
+          "2_2_18",
+          "2_2_19",
+          "2_2_20",
+          "2_2_21",
+          "2_2_22",
+          "2_2_23",
+          "2_2_25",
+          "2_2_26",
+          "2_2_27",
+          "2_2_28",
+          "2_2_29",
+          "2_2_30",
+          "2_2_31",
+          "2_2_32",
+          "2_2_33",
+          "2_2_34",
+          "2_2_35",
+          "2_2_36",
+          "2_2_37",
+          "2_2_38",
+          "2_2_39",
+          "2_2_40",
+          "2_2_41",
+          "2_2_42",
+          "2_2_43",
+          "2_2_44",
+          "2_2_45",
+          "2_2_46",
+          "2_2_47",
+          "2_2_48",
+          "2_2_49",
+          "2_2_50",
+          "2_2_51",
+          "2_2_52",
+          "2_2_53",
+          "2_2_54",
+          "2_2_55",
+          "2_2_56",
+          "2_2_57",
+          "2_2_58",
+          "2_2_59",
+          "2_2_60",
+          "2_2_61",
+          "2_2_62",
+          "2_2_63",
+          "2_2_64",
+          "2_2_65",
+          "2_2_66",
+          "2_2_67",
+          "2_2_68",
+          "2_2_69",
+          "2_2_70",
+          "2_2_71",
+          "2_2_72",
+          "2_2_73",
+          "2_2_75",
+          "2_2_76",
+          "2_2_77",
+          "2_2_79",
+          "2_2_80",
+          "2_2_81",
+          "2_2_82",
+          "2_2_83",
+          "2_2_84",
+          "2_2_85",
+          "2_2_86",
+          "2_2_87",
+          "2_2_88",
+          "2_2_89",
+          "2_2_90",
+          "2_2_91",
+          "2_2_92",
+          "2_2_93",
+          "2_2_94",
+          "2_2_95",
+          "2_2_96",
+          "2_2_97",
+          "2_2_98",
+          "2_2_99",
+          "2_2_100",
+          "3_1_1",
+          "3_1_2",
+          "3_1_3",
+          "3_1_4",
+          "3_1_5",
+          "3_1_6",
+          "3_1_7",
+          "3_1_8",
+          "3_1_9",
+          "3_1_10",
+          "3_1_11",
+          "3_1_12",
+          "3_1_13",
+          "3_1_14",
+          "3_1_15",
+          "3_1_16",
+          "3_1_17",
+          "3_1_18",
+          "3_1_19",
+          "3_1_20",
+          "3_1_21",
+          "3_1_22",
+          "3_1_23",
+          "3_1_24",
+          "3_1_25",
+          "3_1_26",
+          "3_1_27",
+          "3_1_28",
+          "3_1_29",
+          "3_1_30",
+          "3_1_31",
+          "3_1_32",
+          "3_1_33",
+          "3_1_34",
+          "3_1_35",
+          "3_1_36",
+          "3_1_37",
+          "3_1_38",
+          "3_1_39",
+          "3_1_40",
+          "3_1_41",
+          "3_1_42",
+          "3_1_43",
+          "3_1_44",
+          "3_1_45",
+          "3_1_46",
+          "3_1_47",
+          "3_1_48",
+          "3_1_49",
+          "3_1_50",
+          "3_1_51",
+          "3_1_52",
+          "3_1_53",
+          "3_1_55",
+          "3_1_56",
+          "3_1_57",
+          "3_1_58",
+          "3_1_59",
+          "3_1_60",
+          "3_1_61",
+          "3_1_62",
+          "3_1_63",
+          "3_1_64",
+          "3_1_65",
+          "3_1_66",
+          "3_1_67",
+          "3_1_68",
+          "3_1_69",
+          "3_1_70",
+          "3_1_71",
+          "3_1_72",
+          "3_1_73",
+          "3_1_74",
+          "3_1_75",
+          "3_1_76",
+          "3_1_77",
+          "3_1_78",
+          "3_1_79",
+          "3_1_80",
+          "3_1_81",
+          "3_1_82",
+          "3_1_83",
+          "3_1_84",
+          "3_1_85",
+          "3_1_86",
+          "3_1_87",
+          "3_1_88",
+          "3_1_89",
+          "3_1_91",
+          "3_1_92",
+          "3_1_93",
+          "3_1_94",
+          "3_1_95",
+          "3_1_96",
+          "3_1_97",
+          "3_1_99",
+          "3_1_100",
+          "3_2_1",
+          "3_2_2",
+          "3_2_3",
+          "3_2_4",
+          "3_2_5",
+          "3_2_6",
+          "3_2_7",
+          "3_2_8",
+          "3_2_9",
+          "3_2_10",
+          "3_2_11",
+          "3_2_12",
+          "3_2_13",
+          "3_2_14",
+          "3_2_15",
+          "3_2_16",
+          "3_2_17",
+          "3_2_18",
+          "3_2_19",
+          "3_2_20",
+          "3_2_21",
+          "3_2_22",
+          "3_2_23",
+          "3_2_24",
+          "3_2_25",
+          "3_2_26",
+          "3_2_27",
+          "3_2_28",
+          "3_2_29",
+          "3_2_30",
+          "3_2_31",
+          "3_2_33",
+          "3_2_34",
+          "3_2_35",
+          "3_2_36",
+          "3_2_37",
+          "3_2_38",
+          "3_2_39",
+          "3_2_40",
+          "3_2_41",
+          "3_2_42",
+          "3_2_43",
+          "3_2_44",
+          "3_2_45",
+          "3_2_46",
+          "3_2_47",
+          "3_2_48",
+          "3_2_49",
+          "3_2_50",
+          "3_2_51",
+          "3_2_52",
+          "3_2_53",
+          "3_2_54",
+          "3_2_55",
+          "3_2_56",
+          "3_2_57",
+          "3_2_58",
+          "3_2_59",
+          "3_2_60",
+          "3_2_61",
+          "3_2_62",
+          "3_2_63",
+          "3_2_64",
+          "3_2_65",
+          "3_2_66",
+          "3_2_67",
+          "3_2_68",
+          "3_2_69",
+          "3_2_70",
+          "3_2_71",
+          "3_2_72",
+          "3_2_73",
+          "3_2_74",
+          "3_2_75",
+          "3_2_76",
+          "3_2_77",
+          "3_2_78",
+          "3_2_79",
+          "3_2_80",
+          "3_2_81",
+          "3_2_82",
+          "3_2_83",
+          "3_2_84",
+          "3_2_85",
+          "3_2_86",
+          "3_2_87",
+          "3_2_88",
+          "3_2_89",
+          "3_2_90",
+          "3_2_91",
+          "3_2_92",
+          "3_2_93",
+          "3_2_94",
+          "3_2_95",
+          "3_2_96",
+          "3_2_97",
+          "3_2_98",
+          "3_2_99",
+          "3_2_100",
+          "4_1_1",
+          "4_1_2",
+          "4_1_3",
+          "4_1_4",
+          "4_1_5",
+          "4_1_6",
+          "4_1_7",
+          "4_1_8",
+          "4_1_9",
+          "4_1_10",
+          "4_1_11",
+          "4_1_12",
+          "4_1_14",
+          "4_1_15",
+          "4_1_16",
+          "4_1_17",
+          "4_1_18",
+          "4_1_19",
+          "4_1_20",
+          "4_1_21",
+          "4_1_22",
+          "4_1_23",
+          "4_1_24",
+          "4_1_25",
+          "4_1_26",
+          "4_1_27",
+          "4_1_28",
+          "4_1_29",
+          "4_1_30",
+          "4_1_31",
+          "4_1_33",
+          "4_1_34",
+          "4_1_35",
+          "4_1_36",
+          "4_1_37",
+          "4_1_38",
+          "4_1_39",
+          "4_1_41",
+          "4_1_42",
+          "4_1_43",
+          "4_1_44",
+          "4_1_45",
+          "4_1_46",
+          "4_1_47",
+          "4_1_48",
+          "4_1_49",
+          "4_1_50",
+          "4_1_51",
+          "4_1_52",
+          "4_1_53",
+          "4_1_54",
+          "4_1_55",
+          "4_1_56",
+          "4_1_57",
+          "4_1_58",
+          "4_1_59",
+          "4_1_60",
+          "4_1_61",
+          "4_1_62",
+          "4_1_63",
+          "4_1_64",
+          "4_1_65",
+          "4_1_66",
+          "4_1_67",
+          "4_1_68",
+          "4_1_69",
+          "4_1_70",
+          "4_1_71",
+          "4_1_72",
+          "4_1_73",
+          "4_1_74",
+          "4_1_75",
+          "4_1_76",
+          "4_1_77",
+          "4_1_78",
+          "4_1_79",
+          "4_1_80",
+          "4_1_81",
+          "4_1_82",
+          "4_1_83",
+          "4_1_84",
+          "4_1_85",
+          "4_1_86",
+          "4_1_87",
+          "4_1_88",
+          "4_1_89",
+          "4_1_90",
+          "4_1_92",
+          "4_1_93",
+          "4_1_94",
+          "4_1_95",
+          "4_1_96",
+          "4_1_97",
+          "4_1_98",
+          "4_1_99",
+          "4_1_100",
+          "4_2_1",
+          "4_2_2",
+          "4_2_3",
+          "4_2_4",
+          "4_2_5",
+          "4_2_6",
+          "4_2_7",
+          "4_2_8",
+          "4_2_9",
+          "4_2_10",
+          "4_2_11",
+          "4_2_13",
+          "4_2_14",
+          "4_2_15",
+          "4_2_16",
+          "4_2_17",
+          "4_2_18",
+          "4_2_19",
+          "4_2_20",
+          "4_2_21",
+          "4_2_22",
+          "4_2_23",
+          "4_2_24",
+          "4_2_25",
+          "4_2_26",
+          "4_2_27",
+          "4_2_28",
+          "4_2_30",
+          "4_2_31",
+          "4_2_32",
+          "4_2_33",
+          "4_2_34",
+          "4_2_35",
+          "4_2_36",
+          "4_2_37",
+          "4_2_38",
+          "4_2_39",
+          "4_2_40",
+          "4_2_41",
+          "4_2_42",
+          "4_2_43",
+          "4_2_44",
+          "4_2_45",
+          "4_2_46",
+          "4_2_47",
+          "4_2_48",
+          "4_2_49",
+          "4_2_50",
+          "4_2_51",
+          "4_2_52",
+          "4_2_53",
+          "4_2_54",
+          "4_2_55",
+          "4_2_56",
+          "4_2_57",
+          "4_2_58",
+          "4_2_59",
+          "4_2_60",
+          "4_2_61",
+          "4_2_62",
+          "4_2_63",
+          "4_2_64",
+          "4_2_65",
+          "4_2_66",
+          "4_2_67",
+          "4_2_68",
+          "4_2_69",
+          "4_2_70",
+          "4_2_71",
+          "4_2_72",
+          "4_2_73",
+          "4_2_74",
+          "4_2_76",
+          "4_2_77",
+          "4_2_78",
+          "4_2_79",
+          "4_2_80",
+          "4_2_81",
+          "4_2_82",
+          "4_2_83",
+          "4_2_84",
+          "4_2_85",
+          "4_2_86",
+          "4_2_87",
+          "4_2_88",
+          "4_2_89",
+          "4_2_90",
+          "4_2_91",
+          "4_2_92",
+          "4_2_93",
+          "4_2_94",
+          "4_2_95",
+          "4_2_96",
+          "4_2_97",
+          "4_2_98",
+          "4_2_99",
+          "4_2_100"
+         ],
+         "xaxis": "x",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_2",
+          "1_1_3",
+          "1_1_3",
+          "1_1_4",
+          "1_1_4",
+          "1_1_5",
+          "1_1_5",
+          "1_1_6",
+          "1_1_6",
+          "1_1_7",
+          "1_1_7",
+          "1_1_8",
+          "1_1_8",
+          "1_1_9",
+          "1_1_9",
+          "1_1_10",
+          "1_1_10",
+          "1_1_11",
+          "1_1_11",
+          "1_1_12",
+          "1_1_12",
+          "1_1_13",
+          "1_1_13",
+          "1_1_14",
+          "1_1_14",
+          "1_1_15",
+          "1_1_15",
+          "1_1_16",
+          "1_1_16",
+          "1_1_17",
+          "1_1_17",
+          "1_1_18",
+          "1_1_18",
+          "1_1_19",
+          "1_1_19",
+          "1_1_20",
+          "1_1_20",
+          "1_1_21",
+          "1_1_21",
+          "1_1_22",
+          "1_1_22",
+          "1_1_23",
+          "1_1_23",
+          "1_1_24",
+          "1_1_24",
+          "1_1_25",
+          "1_1_25",
+          "1_1_26",
+          "1_1_26",
+          "1_1_27",
+          "1_1_27",
+          "1_1_28",
+          "1_1_28",
+          "1_1_29",
+          "1_1_29",
+          "1_1_30",
+          "1_1_30",
+          "1_1_31",
+          "1_1_31",
+          "1_1_32",
+          "1_1_32",
+          "1_1_33",
+          "1_1_33",
+          "1_1_34",
+          "1_1_34",
+          "1_1_35",
+          "1_1_35",
+          "1_1_36",
+          "1_1_36",
+          "1_1_37",
+          "1_1_37",
+          "1_1_38",
+          "1_1_38",
+          "1_1_39",
+          "1_1_39",
+          "1_1_40",
+          "1_1_40",
+          "1_1_41",
+          "1_1_41",
+          "1_1_42",
+          "1_1_42",
+          "1_1_43",
+          "1_1_43",
+          "1_1_44",
+          "1_1_44",
+          "1_1_45",
+          "1_1_45",
+          "1_1_46",
+          "1_1_46",
+          "1_1_47",
+          "1_1_47",
+          "1_1_48",
+          "1_1_48",
+          "1_1_49",
+          "1_1_49",
+          "1_1_50",
+          "1_1_50",
+          "1_1_51",
+          "1_1_51",
+          "1_1_52",
+          "1_1_52",
+          "1_1_53",
+          "1_1_53",
+          "1_1_54",
+          "1_1_54",
+          "1_1_55",
+          "1_1_55",
+          "1_1_56",
+          "1_1_56",
+          "1_1_57",
+          "1_1_57",
+          "1_1_58",
+          "1_1_58",
+          "1_1_59",
+          "1_1_59",
+          "1_1_60",
+          "1_1_60",
+          "1_1_61",
+          "1_1_61",
+          "1_1_62",
+          "1_1_62",
+          "1_1_63",
+          "1_1_63",
+          "1_1_64",
+          "1_1_64",
+          "1_1_65",
+          "1_1_65",
+          "1_1_66",
+          "1_1_66",
+          "1_1_67",
+          "1_1_67",
+          "1_1_68",
+          "1_1_68",
+          "1_1_69",
+          "1_1_69",
+          "1_1_70",
+          "1_1_70",
+          "1_1_71",
+          "1_1_71",
+          "1_1_72",
+          "1_1_72",
+          "1_1_73",
+          "1_1_73",
+          "1_1_74",
+          "1_1_74",
+          "1_1_75",
+          "1_1_75",
+          "1_1_76",
+          "1_1_76",
+          "1_1_77",
+          "1_1_77",
+          "1_1_78",
+          "1_1_78",
+          "1_1_79",
+          "1_1_79",
+          "1_1_80",
+          "1_1_80",
+          "1_1_81",
+          "1_1_81",
+          "1_1_82",
+          "1_1_82",
+          "1_1_83",
+          "1_1_83",
+          "1_1_84",
+          "1_1_84",
+          "1_1_85",
+          "1_1_85",
+          "1_1_86",
+          "1_1_86",
+          "1_1_87",
+          "1_1_87",
+          "1_1_88",
+          "1_1_88",
+          "1_1_89",
+          "1_1_89",
+          "1_1_90",
+          "1_1_90",
+          "1_1_91",
+          "1_1_91",
+          "1_1_92",
+          "1_1_92",
+          "1_1_93",
+          "1_1_93",
+          "1_1_94",
+          "1_1_94",
+          "1_1_95",
+          "1_1_95",
+          "1_1_96",
+          "1_1_96",
+          "1_1_97",
+          "1_1_97",
+          "1_1_98",
+          "1_1_98",
+          "1_1_99",
+          "1_1_99",
+          "1_1_100",
+          "1_1_100",
+          "1_2_1",
+          "1_2_1",
+          "1_2_2",
+          "1_2_2",
+          "1_2_3",
+          "1_2_3",
+          "1_2_4",
+          "1_2_4",
+          "1_2_5",
+          "1_2_5",
+          "1_2_6",
+          "1_2_6",
+          "1_2_7",
+          "1_2_7",
+          "1_2_8",
+          "1_2_8",
+          "1_2_9",
+          "1_2_9",
+          "1_2_10",
+          "1_2_10",
+          "1_2_11",
+          "1_2_11",
+          "1_2_12",
+          "1_2_12",
+          "1_2_13",
+          "1_2_13",
+          "1_2_14",
+          "1_2_14",
+          "1_2_15",
+          "1_2_15",
+          "1_2_16",
+          "1_2_16",
+          "1_2_17",
+          "1_2_17",
+          "1_2_18",
+          "1_2_18",
+          "1_2_19",
+          "1_2_19",
+          "1_2_20",
+          "1_2_20",
+          "1_2_21",
+          "1_2_21",
+          "1_2_22",
+          "1_2_22",
+          "1_2_23",
+          "1_2_23",
+          "1_2_24",
+          "1_2_24",
+          "1_2_25",
+          "1_2_25",
+          "1_2_26",
+          "1_2_26",
+          "1_2_27",
+          "1_2_27",
+          "1_2_28",
+          "1_2_28",
+          "1_2_29",
+          "1_2_29",
+          "1_2_32",
+          "1_2_32",
+          "1_2_33",
+          "1_2_33",
+          "1_2_34",
+          "1_2_34",
+          "1_2_35",
+          "1_2_35",
+          "1_2_36",
+          "1_2_36",
+          "1_2_37",
+          "1_2_37",
+          "1_2_38",
+          "1_2_38",
+          "1_2_39",
+          "1_2_39",
+          "1_2_40",
+          "1_2_40",
+          "1_2_41",
+          "1_2_41",
+          "1_2_42",
+          "1_2_42",
+          "1_2_43",
+          "1_2_43",
+          "1_2_44",
+          "1_2_44",
+          "1_2_45",
+          "1_2_45",
+          "1_2_46",
+          "1_2_46",
+          "1_2_47",
+          "1_2_47",
+          "1_2_48",
+          "1_2_48",
+          "1_2_49",
+          "1_2_49",
+          "1_2_50",
+          "1_2_50",
+          "1_2_51",
+          "1_2_51",
+          "1_2_52",
+          "1_2_52",
+          "1_2_53",
+          "1_2_53",
+          "1_2_54",
+          "1_2_54",
+          "1_2_55",
+          "1_2_55",
+          "1_2_56",
+          "1_2_56",
+          "1_2_57",
+          "1_2_57",
+          "1_2_58",
+          "1_2_58",
+          "1_2_59",
+          "1_2_59",
+          "1_2_60",
+          "1_2_60",
+          "1_2_61",
+          "1_2_61",
+          "1_2_62",
+          "1_2_62",
+          "1_2_63",
+          "1_2_63",
+          "1_2_64",
+          "1_2_64",
+          "1_2_65",
+          "1_2_65",
+          "1_2_66",
+          "1_2_66",
+          "1_2_67",
+          "1_2_67",
+          "1_2_68",
+          "1_2_68",
+          "1_2_69",
+          "1_2_69",
+          "1_2_70",
+          "1_2_70",
+          "1_2_71",
+          "1_2_71",
+          "1_2_72",
+          "1_2_72",
+          "1_2_73",
+          "1_2_73",
+          "1_2_74",
+          "1_2_74",
+          "1_2_75",
+          "1_2_75",
+          "1_2_76",
+          "1_2_76",
+          "1_2_77",
+          "1_2_77",
+          "1_2_78",
+          "1_2_78",
+          "1_2_79",
+          "1_2_79",
+          "1_2_80",
+          "1_2_80",
+          "1_2_81",
+          "1_2_81",
+          "1_2_83",
+          "1_2_83",
+          "1_2_84",
+          "1_2_84",
+          "1_2_85",
+          "1_2_85",
+          "1_2_86",
+          "1_2_86",
+          "1_2_87",
+          "1_2_87",
+          "1_2_88",
+          "1_2_88",
+          "1_2_89",
+          "1_2_89",
+          "1_2_90",
+          "1_2_90",
+          "1_2_91",
+          "1_2_91",
+          "1_2_92",
+          "1_2_92",
+          "1_2_93",
+          "1_2_93",
+          "1_2_94",
+          "1_2_94",
+          "1_2_95",
+          "1_2_95",
+          "1_2_96",
+          "1_2_96",
+          "1_2_97",
+          "1_2_97",
+          "1_2_98",
+          "1_2_98",
+          "1_2_99",
+          "1_2_99",
+          "1_2_100",
+          "1_2_100",
+          "2_1_1",
+          "2_1_1",
+          "2_1_2",
+          "2_1_2",
+          "2_1_3",
+          "2_1_3",
+          "2_1_4",
+          "2_1_4",
+          "2_1_5",
+          "2_1_5",
+          "2_1_6",
+          "2_1_6",
+          "2_1_7",
+          "2_1_7",
+          "2_1_8",
+          "2_1_8",
+          "2_1_9",
+          "2_1_9",
+          "2_1_10",
+          "2_1_10",
+          "2_1_11",
+          "2_1_11",
+          "2_1_12",
+          "2_1_12",
+          "2_1_13",
+          "2_1_13",
+          "2_1_14",
+          "2_1_14",
+          "2_1_15",
+          "2_1_15",
+          "2_1_16",
+          "2_1_16",
+          "2_1_17",
+          "2_1_17",
+          "2_1_18",
+          "2_1_18",
+          "2_1_19",
+          "2_1_19",
+          "2_1_20",
+          "2_1_20",
+          "2_1_21",
+          "2_1_21",
+          "2_1_22",
+          "2_1_22",
+          "2_1_23",
+          "2_1_23",
+          "2_1_24",
+          "2_1_24",
+          "2_1_25",
+          "2_1_25",
+          "2_1_26",
+          "2_1_26",
+          "2_1_27",
+          "2_1_27",
+          "2_1_28",
+          "2_1_28",
+          "2_1_29",
+          "2_1_29",
+          "2_1_30",
+          "2_1_30",
+          "2_1_31",
+          "2_1_31",
+          "2_1_32",
+          "2_1_32",
+          "2_1_33",
+          "2_1_33",
+          "2_1_34",
+          "2_1_34",
+          "2_1_35",
+          "2_1_35",
+          "2_1_36",
+          "2_1_36",
+          "2_1_37",
+          "2_1_37",
+          "2_1_38",
+          "2_1_38",
+          "2_1_39",
+          "2_1_39",
+          "2_1_40",
+          "2_1_40",
+          "2_1_41",
+          "2_1_41",
+          "2_1_42",
+          "2_1_42",
+          "2_1_43",
+          "2_1_43",
+          "2_1_44",
+          "2_1_44",
+          "2_1_45",
+          "2_1_45",
+          "2_1_46",
+          "2_1_46",
+          "2_1_47",
+          "2_1_47",
+          "2_1_48",
+          "2_1_48",
+          "2_1_49",
+          "2_1_49",
+          "2_1_50",
+          "2_1_50",
+          "2_1_51",
+          "2_1_51",
+          "2_1_52",
+          "2_1_52",
+          "2_1_53",
+          "2_1_53",
+          "2_1_54",
+          "2_1_54",
+          "2_1_55",
+          "2_1_55",
+          "2_1_56",
+          "2_1_56",
+          "2_1_57",
+          "2_1_57",
+          "2_1_58",
+          "2_1_58",
+          "2_1_59",
+          "2_1_59",
+          "2_1_60",
+          "2_1_60",
+          "2_1_61",
+          "2_1_61",
+          "2_1_62",
+          "2_1_62",
+          "2_1_63",
+          "2_1_63",
+          "2_1_64",
+          "2_1_64",
+          "2_1_65",
+          "2_1_65",
+          "2_1_66",
+          "2_1_66",
+          "2_1_67",
+          "2_1_67",
+          "2_1_68",
+          "2_1_68",
+          "2_1_69",
+          "2_1_69",
+          "2_1_70",
+          "2_1_70",
+          "2_1_71",
+          "2_1_71",
+          "2_1_72",
+          "2_1_72",
+          "2_1_73",
+          "2_1_73",
+          "2_1_74",
+          "2_1_74",
+          "2_1_75",
+          "2_1_75",
+          "2_1_76",
+          "2_1_76",
+          "2_1_77",
+          "2_1_77",
+          "2_1_78",
+          "2_1_78",
+          "2_1_79",
+          "2_1_79",
+          "2_1_80",
+          "2_1_80",
+          "2_1_81",
+          "2_1_81",
+          "2_1_82",
+          "2_1_82",
+          "2_1_83",
+          "2_1_83",
+          "2_1_84",
+          "2_1_84",
+          "2_1_85",
+          "2_1_85",
+          "2_1_86",
+          "2_1_86",
+          "2_1_87",
+          "2_1_87",
+          "2_1_88",
+          "2_1_88",
+          "2_1_89",
+          "2_1_89",
+          "2_1_90",
+          "2_1_90",
+          "2_1_91",
+          "2_1_91",
+          "2_1_92",
+          "2_1_92",
+          "2_1_93",
+          "2_1_93",
+          "2_1_94",
+          "2_1_94",
+          "2_1_95",
+          "2_1_95",
+          "2_1_96",
+          "2_1_96",
+          "2_1_97",
+          "2_1_97",
+          "2_1_98",
+          "2_1_98",
+          "2_1_99",
+          "2_1_99",
+          "2_1_100",
+          "2_1_100",
+          "2_2_1",
+          "2_2_1",
+          "2_2_2",
+          "2_2_2",
+          "2_2_3",
+          "2_2_3",
+          "2_2_4",
+          "2_2_4",
+          "2_2_5",
+          "2_2_5",
+          "2_2_6",
+          "2_2_6",
+          "2_2_7",
+          "2_2_7",
+          "2_2_8",
+          "2_2_8",
+          "2_2_9",
+          "2_2_9",
+          "2_2_10",
+          "2_2_10",
+          "2_2_11",
+          "2_2_11",
+          "2_2_12",
+          "2_2_12",
+          "2_2_13",
+          "2_2_13",
+          "2_2_14",
+          "2_2_14",
+          "2_2_15",
+          "2_2_15",
+          "2_2_16",
+          "2_2_16",
+          "2_2_17",
+          "2_2_17",
+          "2_2_18",
+          "2_2_18",
+          "2_2_19",
+          "2_2_19",
+          "2_2_20",
+          "2_2_20",
+          "2_2_21",
+          "2_2_21",
+          "2_2_22",
+          "2_2_22",
+          "2_2_23",
+          "2_2_23",
+          "2_2_25",
+          "2_2_25",
+          "2_2_26",
+          "2_2_26",
+          "2_2_27",
+          "2_2_27",
+          "2_2_28",
+          "2_2_28",
+          "2_2_29",
+          "2_2_29",
+          "2_2_30",
+          "2_2_30",
+          "2_2_31",
+          "2_2_31",
+          "2_2_32",
+          "2_2_32",
+          "2_2_33",
+          "2_2_33",
+          "2_2_34",
+          "2_2_34",
+          "2_2_35",
+          "2_2_35",
+          "2_2_36",
+          "2_2_36",
+          "2_2_37",
+          "2_2_37",
+          "2_2_38",
+          "2_2_38",
+          "2_2_39",
+          "2_2_39",
+          "2_2_40",
+          "2_2_40",
+          "2_2_41",
+          "2_2_41",
+          "2_2_42",
+          "2_2_42",
+          "2_2_43",
+          "2_2_43",
+          "2_2_44",
+          "2_2_44",
+          "2_2_45",
+          "2_2_45",
+          "2_2_46",
+          "2_2_46",
+          "2_2_47",
+          "2_2_47",
+          "2_2_48",
+          "2_2_48",
+          "2_2_49",
+          "2_2_49",
+          "2_2_50",
+          "2_2_50",
+          "2_2_51",
+          "2_2_51",
+          "2_2_52",
+          "2_2_52",
+          "2_2_53",
+          "2_2_53",
+          "2_2_54",
+          "2_2_54",
+          "2_2_55",
+          "2_2_55",
+          "2_2_56",
+          "2_2_56",
+          "2_2_57",
+          "2_2_57",
+          "2_2_58",
+          "2_2_58",
+          "2_2_59",
+          "2_2_59",
+          "2_2_60",
+          "2_2_60",
+          "2_2_61",
+          "2_2_61",
+          "2_2_62",
+          "2_2_62",
+          "2_2_63",
+          "2_2_63",
+          "2_2_64",
+          "2_2_64",
+          "2_2_65",
+          "2_2_65",
+          "2_2_66",
+          "2_2_66",
+          "2_2_67",
+          "2_2_67",
+          "2_2_68",
+          "2_2_68",
+          "2_2_69",
+          "2_2_69",
+          "2_2_70",
+          "2_2_70",
+          "2_2_71",
+          "2_2_71",
+          "2_2_72",
+          "2_2_72",
+          "2_2_73",
+          "2_2_73",
+          "2_2_75",
+          "2_2_75",
+          "2_2_76",
+          "2_2_76",
+          "2_2_77",
+          "2_2_77",
+          "2_2_79",
+          "2_2_79",
+          "2_2_80",
+          "2_2_80",
+          "2_2_81",
+          "2_2_81",
+          "2_2_82",
+          "2_2_82",
+          "2_2_83",
+          "2_2_83",
+          "2_2_84",
+          "2_2_84",
+          "2_2_85",
+          "2_2_85",
+          "2_2_86",
+          "2_2_86",
+          "2_2_87",
+          "2_2_87",
+          "2_2_88",
+          "2_2_88",
+          "2_2_89",
+          "2_2_89",
+          "2_2_90",
+          "2_2_90",
+          "2_2_91",
+          "2_2_91",
+          "2_2_92",
+          "2_2_92",
+          "2_2_93",
+          "2_2_93",
+          "2_2_94",
+          "2_2_94",
+          "2_2_95",
+          "2_2_95",
+          "2_2_96",
+          "2_2_96",
+          "2_2_97",
+          "2_2_97",
+          "2_2_98",
+          "2_2_98",
+          "2_2_99",
+          "2_2_99",
+          "2_2_100",
+          "2_2_100",
+          "3_1_1",
+          "3_1_1",
+          "3_1_2",
+          "3_1_2",
+          "3_1_3",
+          "3_1_3",
+          "3_1_4",
+          "3_1_4",
+          "3_1_5",
+          "3_1_5",
+          "3_1_6",
+          "3_1_6",
+          "3_1_7",
+          "3_1_7",
+          "3_1_8",
+          "3_1_8",
+          "3_1_9",
+          "3_1_9",
+          "3_1_10",
+          "3_1_10",
+          "3_1_11",
+          "3_1_11",
+          "3_1_12",
+          "3_1_12",
+          "3_1_13",
+          "3_1_13",
+          "3_1_14",
+          "3_1_14",
+          "3_1_15",
+          "3_1_15",
+          "3_1_16",
+          "3_1_16",
+          "3_1_17",
+          "3_1_17",
+          "3_1_18",
+          "3_1_18",
+          "3_1_19",
+          "3_1_19",
+          "3_1_20",
+          "3_1_20",
+          "3_1_21",
+          "3_1_21",
+          "3_1_22",
+          "3_1_22",
+          "3_1_23",
+          "3_1_23",
+          "3_1_24",
+          "3_1_24",
+          "3_1_25",
+          "3_1_25",
+          "3_1_26",
+          "3_1_26",
+          "3_1_27",
+          "3_1_27",
+          "3_1_28",
+          "3_1_28",
+          "3_1_29",
+          "3_1_29",
+          "3_1_30",
+          "3_1_30",
+          "3_1_31",
+          "3_1_31",
+          "3_1_32",
+          "3_1_32",
+          "3_1_33",
+          "3_1_33",
+          "3_1_34",
+          "3_1_34",
+          "3_1_35",
+          "3_1_35",
+          "3_1_36",
+          "3_1_36",
+          "3_1_37",
+          "3_1_37",
+          "3_1_38",
+          "3_1_38",
+          "3_1_39",
+          "3_1_39",
+          "3_1_40",
+          "3_1_40",
+          "3_1_41",
+          "3_1_41",
+          "3_1_42",
+          "3_1_42",
+          "3_1_43",
+          "3_1_43",
+          "3_1_44",
+          "3_1_44",
+          "3_1_45",
+          "3_1_45",
+          "3_1_46",
+          "3_1_46",
+          "3_1_47",
+          "3_1_47",
+          "3_1_48",
+          "3_1_48",
+          "3_1_49",
+          "3_1_49",
+          "3_1_50",
+          "3_1_50",
+          "3_1_51",
+          "3_1_51",
+          "3_1_52",
+          "3_1_52",
+          "3_1_53",
+          "3_1_53",
+          "3_1_55",
+          "3_1_55",
+          "3_1_56",
+          "3_1_56",
+          "3_1_57",
+          "3_1_57",
+          "3_1_58",
+          "3_1_58",
+          "3_1_59",
+          "3_1_59",
+          "3_1_60",
+          "3_1_60",
+          "3_1_61",
+          "3_1_61",
+          "3_1_62",
+          "3_1_62",
+          "3_1_63",
+          "3_1_63",
+          "3_1_64",
+          "3_1_64",
+          "3_1_65",
+          "3_1_65",
+          "3_1_66",
+          "3_1_66",
+          "3_1_67",
+          "3_1_67",
+          "3_1_68",
+          "3_1_68",
+          "3_1_69",
+          "3_1_69",
+          "3_1_70",
+          "3_1_70",
+          "3_1_71",
+          "3_1_71",
+          "3_1_72",
+          "3_1_72",
+          "3_1_73",
+          "3_1_73",
+          "3_1_74",
+          "3_1_74",
+          "3_1_75",
+          "3_1_75",
+          "3_1_76",
+          "3_1_76",
+          "3_1_77",
+          "3_1_77",
+          "3_1_78",
+          "3_1_78",
+          "3_1_79",
+          "3_1_79",
+          "3_1_80",
+          "3_1_80",
+          "3_1_81",
+          "3_1_81",
+          "3_1_82",
+          "3_1_82",
+          "3_1_83",
+          "3_1_83",
+          "3_1_84",
+          "3_1_84",
+          "3_1_85",
+          "3_1_85",
+          "3_1_86",
+          "3_1_86",
+          "3_1_87",
+          "3_1_87",
+          "3_1_88",
+          "3_1_88",
+          "3_1_89",
+          "3_1_89",
+          "3_1_91",
+          "3_1_91",
+          "3_1_92",
+          "3_1_92",
+          "3_1_93",
+          "3_1_93",
+          "3_1_94",
+          "3_1_94",
+          "3_1_95",
+          "3_1_95",
+          "3_1_96",
+          "3_1_96",
+          "3_1_97",
+          "3_1_97",
+          "3_1_99",
+          "3_1_99",
+          "3_1_100",
+          "3_1_100",
+          "3_2_1",
+          "3_2_1",
+          "3_2_2",
+          "3_2_2",
+          "3_2_3",
+          "3_2_3",
+          "3_2_4",
+          "3_2_4",
+          "3_2_5",
+          "3_2_5",
+          "3_2_6",
+          "3_2_6",
+          "3_2_7",
+          "3_2_7",
+          "3_2_8",
+          "3_2_8",
+          "3_2_9",
+          "3_2_9",
+          "3_2_10",
+          "3_2_10",
+          "3_2_11",
+          "3_2_11",
+          "3_2_12",
+          "3_2_12",
+          "3_2_13",
+          "3_2_13",
+          "3_2_14",
+          "3_2_14",
+          "3_2_15",
+          "3_2_15",
+          "3_2_16",
+          "3_2_16",
+          "3_2_17",
+          "3_2_17",
+          "3_2_18",
+          "3_2_18",
+          "3_2_19",
+          "3_2_19",
+          "3_2_20",
+          "3_2_20",
+          "3_2_21",
+          "3_2_21",
+          "3_2_22",
+          "3_2_22",
+          "3_2_23",
+          "3_2_23",
+          "3_2_24",
+          "3_2_24",
+          "3_2_25",
+          "3_2_25",
+          "3_2_26",
+          "3_2_26",
+          "3_2_27",
+          "3_2_27",
+          "3_2_28",
+          "3_2_28",
+          "3_2_29",
+          "3_2_29",
+          "3_2_30",
+          "3_2_30",
+          "3_2_31",
+          "3_2_31",
+          "3_2_33",
+          "3_2_33",
+          "3_2_34",
+          "3_2_34",
+          "3_2_35",
+          "3_2_35",
+          "3_2_36",
+          "3_2_36",
+          "3_2_37",
+          "3_2_37",
+          "3_2_38",
+          "3_2_38",
+          "3_2_39",
+          "3_2_39",
+          "3_2_40",
+          "3_2_40",
+          "3_2_41",
+          "3_2_41",
+          "3_2_42",
+          "3_2_42",
+          "3_2_43",
+          "3_2_43",
+          "3_2_44",
+          "3_2_44",
+          "3_2_45",
+          "3_2_45",
+          "3_2_46",
+          "3_2_46",
+          "3_2_47",
+          "3_2_47",
+          "3_2_48",
+          "3_2_48",
+          "3_2_49",
+          "3_2_49",
+          "3_2_50",
+          "3_2_50",
+          "3_2_51",
+          "3_2_51",
+          "3_2_52",
+          "3_2_52",
+          "3_2_53",
+          "3_2_53",
+          "3_2_54",
+          "3_2_54",
+          "3_2_55",
+          "3_2_55",
+          "3_2_56",
+          "3_2_56",
+          "3_2_57",
+          "3_2_57",
+          "3_2_58",
+          "3_2_58",
+          "3_2_59",
+          "3_2_59",
+          "3_2_60",
+          "3_2_60",
+          "3_2_61",
+          "3_2_61",
+          "3_2_62",
+          "3_2_62",
+          "3_2_63",
+          "3_2_63",
+          "3_2_64",
+          "3_2_64",
+          "3_2_65",
+          "3_2_65",
+          "3_2_66",
+          "3_2_66",
+          "3_2_67",
+          "3_2_67",
+          "3_2_68",
+          "3_2_68",
+          "3_2_69",
+          "3_2_69",
+          "3_2_70",
+          "3_2_70",
+          "3_2_71",
+          "3_2_71",
+          "3_2_72",
+          "3_2_72",
+          "3_2_73",
+          "3_2_73",
+          "3_2_74",
+          "3_2_74",
+          "3_2_75",
+          "3_2_75",
+          "3_2_76",
+          "3_2_76",
+          "3_2_77",
+          "3_2_77",
+          "3_2_78",
+          "3_2_78",
+          "3_2_79",
+          "3_2_79",
+          "3_2_80",
+          "3_2_80",
+          "3_2_81",
+          "3_2_81",
+          "3_2_82",
+          "3_2_82",
+          "3_2_83",
+          "3_2_83",
+          "3_2_84",
+          "3_2_84",
+          "3_2_85",
+          "3_2_85",
+          "3_2_86",
+          "3_2_86",
+          "3_2_87",
+          "3_2_87",
+          "3_2_88",
+          "3_2_88",
+          "3_2_89",
+          "3_2_89",
+          "3_2_90",
+          "3_2_90",
+          "3_2_91",
+          "3_2_91",
+          "3_2_92",
+          "3_2_92",
+          "3_2_93",
+          "3_2_93",
+          "3_2_94",
+          "3_2_94",
+          "3_2_95",
+          "3_2_95",
+          "3_2_96",
+          "3_2_96",
+          "3_2_97",
+          "3_2_97",
+          "3_2_98",
+          "3_2_98",
+          "3_2_99",
+          "3_2_99",
+          "3_2_100",
+          "3_2_100",
+          "4_1_1",
+          "4_1_1",
+          "4_1_2",
+          "4_1_2",
+          "4_1_3",
+          "4_1_3",
+          "4_1_4",
+          "4_1_4",
+          "4_1_5",
+          "4_1_5",
+          "4_1_6",
+          "4_1_6",
+          "4_1_7",
+          "4_1_7",
+          "4_1_8",
+          "4_1_8",
+          "4_1_9",
+          "4_1_9",
+          "4_1_10",
+          "4_1_10",
+          "4_1_11",
+          "4_1_11",
+          "4_1_12",
+          "4_1_12",
+          "4_1_14",
+          "4_1_14",
+          "4_1_15",
+          "4_1_15",
+          "4_1_16",
+          "4_1_16",
+          "4_1_17",
+          "4_1_17",
+          "4_1_18",
+          "4_1_18",
+          "4_1_19",
+          "4_1_19",
+          "4_1_20",
+          "4_1_20",
+          "4_1_21",
+          "4_1_21",
+          "4_1_22",
+          "4_1_22",
+          "4_1_23",
+          "4_1_23",
+          "4_1_24",
+          "4_1_24",
+          "4_1_25",
+          "4_1_25",
+          "4_1_26",
+          "4_1_26",
+          "4_1_27",
+          "4_1_27",
+          "4_1_28",
+          "4_1_28",
+          "4_1_29",
+          "4_1_29",
+          "4_1_30",
+          "4_1_30",
+          "4_1_31",
+          "4_1_31",
+          "4_1_33",
+          "4_1_33",
+          "4_1_34",
+          "4_1_34",
+          "4_1_35",
+          "4_1_35",
+          "4_1_36",
+          "4_1_36",
+          "4_1_37",
+          "4_1_37",
+          "4_1_38",
+          "4_1_38",
+          "4_1_39",
+          "4_1_39",
+          "4_1_41",
+          "4_1_41",
+          "4_1_42",
+          "4_1_42",
+          "4_1_43",
+          "4_1_43",
+          "4_1_44",
+          "4_1_44",
+          "4_1_45",
+          "4_1_45",
+          "4_1_46",
+          "4_1_46",
+          "4_1_47",
+          "4_1_47",
+          "4_1_48",
+          "4_1_48",
+          "4_1_49",
+          "4_1_49",
+          "4_1_50",
+          "4_1_50",
+          "4_1_51",
+          "4_1_51",
+          "4_1_52",
+          "4_1_52",
+          "4_1_53",
+          "4_1_53",
+          "4_1_54",
+          "4_1_54",
+          "4_1_55",
+          "4_1_55",
+          "4_1_56",
+          "4_1_56",
+          "4_1_57",
+          "4_1_57",
+          "4_1_58",
+          "4_1_58",
+          "4_1_59",
+          "4_1_59",
+          "4_1_60",
+          "4_1_60",
+          "4_1_61",
+          "4_1_61",
+          "4_1_62",
+          "4_1_62",
+          "4_1_63",
+          "4_1_63",
+          "4_1_64",
+          "4_1_64",
+          "4_1_65",
+          "4_1_65",
+          "4_1_66",
+          "4_1_66",
+          "4_1_67",
+          "4_1_67",
+          "4_1_68",
+          "4_1_68",
+          "4_1_69",
+          "4_1_69",
+          "4_1_70",
+          "4_1_70",
+          "4_1_71",
+          "4_1_71",
+          "4_1_72",
+          "4_1_72",
+          "4_1_73",
+          "4_1_73",
+          "4_1_74",
+          "4_1_74",
+          "4_1_75",
+          "4_1_75",
+          "4_1_76",
+          "4_1_76",
+          "4_1_77",
+          "4_1_77",
+          "4_1_78",
+          "4_1_78",
+          "4_1_79",
+          "4_1_79",
+          "4_1_80",
+          "4_1_80",
+          "4_1_81",
+          "4_1_81",
+          "4_1_82",
+          "4_1_82",
+          "4_1_83",
+          "4_1_83",
+          "4_1_84",
+          "4_1_84",
+          "4_1_85",
+          "4_1_85",
+          "4_1_86",
+          "4_1_86",
+          "4_1_87",
+          "4_1_87",
+          "4_1_88",
+          "4_1_88",
+          "4_1_89",
+          "4_1_89",
+          "4_1_90",
+          "4_1_90",
+          "4_1_92",
+          "4_1_92",
+          "4_1_93",
+          "4_1_93",
+          "4_1_94",
+          "4_1_94",
+          "4_1_95",
+          "4_1_95",
+          "4_1_96",
+          "4_1_96",
+          "4_1_97",
+          "4_1_97",
+          "4_1_98",
+          "4_1_98",
+          "4_1_99",
+          "4_1_99",
+          "4_1_100",
+          "4_1_100",
+          "4_2_1",
+          "4_2_1",
+          "4_2_2",
+          "4_2_2",
+          "4_2_3",
+          "4_2_3",
+          "4_2_4",
+          "4_2_4",
+          "4_2_5",
+          "4_2_5",
+          "4_2_6",
+          "4_2_6",
+          "4_2_7",
+          "4_2_7",
+          "4_2_8",
+          "4_2_8",
+          "4_2_9",
+          "4_2_9",
+          "4_2_10",
+          "4_2_10",
+          "4_2_11",
+          "4_2_11",
+          "4_2_13",
+          "4_2_13",
+          "4_2_14",
+          "4_2_14",
+          "4_2_15",
+          "4_2_15",
+          "4_2_16",
+          "4_2_16",
+          "4_2_17",
+          "4_2_17",
+          "4_2_18",
+          "4_2_18",
+          "4_2_19",
+          "4_2_19",
+          "4_2_20",
+          "4_2_20",
+          "4_2_21",
+          "4_2_21",
+          "4_2_22",
+          "4_2_22",
+          "4_2_23",
+          "4_2_23",
+          "4_2_24",
+          "4_2_24",
+          "4_2_25",
+          "4_2_25",
+          "4_2_26",
+          "4_2_26",
+          "4_2_27",
+          "4_2_27",
+          "4_2_28",
+          "4_2_28",
+          "4_2_30",
+          "4_2_30",
+          "4_2_31",
+          "4_2_31",
+          "4_2_32",
+          "4_2_32",
+          "4_2_33",
+          "4_2_33",
+          "4_2_34",
+          "4_2_34",
+          "4_2_35",
+          "4_2_35",
+          "4_2_36",
+          "4_2_36",
+          "4_2_37",
+          "4_2_37",
+          "4_2_38",
+          "4_2_38",
+          "4_2_39",
+          "4_2_39",
+          "4_2_40",
+          "4_2_40",
+          "4_2_41",
+          "4_2_41",
+          "4_2_42",
+          "4_2_42",
+          "4_2_43",
+          "4_2_43",
+          "4_2_44",
+          "4_2_44",
+          "4_2_45",
+          "4_2_45",
+          "4_2_46",
+          "4_2_46",
+          "4_2_47",
+          "4_2_47",
+          "4_2_48",
+          "4_2_48",
+          "4_2_49",
+          "4_2_49",
+          "4_2_50",
+          "4_2_50",
+          "4_2_51",
+          "4_2_51",
+          "4_2_52",
+          "4_2_52",
+          "4_2_53",
+          "4_2_53",
+          "4_2_54",
+          "4_2_54",
+          "4_2_55",
+          "4_2_55",
+          "4_2_56",
+          "4_2_56",
+          "4_2_57",
+          "4_2_57",
+          "4_2_58",
+          "4_2_58",
+          "4_2_59",
+          "4_2_59",
+          "4_2_60",
+          "4_2_60",
+          "4_2_61",
+          "4_2_61",
+          "4_2_62",
+          "4_2_62",
+          "4_2_63",
+          "4_2_63",
+          "4_2_64",
+          "4_2_64",
+          "4_2_65",
+          "4_2_65",
+          "4_2_66",
+          "4_2_66",
+          "4_2_67",
+          "4_2_67",
+          "4_2_68",
+          "4_2_68",
+          "4_2_69",
+          "4_2_69",
+          "4_2_70",
+          "4_2_70",
+          "4_2_71",
+          "4_2_71",
+          "4_2_72",
+          "4_2_72",
+          "4_2_73",
+          "4_2_73",
+          "4_2_74",
+          "4_2_74",
+          "4_2_76",
+          "4_2_76",
+          "4_2_77",
+          "4_2_77",
+          "4_2_78",
+          "4_2_78",
+          "4_2_79",
+          "4_2_79",
+          "4_2_80",
+          "4_2_80",
+          "4_2_81",
+          "4_2_81",
+          "4_2_82",
+          "4_2_82",
+          "4_2_83",
+          "4_2_83",
+          "4_2_84",
+          "4_2_84",
+          "4_2_85",
+          "4_2_85",
+          "4_2_86",
+          "4_2_86",
+          "4_2_87",
+          "4_2_87",
+          "4_2_88",
+          "4_2_88",
+          "4_2_89",
+          "4_2_89",
+          "4_2_90",
+          "4_2_90",
+          "4_2_91",
+          "4_2_91",
+          "4_2_92",
+          "4_2_92",
+          "4_2_93",
+          "4_2_93",
+          "4_2_94",
+          "4_2_94",
+          "4_2_95",
+          "4_2_95",
+          "4_2_96",
+          "4_2_96",
+          "4_2_97",
+          "4_2_97",
+          "4_2_98",
+          "4_2_98",
+          "4_2_99",
+          "4_2_99",
+          "4_2_100",
+          "4_2_100"
+         ],
+         "xaxis": "x",
+         "y": [
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          240.61,
+          240.61,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          240.61,
+          240.61,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          240.61,
+          240.61,
+          239.32,
+          239.32,
+          239.87,
+          239.87,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.32,
+          239.32,
+          239.53,
+          239.53,
+          239.87,
+          239.87,
+          239.53,
+          239.53,
+          239.32
+         ],
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_2",
+          "1_1_3",
+          "1_1_3",
+          "1_1_4",
+          "1_1_4",
+          "1_1_5",
+          "1_1_5",
+          "1_1_6",
+          "1_1_6",
+          "1_1_7",
+          "1_1_7",
+          "1_1_8",
+          "1_1_8",
+          "1_1_9",
+          "1_1_9",
+          "1_1_10",
+          "1_1_10",
+          "1_1_11",
+          "1_1_11",
+          "1_1_12",
+          "1_1_12",
+          "1_1_13",
+          "1_1_13",
+          "1_1_14",
+          "1_1_14",
+          "1_1_15",
+          "1_1_15",
+          "1_1_16",
+          "1_1_16",
+          "1_1_17",
+          "1_1_17",
+          "1_1_18",
+          "1_1_18",
+          "1_1_19",
+          "1_1_19",
+          "1_1_20",
+          "1_1_20",
+          "1_1_21",
+          "1_1_21",
+          "1_1_22",
+          "1_1_22",
+          "1_1_23",
+          "1_1_23",
+          "1_1_24",
+          "1_1_24",
+          "1_1_25",
+          "1_1_25",
+          "1_1_26",
+          "1_1_26",
+          "1_1_27",
+          "1_1_27",
+          "1_1_28",
+          "1_1_28",
+          "1_1_29",
+          "1_1_29",
+          "1_1_30",
+          "1_1_30",
+          "1_1_31",
+          "1_1_31",
+          "1_1_32",
+          "1_1_32",
+          "1_1_33",
+          "1_1_33",
+          "1_1_34",
+          "1_1_34",
+          "1_1_35",
+          "1_1_35",
+          "1_1_36",
+          "1_1_36",
+          "1_1_37",
+          "1_1_37",
+          "1_1_38",
+          "1_1_38",
+          "1_1_39",
+          "1_1_39",
+          "1_1_40",
+          "1_1_40",
+          "1_1_41",
+          "1_1_41",
+          "1_1_42",
+          "1_1_42",
+          "1_1_43",
+          "1_1_43",
+          "1_1_44",
+          "1_1_44",
+          "1_1_45",
+          "1_1_45",
+          "1_1_46",
+          "1_1_46",
+          "1_1_47",
+          "1_1_47",
+          "1_1_48",
+          "1_1_48",
+          "1_1_49",
+          "1_1_49",
+          "1_1_50",
+          "1_1_50",
+          "1_1_51",
+          "1_1_51",
+          "1_1_52",
+          "1_1_52",
+          "1_1_53",
+          "1_1_53",
+          "1_1_54",
+          "1_1_54",
+          "1_1_55",
+          "1_1_55",
+          "1_1_56",
+          "1_1_56",
+          "1_1_57",
+          "1_1_57",
+          "1_1_58",
+          "1_1_58",
+          "1_1_59",
+          "1_1_59",
+          "1_1_60",
+          "1_1_60",
+          "1_1_61",
+          "1_1_61",
+          "1_1_62",
+          "1_1_62",
+          "1_1_63",
+          "1_1_63",
+          "1_1_64",
+          "1_1_64",
+          "1_1_65",
+          "1_1_65",
+          "1_1_66",
+          "1_1_66",
+          "1_1_67",
+          "1_1_67",
+          "1_1_68",
+          "1_1_68",
+          "1_1_69",
+          "1_1_69",
+          "1_1_70",
+          "1_1_70",
+          "1_1_71",
+          "1_1_71",
+          "1_1_72",
+          "1_1_72",
+          "1_1_73",
+          "1_1_73",
+          "1_1_74",
+          "1_1_74",
+          "1_1_75",
+          "1_1_75",
+          "1_1_76",
+          "1_1_76",
+          "1_1_77",
+          "1_1_77",
+          "1_1_78",
+          "1_1_78",
+          "1_1_79",
+          "1_1_79",
+          "1_1_80",
+          "1_1_80",
+          "1_1_81",
+          "1_1_81",
+          "1_1_82",
+          "1_1_82",
+          "1_1_83",
+          "1_1_83",
+          "1_1_84",
+          "1_1_84",
+          "1_1_85",
+          "1_1_85",
+          "1_1_86",
+          "1_1_86",
+          "1_1_87",
+          "1_1_87",
+          "1_1_88",
+          "1_1_88",
+          "1_1_89",
+          "1_1_89",
+          "1_1_90",
+          "1_1_90",
+          "1_1_91",
+          "1_1_91",
+          "1_1_92",
+          "1_1_92",
+          "1_1_93",
+          "1_1_93",
+          "1_1_94",
+          "1_1_94",
+          "1_1_95",
+          "1_1_95",
+          "1_1_96",
+          "1_1_96",
+          "1_1_97",
+          "1_1_97",
+          "1_1_98",
+          "1_1_98",
+          "1_1_99",
+          "1_1_99",
+          "1_1_100",
+          "1_1_100",
+          "1_2_1",
+          "1_2_1",
+          "1_2_2",
+          "1_2_2",
+          "1_2_3",
+          "1_2_3",
+          "1_2_4",
+          "1_2_4",
+          "1_2_5",
+          "1_2_5",
+          "1_2_6",
+          "1_2_6",
+          "1_2_7",
+          "1_2_7",
+          "1_2_8",
+          "1_2_8",
+          "1_2_9",
+          "1_2_9",
+          "1_2_10",
+          "1_2_10",
+          "1_2_11",
+          "1_2_11",
+          "1_2_12",
+          "1_2_12",
+          "1_2_13",
+          "1_2_13",
+          "1_2_14",
+          "1_2_14",
+          "1_2_15",
+          "1_2_15",
+          "1_2_16",
+          "1_2_16",
+          "1_2_17",
+          "1_2_17",
+          "1_2_18",
+          "1_2_18",
+          "1_2_19",
+          "1_2_19",
+          "1_2_20",
+          "1_2_20",
+          "1_2_21",
+          "1_2_21",
+          "1_2_22",
+          "1_2_22",
+          "1_2_23",
+          "1_2_23",
+          "1_2_24",
+          "1_2_24",
+          "1_2_25",
+          "1_2_25",
+          "1_2_26",
+          "1_2_26",
+          "1_2_27",
+          "1_2_27",
+          "1_2_28",
+          "1_2_28",
+          "1_2_29",
+          "1_2_29",
+          "1_2_32",
+          "1_2_32",
+          "1_2_33",
+          "1_2_33",
+          "1_2_34",
+          "1_2_34",
+          "1_2_35",
+          "1_2_35",
+          "1_2_36",
+          "1_2_36",
+          "1_2_37",
+          "1_2_37",
+          "1_2_38",
+          "1_2_38",
+          "1_2_39",
+          "1_2_39",
+          "1_2_40",
+          "1_2_40",
+          "1_2_41",
+          "1_2_41",
+          "1_2_42",
+          "1_2_42",
+          "1_2_43",
+          "1_2_43",
+          "1_2_44",
+          "1_2_44",
+          "1_2_45",
+          "1_2_45",
+          "1_2_46",
+          "1_2_46",
+          "1_2_47",
+          "1_2_47",
+          "1_2_48",
+          "1_2_48",
+          "1_2_49",
+          "1_2_49",
+          "1_2_50",
+          "1_2_50",
+          "1_2_51",
+          "1_2_51",
+          "1_2_52",
+          "1_2_52",
+          "1_2_53",
+          "1_2_53",
+          "1_2_54",
+          "1_2_54",
+          "1_2_55",
+          "1_2_55",
+          "1_2_56",
+          "1_2_56",
+          "1_2_57",
+          "1_2_57",
+          "1_2_58",
+          "1_2_58",
+          "1_2_59",
+          "1_2_59",
+          "1_2_60",
+          "1_2_60",
+          "1_2_61",
+          "1_2_61",
+          "1_2_62",
+          "1_2_62",
+          "1_2_63",
+          "1_2_63",
+          "1_2_64",
+          "1_2_64",
+          "1_2_65",
+          "1_2_65",
+          "1_2_66",
+          "1_2_66",
+          "1_2_67",
+          "1_2_67",
+          "1_2_68",
+          "1_2_68",
+          "1_2_69",
+          "1_2_69",
+          "1_2_70",
+          "1_2_70",
+          "1_2_71",
+          "1_2_71",
+          "1_2_72",
+          "1_2_72",
+          "1_2_73",
+          "1_2_73",
+          "1_2_74",
+          "1_2_74",
+          "1_2_75",
+          "1_2_75",
+          "1_2_76",
+          "1_2_76",
+          "1_2_77",
+          "1_2_77",
+          "1_2_78",
+          "1_2_78",
+          "1_2_79",
+          "1_2_79",
+          "1_2_80",
+          "1_2_80",
+          "1_2_81",
+          "1_2_81",
+          "1_2_83",
+          "1_2_83",
+          "1_2_84",
+          "1_2_84",
+          "1_2_85",
+          "1_2_85",
+          "1_2_86",
+          "1_2_86",
+          "1_2_87",
+          "1_2_87",
+          "1_2_88",
+          "1_2_88",
+          "1_2_89",
+          "1_2_89",
+          "1_2_90",
+          "1_2_90",
+          "1_2_91",
+          "1_2_91",
+          "1_2_92",
+          "1_2_92",
+          "1_2_93",
+          "1_2_93",
+          "1_2_94",
+          "1_2_94",
+          "1_2_95",
+          "1_2_95",
+          "1_2_96",
+          "1_2_96",
+          "1_2_97",
+          "1_2_97",
+          "1_2_98",
+          "1_2_98",
+          "1_2_99",
+          "1_2_99",
+          "1_2_100",
+          "1_2_100",
+          "2_1_1",
+          "2_1_1",
+          "2_1_2",
+          "2_1_2",
+          "2_1_3",
+          "2_1_3",
+          "2_1_4",
+          "2_1_4",
+          "2_1_5",
+          "2_1_5",
+          "2_1_6",
+          "2_1_6",
+          "2_1_7",
+          "2_1_7",
+          "2_1_8",
+          "2_1_8",
+          "2_1_9",
+          "2_1_9",
+          "2_1_10",
+          "2_1_10",
+          "2_1_11",
+          "2_1_11",
+          "2_1_12",
+          "2_1_12",
+          "2_1_13",
+          "2_1_13",
+          "2_1_14",
+          "2_1_14",
+          "2_1_15",
+          "2_1_15",
+          "2_1_16",
+          "2_1_16",
+          "2_1_17",
+          "2_1_17",
+          "2_1_18",
+          "2_1_18",
+          "2_1_19",
+          "2_1_19",
+          "2_1_20",
+          "2_1_20",
+          "2_1_21",
+          "2_1_21",
+          "2_1_22",
+          "2_1_22",
+          "2_1_23",
+          "2_1_23",
+          "2_1_24",
+          "2_1_24",
+          "2_1_25",
+          "2_1_25",
+          "2_1_26",
+          "2_1_26",
+          "2_1_27",
+          "2_1_27",
+          "2_1_28",
+          "2_1_28",
+          "2_1_29",
+          "2_1_29",
+          "2_1_30",
+          "2_1_30",
+          "2_1_31",
+          "2_1_31",
+          "2_1_32",
+          "2_1_32",
+          "2_1_33",
+          "2_1_33",
+          "2_1_34",
+          "2_1_34",
+          "2_1_35",
+          "2_1_35",
+          "2_1_36",
+          "2_1_36",
+          "2_1_37",
+          "2_1_37",
+          "2_1_38",
+          "2_1_38",
+          "2_1_39",
+          "2_1_39",
+          "2_1_40",
+          "2_1_40",
+          "2_1_41",
+          "2_1_41",
+          "2_1_42",
+          "2_1_42",
+          "2_1_43",
+          "2_1_43",
+          "2_1_44",
+          "2_1_44",
+          "2_1_45",
+          "2_1_45",
+          "2_1_46",
+          "2_1_46",
+          "2_1_47",
+          "2_1_47",
+          "2_1_48",
+          "2_1_48",
+          "2_1_49",
+          "2_1_49",
+          "2_1_50",
+          "2_1_50",
+          "2_1_51",
+          "2_1_51",
+          "2_1_52",
+          "2_1_52",
+          "2_1_53",
+          "2_1_53",
+          "2_1_54",
+          "2_1_54",
+          "2_1_55",
+          "2_1_55",
+          "2_1_56",
+          "2_1_56",
+          "2_1_57",
+          "2_1_57",
+          "2_1_58",
+          "2_1_58",
+          "2_1_59",
+          "2_1_59",
+          "2_1_60",
+          "2_1_60",
+          "2_1_61",
+          "2_1_61",
+          "2_1_62",
+          "2_1_62",
+          "2_1_63",
+          "2_1_63",
+          "2_1_64",
+          "2_1_64",
+          "2_1_65",
+          "2_1_65",
+          "2_1_66",
+          "2_1_66",
+          "2_1_67",
+          "2_1_67",
+          "2_1_68",
+          "2_1_68",
+          "2_1_69",
+          "2_1_69",
+          "2_1_70",
+          "2_1_70",
+          "2_1_71",
+          "2_1_71",
+          "2_1_72",
+          "2_1_72",
+          "2_1_73",
+          "2_1_73",
+          "2_1_74",
+          "2_1_74",
+          "2_1_75",
+          "2_1_75",
+          "2_1_76",
+          "2_1_76",
+          "2_1_77",
+          "2_1_77",
+          "2_1_78",
+          "2_1_78",
+          "2_1_79",
+          "2_1_79",
+          "2_1_80",
+          "2_1_80",
+          "2_1_81",
+          "2_1_81",
+          "2_1_82",
+          "2_1_82",
+          "2_1_83",
+          "2_1_83",
+          "2_1_84",
+          "2_1_84",
+          "2_1_85",
+          "2_1_85",
+          "2_1_86",
+          "2_1_86",
+          "2_1_87",
+          "2_1_87",
+          "2_1_88",
+          "2_1_88",
+          "2_1_89",
+          "2_1_89",
+          "2_1_90",
+          "2_1_90",
+          "2_1_91",
+          "2_1_91",
+          "2_1_92",
+          "2_1_92",
+          "2_1_93",
+          "2_1_93",
+          "2_1_94",
+          "2_1_94",
+          "2_1_95",
+          "2_1_95",
+          "2_1_96",
+          "2_1_96",
+          "2_1_97",
+          "2_1_97",
+          "2_1_98",
+          "2_1_98",
+          "2_1_99",
+          "2_1_99",
+          "2_1_100",
+          "2_1_100",
+          "2_2_1",
+          "2_2_1",
+          "2_2_2",
+          "2_2_2",
+          "2_2_3",
+          "2_2_3",
+          "2_2_4",
+          "2_2_4",
+          "2_2_5",
+          "2_2_5",
+          "2_2_6",
+          "2_2_6",
+          "2_2_7",
+          "2_2_7",
+          "2_2_8",
+          "2_2_8",
+          "2_2_9",
+          "2_2_9",
+          "2_2_10",
+          "2_2_10",
+          "2_2_11",
+          "2_2_11",
+          "2_2_12",
+          "2_2_12",
+          "2_2_13",
+          "2_2_13",
+          "2_2_14",
+          "2_2_14",
+          "2_2_15",
+          "2_2_15",
+          "2_2_16",
+          "2_2_16",
+          "2_2_17",
+          "2_2_17",
+          "2_2_18",
+          "2_2_18",
+          "2_2_19",
+          "2_2_19",
+          "2_2_20",
+          "2_2_20",
+          "2_2_21",
+          "2_2_21",
+          "2_2_22",
+          "2_2_22",
+          "2_2_23",
+          "2_2_23",
+          "2_2_25",
+          "2_2_25",
+          "2_2_26",
+          "2_2_26",
+          "2_2_27",
+          "2_2_27",
+          "2_2_28",
+          "2_2_28",
+          "2_2_29",
+          "2_2_29",
+          "2_2_30",
+          "2_2_30",
+          "2_2_31",
+          "2_2_31",
+          "2_2_32",
+          "2_2_32",
+          "2_2_33",
+          "2_2_33",
+          "2_2_34",
+          "2_2_34",
+          "2_2_35",
+          "2_2_35",
+          "2_2_36",
+          "2_2_36",
+          "2_2_37",
+          "2_2_37",
+          "2_2_38",
+          "2_2_38",
+          "2_2_39",
+          "2_2_39",
+          "2_2_40",
+          "2_2_40",
+          "2_2_41",
+          "2_2_41",
+          "2_2_42",
+          "2_2_42",
+          "2_2_43",
+          "2_2_43",
+          "2_2_44",
+          "2_2_44",
+          "2_2_45",
+          "2_2_45",
+          "2_2_46",
+          "2_2_46",
+          "2_2_47",
+          "2_2_47",
+          "2_2_48",
+          "2_2_48",
+          "2_2_49",
+          "2_2_49",
+          "2_2_50",
+          "2_2_50",
+          "2_2_51",
+          "2_2_51",
+          "2_2_52",
+          "2_2_52",
+          "2_2_53",
+          "2_2_53",
+          "2_2_54",
+          "2_2_54",
+          "2_2_55",
+          "2_2_55",
+          "2_2_56",
+          "2_2_56",
+          "2_2_57",
+          "2_2_57",
+          "2_2_58",
+          "2_2_58",
+          "2_2_59",
+          "2_2_59",
+          "2_2_60",
+          "2_2_60",
+          "2_2_61",
+          "2_2_61",
+          "2_2_62",
+          "2_2_62",
+          "2_2_63",
+          "2_2_63",
+          "2_2_64",
+          "2_2_64",
+          "2_2_65",
+          "2_2_65",
+          "2_2_66",
+          "2_2_66",
+          "2_2_67",
+          "2_2_67",
+          "2_2_68",
+          "2_2_68",
+          "2_2_69",
+          "2_2_69",
+          "2_2_70",
+          "2_2_70",
+          "2_2_71",
+          "2_2_71",
+          "2_2_72",
+          "2_2_72",
+          "2_2_73",
+          "2_2_73",
+          "2_2_75",
+          "2_2_75",
+          "2_2_76",
+          "2_2_76",
+          "2_2_77",
+          "2_2_77",
+          "2_2_79",
+          "2_2_79",
+          "2_2_80",
+          "2_2_80",
+          "2_2_81",
+          "2_2_81",
+          "2_2_82",
+          "2_2_82",
+          "2_2_83",
+          "2_2_83",
+          "2_2_84",
+          "2_2_84",
+          "2_2_85",
+          "2_2_85",
+          "2_2_86",
+          "2_2_86",
+          "2_2_87",
+          "2_2_87",
+          "2_2_88",
+          "2_2_88",
+          "2_2_89",
+          "2_2_89",
+          "2_2_90",
+          "2_2_90",
+          "2_2_91",
+          "2_2_91",
+          "2_2_92",
+          "2_2_92",
+          "2_2_93",
+          "2_2_93",
+          "2_2_94",
+          "2_2_94",
+          "2_2_95",
+          "2_2_95",
+          "2_2_96",
+          "2_2_96",
+          "2_2_97",
+          "2_2_97",
+          "2_2_98",
+          "2_2_98",
+          "2_2_99",
+          "2_2_99",
+          "2_2_100",
+          "2_2_100",
+          "3_1_1",
+          "3_1_1",
+          "3_1_2",
+          "3_1_2",
+          "3_1_3",
+          "3_1_3",
+          "3_1_4",
+          "3_1_4",
+          "3_1_5",
+          "3_1_5",
+          "3_1_6",
+          "3_1_6",
+          "3_1_7",
+          "3_1_7",
+          "3_1_8",
+          "3_1_8",
+          "3_1_9",
+          "3_1_9",
+          "3_1_10",
+          "3_1_10",
+          "3_1_11",
+          "3_1_11",
+          "3_1_12",
+          "3_1_12",
+          "3_1_13",
+          "3_1_13",
+          "3_1_14",
+          "3_1_14",
+          "3_1_15",
+          "3_1_15",
+          "3_1_16",
+          "3_1_16",
+          "3_1_17",
+          "3_1_17",
+          "3_1_18",
+          "3_1_18",
+          "3_1_19",
+          "3_1_19",
+          "3_1_20",
+          "3_1_20",
+          "3_1_21",
+          "3_1_21",
+          "3_1_22",
+          "3_1_22",
+          "3_1_23",
+          "3_1_23",
+          "3_1_24",
+          "3_1_24",
+          "3_1_25",
+          "3_1_25",
+          "3_1_26",
+          "3_1_26",
+          "3_1_27",
+          "3_1_27",
+          "3_1_28",
+          "3_1_28",
+          "3_1_29",
+          "3_1_29",
+          "3_1_30",
+          "3_1_30",
+          "3_1_31",
+          "3_1_31",
+          "3_1_32",
+          "3_1_32",
+          "3_1_33",
+          "3_1_33",
+          "3_1_34",
+          "3_1_34",
+          "3_1_35",
+          "3_1_35",
+          "3_1_36",
+          "3_1_36",
+          "3_1_37",
+          "3_1_37",
+          "3_1_38",
+          "3_1_38",
+          "3_1_39",
+          "3_1_39",
+          "3_1_40",
+          "3_1_40",
+          "3_1_41",
+          "3_1_41",
+          "3_1_42",
+          "3_1_42",
+          "3_1_43",
+          "3_1_43",
+          "3_1_44",
+          "3_1_44",
+          "3_1_45",
+          "3_1_45",
+          "3_1_46",
+          "3_1_46",
+          "3_1_47",
+          "3_1_47",
+          "3_1_48",
+          "3_1_48",
+          "3_1_49",
+          "3_1_49",
+          "3_1_50",
+          "3_1_50",
+          "3_1_51",
+          "3_1_51",
+          "3_1_52",
+          "3_1_52",
+          "3_1_53",
+          "3_1_53",
+          "3_1_55",
+          "3_1_55",
+          "3_1_56",
+          "3_1_56",
+          "3_1_57",
+          "3_1_57",
+          "3_1_58",
+          "3_1_58",
+          "3_1_59",
+          "3_1_59",
+          "3_1_60",
+          "3_1_60",
+          "3_1_61",
+          "3_1_61",
+          "3_1_62",
+          "3_1_62",
+          "3_1_63",
+          "3_1_63",
+          "3_1_64",
+          "3_1_64",
+          "3_1_65",
+          "3_1_65",
+          "3_1_66",
+          "3_1_66",
+          "3_1_67",
+          "3_1_67",
+          "3_1_68",
+          "3_1_68",
+          "3_1_69",
+          "3_1_69",
+          "3_1_70",
+          "3_1_70",
+          "3_1_71",
+          "3_1_71",
+          "3_1_72",
+          "3_1_72",
+          "3_1_73",
+          "3_1_73",
+          "3_1_74",
+          "3_1_74",
+          "3_1_75",
+          "3_1_75",
+          "3_1_76",
+          "3_1_76",
+          "3_1_77",
+          "3_1_77",
+          "3_1_78",
+          "3_1_78",
+          "3_1_79",
+          "3_1_79",
+          "3_1_80",
+          "3_1_80",
+          "3_1_81",
+          "3_1_81",
+          "3_1_82",
+          "3_1_82",
+          "3_1_83",
+          "3_1_83",
+          "3_1_84",
+          "3_1_84",
+          "3_1_85",
+          "3_1_85",
+          "3_1_86",
+          "3_1_86",
+          "3_1_87",
+          "3_1_87",
+          "3_1_88",
+          "3_1_88",
+          "3_1_89",
+          "3_1_89",
+          "3_1_91",
+          "3_1_91",
+          "3_1_92",
+          "3_1_92",
+          "3_1_93",
+          "3_1_93",
+          "3_1_94",
+          "3_1_94",
+          "3_1_95",
+          "3_1_95",
+          "3_1_96",
+          "3_1_96",
+          "3_1_97",
+          "3_1_97",
+          "3_1_99",
+          "3_1_99",
+          "3_1_100",
+          "3_1_100",
+          "3_2_1",
+          "3_2_1",
+          "3_2_2",
+          "3_2_2",
+          "3_2_3",
+          "3_2_3",
+          "3_2_4",
+          "3_2_4",
+          "3_2_5",
+          "3_2_5",
+          "3_2_6",
+          "3_2_6",
+          "3_2_7",
+          "3_2_7",
+          "3_2_8",
+          "3_2_8",
+          "3_2_9",
+          "3_2_9",
+          "3_2_10",
+          "3_2_10",
+          "3_2_11",
+          "3_2_11",
+          "3_2_12",
+          "3_2_12",
+          "3_2_13",
+          "3_2_13",
+          "3_2_14",
+          "3_2_14",
+          "3_2_15",
+          "3_2_15",
+          "3_2_16",
+          "3_2_16",
+          "3_2_17",
+          "3_2_17",
+          "3_2_18",
+          "3_2_18",
+          "3_2_19",
+          "3_2_19",
+          "3_2_20",
+          "3_2_20",
+          "3_2_21",
+          "3_2_21",
+          "3_2_22",
+          "3_2_22",
+          "3_2_23",
+          "3_2_23",
+          "3_2_24",
+          "3_2_24",
+          "3_2_25",
+          "3_2_25",
+          "3_2_26",
+          "3_2_26",
+          "3_2_27",
+          "3_2_27",
+          "3_2_28",
+          "3_2_28",
+          "3_2_29",
+          "3_2_29",
+          "3_2_30",
+          "3_2_30",
+          "3_2_31",
+          "3_2_31",
+          "3_2_33",
+          "3_2_33",
+          "3_2_34",
+          "3_2_34",
+          "3_2_35",
+          "3_2_35",
+          "3_2_36",
+          "3_2_36",
+          "3_2_37",
+          "3_2_37",
+          "3_2_38",
+          "3_2_38",
+          "3_2_39",
+          "3_2_39",
+          "3_2_40",
+          "3_2_40",
+          "3_2_41",
+          "3_2_41",
+          "3_2_42",
+          "3_2_42",
+          "3_2_43",
+          "3_2_43",
+          "3_2_44",
+          "3_2_44",
+          "3_2_45",
+          "3_2_45",
+          "3_2_46",
+          "3_2_46",
+          "3_2_47",
+          "3_2_47",
+          "3_2_48",
+          "3_2_48",
+          "3_2_49",
+          "3_2_49",
+          "3_2_50",
+          "3_2_50",
+          "3_2_51",
+          "3_2_51",
+          "3_2_52",
+          "3_2_52",
+          "3_2_53",
+          "3_2_53",
+          "3_2_54",
+          "3_2_54",
+          "3_2_55",
+          "3_2_55",
+          "3_2_56",
+          "3_2_56",
+          "3_2_57",
+          "3_2_57",
+          "3_2_58",
+          "3_2_58",
+          "3_2_59",
+          "3_2_59",
+          "3_2_60",
+          "3_2_60",
+          "3_2_61",
+          "3_2_61",
+          "3_2_62",
+          "3_2_62",
+          "3_2_63",
+          "3_2_63",
+          "3_2_64",
+          "3_2_64",
+          "3_2_65",
+          "3_2_65",
+          "3_2_66",
+          "3_2_66",
+          "3_2_67",
+          "3_2_67",
+          "3_2_68",
+          "3_2_68",
+          "3_2_69",
+          "3_2_69",
+          "3_2_70",
+          "3_2_70",
+          "3_2_71",
+          "3_2_71",
+          "3_2_72",
+          "3_2_72",
+          "3_2_73",
+          "3_2_73",
+          "3_2_74",
+          "3_2_74",
+          "3_2_75",
+          "3_2_75",
+          "3_2_76",
+          "3_2_76",
+          "3_2_77",
+          "3_2_77",
+          "3_2_78",
+          "3_2_78",
+          "3_2_79",
+          "3_2_79",
+          "3_2_80",
+          "3_2_80",
+          "3_2_81",
+          "3_2_81",
+          "3_2_82",
+          "3_2_82",
+          "3_2_83",
+          "3_2_83",
+          "3_2_84",
+          "3_2_84",
+          "3_2_85",
+          "3_2_85",
+          "3_2_86",
+          "3_2_86",
+          "3_2_87",
+          "3_2_87",
+          "3_2_88",
+          "3_2_88",
+          "3_2_89",
+          "3_2_89",
+          "3_2_90",
+          "3_2_90",
+          "3_2_91",
+          "3_2_91",
+          "3_2_92",
+          "3_2_92",
+          "3_2_93",
+          "3_2_93",
+          "3_2_94",
+          "3_2_94",
+          "3_2_95",
+          "3_2_95",
+          "3_2_96",
+          "3_2_96",
+          "3_2_97",
+          "3_2_97",
+          "3_2_98",
+          "3_2_98",
+          "3_2_99",
+          "3_2_99",
+          "3_2_100",
+          "3_2_100",
+          "4_1_1",
+          "4_1_1",
+          "4_1_2",
+          "4_1_2",
+          "4_1_3",
+          "4_1_3",
+          "4_1_4",
+          "4_1_4",
+          "4_1_5",
+          "4_1_5",
+          "4_1_6",
+          "4_1_6",
+          "4_1_7",
+          "4_1_7",
+          "4_1_8",
+          "4_1_8",
+          "4_1_9",
+          "4_1_9",
+          "4_1_10",
+          "4_1_10",
+          "4_1_11",
+          "4_1_11",
+          "4_1_12",
+          "4_1_12",
+          "4_1_14",
+          "4_1_14",
+          "4_1_15",
+          "4_1_15",
+          "4_1_16",
+          "4_1_16",
+          "4_1_17",
+          "4_1_17",
+          "4_1_18",
+          "4_1_18",
+          "4_1_19",
+          "4_1_19",
+          "4_1_20",
+          "4_1_20",
+          "4_1_21",
+          "4_1_21",
+          "4_1_22",
+          "4_1_22",
+          "4_1_23",
+          "4_1_23",
+          "4_1_24",
+          "4_1_24",
+          "4_1_25",
+          "4_1_25",
+          "4_1_26",
+          "4_1_26",
+          "4_1_27",
+          "4_1_27",
+          "4_1_28",
+          "4_1_28",
+          "4_1_29",
+          "4_1_29",
+          "4_1_30",
+          "4_1_30",
+          "4_1_31",
+          "4_1_31",
+          "4_1_33",
+          "4_1_33",
+          "4_1_34",
+          "4_1_34",
+          "4_1_35",
+          "4_1_35",
+          "4_1_36",
+          "4_1_36",
+          "4_1_37",
+          "4_1_37",
+          "4_1_38",
+          "4_1_38",
+          "4_1_39",
+          "4_1_39",
+          "4_1_41",
+          "4_1_41",
+          "4_1_42",
+          "4_1_42",
+          "4_1_43",
+          "4_1_43",
+          "4_1_44",
+          "4_1_44",
+          "4_1_45",
+          "4_1_45",
+          "4_1_46",
+          "4_1_46",
+          "4_1_47",
+          "4_1_47",
+          "4_1_48",
+          "4_1_48",
+          "4_1_49",
+          "4_1_49",
+          "4_1_50",
+          "4_1_50",
+          "4_1_51",
+          "4_1_51",
+          "4_1_52",
+          "4_1_52",
+          "4_1_53",
+          "4_1_53",
+          "4_1_54",
+          "4_1_54",
+          "4_1_55",
+          "4_1_55",
+          "4_1_56",
+          "4_1_56",
+          "4_1_57",
+          "4_1_57",
+          "4_1_58",
+          "4_1_58",
+          "4_1_59",
+          "4_1_59",
+          "4_1_60",
+          "4_1_60",
+          "4_1_61",
+          "4_1_61",
+          "4_1_62",
+          "4_1_62",
+          "4_1_63",
+          "4_1_63",
+          "4_1_64",
+          "4_1_64",
+          "4_1_65",
+          "4_1_65",
+          "4_1_66",
+          "4_1_66",
+          "4_1_67",
+          "4_1_67",
+          "4_1_68",
+          "4_1_68",
+          "4_1_69",
+          "4_1_69",
+          "4_1_70",
+          "4_1_70",
+          "4_1_71",
+          "4_1_71",
+          "4_1_72",
+          "4_1_72",
+          "4_1_73",
+          "4_1_73",
+          "4_1_74",
+          "4_1_74",
+          "4_1_75",
+          "4_1_75",
+          "4_1_76",
+          "4_1_76",
+          "4_1_77",
+          "4_1_77",
+          "4_1_78",
+          "4_1_78",
+          "4_1_79",
+          "4_1_79",
+          "4_1_80",
+          "4_1_80",
+          "4_1_81",
+          "4_1_81",
+          "4_1_82",
+          "4_1_82",
+          "4_1_83",
+          "4_1_83",
+          "4_1_84",
+          "4_1_84",
+          "4_1_85",
+          "4_1_85",
+          "4_1_86",
+          "4_1_86",
+          "4_1_87",
+          "4_1_87",
+          "4_1_88",
+          "4_1_88",
+          "4_1_89",
+          "4_1_89",
+          "4_1_90",
+          "4_1_90",
+          "4_1_92",
+          "4_1_92",
+          "4_1_93",
+          "4_1_93",
+          "4_1_94",
+          "4_1_94",
+          "4_1_95",
+          "4_1_95",
+          "4_1_96",
+          "4_1_96",
+          "4_1_97",
+          "4_1_97",
+          "4_1_98",
+          "4_1_98",
+          "4_1_99",
+          "4_1_99",
+          "4_1_100",
+          "4_1_100",
+          "4_2_1",
+          "4_2_1",
+          "4_2_2",
+          "4_2_2",
+          "4_2_3",
+          "4_2_3",
+          "4_2_4",
+          "4_2_4",
+          "4_2_5",
+          "4_2_5",
+          "4_2_6",
+          "4_2_6",
+          "4_2_7",
+          "4_2_7",
+          "4_2_8",
+          "4_2_8",
+          "4_2_9",
+          "4_2_9",
+          "4_2_10",
+          "4_2_10",
+          "4_2_11",
+          "4_2_11",
+          "4_2_13",
+          "4_2_13",
+          "4_2_14",
+          "4_2_14",
+          "4_2_15",
+          "4_2_15",
+          "4_2_16",
+          "4_2_16",
+          "4_2_17",
+          "4_2_17",
+          "4_2_18",
+          "4_2_18",
+          "4_2_19",
+          "4_2_19",
+          "4_2_20",
+          "4_2_20",
+          "4_2_21",
+          "4_2_21",
+          "4_2_22",
+          "4_2_22",
+          "4_2_23",
+          "4_2_23",
+          "4_2_24",
+          "4_2_24",
+          "4_2_25",
+          "4_2_25",
+          "4_2_26",
+          "4_2_26",
+          "4_2_27",
+          "4_2_27",
+          "4_2_28",
+          "4_2_28",
+          "4_2_30",
+          "4_2_30",
+          "4_2_31",
+          "4_2_31",
+          "4_2_32",
+          "4_2_32",
+          "4_2_33",
+          "4_2_33",
+          "4_2_34",
+          "4_2_34",
+          "4_2_35",
+          "4_2_35",
+          "4_2_36",
+          "4_2_36",
+          "4_2_37",
+          "4_2_37",
+          "4_2_38",
+          "4_2_38",
+          "4_2_39",
+          "4_2_39",
+          "4_2_40",
+          "4_2_40",
+          "4_2_41",
+          "4_2_41",
+          "4_2_42",
+          "4_2_42",
+          "4_2_43",
+          "4_2_43",
+          "4_2_44",
+          "4_2_44",
+          "4_2_45",
+          "4_2_45",
+          "4_2_46",
+          "4_2_46",
+          "4_2_47",
+          "4_2_47",
+          "4_2_48",
+          "4_2_48",
+          "4_2_49",
+          "4_2_49",
+          "4_2_50",
+          "4_2_50",
+          "4_2_51",
+          "4_2_51",
+          "4_2_52",
+          "4_2_52",
+          "4_2_53",
+          "4_2_53",
+          "4_2_54",
+          "4_2_54",
+          "4_2_55",
+          "4_2_55",
+          "4_2_56",
+          "4_2_56",
+          "4_2_57",
+          "4_2_57",
+          "4_2_58",
+          "4_2_58",
+          "4_2_59",
+          "4_2_59",
+          "4_2_60",
+          "4_2_60",
+          "4_2_61",
+          "4_2_61",
+          "4_2_62",
+          "4_2_62",
+          "4_2_63",
+          "4_2_63",
+          "4_2_64",
+          "4_2_64",
+          "4_2_65",
+          "4_2_65",
+          "4_2_66",
+          "4_2_66",
+          "4_2_67",
+          "4_2_67",
+          "4_2_68",
+          "4_2_68",
+          "4_2_69",
+          "4_2_69",
+          "4_2_70",
+          "4_2_70",
+          "4_2_71",
+          "4_2_71",
+          "4_2_72",
+          "4_2_72",
+          "4_2_73",
+          "4_2_73",
+          "4_2_74",
+          "4_2_74",
+          "4_2_76",
+          "4_2_76",
+          "4_2_77",
+          "4_2_77",
+          "4_2_78",
+          "4_2_78",
+          "4_2_79",
+          "4_2_79",
+          "4_2_80",
+          "4_2_80",
+          "4_2_81",
+          "4_2_81",
+          "4_2_82",
+          "4_2_82",
+          "4_2_83",
+          "4_2_83",
+          "4_2_84",
+          "4_2_84",
+          "4_2_85",
+          "4_2_85",
+          "4_2_86",
+          "4_2_86",
+          "4_2_87",
+          "4_2_87",
+          "4_2_88",
+          "4_2_88",
+          "4_2_89",
+          "4_2_89",
+          "4_2_90",
+          "4_2_90",
+          "4_2_91",
+          "4_2_91",
+          "4_2_92",
+          "4_2_92",
+          "4_2_93",
+          "4_2_93",
+          "4_2_94",
+          "4_2_94",
+          "4_2_95",
+          "4_2_95",
+          "4_2_96",
+          "4_2_96",
+          "4_2_97",
+          "4_2_97",
+          "4_2_98",
+          "4_2_98",
+          "4_2_99",
+          "4_2_99",
+          "4_2_100",
+          "4_2_100"
+         ],
+         "xaxis": "x",
+         "y": [
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.06,
+          235.06,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.06,
+          235.06,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          235.06,
+          235.06,
+          236.35,
+          236.35,
+          235.8,
+          235.8,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.35,
+          236.35,
+          236.14,
+          236.14,
+          235.8,
+          235.8,
+          236.14,
+          236.14,
+          236.35
+         ],
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "Signal<br>%{x}<br>%{y:.3f}<extra></extra>",
+         "marker": {
+          "color": "#E31A1C",
+          "size": 5,
+          "symbol": "circle"
+         },
+         "mode": "markers",
+         "name": "Signal",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_5",
+          "1_1_13",
+          "1_1_14",
+          "1_1_15",
+          "1_1_19",
+          "1_1_29",
+          "1_1_30",
+          "1_1_31",
+          "1_1_42",
+          "1_1_43",
+          "1_1_66",
+          "1_1_78",
+          "1_1_83",
+          "1_1_88",
+          "1_1_99",
+          "1_1_100",
+          "1_2_14",
+          "1_2_52",
+          "1_2_53",
+          "1_2_59",
+          "1_2_78",
+          "1_2_84",
+          "1_2_95",
+          "2_1_18",
+          "2_1_66",
+          "2_1_68",
+          "2_1_70",
+          "2_1_75",
+          "2_1_80",
+          "2_1_81",
+          "2_1_82",
+          "2_1_83",
+          "2_1_85",
+          "2_2_1",
+          "2_2_14",
+          "2_2_25",
+          "2_2_29",
+          "2_2_43",
+          "2_2_48",
+          "2_2_52",
+          "2_2_66",
+          "2_2_67",
+          "2_2_70",
+          "2_2_75",
+          "2_2_80",
+          "2_2_81",
+          "2_2_83",
+          "3_1_3",
+          "3_1_6",
+          "3_1_7",
+          "3_1_15",
+          "3_1_18",
+          "3_1_20",
+          "3_1_27",
+          "3_1_30",
+          "3_1_31",
+          "3_1_32",
+          "3_1_33",
+          "3_1_34",
+          "3_1_35",
+          "3_1_36",
+          "3_1_44",
+          "3_1_47",
+          "3_1_48",
+          "3_1_49",
+          "3_1_52",
+          "3_1_53",
+          "3_1_55",
+          "3_1_65",
+          "3_1_70",
+          "3_1_71",
+          "3_1_79",
+          "3_1_81",
+          "3_1_85",
+          "3_1_88",
+          "3_1_91",
+          "3_1_93",
+          "3_1_94",
+          "3_1_99",
+          "3_2_1",
+          "3_2_2",
+          "3_2_4",
+          "3_2_7",
+          "3_2_9",
+          "3_2_14",
+          "3_2_18",
+          "3_2_23",
+          "3_2_27",
+          "3_2_30",
+          "3_2_31",
+          "3_2_33",
+          "3_2_35",
+          "3_2_38",
+          "3_2_42",
+          "3_2_44",
+          "3_2_49",
+          "3_2_53",
+          "3_2_55",
+          "3_2_69",
+          "3_2_70",
+          "3_2_71",
+          "3_2_72",
+          "3_2_80",
+          "3_2_83",
+          "3_2_85",
+          "3_2_90",
+          "3_2_91",
+          "3_2_94",
+          "3_2_100",
+          "4_1_1",
+          "4_1_2",
+          "4_1_3",
+          "4_1_6",
+          "4_1_10",
+          "4_1_15",
+          "4_1_16",
+          "4_1_23",
+          "4_1_27",
+          "4_1_28",
+          "4_1_29",
+          "4_1_33",
+          "4_1_34",
+          "4_1_36",
+          "4_1_39",
+          "4_1_41",
+          "4_1_44",
+          "4_1_49",
+          "4_1_54",
+          "4_1_64",
+          "4_1_67",
+          "4_1_77",
+          "4_1_80",
+          "4_1_82",
+          "4_1_88",
+          "4_1_95",
+          "4_1_99",
+          "4_1_100",
+          "4_2_1",
+          "4_2_2",
+          "4_2_14",
+          "4_2_15",
+          "4_2_18",
+          "4_2_30",
+          "4_2_31",
+          "4_2_33",
+          "4_2_35",
+          "4_2_39",
+          "4_2_41",
+          "4_2_42",
+          "4_2_49",
+          "4_2_53",
+          "4_2_64",
+          "4_2_65",
+          "4_2_67",
+          "4_2_71",
+          "4_2_74",
+          "4_2_80",
+          "4_2_82",
+          "4_2_90",
+          "4_2_91",
+          "4_2_94",
+          "4_2_100"
+         ],
+         "xaxis": "x",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y"
+        },
+        {
+         "hovertemplate": "%{x}<br>%{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.5
+         },
+         "marker": {
+          "color": "#3366CC",
+          "size": 5
+         },
+         "mode": "lines+markers",
+         "name": "S",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_3",
+          "1_1_4",
+          "1_1_5",
+          "1_1_6",
+          "1_1_7",
+          "1_1_8",
+          "1_1_9",
+          "1_1_10",
+          "1_1_11",
+          "1_1_12",
+          "1_1_13",
+          "1_1_14",
+          "1_1_15",
+          "1_1_16",
+          "1_1_17",
+          "1_1_18",
+          "1_1_19",
+          "1_1_20",
+          "1_1_21",
+          "1_1_22",
+          "1_1_23",
+          "1_1_24",
+          "1_1_25",
+          "1_1_26",
+          "1_1_27",
+          "1_1_28",
+          "1_1_29",
+          "1_1_30",
+          "1_1_31",
+          "1_1_32",
+          "1_1_33",
+          "1_1_34",
+          "1_1_35",
+          "1_1_36",
+          "1_1_37",
+          "1_1_38",
+          "1_1_39",
+          "1_1_40",
+          "1_1_41",
+          "1_1_42",
+          "1_1_43",
+          "1_1_44",
+          "1_1_45",
+          "1_1_46",
+          "1_1_47",
+          "1_1_48",
+          "1_1_49",
+          "1_1_50",
+          "1_1_51",
+          "1_1_52",
+          "1_1_53",
+          "1_1_54",
+          "1_1_55",
+          "1_1_56",
+          "1_1_57",
+          "1_1_58",
+          "1_1_59",
+          "1_1_60",
+          "1_1_61",
+          "1_1_62",
+          "1_1_63",
+          "1_1_64",
+          "1_1_65",
+          "1_1_66",
+          "1_1_67",
+          "1_1_68",
+          "1_1_69",
+          "1_1_70",
+          "1_1_71",
+          "1_1_72",
+          "1_1_73",
+          "1_1_74",
+          "1_1_75",
+          "1_1_76",
+          "1_1_77",
+          "1_1_78",
+          "1_1_79",
+          "1_1_80",
+          "1_1_81",
+          "1_1_82",
+          "1_1_83",
+          "1_1_84",
+          "1_1_85",
+          "1_1_86",
+          "1_1_87",
+          "1_1_88",
+          "1_1_89",
+          "1_1_90",
+          "1_1_91",
+          "1_1_92",
+          "1_1_93",
+          "1_1_94",
+          "1_1_95",
+          "1_1_96",
+          "1_1_97",
+          "1_1_98",
+          "1_1_99",
+          "1_1_100",
+          "1_2_1",
+          "1_2_2",
+          "1_2_3",
+          "1_2_4",
+          "1_2_5",
+          "1_2_6",
+          "1_2_7",
+          "1_2_8",
+          "1_2_9",
+          "1_2_10",
+          "1_2_11",
+          "1_2_12",
+          "1_2_13",
+          "1_2_14",
+          "1_2_15",
+          "1_2_16",
+          "1_2_17",
+          "1_2_18",
+          "1_2_19",
+          "1_2_20",
+          "1_2_21",
+          "1_2_22",
+          "1_2_23",
+          "1_2_24",
+          "1_2_25",
+          "1_2_26",
+          "1_2_27",
+          "1_2_28",
+          "1_2_29",
+          "1_2_32",
+          "1_2_33",
+          "1_2_34",
+          "1_2_35",
+          "1_2_36",
+          "1_2_37",
+          "1_2_38",
+          "1_2_39",
+          "1_2_40",
+          "1_2_41",
+          "1_2_42",
+          "1_2_43",
+          "1_2_44",
+          "1_2_45",
+          "1_2_46",
+          "1_2_47",
+          "1_2_48",
+          "1_2_49",
+          "1_2_50",
+          "1_2_51",
+          "1_2_52",
+          "1_2_53",
+          "1_2_54",
+          "1_2_55",
+          "1_2_56",
+          "1_2_57",
+          "1_2_58",
+          "1_2_59",
+          "1_2_60",
+          "1_2_61",
+          "1_2_62",
+          "1_2_63",
+          "1_2_64",
+          "1_2_65",
+          "1_2_66",
+          "1_2_67",
+          "1_2_68",
+          "1_2_69",
+          "1_2_70",
+          "1_2_71",
+          "1_2_72",
+          "1_2_73",
+          "1_2_74",
+          "1_2_75",
+          "1_2_76",
+          "1_2_77",
+          "1_2_78",
+          "1_2_79",
+          "1_2_80",
+          "1_2_81",
+          "1_2_83",
+          "1_2_84",
+          "1_2_85",
+          "1_2_86",
+          "1_2_87",
+          "1_2_88",
+          "1_2_89",
+          "1_2_90",
+          "1_2_91",
+          "1_2_92",
+          "1_2_93",
+          "1_2_94",
+          "1_2_95",
+          "1_2_96",
+          "1_2_97",
+          "1_2_98",
+          "1_2_99",
+          "1_2_100",
+          "2_1_1",
+          "2_1_2",
+          "2_1_3",
+          "2_1_4",
+          "2_1_5",
+          "2_1_6",
+          "2_1_7",
+          "2_1_8",
+          "2_1_9",
+          "2_1_10",
+          "2_1_11",
+          "2_1_12",
+          "2_1_13",
+          "2_1_14",
+          "2_1_15",
+          "2_1_16",
+          "2_1_17",
+          "2_1_18",
+          "2_1_19",
+          "2_1_20",
+          "2_1_21",
+          "2_1_22",
+          "2_1_23",
+          "2_1_24",
+          "2_1_25",
+          "2_1_26",
+          "2_1_27",
+          "2_1_28",
+          "2_1_29",
+          "2_1_30",
+          "2_1_31",
+          "2_1_32",
+          "2_1_33",
+          "2_1_34",
+          "2_1_35",
+          "2_1_36",
+          "2_1_37",
+          "2_1_38",
+          "2_1_39",
+          "2_1_40",
+          "2_1_41",
+          "2_1_42",
+          "2_1_43",
+          "2_1_44",
+          "2_1_45",
+          "2_1_46",
+          "2_1_47",
+          "2_1_48",
+          "2_1_49",
+          "2_1_50",
+          "2_1_51",
+          "2_1_52",
+          "2_1_53",
+          "2_1_54",
+          "2_1_55",
+          "2_1_56",
+          "2_1_57",
+          "2_1_58",
+          "2_1_59",
+          "2_1_60",
+          "2_1_61",
+          "2_1_62",
+          "2_1_63",
+          "2_1_64",
+          "2_1_65",
+          "2_1_66",
+          "2_1_67",
+          "2_1_68",
+          "2_1_69",
+          "2_1_70",
+          "2_1_71",
+          "2_1_72",
+          "2_1_73",
+          "2_1_74",
+          "2_1_75",
+          "2_1_76",
+          "2_1_77",
+          "2_1_78",
+          "2_1_79",
+          "2_1_80",
+          "2_1_81",
+          "2_1_82",
+          "2_1_83",
+          "2_1_84",
+          "2_1_85",
+          "2_1_86",
+          "2_1_87",
+          "2_1_88",
+          "2_1_89",
+          "2_1_90",
+          "2_1_91",
+          "2_1_92",
+          "2_1_93",
+          "2_1_94",
+          "2_1_95",
+          "2_1_96",
+          "2_1_97",
+          "2_1_98",
+          "2_1_99",
+          "2_1_100",
+          "2_2_1",
+          "2_2_2",
+          "2_2_3",
+          "2_2_4",
+          "2_2_5",
+          "2_2_6",
+          "2_2_7",
+          "2_2_8",
+          "2_2_9",
+          "2_2_10",
+          "2_2_11",
+          "2_2_12",
+          "2_2_13",
+          "2_2_14",
+          "2_2_15",
+          "2_2_16",
+          "2_2_17",
+          "2_2_18",
+          "2_2_19",
+          "2_2_20",
+          "2_2_21",
+          "2_2_22",
+          "2_2_23",
+          "2_2_25",
+          "2_2_26",
+          "2_2_27",
+          "2_2_28",
+          "2_2_29",
+          "2_2_30",
+          "2_2_31",
+          "2_2_32",
+          "2_2_33",
+          "2_2_34",
+          "2_2_35",
+          "2_2_36",
+          "2_2_37",
+          "2_2_38",
+          "2_2_39",
+          "2_2_40",
+          "2_2_41",
+          "2_2_42",
+          "2_2_43",
+          "2_2_44",
+          "2_2_45",
+          "2_2_46",
+          "2_2_47",
+          "2_2_48",
+          "2_2_49",
+          "2_2_50",
+          "2_2_51",
+          "2_2_52",
+          "2_2_53",
+          "2_2_54",
+          "2_2_55",
+          "2_2_56",
+          "2_2_57",
+          "2_2_58",
+          "2_2_59",
+          "2_2_60",
+          "2_2_61",
+          "2_2_62",
+          "2_2_63",
+          "2_2_64",
+          "2_2_65",
+          "2_2_66",
+          "2_2_67",
+          "2_2_68",
+          "2_2_69",
+          "2_2_70",
+          "2_2_71",
+          "2_2_72",
+          "2_2_73",
+          "2_2_75",
+          "2_2_76",
+          "2_2_77",
+          "2_2_79",
+          "2_2_80",
+          "2_2_81",
+          "2_2_82",
+          "2_2_83",
+          "2_2_84",
+          "2_2_85",
+          "2_2_86",
+          "2_2_87",
+          "2_2_88",
+          "2_2_89",
+          "2_2_90",
+          "2_2_91",
+          "2_2_92",
+          "2_2_93",
+          "2_2_94",
+          "2_2_95",
+          "2_2_96",
+          "2_2_97",
+          "2_2_98",
+          "2_2_99",
+          "2_2_100",
+          "3_1_1",
+          "3_1_2",
+          "3_1_3",
+          "3_1_4",
+          "3_1_5",
+          "3_1_6",
+          "3_1_7",
+          "3_1_8",
+          "3_1_9",
+          "3_1_10",
+          "3_1_11",
+          "3_1_12",
+          "3_1_13",
+          "3_1_14",
+          "3_1_15",
+          "3_1_16",
+          "3_1_17",
+          "3_1_18",
+          "3_1_19",
+          "3_1_20",
+          "3_1_21",
+          "3_1_22",
+          "3_1_23",
+          "3_1_24",
+          "3_1_25",
+          "3_1_26",
+          "3_1_27",
+          "3_1_28",
+          "3_1_29",
+          "3_1_30",
+          "3_1_31",
+          "3_1_32",
+          "3_1_33",
+          "3_1_34",
+          "3_1_35",
+          "3_1_36",
+          "3_1_37",
+          "3_1_38",
+          "3_1_39",
+          "3_1_40",
+          "3_1_41",
+          "3_1_42",
+          "3_1_43",
+          "3_1_44",
+          "3_1_45",
+          "3_1_46",
+          "3_1_47",
+          "3_1_48",
+          "3_1_49",
+          "3_1_50",
+          "3_1_51",
+          "3_1_52",
+          "3_1_53",
+          "3_1_55",
+          "3_1_56",
+          "3_1_57",
+          "3_1_58",
+          "3_1_59",
+          "3_1_60",
+          "3_1_61",
+          "3_1_62",
+          "3_1_63",
+          "3_1_64",
+          "3_1_65",
+          "3_1_66",
+          "3_1_67",
+          "3_1_68",
+          "3_1_69",
+          "3_1_70",
+          "3_1_71",
+          "3_1_72",
+          "3_1_73",
+          "3_1_74",
+          "3_1_75",
+          "3_1_76",
+          "3_1_77",
+          "3_1_78",
+          "3_1_79",
+          "3_1_80",
+          "3_1_81",
+          "3_1_82",
+          "3_1_83",
+          "3_1_84",
+          "3_1_85",
+          "3_1_86",
+          "3_1_87",
+          "3_1_88",
+          "3_1_89",
+          "3_1_91",
+          "3_1_92",
+          "3_1_93",
+          "3_1_94",
+          "3_1_95",
+          "3_1_96",
+          "3_1_97",
+          "3_1_99",
+          "3_1_100",
+          "3_2_1",
+          "3_2_2",
+          "3_2_3",
+          "3_2_4",
+          "3_2_5",
+          "3_2_6",
+          "3_2_7",
+          "3_2_8",
+          "3_2_9",
+          "3_2_10",
+          "3_2_11",
+          "3_2_12",
+          "3_2_13",
+          "3_2_14",
+          "3_2_15",
+          "3_2_16",
+          "3_2_17",
+          "3_2_18",
+          "3_2_19",
+          "3_2_20",
+          "3_2_21",
+          "3_2_22",
+          "3_2_23",
+          "3_2_24",
+          "3_2_25",
+          "3_2_26",
+          "3_2_27",
+          "3_2_28",
+          "3_2_29",
+          "3_2_30",
+          "3_2_31",
+          "3_2_33",
+          "3_2_34",
+          "3_2_35",
+          "3_2_36",
+          "3_2_37",
+          "3_2_38",
+          "3_2_39",
+          "3_2_40",
+          "3_2_41",
+          "3_2_42",
+          "3_2_43",
+          "3_2_44",
+          "3_2_45",
+          "3_2_46",
+          "3_2_47",
+          "3_2_48",
+          "3_2_49",
+          "3_2_50",
+          "3_2_51",
+          "3_2_52",
+          "3_2_53",
+          "3_2_54",
+          "3_2_55",
+          "3_2_56",
+          "3_2_57",
+          "3_2_58",
+          "3_2_59",
+          "3_2_60",
+          "3_2_61",
+          "3_2_62",
+          "3_2_63",
+          "3_2_64",
+          "3_2_65",
+          "3_2_66",
+          "3_2_67",
+          "3_2_68",
+          "3_2_69",
+          "3_2_70",
+          "3_2_71",
+          "3_2_72",
+          "3_2_73",
+          "3_2_74",
+          "3_2_75",
+          "3_2_76",
+          "3_2_77",
+          "3_2_78",
+          "3_2_79",
+          "3_2_80",
+          "3_2_81",
+          "3_2_82",
+          "3_2_83",
+          "3_2_84",
+          "3_2_85",
+          "3_2_86",
+          "3_2_87",
+          "3_2_88",
+          "3_2_89",
+          "3_2_90",
+          "3_2_91",
+          "3_2_92",
+          "3_2_93",
+          "3_2_94",
+          "3_2_95",
+          "3_2_96",
+          "3_2_97",
+          "3_2_98",
+          "3_2_99",
+          "3_2_100",
+          "4_1_1",
+          "4_1_2",
+          "4_1_3",
+          "4_1_4",
+          "4_1_5",
+          "4_1_6",
+          "4_1_7",
+          "4_1_8",
+          "4_1_9",
+          "4_1_10",
+          "4_1_11",
+          "4_1_12",
+          "4_1_14",
+          "4_1_15",
+          "4_1_16",
+          "4_1_17",
+          "4_1_18",
+          "4_1_19",
+          "4_1_20",
+          "4_1_21",
+          "4_1_22",
+          "4_1_23",
+          "4_1_24",
+          "4_1_25",
+          "4_1_26",
+          "4_1_27",
+          "4_1_28",
+          "4_1_29",
+          "4_1_30",
+          "4_1_31",
+          "4_1_33",
+          "4_1_34",
+          "4_1_35",
+          "4_1_36",
+          "4_1_37",
+          "4_1_38",
+          "4_1_39",
+          "4_1_41",
+          "4_1_42",
+          "4_1_43",
+          "4_1_44",
+          "4_1_45",
+          "4_1_46",
+          "4_1_47",
+          "4_1_48",
+          "4_1_49",
+          "4_1_50",
+          "4_1_51",
+          "4_1_52",
+          "4_1_53",
+          "4_1_54",
+          "4_1_55",
+          "4_1_56",
+          "4_1_57",
+          "4_1_58",
+          "4_1_59",
+          "4_1_60",
+          "4_1_61",
+          "4_1_62",
+          "4_1_63",
+          "4_1_64",
+          "4_1_65",
+          "4_1_66",
+          "4_1_67",
+          "4_1_68",
+          "4_1_69",
+          "4_1_70",
+          "4_1_71",
+          "4_1_72",
+          "4_1_73",
+          "4_1_74",
+          "4_1_75",
+          "4_1_76",
+          "4_1_77",
+          "4_1_78",
+          "4_1_79",
+          "4_1_80",
+          "4_1_81",
+          "4_1_82",
+          "4_1_83",
+          "4_1_84",
+          "4_1_85",
+          "4_1_86",
+          "4_1_87",
+          "4_1_88",
+          "4_1_89",
+          "4_1_90",
+          "4_1_92",
+          "4_1_93",
+          "4_1_94",
+          "4_1_95",
+          "4_1_96",
+          "4_1_97",
+          "4_1_98",
+          "4_1_99",
+          "4_1_100",
+          "4_2_1",
+          "4_2_2",
+          "4_2_3",
+          "4_2_4",
+          "4_2_5",
+          "4_2_6",
+          "4_2_7",
+          "4_2_8",
+          "4_2_9",
+          "4_2_10",
+          "4_2_11",
+          "4_2_13",
+          "4_2_14",
+          "4_2_15",
+          "4_2_16",
+          "4_2_17",
+          "4_2_18",
+          "4_2_19",
+          "4_2_20",
+          "4_2_21",
+          "4_2_22",
+          "4_2_23",
+          "4_2_24",
+          "4_2_25",
+          "4_2_26",
+          "4_2_27",
+          "4_2_28",
+          "4_2_30",
+          "4_2_31",
+          "4_2_32",
+          "4_2_33",
+          "4_2_34",
+          "4_2_35",
+          "4_2_36",
+          "4_2_37",
+          "4_2_38",
+          "4_2_39",
+          "4_2_40",
+          "4_2_41",
+          "4_2_42",
+          "4_2_43",
+          "4_2_44",
+          "4_2_45",
+          "4_2_46",
+          "4_2_47",
+          "4_2_48",
+          "4_2_49",
+          "4_2_50",
+          "4_2_51",
+          "4_2_52",
+          "4_2_53",
+          "4_2_54",
+          "4_2_55",
+          "4_2_56",
+          "4_2_57",
+          "4_2_58",
+          "4_2_59",
+          "4_2_60",
+          "4_2_61",
+          "4_2_62",
+          "4_2_63",
+          "4_2_64",
+          "4_2_65",
+          "4_2_66",
+          "4_2_67",
+          "4_2_68",
+          "4_2_69",
+          "4_2_70",
+          "4_2_71",
+          "4_2_72",
+          "4_2_73",
+          "4_2_74",
+          "4_2_76",
+          "4_2_77",
+          "4_2_78",
+          "4_2_79",
+          "4_2_80",
+          "4_2_81",
+          "4_2_82",
+          "4_2_83",
+          "4_2_84",
+          "4_2_85",
+          "4_2_86",
+          "4_2_87",
+          "4_2_88",
+          "4_2_89",
+          "4_2_90",
+          "4_2_91",
+          "4_2_92",
+          "4_2_93",
+          "4_2_94",
+          "4_2_95",
+          "4_2_96",
+          "4_2_97",
+          "4_2_98",
+          "4_2_99",
+          "4_2_100"
+         ],
+         "xaxis": "x2",
+         "y": {
+          "bdata": "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",
+          "dtype": "f8"
+         },
+         "yaxis": "y2"
+        },
+        {
+         "hovertemplate": "UPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "UPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_2",
+          "1_1_3",
+          "1_1_3",
+          "1_1_4",
+          "1_1_4",
+          "1_1_5",
+          "1_1_5",
+          "1_1_6",
+          "1_1_6",
+          "1_1_7",
+          "1_1_7",
+          "1_1_8",
+          "1_1_8",
+          "1_1_9",
+          "1_1_9",
+          "1_1_10",
+          "1_1_10",
+          "1_1_11",
+          "1_1_11",
+          "1_1_12",
+          "1_1_12",
+          "1_1_13",
+          "1_1_13",
+          "1_1_14",
+          "1_1_14",
+          "1_1_15",
+          "1_1_15",
+          "1_1_16",
+          "1_1_16",
+          "1_1_17",
+          "1_1_17",
+          "1_1_18",
+          "1_1_18",
+          "1_1_19",
+          "1_1_19",
+          "1_1_20",
+          "1_1_20",
+          "1_1_21",
+          "1_1_21",
+          "1_1_22",
+          "1_1_22",
+          "1_1_23",
+          "1_1_23",
+          "1_1_24",
+          "1_1_24",
+          "1_1_25",
+          "1_1_25",
+          "1_1_26",
+          "1_1_26",
+          "1_1_27",
+          "1_1_27",
+          "1_1_28",
+          "1_1_28",
+          "1_1_29",
+          "1_1_29",
+          "1_1_30",
+          "1_1_30",
+          "1_1_31",
+          "1_1_31",
+          "1_1_32",
+          "1_1_32",
+          "1_1_33",
+          "1_1_33",
+          "1_1_34",
+          "1_1_34",
+          "1_1_35",
+          "1_1_35",
+          "1_1_36",
+          "1_1_36",
+          "1_1_37",
+          "1_1_37",
+          "1_1_38",
+          "1_1_38",
+          "1_1_39",
+          "1_1_39",
+          "1_1_40",
+          "1_1_40",
+          "1_1_41",
+          "1_1_41",
+          "1_1_42",
+          "1_1_42",
+          "1_1_43",
+          "1_1_43",
+          "1_1_44",
+          "1_1_44",
+          "1_1_45",
+          "1_1_45",
+          "1_1_46",
+          "1_1_46",
+          "1_1_47",
+          "1_1_47",
+          "1_1_48",
+          "1_1_48",
+          "1_1_49",
+          "1_1_49",
+          "1_1_50",
+          "1_1_50",
+          "1_1_51",
+          "1_1_51",
+          "1_1_52",
+          "1_1_52",
+          "1_1_53",
+          "1_1_53",
+          "1_1_54",
+          "1_1_54",
+          "1_1_55",
+          "1_1_55",
+          "1_1_56",
+          "1_1_56",
+          "1_1_57",
+          "1_1_57",
+          "1_1_58",
+          "1_1_58",
+          "1_1_59",
+          "1_1_59",
+          "1_1_60",
+          "1_1_60",
+          "1_1_61",
+          "1_1_61",
+          "1_1_62",
+          "1_1_62",
+          "1_1_63",
+          "1_1_63",
+          "1_1_64",
+          "1_1_64",
+          "1_1_65",
+          "1_1_65",
+          "1_1_66",
+          "1_1_66",
+          "1_1_67",
+          "1_1_67",
+          "1_1_68",
+          "1_1_68",
+          "1_1_69",
+          "1_1_69",
+          "1_1_70",
+          "1_1_70",
+          "1_1_71",
+          "1_1_71",
+          "1_1_72",
+          "1_1_72",
+          "1_1_73",
+          "1_1_73",
+          "1_1_74",
+          "1_1_74",
+          "1_1_75",
+          "1_1_75",
+          "1_1_76",
+          "1_1_76",
+          "1_1_77",
+          "1_1_77",
+          "1_1_78",
+          "1_1_78",
+          "1_1_79",
+          "1_1_79",
+          "1_1_80",
+          "1_1_80",
+          "1_1_81",
+          "1_1_81",
+          "1_1_82",
+          "1_1_82",
+          "1_1_83",
+          "1_1_83",
+          "1_1_84",
+          "1_1_84",
+          "1_1_85",
+          "1_1_85",
+          "1_1_86",
+          "1_1_86",
+          "1_1_87",
+          "1_1_87",
+          "1_1_88",
+          "1_1_88",
+          "1_1_89",
+          "1_1_89",
+          "1_1_90",
+          "1_1_90",
+          "1_1_91",
+          "1_1_91",
+          "1_1_92",
+          "1_1_92",
+          "1_1_93",
+          "1_1_93",
+          "1_1_94",
+          "1_1_94",
+          "1_1_95",
+          "1_1_95",
+          "1_1_96",
+          "1_1_96",
+          "1_1_97",
+          "1_1_97",
+          "1_1_98",
+          "1_1_98",
+          "1_1_99",
+          "1_1_99",
+          "1_1_100",
+          "1_1_100",
+          "1_2_1",
+          "1_2_1",
+          "1_2_2",
+          "1_2_2",
+          "1_2_3",
+          "1_2_3",
+          "1_2_4",
+          "1_2_4",
+          "1_2_5",
+          "1_2_5",
+          "1_2_6",
+          "1_2_6",
+          "1_2_7",
+          "1_2_7",
+          "1_2_8",
+          "1_2_8",
+          "1_2_9",
+          "1_2_9",
+          "1_2_10",
+          "1_2_10",
+          "1_2_11",
+          "1_2_11",
+          "1_2_12",
+          "1_2_12",
+          "1_2_13",
+          "1_2_13",
+          "1_2_14",
+          "1_2_14",
+          "1_2_15",
+          "1_2_15",
+          "1_2_16",
+          "1_2_16",
+          "1_2_17",
+          "1_2_17",
+          "1_2_18",
+          "1_2_18",
+          "1_2_19",
+          "1_2_19",
+          "1_2_20",
+          "1_2_20",
+          "1_2_21",
+          "1_2_21",
+          "1_2_22",
+          "1_2_22",
+          "1_2_23",
+          "1_2_23",
+          "1_2_24",
+          "1_2_24",
+          "1_2_25",
+          "1_2_25",
+          "1_2_26",
+          "1_2_26",
+          "1_2_27",
+          "1_2_27",
+          "1_2_28",
+          "1_2_28",
+          "1_2_29",
+          "1_2_29",
+          "1_2_32",
+          "1_2_32",
+          "1_2_33",
+          "1_2_33",
+          "1_2_34",
+          "1_2_34",
+          "1_2_35",
+          "1_2_35",
+          "1_2_36",
+          "1_2_36",
+          "1_2_37",
+          "1_2_37",
+          "1_2_38",
+          "1_2_38",
+          "1_2_39",
+          "1_2_39",
+          "1_2_40",
+          "1_2_40",
+          "1_2_41",
+          "1_2_41",
+          "1_2_42",
+          "1_2_42",
+          "1_2_43",
+          "1_2_43",
+          "1_2_44",
+          "1_2_44",
+          "1_2_45",
+          "1_2_45",
+          "1_2_46",
+          "1_2_46",
+          "1_2_47",
+          "1_2_47",
+          "1_2_48",
+          "1_2_48",
+          "1_2_49",
+          "1_2_49",
+          "1_2_50",
+          "1_2_50",
+          "1_2_51",
+          "1_2_51",
+          "1_2_52",
+          "1_2_52",
+          "1_2_53",
+          "1_2_53",
+          "1_2_54",
+          "1_2_54",
+          "1_2_55",
+          "1_2_55",
+          "1_2_56",
+          "1_2_56",
+          "1_2_57",
+          "1_2_57",
+          "1_2_58",
+          "1_2_58",
+          "1_2_59",
+          "1_2_59",
+          "1_2_60",
+          "1_2_60",
+          "1_2_61",
+          "1_2_61",
+          "1_2_62",
+          "1_2_62",
+          "1_2_63",
+          "1_2_63",
+          "1_2_64",
+          "1_2_64",
+          "1_2_65",
+          "1_2_65",
+          "1_2_66",
+          "1_2_66",
+          "1_2_67",
+          "1_2_67",
+          "1_2_68",
+          "1_2_68",
+          "1_2_69",
+          "1_2_69",
+          "1_2_70",
+          "1_2_70",
+          "1_2_71",
+          "1_2_71",
+          "1_2_72",
+          "1_2_72",
+          "1_2_73",
+          "1_2_73",
+          "1_2_74",
+          "1_2_74",
+          "1_2_75",
+          "1_2_75",
+          "1_2_76",
+          "1_2_76",
+          "1_2_77",
+          "1_2_77",
+          "1_2_78",
+          "1_2_78",
+          "1_2_79",
+          "1_2_79",
+          "1_2_80",
+          "1_2_80",
+          "1_2_81",
+          "1_2_81",
+          "1_2_83",
+          "1_2_83",
+          "1_2_84",
+          "1_2_84",
+          "1_2_85",
+          "1_2_85",
+          "1_2_86",
+          "1_2_86",
+          "1_2_87",
+          "1_2_87",
+          "1_2_88",
+          "1_2_88",
+          "1_2_89",
+          "1_2_89",
+          "1_2_90",
+          "1_2_90",
+          "1_2_91",
+          "1_2_91",
+          "1_2_92",
+          "1_2_92",
+          "1_2_93",
+          "1_2_93",
+          "1_2_94",
+          "1_2_94",
+          "1_2_95",
+          "1_2_95",
+          "1_2_96",
+          "1_2_96",
+          "1_2_97",
+          "1_2_97",
+          "1_2_98",
+          "1_2_98",
+          "1_2_99",
+          "1_2_99",
+          "1_2_100",
+          "1_2_100",
+          "2_1_1",
+          "2_1_1",
+          "2_1_2",
+          "2_1_2",
+          "2_1_3",
+          "2_1_3",
+          "2_1_4",
+          "2_1_4",
+          "2_1_5",
+          "2_1_5",
+          "2_1_6",
+          "2_1_6",
+          "2_1_7",
+          "2_1_7",
+          "2_1_8",
+          "2_1_8",
+          "2_1_9",
+          "2_1_9",
+          "2_1_10",
+          "2_1_10",
+          "2_1_11",
+          "2_1_11",
+          "2_1_12",
+          "2_1_12",
+          "2_1_13",
+          "2_1_13",
+          "2_1_14",
+          "2_1_14",
+          "2_1_15",
+          "2_1_15",
+          "2_1_16",
+          "2_1_16",
+          "2_1_17",
+          "2_1_17",
+          "2_1_18",
+          "2_1_18",
+          "2_1_19",
+          "2_1_19",
+          "2_1_20",
+          "2_1_20",
+          "2_1_21",
+          "2_1_21",
+          "2_1_22",
+          "2_1_22",
+          "2_1_23",
+          "2_1_23",
+          "2_1_24",
+          "2_1_24",
+          "2_1_25",
+          "2_1_25",
+          "2_1_26",
+          "2_1_26",
+          "2_1_27",
+          "2_1_27",
+          "2_1_28",
+          "2_1_28",
+          "2_1_29",
+          "2_1_29",
+          "2_1_30",
+          "2_1_30",
+          "2_1_31",
+          "2_1_31",
+          "2_1_32",
+          "2_1_32",
+          "2_1_33",
+          "2_1_33",
+          "2_1_34",
+          "2_1_34",
+          "2_1_35",
+          "2_1_35",
+          "2_1_36",
+          "2_1_36",
+          "2_1_37",
+          "2_1_37",
+          "2_1_38",
+          "2_1_38",
+          "2_1_39",
+          "2_1_39",
+          "2_1_40",
+          "2_1_40",
+          "2_1_41",
+          "2_1_41",
+          "2_1_42",
+          "2_1_42",
+          "2_1_43",
+          "2_1_43",
+          "2_1_44",
+          "2_1_44",
+          "2_1_45",
+          "2_1_45",
+          "2_1_46",
+          "2_1_46",
+          "2_1_47",
+          "2_1_47",
+          "2_1_48",
+          "2_1_48",
+          "2_1_49",
+          "2_1_49",
+          "2_1_50",
+          "2_1_50",
+          "2_1_51",
+          "2_1_51",
+          "2_1_52",
+          "2_1_52",
+          "2_1_53",
+          "2_1_53",
+          "2_1_54",
+          "2_1_54",
+          "2_1_55",
+          "2_1_55",
+          "2_1_56",
+          "2_1_56",
+          "2_1_57",
+          "2_1_57",
+          "2_1_58",
+          "2_1_58",
+          "2_1_59",
+          "2_1_59",
+          "2_1_60",
+          "2_1_60",
+          "2_1_61",
+          "2_1_61",
+          "2_1_62",
+          "2_1_62",
+          "2_1_63",
+          "2_1_63",
+          "2_1_64",
+          "2_1_64",
+          "2_1_65",
+          "2_1_65",
+          "2_1_66",
+          "2_1_66",
+          "2_1_67",
+          "2_1_67",
+          "2_1_68",
+          "2_1_68",
+          "2_1_69",
+          "2_1_69",
+          "2_1_70",
+          "2_1_70",
+          "2_1_71",
+          "2_1_71",
+          "2_1_72",
+          "2_1_72",
+          "2_1_73",
+          "2_1_73",
+          "2_1_74",
+          "2_1_74",
+          "2_1_75",
+          "2_1_75",
+          "2_1_76",
+          "2_1_76",
+          "2_1_77",
+          "2_1_77",
+          "2_1_78",
+          "2_1_78",
+          "2_1_79",
+          "2_1_79",
+          "2_1_80",
+          "2_1_80",
+          "2_1_81",
+          "2_1_81",
+          "2_1_82",
+          "2_1_82",
+          "2_1_83",
+          "2_1_83",
+          "2_1_84",
+          "2_1_84",
+          "2_1_85",
+          "2_1_85",
+          "2_1_86",
+          "2_1_86",
+          "2_1_87",
+          "2_1_87",
+          "2_1_88",
+          "2_1_88",
+          "2_1_89",
+          "2_1_89",
+          "2_1_90",
+          "2_1_90",
+          "2_1_91",
+          "2_1_91",
+          "2_1_92",
+          "2_1_92",
+          "2_1_93",
+          "2_1_93",
+          "2_1_94",
+          "2_1_94",
+          "2_1_95",
+          "2_1_95",
+          "2_1_96",
+          "2_1_96",
+          "2_1_97",
+          "2_1_97",
+          "2_1_98",
+          "2_1_98",
+          "2_1_99",
+          "2_1_99",
+          "2_1_100",
+          "2_1_100",
+          "2_2_1",
+          "2_2_1",
+          "2_2_2",
+          "2_2_2",
+          "2_2_3",
+          "2_2_3",
+          "2_2_4",
+          "2_2_4",
+          "2_2_5",
+          "2_2_5",
+          "2_2_6",
+          "2_2_6",
+          "2_2_7",
+          "2_2_7",
+          "2_2_8",
+          "2_2_8",
+          "2_2_9",
+          "2_2_9",
+          "2_2_10",
+          "2_2_10",
+          "2_2_11",
+          "2_2_11",
+          "2_2_12",
+          "2_2_12",
+          "2_2_13",
+          "2_2_13",
+          "2_2_14",
+          "2_2_14",
+          "2_2_15",
+          "2_2_15",
+          "2_2_16",
+          "2_2_16",
+          "2_2_17",
+          "2_2_17",
+          "2_2_18",
+          "2_2_18",
+          "2_2_19",
+          "2_2_19",
+          "2_2_20",
+          "2_2_20",
+          "2_2_21",
+          "2_2_21",
+          "2_2_22",
+          "2_2_22",
+          "2_2_23",
+          "2_2_23",
+          "2_2_25",
+          "2_2_25",
+          "2_2_26",
+          "2_2_26",
+          "2_2_27",
+          "2_2_27",
+          "2_2_28",
+          "2_2_28",
+          "2_2_29",
+          "2_2_29",
+          "2_2_30",
+          "2_2_30",
+          "2_2_31",
+          "2_2_31",
+          "2_2_32",
+          "2_2_32",
+          "2_2_33",
+          "2_2_33",
+          "2_2_34",
+          "2_2_34",
+          "2_2_35",
+          "2_2_35",
+          "2_2_36",
+          "2_2_36",
+          "2_2_37",
+          "2_2_37",
+          "2_2_38",
+          "2_2_38",
+          "2_2_39",
+          "2_2_39",
+          "2_2_40",
+          "2_2_40",
+          "2_2_41",
+          "2_2_41",
+          "2_2_42",
+          "2_2_42",
+          "2_2_43",
+          "2_2_43",
+          "2_2_44",
+          "2_2_44",
+          "2_2_45",
+          "2_2_45",
+          "2_2_46",
+          "2_2_46",
+          "2_2_47",
+          "2_2_47",
+          "2_2_48",
+          "2_2_48",
+          "2_2_49",
+          "2_2_49",
+          "2_2_50",
+          "2_2_50",
+          "2_2_51",
+          "2_2_51",
+          "2_2_52",
+          "2_2_52",
+          "2_2_53",
+          "2_2_53",
+          "2_2_54",
+          "2_2_54",
+          "2_2_55",
+          "2_2_55",
+          "2_2_56",
+          "2_2_56",
+          "2_2_57",
+          "2_2_57",
+          "2_2_58",
+          "2_2_58",
+          "2_2_59",
+          "2_2_59",
+          "2_2_60",
+          "2_2_60",
+          "2_2_61",
+          "2_2_61",
+          "2_2_62",
+          "2_2_62",
+          "2_2_63",
+          "2_2_63",
+          "2_2_64",
+          "2_2_64",
+          "2_2_65",
+          "2_2_65",
+          "2_2_66",
+          "2_2_66",
+          "2_2_67",
+          "2_2_67",
+          "2_2_68",
+          "2_2_68",
+          "2_2_69",
+          "2_2_69",
+          "2_2_70",
+          "2_2_70",
+          "2_2_71",
+          "2_2_71",
+          "2_2_72",
+          "2_2_72",
+          "2_2_73",
+          "2_2_73",
+          "2_2_75",
+          "2_2_75",
+          "2_2_76",
+          "2_2_76",
+          "2_2_77",
+          "2_2_77",
+          "2_2_79",
+          "2_2_79",
+          "2_2_80",
+          "2_2_80",
+          "2_2_81",
+          "2_2_81",
+          "2_2_82",
+          "2_2_82",
+          "2_2_83",
+          "2_2_83",
+          "2_2_84",
+          "2_2_84",
+          "2_2_85",
+          "2_2_85",
+          "2_2_86",
+          "2_2_86",
+          "2_2_87",
+          "2_2_87",
+          "2_2_88",
+          "2_2_88",
+          "2_2_89",
+          "2_2_89",
+          "2_2_90",
+          "2_2_90",
+          "2_2_91",
+          "2_2_91",
+          "2_2_92",
+          "2_2_92",
+          "2_2_93",
+          "2_2_93",
+          "2_2_94",
+          "2_2_94",
+          "2_2_95",
+          "2_2_95",
+          "2_2_96",
+          "2_2_96",
+          "2_2_97",
+          "2_2_97",
+          "2_2_98",
+          "2_2_98",
+          "2_2_99",
+          "2_2_99",
+          "2_2_100",
+          "2_2_100",
+          "3_1_1",
+          "3_1_1",
+          "3_1_2",
+          "3_1_2",
+          "3_1_3",
+          "3_1_3",
+          "3_1_4",
+          "3_1_4",
+          "3_1_5",
+          "3_1_5",
+          "3_1_6",
+          "3_1_6",
+          "3_1_7",
+          "3_1_7",
+          "3_1_8",
+          "3_1_8",
+          "3_1_9",
+          "3_1_9",
+          "3_1_10",
+          "3_1_10",
+          "3_1_11",
+          "3_1_11",
+          "3_1_12",
+          "3_1_12",
+          "3_1_13",
+          "3_1_13",
+          "3_1_14",
+          "3_1_14",
+          "3_1_15",
+          "3_1_15",
+          "3_1_16",
+          "3_1_16",
+          "3_1_17",
+          "3_1_17",
+          "3_1_18",
+          "3_1_18",
+          "3_1_19",
+          "3_1_19",
+          "3_1_20",
+          "3_1_20",
+          "3_1_21",
+          "3_1_21",
+          "3_1_22",
+          "3_1_22",
+          "3_1_23",
+          "3_1_23",
+          "3_1_24",
+          "3_1_24",
+          "3_1_25",
+          "3_1_25",
+          "3_1_26",
+          "3_1_26",
+          "3_1_27",
+          "3_1_27",
+          "3_1_28",
+          "3_1_28",
+          "3_1_29",
+          "3_1_29",
+          "3_1_30",
+          "3_1_30",
+          "3_1_31",
+          "3_1_31",
+          "3_1_32",
+          "3_1_32",
+          "3_1_33",
+          "3_1_33",
+          "3_1_34",
+          "3_1_34",
+          "3_1_35",
+          "3_1_35",
+          "3_1_36",
+          "3_1_36",
+          "3_1_37",
+          "3_1_37",
+          "3_1_38",
+          "3_1_38",
+          "3_1_39",
+          "3_1_39",
+          "3_1_40",
+          "3_1_40",
+          "3_1_41",
+          "3_1_41",
+          "3_1_42",
+          "3_1_42",
+          "3_1_43",
+          "3_1_43",
+          "3_1_44",
+          "3_1_44",
+          "3_1_45",
+          "3_1_45",
+          "3_1_46",
+          "3_1_46",
+          "3_1_47",
+          "3_1_47",
+          "3_1_48",
+          "3_1_48",
+          "3_1_49",
+          "3_1_49",
+          "3_1_50",
+          "3_1_50",
+          "3_1_51",
+          "3_1_51",
+          "3_1_52",
+          "3_1_52",
+          "3_1_53",
+          "3_1_53",
+          "3_1_55",
+          "3_1_55",
+          "3_1_56",
+          "3_1_56",
+          "3_1_57",
+          "3_1_57",
+          "3_1_58",
+          "3_1_58",
+          "3_1_59",
+          "3_1_59",
+          "3_1_60",
+          "3_1_60",
+          "3_1_61",
+          "3_1_61",
+          "3_1_62",
+          "3_1_62",
+          "3_1_63",
+          "3_1_63",
+          "3_1_64",
+          "3_1_64",
+          "3_1_65",
+          "3_1_65",
+          "3_1_66",
+          "3_1_66",
+          "3_1_67",
+          "3_1_67",
+          "3_1_68",
+          "3_1_68",
+          "3_1_69",
+          "3_1_69",
+          "3_1_70",
+          "3_1_70",
+          "3_1_71",
+          "3_1_71",
+          "3_1_72",
+          "3_1_72",
+          "3_1_73",
+          "3_1_73",
+          "3_1_74",
+          "3_1_74",
+          "3_1_75",
+          "3_1_75",
+          "3_1_76",
+          "3_1_76",
+          "3_1_77",
+          "3_1_77",
+          "3_1_78",
+          "3_1_78",
+          "3_1_79",
+          "3_1_79",
+          "3_1_80",
+          "3_1_80",
+          "3_1_81",
+          "3_1_81",
+          "3_1_82",
+          "3_1_82",
+          "3_1_83",
+          "3_1_83",
+          "3_1_84",
+          "3_1_84",
+          "3_1_85",
+          "3_1_85",
+          "3_1_86",
+          "3_1_86",
+          "3_1_87",
+          "3_1_87",
+          "3_1_88",
+          "3_1_88",
+          "3_1_89",
+          "3_1_89",
+          "3_1_91",
+          "3_1_91",
+          "3_1_92",
+          "3_1_92",
+          "3_1_93",
+          "3_1_93",
+          "3_1_94",
+          "3_1_94",
+          "3_1_95",
+          "3_1_95",
+          "3_1_96",
+          "3_1_96",
+          "3_1_97",
+          "3_1_97",
+          "3_1_99",
+          "3_1_99",
+          "3_1_100",
+          "3_1_100",
+          "3_2_1",
+          "3_2_1",
+          "3_2_2",
+          "3_2_2",
+          "3_2_3",
+          "3_2_3",
+          "3_2_4",
+          "3_2_4",
+          "3_2_5",
+          "3_2_5",
+          "3_2_6",
+          "3_2_6",
+          "3_2_7",
+          "3_2_7",
+          "3_2_8",
+          "3_2_8",
+          "3_2_9",
+          "3_2_9",
+          "3_2_10",
+          "3_2_10",
+          "3_2_11",
+          "3_2_11",
+          "3_2_12",
+          "3_2_12",
+          "3_2_13",
+          "3_2_13",
+          "3_2_14",
+          "3_2_14",
+          "3_2_15",
+          "3_2_15",
+          "3_2_16",
+          "3_2_16",
+          "3_2_17",
+          "3_2_17",
+          "3_2_18",
+          "3_2_18",
+          "3_2_19",
+          "3_2_19",
+          "3_2_20",
+          "3_2_20",
+          "3_2_21",
+          "3_2_21",
+          "3_2_22",
+          "3_2_22",
+          "3_2_23",
+          "3_2_23",
+          "3_2_24",
+          "3_2_24",
+          "3_2_25",
+          "3_2_25",
+          "3_2_26",
+          "3_2_26",
+          "3_2_27",
+          "3_2_27",
+          "3_2_28",
+          "3_2_28",
+          "3_2_29",
+          "3_2_29",
+          "3_2_30",
+          "3_2_30",
+          "3_2_31",
+          "3_2_31",
+          "3_2_33",
+          "3_2_33",
+          "3_2_34",
+          "3_2_34",
+          "3_2_35",
+          "3_2_35",
+          "3_2_36",
+          "3_2_36",
+          "3_2_37",
+          "3_2_37",
+          "3_2_38",
+          "3_2_38",
+          "3_2_39",
+          "3_2_39",
+          "3_2_40",
+          "3_2_40",
+          "3_2_41",
+          "3_2_41",
+          "3_2_42",
+          "3_2_42",
+          "3_2_43",
+          "3_2_43",
+          "3_2_44",
+          "3_2_44",
+          "3_2_45",
+          "3_2_45",
+          "3_2_46",
+          "3_2_46",
+          "3_2_47",
+          "3_2_47",
+          "3_2_48",
+          "3_2_48",
+          "3_2_49",
+          "3_2_49",
+          "3_2_50",
+          "3_2_50",
+          "3_2_51",
+          "3_2_51",
+          "3_2_52",
+          "3_2_52",
+          "3_2_53",
+          "3_2_53",
+          "3_2_54",
+          "3_2_54",
+          "3_2_55",
+          "3_2_55",
+          "3_2_56",
+          "3_2_56",
+          "3_2_57",
+          "3_2_57",
+          "3_2_58",
+          "3_2_58",
+          "3_2_59",
+          "3_2_59",
+          "3_2_60",
+          "3_2_60",
+          "3_2_61",
+          "3_2_61",
+          "3_2_62",
+          "3_2_62",
+          "3_2_63",
+          "3_2_63",
+          "3_2_64",
+          "3_2_64",
+          "3_2_65",
+          "3_2_65",
+          "3_2_66",
+          "3_2_66",
+          "3_2_67",
+          "3_2_67",
+          "3_2_68",
+          "3_2_68",
+          "3_2_69",
+          "3_2_69",
+          "3_2_70",
+          "3_2_70",
+          "3_2_71",
+          "3_2_71",
+          "3_2_72",
+          "3_2_72",
+          "3_2_73",
+          "3_2_73",
+          "3_2_74",
+          "3_2_74",
+          "3_2_75",
+          "3_2_75",
+          "3_2_76",
+          "3_2_76",
+          "3_2_77",
+          "3_2_77",
+          "3_2_78",
+          "3_2_78",
+          "3_2_79",
+          "3_2_79",
+          "3_2_80",
+          "3_2_80",
+          "3_2_81",
+          "3_2_81",
+          "3_2_82",
+          "3_2_82",
+          "3_2_83",
+          "3_2_83",
+          "3_2_84",
+          "3_2_84",
+          "3_2_85",
+          "3_2_85",
+          "3_2_86",
+          "3_2_86",
+          "3_2_87",
+          "3_2_87",
+          "3_2_88",
+          "3_2_88",
+          "3_2_89",
+          "3_2_89",
+          "3_2_90",
+          "3_2_90",
+          "3_2_91",
+          "3_2_91",
+          "3_2_92",
+          "3_2_92",
+          "3_2_93",
+          "3_2_93",
+          "3_2_94",
+          "3_2_94",
+          "3_2_95",
+          "3_2_95",
+          "3_2_96",
+          "3_2_96",
+          "3_2_97",
+          "3_2_97",
+          "3_2_98",
+          "3_2_98",
+          "3_2_99",
+          "3_2_99",
+          "3_2_100",
+          "3_2_100",
+          "4_1_1",
+          "4_1_1",
+          "4_1_2",
+          "4_1_2",
+          "4_1_3",
+          "4_1_3",
+          "4_1_4",
+          "4_1_4",
+          "4_1_5",
+          "4_1_5",
+          "4_1_6",
+          "4_1_6",
+          "4_1_7",
+          "4_1_7",
+          "4_1_8",
+          "4_1_8",
+          "4_1_9",
+          "4_1_9",
+          "4_1_10",
+          "4_1_10",
+          "4_1_11",
+          "4_1_11",
+          "4_1_12",
+          "4_1_12",
+          "4_1_14",
+          "4_1_14",
+          "4_1_15",
+          "4_1_15",
+          "4_1_16",
+          "4_1_16",
+          "4_1_17",
+          "4_1_17",
+          "4_1_18",
+          "4_1_18",
+          "4_1_19",
+          "4_1_19",
+          "4_1_20",
+          "4_1_20",
+          "4_1_21",
+          "4_1_21",
+          "4_1_22",
+          "4_1_22",
+          "4_1_23",
+          "4_1_23",
+          "4_1_24",
+          "4_1_24",
+          "4_1_25",
+          "4_1_25",
+          "4_1_26",
+          "4_1_26",
+          "4_1_27",
+          "4_1_27",
+          "4_1_28",
+          "4_1_28",
+          "4_1_29",
+          "4_1_29",
+          "4_1_30",
+          "4_1_30",
+          "4_1_31",
+          "4_1_31",
+          "4_1_33",
+          "4_1_33",
+          "4_1_34",
+          "4_1_34",
+          "4_1_35",
+          "4_1_35",
+          "4_1_36",
+          "4_1_36",
+          "4_1_37",
+          "4_1_37",
+          "4_1_38",
+          "4_1_38",
+          "4_1_39",
+          "4_1_39",
+          "4_1_41",
+          "4_1_41",
+          "4_1_42",
+          "4_1_42",
+          "4_1_43",
+          "4_1_43",
+          "4_1_44",
+          "4_1_44",
+          "4_1_45",
+          "4_1_45",
+          "4_1_46",
+          "4_1_46",
+          "4_1_47",
+          "4_1_47",
+          "4_1_48",
+          "4_1_48",
+          "4_1_49",
+          "4_1_49",
+          "4_1_50",
+          "4_1_50",
+          "4_1_51",
+          "4_1_51",
+          "4_1_52",
+          "4_1_52",
+          "4_1_53",
+          "4_1_53",
+          "4_1_54",
+          "4_1_54",
+          "4_1_55",
+          "4_1_55",
+          "4_1_56",
+          "4_1_56",
+          "4_1_57",
+          "4_1_57",
+          "4_1_58",
+          "4_1_58",
+          "4_1_59",
+          "4_1_59",
+          "4_1_60",
+          "4_1_60",
+          "4_1_61",
+          "4_1_61",
+          "4_1_62",
+          "4_1_62",
+          "4_1_63",
+          "4_1_63",
+          "4_1_64",
+          "4_1_64",
+          "4_1_65",
+          "4_1_65",
+          "4_1_66",
+          "4_1_66",
+          "4_1_67",
+          "4_1_67",
+          "4_1_68",
+          "4_1_68",
+          "4_1_69",
+          "4_1_69",
+          "4_1_70",
+          "4_1_70",
+          "4_1_71",
+          "4_1_71",
+          "4_1_72",
+          "4_1_72",
+          "4_1_73",
+          "4_1_73",
+          "4_1_74",
+          "4_1_74",
+          "4_1_75",
+          "4_1_75",
+          "4_1_76",
+          "4_1_76",
+          "4_1_77",
+          "4_1_77",
+          "4_1_78",
+          "4_1_78",
+          "4_1_79",
+          "4_1_79",
+          "4_1_80",
+          "4_1_80",
+          "4_1_81",
+          "4_1_81",
+          "4_1_82",
+          "4_1_82",
+          "4_1_83",
+          "4_1_83",
+          "4_1_84",
+          "4_1_84",
+          "4_1_85",
+          "4_1_85",
+          "4_1_86",
+          "4_1_86",
+          "4_1_87",
+          "4_1_87",
+          "4_1_88",
+          "4_1_88",
+          "4_1_89",
+          "4_1_89",
+          "4_1_90",
+          "4_1_90",
+          "4_1_92",
+          "4_1_92",
+          "4_1_93",
+          "4_1_93",
+          "4_1_94",
+          "4_1_94",
+          "4_1_95",
+          "4_1_95",
+          "4_1_96",
+          "4_1_96",
+          "4_1_97",
+          "4_1_97",
+          "4_1_98",
+          "4_1_98",
+          "4_1_99",
+          "4_1_99",
+          "4_1_100",
+          "4_1_100",
+          "4_2_1",
+          "4_2_1",
+          "4_2_2",
+          "4_2_2",
+          "4_2_3",
+          "4_2_3",
+          "4_2_4",
+          "4_2_4",
+          "4_2_5",
+          "4_2_5",
+          "4_2_6",
+          "4_2_6",
+          "4_2_7",
+          "4_2_7",
+          "4_2_8",
+          "4_2_8",
+          "4_2_9",
+          "4_2_9",
+          "4_2_10",
+          "4_2_10",
+          "4_2_11",
+          "4_2_11",
+          "4_2_13",
+          "4_2_13",
+          "4_2_14",
+          "4_2_14",
+          "4_2_15",
+          "4_2_15",
+          "4_2_16",
+          "4_2_16",
+          "4_2_17",
+          "4_2_17",
+          "4_2_18",
+          "4_2_18",
+          "4_2_19",
+          "4_2_19",
+          "4_2_20",
+          "4_2_20",
+          "4_2_21",
+          "4_2_21",
+          "4_2_22",
+          "4_2_22",
+          "4_2_23",
+          "4_2_23",
+          "4_2_24",
+          "4_2_24",
+          "4_2_25",
+          "4_2_25",
+          "4_2_26",
+          "4_2_26",
+          "4_2_27",
+          "4_2_27",
+          "4_2_28",
+          "4_2_28",
+          "4_2_30",
+          "4_2_30",
+          "4_2_31",
+          "4_2_31",
+          "4_2_32",
+          "4_2_32",
+          "4_2_33",
+          "4_2_33",
+          "4_2_34",
+          "4_2_34",
+          "4_2_35",
+          "4_2_35",
+          "4_2_36",
+          "4_2_36",
+          "4_2_37",
+          "4_2_37",
+          "4_2_38",
+          "4_2_38",
+          "4_2_39",
+          "4_2_39",
+          "4_2_40",
+          "4_2_40",
+          "4_2_41",
+          "4_2_41",
+          "4_2_42",
+          "4_2_42",
+          "4_2_43",
+          "4_2_43",
+          "4_2_44",
+          "4_2_44",
+          "4_2_45",
+          "4_2_45",
+          "4_2_46",
+          "4_2_46",
+          "4_2_47",
+          "4_2_47",
+          "4_2_48",
+          "4_2_48",
+          "4_2_49",
+          "4_2_49",
+          "4_2_50",
+          "4_2_50",
+          "4_2_51",
+          "4_2_51",
+          "4_2_52",
+          "4_2_52",
+          "4_2_53",
+          "4_2_53",
+          "4_2_54",
+          "4_2_54",
+          "4_2_55",
+          "4_2_55",
+          "4_2_56",
+          "4_2_56",
+          "4_2_57",
+          "4_2_57",
+          "4_2_58",
+          "4_2_58",
+          "4_2_59",
+          "4_2_59",
+          "4_2_60",
+          "4_2_60",
+          "4_2_61",
+          "4_2_61",
+          "4_2_62",
+          "4_2_62",
+          "4_2_63",
+          "4_2_63",
+          "4_2_64",
+          "4_2_64",
+          "4_2_65",
+          "4_2_65",
+          "4_2_66",
+          "4_2_66",
+          "4_2_67",
+          "4_2_67",
+          "4_2_68",
+          "4_2_68",
+          "4_2_69",
+          "4_2_69",
+          "4_2_70",
+          "4_2_70",
+          "4_2_71",
+          "4_2_71",
+          "4_2_72",
+          "4_2_72",
+          "4_2_73",
+          "4_2_73",
+          "4_2_74",
+          "4_2_74",
+          "4_2_76",
+          "4_2_76",
+          "4_2_77",
+          "4_2_77",
+          "4_2_78",
+          "4_2_78",
+          "4_2_79",
+          "4_2_79",
+          "4_2_80",
+          "4_2_80",
+          "4_2_81",
+          "4_2_81",
+          "4_2_82",
+          "4_2_82",
+          "4_2_83",
+          "4_2_83",
+          "4_2_84",
+          "4_2_84",
+          "4_2_85",
+          "4_2_85",
+          "4_2_86",
+          "4_2_86",
+          "4_2_87",
+          "4_2_87",
+          "4_2_88",
+          "4_2_88",
+          "4_2_89",
+          "4_2_89",
+          "4_2_90",
+          "4_2_90",
+          "4_2_91",
+          "4_2_91",
+          "4_2_92",
+          "4_2_92",
+          "4_2_93",
+          "4_2_93",
+          "4_2_94",
+          "4_2_94",
+          "4_2_95",
+          "4_2_95",
+          "4_2_96",
+          "4_2_96",
+          "4_2_97",
+          "4_2_97",
+          "4_2_98",
+          "4_2_98",
+          "4_2_99",
+          "4_2_99",
+          "4_2_100",
+          "4_2_100"
+         ],
+         "xaxis": "x2",
+         "y": [
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          3.41,
+          3.41,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          3.41,
+          3.41,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          3.41,
+          3.41,
+          2.18,
+          2.18,
+          2.68,
+          2.68,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.18,
+          2.18,
+          2.36,
+          2.36,
+          2.68,
+          2.68,
+          2.36,
+          2.36,
+          2.18
+         ],
+         "yaxis": "y2"
+        },
+        {
+         "hovertemplate": "LPL: %{y:.3f}<extra></extra>",
+         "line": {
+          "color": "#E31A1C",
+          "dash": "dash",
+          "width": 1.2
+         },
+         "mode": "lines",
+         "name": "LPL (varies)",
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          "1_1_1",
+          "1_1_2",
+          "1_1_2",
+          "1_1_3",
+          "1_1_3",
+          "1_1_4",
+          "1_1_4",
+          "1_1_5",
+          "1_1_5",
+          "1_1_6",
+          "1_1_6",
+          "1_1_7",
+          "1_1_7",
+          "1_1_8",
+          "1_1_8",
+          "1_1_9",
+          "1_1_9",
+          "1_1_10",
+          "1_1_10",
+          "1_1_11",
+          "1_1_11",
+          "1_1_12",
+          "1_1_12",
+          "1_1_13",
+          "1_1_13",
+          "1_1_14",
+          "1_1_14",
+          "1_1_15",
+          "1_1_15",
+          "1_1_16",
+          "1_1_16",
+          "1_1_17",
+          "1_1_17",
+          "1_1_18",
+          "1_1_18",
+          "1_1_19",
+          "1_1_19",
+          "1_1_20",
+          "1_1_20",
+          "1_1_21",
+          "1_1_21",
+          "1_1_22",
+          "1_1_22",
+          "1_1_23",
+          "1_1_23",
+          "1_1_24",
+          "1_1_24",
+          "1_1_25",
+          "1_1_25",
+          "1_1_26",
+          "1_1_26",
+          "1_1_27",
+          "1_1_27",
+          "1_1_28",
+          "1_1_28",
+          "1_1_29",
+          "1_1_29",
+          "1_1_30",
+          "1_1_30",
+          "1_1_31",
+          "1_1_31",
+          "1_1_32",
+          "1_1_32",
+          "1_1_33",
+          "1_1_33",
+          "1_1_34",
+          "1_1_34",
+          "1_1_35",
+          "1_1_35",
+          "1_1_36",
+          "1_1_36",
+          "1_1_37",
+          "1_1_37",
+          "1_1_38",
+          "1_1_38",
+          "1_1_39",
+          "1_1_39",
+          "1_1_40",
+          "1_1_40",
+          "1_1_41",
+          "1_1_41",
+          "1_1_42",
+          "1_1_42",
+          "1_1_43",
+          "1_1_43",
+          "1_1_44",
+          "1_1_44",
+          "1_1_45",
+          "1_1_45",
+          "1_1_46",
+          "1_1_46",
+          "1_1_47",
+          "1_1_47",
+          "1_1_48",
+          "1_1_48",
+          "1_1_49",
+          "1_1_49",
+          "1_1_50",
+          "1_1_50",
+          "1_1_51",
+          "1_1_51",
+          "1_1_52",
+          "1_1_52",
+          "1_1_53",
+          "1_1_53",
+          "1_1_54",
+          "1_1_54",
+          "1_1_55",
+          "1_1_55",
+          "1_1_56",
+          "1_1_56",
+          "1_1_57",
+          "1_1_57",
+          "1_1_58",
+          "1_1_58",
+          "1_1_59",
+          "1_1_59",
+          "1_1_60",
+          "1_1_60",
+          "1_1_61",
+          "1_1_61",
+          "1_1_62",
+          "1_1_62",
+          "1_1_63",
+          "1_1_63",
+          "1_1_64",
+          "1_1_64",
+          "1_1_65",
+          "1_1_65",
+          "1_1_66",
+          "1_1_66",
+          "1_1_67",
+          "1_1_67",
+          "1_1_68",
+          "1_1_68",
+          "1_1_69",
+          "1_1_69",
+          "1_1_70",
+          "1_1_70",
+          "1_1_71",
+          "1_1_71",
+          "1_1_72",
+          "1_1_72",
+          "1_1_73",
+          "1_1_73",
+          "1_1_74",
+          "1_1_74",
+          "1_1_75",
+          "1_1_75",
+          "1_1_76",
+          "1_1_76",
+          "1_1_77",
+          "1_1_77",
+          "1_1_78",
+          "1_1_78",
+          "1_1_79",
+          "1_1_79",
+          "1_1_80",
+          "1_1_80",
+          "1_1_81",
+          "1_1_81",
+          "1_1_82",
+          "1_1_82",
+          "1_1_83",
+          "1_1_83",
+          "1_1_84",
+          "1_1_84",
+          "1_1_85",
+          "1_1_85",
+          "1_1_86",
+          "1_1_86",
+          "1_1_87",
+          "1_1_87",
+          "1_1_88",
+          "1_1_88",
+          "1_1_89",
+          "1_1_89",
+          "1_1_90",
+          "1_1_90",
+          "1_1_91",
+          "1_1_91",
+          "1_1_92",
+          "1_1_92",
+          "1_1_93",
+          "1_1_93",
+          "1_1_94",
+          "1_1_94",
+          "1_1_95",
+          "1_1_95",
+          "1_1_96",
+          "1_1_96",
+          "1_1_97",
+          "1_1_97",
+          "1_1_98",
+          "1_1_98",
+          "1_1_99",
+          "1_1_99",
+          "1_1_100",
+          "1_1_100",
+          "1_2_1",
+          "1_2_1",
+          "1_2_2",
+          "1_2_2",
+          "1_2_3",
+          "1_2_3",
+          "1_2_4",
+          "1_2_4",
+          "1_2_5",
+          "1_2_5",
+          "1_2_6",
+          "1_2_6",
+          "1_2_7",
+          "1_2_7",
+          "1_2_8",
+          "1_2_8",
+          "1_2_9",
+          "1_2_9",
+          "1_2_10",
+          "1_2_10",
+          "1_2_11",
+          "1_2_11",
+          "1_2_12",
+          "1_2_12",
+          "1_2_13",
+          "1_2_13",
+          "1_2_14",
+          "1_2_14",
+          "1_2_15",
+          "1_2_15",
+          "1_2_16",
+          "1_2_16",
+          "1_2_17",
+          "1_2_17",
+          "1_2_18",
+          "1_2_18",
+          "1_2_19",
+          "1_2_19",
+          "1_2_20",
+          "1_2_20",
+          "1_2_21",
+          "1_2_21",
+          "1_2_22",
+          "1_2_22",
+          "1_2_23",
+          "1_2_23",
+          "1_2_24",
+          "1_2_24",
+          "1_2_25",
+          "1_2_25",
+          "1_2_26",
+          "1_2_26",
+          "1_2_27",
+          "1_2_27",
+          "1_2_28",
+          "1_2_28",
+          "1_2_29",
+          "1_2_29",
+          "1_2_32",
+          "1_2_32",
+          "1_2_33",
+          "1_2_33",
+          "1_2_34",
+          "1_2_34",
+          "1_2_35",
+          "1_2_35",
+          "1_2_36",
+          "1_2_36",
+          "1_2_37",
+          "1_2_37",
+          "1_2_38",
+          "1_2_38",
+          "1_2_39",
+          "1_2_39",
+          "1_2_40",
+          "1_2_40",
+          "1_2_41",
+          "1_2_41",
+          "1_2_42",
+          "1_2_42",
+          "1_2_43",
+          "1_2_43",
+          "1_2_44",
+          "1_2_44",
+          "1_2_45",
+          "1_2_45",
+          "1_2_46",
+          "1_2_46",
+          "1_2_47",
+          "1_2_47",
+          "1_2_48",
+          "1_2_48",
+          "1_2_49",
+          "1_2_49",
+          "1_2_50",
+          "1_2_50",
+          "1_2_51",
+          "1_2_51",
+          "1_2_52",
+          "1_2_52",
+          "1_2_53",
+          "1_2_53",
+          "1_2_54",
+          "1_2_54",
+          "1_2_55",
+          "1_2_55",
+          "1_2_56",
+          "1_2_56",
+          "1_2_57",
+          "1_2_57",
+          "1_2_58",
+          "1_2_58",
+          "1_2_59",
+          "1_2_59",
+          "1_2_60",
+          "1_2_60",
+          "1_2_61",
+          "1_2_61",
+          "1_2_62",
+          "1_2_62",
+          "1_2_63",
+          "1_2_63",
+          "1_2_64",
+          "1_2_64",
+          "1_2_65",
+          "1_2_65",
+          "1_2_66",
+          "1_2_66",
+          "1_2_67",
+          "1_2_67",
+          "1_2_68",
+          "1_2_68",
+          "1_2_69",
+          "1_2_69",
+          "1_2_70",
+          "1_2_70",
+          "1_2_71",
+          "1_2_71",
+          "1_2_72",
+          "1_2_72",
+          "1_2_73",
+          "1_2_73",
+          "1_2_74",
+          "1_2_74",
+          "1_2_75",
+          "1_2_75",
+          "1_2_76",
+          "1_2_76",
+          "1_2_77",
+          "1_2_77",
+          "1_2_78",
+          "1_2_78",
+          "1_2_79",
+          "1_2_79",
+          "1_2_80",
+          "1_2_80",
+          "1_2_81",
+          "1_2_81",
+          "1_2_83",
+          "1_2_83",
+          "1_2_84",
+          "1_2_84",
+          "1_2_85",
+          "1_2_85",
+          "1_2_86",
+          "1_2_86",
+          "1_2_87",
+          "1_2_87",
+          "1_2_88",
+          "1_2_88",
+          "1_2_89",
+          "1_2_89",
+          "1_2_90",
+          "1_2_90",
+          "1_2_91",
+          "1_2_91",
+          "1_2_92",
+          "1_2_92",
+          "1_2_93",
+          "1_2_93",
+          "1_2_94",
+          "1_2_94",
+          "1_2_95",
+          "1_2_95",
+          "1_2_96",
+          "1_2_96",
+          "1_2_97",
+          "1_2_97",
+          "1_2_98",
+          "1_2_98",
+          "1_2_99",
+          "1_2_99",
+          "1_2_100",
+          "1_2_100",
+          "2_1_1",
+          "2_1_1",
+          "2_1_2",
+          "2_1_2",
+          "2_1_3",
+          "2_1_3",
+          "2_1_4",
+          "2_1_4",
+          "2_1_5",
+          "2_1_5",
+          "2_1_6",
+          "2_1_6",
+          "2_1_7",
+          "2_1_7",
+          "2_1_8",
+          "2_1_8",
+          "2_1_9",
+          "2_1_9",
+          "2_1_10",
+          "2_1_10",
+          "2_1_11",
+          "2_1_11",
+          "2_1_12",
+          "2_1_12",
+          "2_1_13",
+          "2_1_13",
+          "2_1_14",
+          "2_1_14",
+          "2_1_15",
+          "2_1_15",
+          "2_1_16",
+          "2_1_16",
+          "2_1_17",
+          "2_1_17",
+          "2_1_18",
+          "2_1_18",
+          "2_1_19",
+          "2_1_19",
+          "2_1_20",
+          "2_1_20",
+          "2_1_21",
+          "2_1_21",
+          "2_1_22",
+          "2_1_22",
+          "2_1_23",
+          "2_1_23",
+          "2_1_24",
+          "2_1_24",
+          "2_1_25",
+          "2_1_25",
+          "2_1_26",
+          "2_1_26",
+          "2_1_27",
+          "2_1_27",
+          "2_1_28",
+          "2_1_28",
+          "2_1_29",
+          "2_1_29",
+          "2_1_30",
+          "2_1_30",
+          "2_1_31",
+          "2_1_31",
+          "2_1_32",
+          "2_1_32",
+          "2_1_33",
+          "2_1_33",
+          "2_1_34",
+          "2_1_34",
+          "2_1_35",
+          "2_1_35",
+          "2_1_36",
+          "2_1_36",
+          "2_1_37",
+          "2_1_37",
+          "2_1_38",
+          "2_1_38",
+          "2_1_39",
+          "2_1_39",
+          "2_1_40",
+          "2_1_40",
+          "2_1_41",
+          "2_1_41",
+          "2_1_42",
+          "2_1_42",
+          "2_1_43",
+          "2_1_43",
+          "2_1_44",
+          "2_1_44",
+          "2_1_45",
+          "2_1_45",
+          "2_1_46",
+          "2_1_46",
+          "2_1_47",
+          "2_1_47",
+          "2_1_48",
+          "2_1_48",
+          "2_1_49",
+          "2_1_49",
+          "2_1_50",
+          "2_1_50",
+          "2_1_51",
+          "2_1_51",
+          "2_1_52",
+          "2_1_52",
+          "2_1_53",
+          "2_1_53",
+          "2_1_54",
+          "2_1_54",
+          "2_1_55",
+          "2_1_55",
+          "2_1_56",
+          "2_1_56",
+          "2_1_57",
+          "2_1_57",
+          "2_1_58",
+          "2_1_58",
+          "2_1_59",
+          "2_1_59",
+          "2_1_60",
+          "2_1_60",
+          "2_1_61",
+          "2_1_61",
+          "2_1_62",
+          "2_1_62",
+          "2_1_63",
+          "2_1_63",
+          "2_1_64",
+          "2_1_64",
+          "2_1_65",
+          "2_1_65",
+          "2_1_66",
+          "2_1_66",
+          "2_1_67",
+          "2_1_67",
+          "2_1_68",
+          "2_1_68",
+          "2_1_69",
+          "2_1_69",
+          "2_1_70",
+          "2_1_70",
+          "2_1_71",
+          "2_1_71",
+          "2_1_72",
+          "2_1_72",
+          "2_1_73",
+          "2_1_73",
+          "2_1_74",
+          "2_1_74",
+          "2_1_75",
+          "2_1_75",
+          "2_1_76",
+          "2_1_76",
+          "2_1_77",
+          "2_1_77",
+          "2_1_78",
+          "2_1_78",
+          "2_1_79",
+          "2_1_79",
+          "2_1_80",
+          "2_1_80",
+          "2_1_81",
+          "2_1_81",
+          "2_1_82",
+          "2_1_82",
+          "2_1_83",
+          "2_1_83",
+          "2_1_84",
+          "2_1_84",
+          "2_1_85",
+          "2_1_85",
+          "2_1_86",
+          "2_1_86",
+          "2_1_87",
+          "2_1_87",
+          "2_1_88",
+          "2_1_88",
+          "2_1_89",
+          "2_1_89",
+          "2_1_90",
+          "2_1_90",
+          "2_1_91",
+          "2_1_91",
+          "2_1_92",
+          "2_1_92",
+          "2_1_93",
+          "2_1_93",
+          "2_1_94",
+          "2_1_94",
+          "2_1_95",
+          "2_1_95",
+          "2_1_96",
+          "2_1_96",
+          "2_1_97",
+          "2_1_97",
+          "2_1_98",
+          "2_1_98",
+          "2_1_99",
+          "2_1_99",
+          "2_1_100",
+          "2_1_100",
+          "2_2_1",
+          "2_2_1",
+          "2_2_2",
+          "2_2_2",
+          "2_2_3",
+          "2_2_3",
+          "2_2_4",
+          "2_2_4",
+          "2_2_5",
+          "2_2_5",
+          "2_2_6",
+          "2_2_6",
+          "2_2_7",
+          "2_2_7",
+          "2_2_8",
+          "2_2_8",
+          "2_2_9",
+          "2_2_9",
+          "2_2_10",
+          "2_2_10",
+          "2_2_11",
+          "2_2_11",
+          "2_2_12",
+          "2_2_12",
+          "2_2_13",
+          "2_2_13",
+          "2_2_14",
+          "2_2_14",
+          "2_2_15",
+          "2_2_15",
+          "2_2_16",
+          "2_2_16",
+          "2_2_17",
+          "2_2_17",
+          "2_2_18",
+          "2_2_18",
+          "2_2_19",
+          "2_2_19",
+          "2_2_20",
+          "2_2_20",
+          "2_2_21",
+          "2_2_21",
+          "2_2_22",
+          "2_2_22",
+          "2_2_23",
+          "2_2_23",
+          "2_2_25",
+          "2_2_25",
+          "2_2_26",
+          "2_2_26",
+          "2_2_27",
+          "2_2_27",
+          "2_2_28",
+          "2_2_28",
+          "2_2_29",
+          "2_2_29",
+          "2_2_30",
+          "2_2_30",
+          "2_2_31",
+          "2_2_31",
+          "2_2_32",
+          "2_2_32",
+          "2_2_33",
+          "2_2_33",
+          "2_2_34",
+          "2_2_34",
+          "2_2_35",
+          "2_2_35",
+          "2_2_36",
+          "2_2_36",
+          "2_2_37",
+          "2_2_37",
+          "2_2_38",
+          "2_2_38",
+          "2_2_39",
+          "2_2_39",
+          "2_2_40",
+          "2_2_40",
+          "2_2_41",
+          "2_2_41",
+          "2_2_42",
+          "2_2_42",
+          "2_2_43",
+          "2_2_43",
+          "2_2_44",
+          "2_2_44",
+          "2_2_45",
+          "2_2_45",
+          "2_2_46",
+          "2_2_46",
+          "2_2_47",
+          "2_2_47",
+          "2_2_48",
+          "2_2_48",
+          "2_2_49",
+          "2_2_49",
+          "2_2_50",
+          "2_2_50",
+          "2_2_51",
+          "2_2_51",
+          "2_2_52",
+          "2_2_52",
+          "2_2_53",
+          "2_2_53",
+          "2_2_54",
+          "2_2_54",
+          "2_2_55",
+          "2_2_55",
+          "2_2_56",
+          "2_2_56",
+          "2_2_57",
+          "2_2_57",
+          "2_2_58",
+          "2_2_58",
+          "2_2_59",
+          "2_2_59",
+          "2_2_60",
+          "2_2_60",
+          "2_2_61",
+          "2_2_61",
+          "2_2_62",
+          "2_2_62",
+          "2_2_63",
+          "2_2_63",
+          "2_2_64",
+          "2_2_64",
+          "2_2_65",
+          "2_2_65",
+          "2_2_66",
+          "2_2_66",
+          "2_2_67",
+          "2_2_67",
+          "2_2_68",
+          "2_2_68",
+          "2_2_69",
+          "2_2_69",
+          "2_2_70",
+          "2_2_70",
+          "2_2_71",
+          "2_2_71",
+          "2_2_72",
+          "2_2_72",
+          "2_2_73",
+          "2_2_73",
+          "2_2_75",
+          "2_2_75",
+          "2_2_76",
+          "2_2_76",
+          "2_2_77",
+          "2_2_77",
+          "2_2_79",
+          "2_2_79",
+          "2_2_80",
+          "2_2_80",
+          "2_2_81",
+          "2_2_81",
+          "2_2_82",
+          "2_2_82",
+          "2_2_83",
+          "2_2_83",
+          "2_2_84",
+          "2_2_84",
+          "2_2_85",
+          "2_2_85",
+          "2_2_86",
+          "2_2_86",
+          "2_2_87",
+          "2_2_87",
+          "2_2_88",
+          "2_2_88",
+          "2_2_89",
+          "2_2_89",
+          "2_2_90",
+          "2_2_90",
+          "2_2_91",
+          "2_2_91",
+          "2_2_92",
+          "2_2_92",
+          "2_2_93",
+          "2_2_93",
+          "2_2_94",
+          "2_2_94",
+          "2_2_95",
+          "2_2_95",
+          "2_2_96",
+          "2_2_96",
+          "2_2_97",
+          "2_2_97",
+          "2_2_98",
+          "2_2_98",
+          "2_2_99",
+          "2_2_99",
+          "2_2_100",
+          "2_2_100",
+          "3_1_1",
+          "3_1_1",
+          "3_1_2",
+          "3_1_2",
+          "3_1_3",
+          "3_1_3",
+          "3_1_4",
+          "3_1_4",
+          "3_1_5",
+          "3_1_5",
+          "3_1_6",
+          "3_1_6",
+          "3_1_7",
+          "3_1_7",
+          "3_1_8",
+          "3_1_8",
+          "3_1_9",
+          "3_1_9",
+          "3_1_10",
+          "3_1_10",
+          "3_1_11",
+          "3_1_11",
+          "3_1_12",
+          "3_1_12",
+          "3_1_13",
+          "3_1_13",
+          "3_1_14",
+          "3_1_14",
+          "3_1_15",
+          "3_1_15",
+          "3_1_16",
+          "3_1_16",
+          "3_1_17",
+          "3_1_17",
+          "3_1_18",
+          "3_1_18",
+          "3_1_19",
+          "3_1_19",
+          "3_1_20",
+          "3_1_20",
+          "3_1_21",
+          "3_1_21",
+          "3_1_22",
+          "3_1_22",
+          "3_1_23",
+          "3_1_23",
+          "3_1_24",
+          "3_1_24",
+          "3_1_25",
+          "3_1_25",
+          "3_1_26",
+          "3_1_26",
+          "3_1_27",
+          "3_1_27",
+          "3_1_28",
+          "3_1_28",
+          "3_1_29",
+          "3_1_29",
+          "3_1_30",
+          "3_1_30",
+          "3_1_31",
+          "3_1_31",
+          "3_1_32",
+          "3_1_32",
+          "3_1_33",
+          "3_1_33",
+          "3_1_34",
+          "3_1_34",
+          "3_1_35",
+          "3_1_35",
+          "3_1_36",
+          "3_1_36",
+          "3_1_37",
+          "3_1_37",
+          "3_1_38",
+          "3_1_38",
+          "3_1_39",
+          "3_1_39",
+          "3_1_40",
+          "3_1_40",
+          "3_1_41",
+          "3_1_41",
+          "3_1_42",
+          "3_1_42",
+          "3_1_43",
+          "3_1_43",
+          "3_1_44",
+          "3_1_44",
+          "3_1_45",
+          "3_1_45",
+          "3_1_46",
+          "3_1_46",
+          "3_1_47",
+          "3_1_47",
+          "3_1_48",
+          "3_1_48",
+          "3_1_49",
+          "3_1_49",
+          "3_1_50",
+          "3_1_50",
+          "3_1_51",
+          "3_1_51",
+          "3_1_52",
+          "3_1_52",
+          "3_1_53",
+          "3_1_53",
+          "3_1_55",
+          "3_1_55",
+          "3_1_56",
+          "3_1_56",
+          "3_1_57",
+          "3_1_57",
+          "3_1_58",
+          "3_1_58",
+          "3_1_59",
+          "3_1_59",
+          "3_1_60",
+          "3_1_60",
+          "3_1_61",
+          "3_1_61",
+          "3_1_62",
+          "3_1_62",
+          "3_1_63",
+          "3_1_63",
+          "3_1_64",
+          "3_1_64",
+          "3_1_65",
+          "3_1_65",
+          "3_1_66",
+          "3_1_66",
+          "3_1_67",
+          "3_1_67",
+          "3_1_68",
+          "3_1_68",
+          "3_1_69",
+          "3_1_69",
+          "3_1_70",
+          "3_1_70",
+          "3_1_71",
+          "3_1_71",
+          "3_1_72",
+          "3_1_72",
+          "3_1_73",
+          "3_1_73",
+          "3_1_74",
+          "3_1_74",
+          "3_1_75",
+          "3_1_75",
+          "3_1_76",
+          "3_1_76",
+          "3_1_77",
+          "3_1_77",
+          "3_1_78",
+          "3_1_78",
+          "3_1_79",
+          "3_1_79",
+          "3_1_80",
+          "3_1_80",
+          "3_1_81",
+          "3_1_81",
+          "3_1_82",
+          "3_1_82",
+          "3_1_83",
+          "3_1_83",
+          "3_1_84",
+          "3_1_84",
+          "3_1_85",
+          "3_1_85",
+          "3_1_86",
+          "3_1_86",
+          "3_1_87",
+          "3_1_87",
+          "3_1_88",
+          "3_1_88",
+          "3_1_89",
+          "3_1_89",
+          "3_1_91",
+          "3_1_91",
+          "3_1_92",
+          "3_1_92",
+          "3_1_93",
+          "3_1_93",
+          "3_1_94",
+          "3_1_94",
+          "3_1_95",
+          "3_1_95",
+          "3_1_96",
+          "3_1_96",
+          "3_1_97",
+          "3_1_97",
+          "3_1_99",
+          "3_1_99",
+          "3_1_100",
+          "3_1_100",
+          "3_2_1",
+          "3_2_1",
+          "3_2_2",
+          "3_2_2",
+          "3_2_3",
+          "3_2_3",
+          "3_2_4",
+          "3_2_4",
+          "3_2_5",
+          "3_2_5",
+          "3_2_6",
+          "3_2_6",
+          "3_2_7",
+          "3_2_7",
+          "3_2_8",
+          "3_2_8",
+          "3_2_9",
+          "3_2_9",
+          "3_2_10",
+          "3_2_10",
+          "3_2_11",
+          "3_2_11",
+          "3_2_12",
+          "3_2_12",
+          "3_2_13",
+          "3_2_13",
+          "3_2_14",
+          "3_2_14",
+          "3_2_15",
+          "3_2_15",
+          "3_2_16",
+          "3_2_16",
+          "3_2_17",
+          "3_2_17",
+          "3_2_18",
+          "3_2_18",
+          "3_2_19",
+          "3_2_19",
+          "3_2_20",
+          "3_2_20",
+          "3_2_21",
+          "3_2_21",
+          "3_2_22",
+          "3_2_22",
+          "3_2_23",
+          "3_2_23",
+          "3_2_24",
+          "3_2_24",
+          "3_2_25",
+          "3_2_25",
+          "3_2_26",
+          "3_2_26",
+          "3_2_27",
+          "3_2_27",
+          "3_2_28",
+          "3_2_28",
+          "3_2_29",
+          "3_2_29",
+          "3_2_30",
+          "3_2_30",
+          "3_2_31",
+          "3_2_31",
+          "3_2_33",
+          "3_2_33",
+          "3_2_34",
+          "3_2_34",
+          "3_2_35",
+          "3_2_35",
+          "3_2_36",
+          "3_2_36",
+          "3_2_37",
+          "3_2_37",
+          "3_2_38",
+          "3_2_38",
+          "3_2_39",
+          "3_2_39",
+          "3_2_40",
+          "3_2_40",
+          "3_2_41",
+          "3_2_41",
+          "3_2_42",
+          "3_2_42",
+          "3_2_43",
+          "3_2_43",
+          "3_2_44",
+          "3_2_44",
+          "3_2_45",
+          "3_2_45",
+          "3_2_46",
+          "3_2_46",
+          "3_2_47",
+          "3_2_47",
+          "3_2_48",
+          "3_2_48",
+          "3_2_49",
+          "3_2_49",
+          "3_2_50",
+          "3_2_50",
+          "3_2_51",
+          "3_2_51",
+          "3_2_52",
+          "3_2_52",
+          "3_2_53",
+          "3_2_53",
+          "3_2_54",
+          "3_2_54",
+          "3_2_55",
+          "3_2_55",
+          "3_2_56",
+          "3_2_56",
+          "3_2_57",
+          "3_2_57",
+          "3_2_58",
+          "3_2_58",
+          "3_2_59",
+          "3_2_59",
+          "3_2_60",
+          "3_2_60",
+          "3_2_61",
+          "3_2_61",
+          "3_2_62",
+          "3_2_62",
+          "3_2_63",
+          "3_2_63",
+          "3_2_64",
+          "3_2_64",
+          "3_2_65",
+          "3_2_65",
+          "3_2_66",
+          "3_2_66",
+          "3_2_67",
+          "3_2_67",
+          "3_2_68",
+          "3_2_68",
+          "3_2_69",
+          "3_2_69",
+          "3_2_70",
+          "3_2_70",
+          "3_2_71",
+          "3_2_71",
+          "3_2_72",
+          "3_2_72",
+          "3_2_73",
+          "3_2_73",
+          "3_2_74",
+          "3_2_74",
+          "3_2_75",
+          "3_2_75",
+          "3_2_76",
+          "3_2_76",
+          "3_2_77",
+          "3_2_77",
+          "3_2_78",
+          "3_2_78",
+          "3_2_79",
+          "3_2_79",
+          "3_2_80",
+          "3_2_80",
+          "3_2_81",
+          "3_2_81",
+          "3_2_82",
+          "3_2_82",
+          "3_2_83",
+          "3_2_83",
+          "3_2_84",
+          "3_2_84",
+          "3_2_85",
+          "3_2_85",
+          "3_2_86",
+          "3_2_86",
+          "3_2_87",
+          "3_2_87",
+          "3_2_88",
+          "3_2_88",
+          "3_2_89",
+          "3_2_89",
+          "3_2_90",
+          "3_2_90",
+          "3_2_91",
+          "3_2_91",
+          "3_2_92",
+          "3_2_92",
+          "3_2_93",
+          "3_2_93",
+          "3_2_94",
+          "3_2_94",
+          "3_2_95",
+          "3_2_95",
+          "3_2_96",
+          "3_2_96",
+          "3_2_97",
+          "3_2_97",
+          "3_2_98",
+          "3_2_98",
+          "3_2_99",
+          "3_2_99",
+          "3_2_100",
+          "3_2_100",
+          "4_1_1",
+          "4_1_1",
+          "4_1_2",
+          "4_1_2",
+          "4_1_3",
+          "4_1_3",
+          "4_1_4",
+          "4_1_4",
+          "4_1_5",
+          "4_1_5",
+          "4_1_6",
+          "4_1_6",
+          "4_1_7",
+          "4_1_7",
+          "4_1_8",
+          "4_1_8",
+          "4_1_9",
+          "4_1_9",
+          "4_1_10",
+          "4_1_10",
+          "4_1_11",
+          "4_1_11",
+          "4_1_12",
+          "4_1_12",
+          "4_1_14",
+          "4_1_14",
+          "4_1_15",
+          "4_1_15",
+          "4_1_16",
+          "4_1_16",
+          "4_1_17",
+          "4_1_17",
+          "4_1_18",
+          "4_1_18",
+          "4_1_19",
+          "4_1_19",
+          "4_1_20",
+          "4_1_20",
+          "4_1_21",
+          "4_1_21",
+          "4_1_22",
+          "4_1_22",
+          "4_1_23",
+          "4_1_23",
+          "4_1_24",
+          "4_1_24",
+          "4_1_25",
+          "4_1_25",
+          "4_1_26",
+          "4_1_26",
+          "4_1_27",
+          "4_1_27",
+          "4_1_28",
+          "4_1_28",
+          "4_1_29",
+          "4_1_29",
+          "4_1_30",
+          "4_1_30",
+          "4_1_31",
+          "4_1_31",
+          "4_1_33",
+          "4_1_33",
+          "4_1_34",
+          "4_1_34",
+          "4_1_35",
+          "4_1_35",
+          "4_1_36",
+          "4_1_36",
+          "4_1_37",
+          "4_1_37",
+          "4_1_38",
+          "4_1_38",
+          "4_1_39",
+          "4_1_39",
+          "4_1_41",
+          "4_1_41",
+          "4_1_42",
+          "4_1_42",
+          "4_1_43",
+          "4_1_43",
+          "4_1_44",
+          "4_1_44",
+          "4_1_45",
+          "4_1_45",
+          "4_1_46",
+          "4_1_46",
+          "4_1_47",
+          "4_1_47",
+          "4_1_48",
+          "4_1_48",
+          "4_1_49",
+          "4_1_49",
+          "4_1_50",
+          "4_1_50",
+          "4_1_51",
+          "4_1_51",
+          "4_1_52",
+          "4_1_52",
+          "4_1_53",
+          "4_1_53",
+          "4_1_54",
+          "4_1_54",
+          "4_1_55",
+          "4_1_55",
+          "4_1_56",
+          "4_1_56",
+          "4_1_57",
+          "4_1_57",
+          "4_1_58",
+          "4_1_58",
+          "4_1_59",
+          "4_1_59",
+          "4_1_60",
+          "4_1_60",
+          "4_1_61",
+          "4_1_61",
+          "4_1_62",
+          "4_1_62",
+          "4_1_63",
+          "4_1_63",
+          "4_1_64",
+          "4_1_64",
+          "4_1_65",
+          "4_1_65",
+          "4_1_66",
+          "4_1_66",
+          "4_1_67",
+          "4_1_67",
+          "4_1_68",
+          "4_1_68",
+          "4_1_69",
+          "4_1_69",
+          "4_1_70",
+          "4_1_70",
+          "4_1_71",
+          "4_1_71",
+          "4_1_72",
+          "4_1_72",
+          "4_1_73",
+          "4_1_73",
+          "4_1_74",
+          "4_1_74",
+          "4_1_75",
+          "4_1_75",
+          "4_1_76",
+          "4_1_76",
+          "4_1_77",
+          "4_1_77",
+          "4_1_78",
+          "4_1_78",
+          "4_1_79",
+          "4_1_79",
+          "4_1_80",
+          "4_1_80",
+          "4_1_81",
+          "4_1_81",
+          "4_1_82",
+          "4_1_82",
+          "4_1_83",
+          "4_1_83",
+          "4_1_84",
+          "4_1_84",
+          "4_1_85",
+          "4_1_85",
+          "4_1_86",
+          "4_1_86",
+          "4_1_87",
+          "4_1_87",
+          "4_1_88",
+          "4_1_88",
+          "4_1_89",
+          "4_1_89",
+          "4_1_90",
+          "4_1_90",
+          "4_1_92",
+          "4_1_92",
+          "4_1_93",
+          "4_1_93",
+          "4_1_94",
+          "4_1_94",
+          "4_1_95",
+          "4_1_95",
+          "4_1_96",
+          "4_1_96",
+          "4_1_97",
+          "4_1_97",
+          "4_1_98",
+          "4_1_98",
+          "4_1_99",
+          "4_1_99",
+          "4_1_100",
+          "4_1_100",
+          "4_2_1",
+          "4_2_1",
+          "4_2_2",
+          "4_2_2",
+          "4_2_3",
+          "4_2_3",
+          "4_2_4",
+          "4_2_4",
+          "4_2_5",
+          "4_2_5",
+          "4_2_6",
+          "4_2_6",
+          "4_2_7",
+          "4_2_7",
+          "4_2_8",
+          "4_2_8",
+          "4_2_9",
+          "4_2_9",
+          "4_2_10",
+          "4_2_10",
+          "4_2_11",
+          "4_2_11",
+          "4_2_13",
+          "4_2_13",
+          "4_2_14",
+          "4_2_14",
+          "4_2_15",
+          "4_2_15",
+          "4_2_16",
+          "4_2_16",
+          "4_2_17",
+          "4_2_17",
+          "4_2_18",
+          "4_2_18",
+          "4_2_19",
+          "4_2_19",
+          "4_2_20",
+          "4_2_20",
+          "4_2_21",
+          "4_2_21",
+          "4_2_22",
+          "4_2_22",
+          "4_2_23",
+          "4_2_23",
+          "4_2_24",
+          "4_2_24",
+          "4_2_25",
+          "4_2_25",
+          "4_2_26",
+          "4_2_26",
+          "4_2_27",
+          "4_2_27",
+          "4_2_28",
+          "4_2_28",
+          "4_2_30",
+          "4_2_30",
+          "4_2_31",
+          "4_2_31",
+          "4_2_32",
+          "4_2_32",
+          "4_2_33",
+          "4_2_33",
+          "4_2_34",
+          "4_2_34",
+          "4_2_35",
+          "4_2_35",
+          "4_2_36",
+          "4_2_36",
+          "4_2_37",
+          "4_2_37",
+          "4_2_38",
+          "4_2_38",
+          "4_2_39",
+          "4_2_39",
+          "4_2_40",
+          "4_2_40",
+          "4_2_41",
+          "4_2_41",
+          "4_2_42",
+          "4_2_42",
+          "4_2_43",
+          "4_2_43",
+          "4_2_44",
+          "4_2_44",
+          "4_2_45",
+          "4_2_45",
+          "4_2_46",
+          "4_2_46",
+          "4_2_47",
+          "4_2_47",
+          "4_2_48",
+          "4_2_48",
+          "4_2_49",
+          "4_2_49",
+          "4_2_50",
+          "4_2_50",
+          "4_2_51",
+          "4_2_51",
+          "4_2_52",
+          "4_2_52",
+          "4_2_53",
+          "4_2_53",
+          "4_2_54",
+          "4_2_54",
+          "4_2_55",
+          "4_2_55",
+          "4_2_56",
+          "4_2_56",
+          "4_2_57",
+          "4_2_57",
+          "4_2_58",
+          "4_2_58",
+          "4_2_59",
+          "4_2_59",
+          "4_2_60",
+          "4_2_60",
+          "4_2_61",
+          "4_2_61",
+          "4_2_62",
+          "4_2_62",
+          "4_2_63",
+          "4_2_63",
+          "4_2_64",
+          "4_2_64",
+          "4_2_65",
+          "4_2_65",
+          "4_2_66",
+          "4_2_66",
+          "4_2_67",
+          "4_2_67",
+          "4_2_68",
+          "4_2_68",
+          "4_2_69",
+          "4_2_69",
+          "4_2_70",
+          "4_2_70",
+          "4_2_71",
+          "4_2_71",
+          "4_2_72",
+          "4_2_72",
+          "4_2_73",
+          "4_2_73",
+          "4_2_74",
+          "4_2_74",
+          "4_2_76",
+          "4_2_76",
+          "4_2_77",
+          "4_2_77",
+          "4_2_78",
+          "4_2_78",
+          "4_2_79",
+          "4_2_79",
+          "4_2_80",
+          "4_2_80",
+          "4_2_81",
+          "4_2_81",
+          "4_2_82",
+          "4_2_82",
+          "4_2_83",
+          "4_2_83",
+          "4_2_84",
+          "4_2_84",
+          "4_2_85",
+          "4_2_85",
+          "4_2_86",
+          "4_2_86",
+          "4_2_87",
+          "4_2_87",
+          "4_2_88",
+          "4_2_88",
+          "4_2_89",
+          "4_2_89",
+          "4_2_90",
+          "4_2_90",
+          "4_2_91",
+          "4_2_91",
+          "4_2_92",
+          "4_2_92",
+          "4_2_93",
+          "4_2_93",
+          "4_2_94",
+          "4_2_94",
+          "4_2_95",
+          "4_2_95",
+          "4_2_96",
+          "4_2_96",
+          "4_2_97",
+          "4_2_97",
+          "4_2_98",
+          "4_2_98",
+          "4_2_99",
+          "4_2_99",
+          "4_2_100",
+          "4_2_100"
+         ],
+         "xaxis": "x2",
+         "y": [
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0,
+          0.0
          ],
-         "hovertemplate": "<b>mR</b> = %{y:.3f}<br>Cell: %{customdata[0]}<br>Time: %{customdata[1]}<br>Obs:  %{customdata[2]}<extra></extra>",
-         "line": {
-          "color": "#3366CC",
-          "width": 1.5
-         },
-         "marker": {
-          "color": "#3366CC",
-          "size": 5
-         },
-         "mode": "lines+markers",
-         "name": "mR",
-         "opacity": 1.0,
-         "showlegend": false,
-         "type": "scatter",
-         "x": {
-          "bdata": "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",
-          "dtype": "i2"
-         },
-         "xaxis": "x2",
-         "y": {
-          "bdata": "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",
-          "dtype": "f8"
-         },
          "yaxis": "y2"
         },
         {
@@ -181086,13 +132377,26 @@
          "name": "Signal",
          "showlegend": false,
          "type": "scatter",
-         "x": {
-          "bdata": "LwA0ADgAaABxAJUAmwD0AEUBSQF4AaMBpgGnATgCOQJOAlcCtgI0AzcDsAO4A/YD/wMCBDoEqARSBWEFcQWMBZwF6QX1BfYFEgZeBmAGpwa+BsQG6wbwBvwGBAc4B04HUQdtB24HcQdyB3QHoAelB9YH6QfuB+8HFwg5CDoIPQg+CHUIrwjwCAUJaAnQCeMJ9gkEChAKVgpiCmUKaQqmCucKAQsHC1ELdAs=",
-          "dtype": "i2"
-         },
+         "x": [
+          "1_1_15",
+          "1_2_14",
+          "1_2_15",
+          "1_2_54",
+          "2_1_50",
+          "2_2_58",
+          "2_2_61",
+          "2_2_79",
+          "3_1_65",
+          "3_1_71",
+          "3_2_1",
+          "3_2_2",
+          "3_2_53",
+          "3_2_54",
+          "4_2_40"
+         ],
          "xaxis": "x2",
          "y": {
-          "bdata": "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",
+          "bdata": "hetRuB6FAUDXo3A9CtcFQJqZmZmZmQVAXI/C9ShcCUBmZmZmZmYCQIXrUbgehQVAcT0K16NwA0DD9Shcj8IBQK5H4XoUrgFACtejcD0KB0AzMzMzMzMDQDMzMzMzMwlAH4XrUbgeCUCPwvUoXI8IQOxRuB6F6wtA",
           "dtype": "f8"
          },
          "yaxis": "y2"
@@ -181105,7 +132409,7 @@
            "size": 16
           },
           "showarrow": false,
-          "text": "Individuals Chart",
+          "text": "X̄",
           "x": 0.225,
           "xanchor": "center",
           "xref": "paper",
@@ -181118,7 +132422,7 @@
            "size": 16
           },
           "showarrow": false,
-          "text": "mR",
+          "text": "S",
           "x": 0.775,
           "xanchor": "center",
           "xref": "paper",
@@ -181133,7 +132437,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL = 240.8 | CL = 237.8 | LPL = 234.9",
+          "text": "CL = 237.8",
           "x": 1.0,
           "xanchor": "right",
           "xref": "x domain",
@@ -181141,97 +132445,6 @@
           "yanchor": "top",
           "yref": "y domain"
          },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "1_2",
-          "x": 376,
-          "xref": "x",
-          "y": 245.5035,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "2_1",
-          "x": 756,
-          "xref": "x",
-          "y": 245.5035,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "2_2",
-          "x": 1145,
-          "xref": "x",
-          "y": 245.5035,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "3_1",
-          "x": 1525,
-          "xref": "x",
-          "y": 245.5035,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "3_2",
-          "x": 1901,
-          "xref": "x",
-          "y": 245.5035,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "4_1",
-          "x": 2288,
-          "xref": "x",
-          "y": 245.5035,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "4_2",
-          "x": 2665,
-          "xref": "x",
-          "y": 245.5035,
-          "yanchor": "bottom",
-          "yref": "y"
-         },
          {
           "bgcolor": "rgba(255,255,255,0.7)",
           "font": {
@@ -181239,312 +132452,13 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL = 3.620 | CL = 1.110 | LPL = 0.000",
+          "text": "CL = 1.040",
           "x": 1.0,
           "xanchor": "right",
           "xref": "x2 domain",
           "y": 1.0,
           "yanchor": "top",
           "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "1_2",
-          "x": 375,
-          "xref": "x2",
-          "y": 11.6655,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "2_1",
-          "x": 755,
-          "xref": "x2",
-          "y": 11.6655,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "2_2",
-          "x": 1144,
-          "xref": "x2",
-          "y": 11.6655,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "3_1",
-          "x": 1524,
-          "xref": "x2",
-          "y": 11.6655,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "3_2",
-          "x": 1900,
-          "xref": "x2",
-          "y": 11.6655,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "4_1",
-          "x": 2287,
-          "xref": "x2",
-          "y": 11.6655,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "color": "#888888",
-           "size": 8
-          },
-          "showarrow": false,
-          "text": "4_2",
-          "x": 2664,
-          "xref": "x2",
-          "y": 11.6655,
-          "yanchor": "bottom",
-          "yref": "y2"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>1_1</b>",
-          "x": 188,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>1_2</b>",
-          "x": 566,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>2_1</b>",
-          "x": 950,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>2_2</b>",
-          "x": 1335,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>3_1</b>",
-          "x": 1713,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>3_2</b>",
-          "x": 2094,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>4_1</b>",
-          "x": 2476,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>4_2</b>",
-          "x": 2853,
-          "xanchor": "center",
-          "xref": "x",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>1_1</b>",
-          "x": 187,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>1_2</b>",
-          "x": 565,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>2_1</b>",
-          "x": 949,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>2_2</b>",
-          "x": 1334,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>3_1</b>",
-          "x": 1712,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>3_2</b>",
-          "x": 2093,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>4_1</b>",
-          "x": 2475,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
-         },
-         {
-          "font": {
-           "size": 10
-          },
-          "showarrow": false,
-          "text": "<b>4_2</b>",
-          "x": 2852,
-          "xanchor": "center",
-          "xref": "x2",
-          "y": -0.3,
-          "yanchor": "top",
-          "yref": "y2 domain"
          }
         ],
         "font": {
@@ -181555,39 +132469,11 @@
         "height": 450,
         "hovermode": "closest",
         "margin": {
-         "b": 160
+         "b": 100
         },
         "paper_bgcolor": "white",
         "plot_bgcolor": "#EBEBEB",
         "shapes": [
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 240.76,
-          "y1": 240.76,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x domain",
-          "y0": 234.86,
-          "y1": 234.86,
-          "yref": "y"
-         },
          {
           "line": {
            "color": "#33A02C",
@@ -181598,136 +132484,10 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 237.81,
-          "y1": 237.81,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 376,
-          "x1": 376,
-          "xref": "x",
-          "y0": 226.72650000000002,
-          "y1": 245.5035,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 756,
-          "x1": 756,
-          "xref": "x",
-          "y0": 226.72650000000002,
-          "y1": 245.5035,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1145,
-          "x1": 1145,
-          "xref": "x",
-          "y0": 226.72650000000002,
-          "y1": 245.5035,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1525,
-          "x1": 1525,
-          "xref": "x",
-          "y0": 226.72650000000002,
-          "y1": 245.5035,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1901,
-          "x1": 1901,
-          "xref": "x",
-          "y0": 226.72650000000002,
-          "y1": 245.5035,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 2288,
-          "x1": 2288,
-          "xref": "x",
-          "y0": 226.72650000000002,
-          "y1": 245.5035,
-          "yref": "y"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 2665,
-          "x1": 2665,
-          "xref": "x",
-          "y0": 226.72650000000002,
-          "y1": 245.5035,
+          "y0": 237.83,
+          "y1": 237.83,
           "yref": "y"
          },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x2 domain",
-          "y0": 3.62,
-          "y1": 3.62,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#E31A1C",
-           "dash": "dash",
-           "width": 1.2
-          },
-          "type": "line",
-          "x0": 0,
-          "x1": 1,
-          "xref": "x2 domain",
-          "y0": 0.0,
-          "y1": 0.0,
-          "yref": "y2"
-         },
          {
           "line": {
            "color": "#33A02C",
@@ -181738,106 +132498,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 1.11,
-          "y1": 1.11,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 375,
-          "x1": 375,
-          "xref": "x2",
-          "y0": -0.5555,
-          "y1": 11.6655,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 755,
-          "x1": 755,
-          "xref": "x2",
-          "y0": -0.5555,
-          "y1": 11.6655,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1144,
-          "x1": 1144,
-          "xref": "x2",
-          "y0": -0.5555,
-          "y1": 11.6655,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1524,
-          "x1": 1524,
-          "xref": "x2",
-          "y0": -0.5555,
-          "y1": 11.6655,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 1900,
-          "x1": 1900,
-          "xref": "x2",
-          "y0": -0.5555,
-          "y1": 11.6655,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 2287,
-          "x1": 2287,
-          "xref": "x2",
-          "y0": -0.5555,
-          "y1": 11.6655,
-          "yref": "y2"
-         },
-         {
-          "line": {
-           "color": "#888888",
-           "dash": "dot",
-           "width": 1.0
-          },
-          "type": "line",
-          "x0": 2664,
-          "x1": 2664,
-          "xref": "x2",
-          "y0": -0.5555,
-          "y1": 11.6655,
+          "y0": 1.04,
+          "y1": 1.04,
           "yref": "y2"
          }
         ],
@@ -182639,79 +133301,10 @@
          "linewidth": 1.0,
          "showgrid": true,
          "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "34",
-          "68",
-          "100",
-          "1",
-          "37",
-          "67",
-          "100",
-          "1",
-          "34",
-          "66",
-          "100",
-          "1",
-          "35",
-          "67",
-          "100",
-          "1",
-          "34",
-          "65",
-          "100",
-          "1",
-          "32",
-          "68",
-          "100",
-          "1",
-          "34",
-          "67",
-          "100",
-          "1",
-          "32",
-          "66",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          125,
-          250,
-          375,
-          376,
-          502,
-          629,
-          755,
-          756,
-          885,
-          1015,
-          1144,
-          1145,
-          1271,
-          1398,
-          1524,
-          1525,
-          1650,
-          1775,
-          1900,
-          1901,
-          2030,
-          2158,
-          2287,
-          2288,
-          2413,
-          2539,
-          2664,
-          2665,
-          2790,
-          2916,
-          3041
-         ],
          "title": {
-          "standoff": 5,
-          "text": "Production Time"
-         }
+          "text": "Subgroup"
+         },
+         "type": "category"
         },
         "xaxis2": {
          "anchor": "y2",
@@ -182726,79 +133319,10 @@
          "linewidth": 1.0,
          "showgrid": true,
          "showline": true,
-         "tickangle": 0,
-         "ticktext": [
-          "1",
-          "35",
-          "69",
-          "1",
-          "1",
-          "37",
-          "67",
-          "1",
-          "1",
-          "34",
-          "67",
-          "1",
-          "1",
-          "35",
-          "67",
-          "1",
-          "1",
-          "34",
-          "66",
-          "1",
-          "1",
-          "33",
-          "68",
-          "1",
-          "1",
-          "34",
-          "67",
-          "1",
-          "1",
-          "33",
-          "66",
-          "100"
-         ],
-         "tickvals": [
-          0,
-          125,
-          249,
-          374,
-          375,
-          501,
-          628,
-          754,
-          755,
-          884,
-          1014,
-          1143,
-          1144,
-          1270,
-          1397,
-          1523,
-          1524,
-          1649,
-          1774,
-          1899,
-          1900,
-          2029,
-          2157,
-          2286,
-          2287,
-          2412,
-          2538,
-          2663,
-          2664,
-          2789,
-          2914,
-          3039
-         ],
          "title": {
-          "standoff": 5,
-          "text": "Production Time"
-         }
+          "text": "Subgroup"
+         },
+         "type": "category"
         },
         "yaxis": {
          "anchor": "x",
@@ -182812,13 +133336,13 @@
          "linecolor": "#EBEBEB",
          "linewidth": 1.0,
          "range": [
-          226.72650000000002,
-          245.5035
+          229.2695,
+          245.34050000000002
          ],
          "showgrid": true,
          "showline": true,
          "title": {
-          "text": "Individual Value"
+          "text": "Sample Average"
          },
          "zeroline": false
         },
@@ -182834,8 +133358,8 @@
          "linecolor": "#EBEBEB",
          "linewidth": 1.0,
          "range": [
-          -0.5555,
-          11.6655
+          -0.1325,
+          3.6625
          ],
          "showgrid": true,
          "showline": true
@@ -182849,8 +133373,8 @@
    ],
    "source": [
     "study_sds3_val.execute(\n",
-    "    chart='X',\n",
-    "    by=[],\n",
+    "    chart='Xbar',\n",
+    "    by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2, pb.cols.PRODUCTION_TIME],\n",
     "    value='R3',\n",
     "    recentered=True,\n",
     "    companion=True\n",
@@ -182864,11 +133388,11 @@
     "### Taguchi Loss Function Analysis (Slide 30)\n",
     "\n",
     "Bishop's reference (5-component Pareto):\n",
-    "- **PDCxPT INT = 42.4%**\n",
-    "- **Unexplained = 25.0%**\n",
-    "- **Mean = 16.4%**\n",
-    "- **PDC = 13.7%**\n",
-    "- **PT = 2.5%**"
+    "- **PDCxPT INT = 33.1%**\n",
+    "- **Unexplained = 30.3%**\n",
+    "- **Mean = 18.5%**\n",
+    "- **PDC = 15.4%**\n",
+    "- **PT = 2.8%**"
    ]
   },
   {
@@ -182876,10 +133400,10 @@
    "execution_count": 39,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:04.176948Z",
-     "iopub.status.busy": "2026-08-31T22:38:04.176873Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.185547Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.185193Z"
+     "iopub.execute_input": "2026-10-05T00:32:58.049625Z",
+     "iopub.status.busy": "2026-10-05T00:32:58.049553Z",
+     "iopub.status.idle": "2026-10-05T00:32:58.056586Z",
+     "shell.execute_reply": "2026-10-05T00:32:58.056225Z"
     }
    },
    "outputs": [
@@ -182891,19 +133415,19 @@
       "  Target=237, Ybar=237.83, N=3042\n",
       "  K=8 PDC levels, T=100 periods, SDS=3\n",
       "\n",
-      "  Expected Loss (EL) = 4.15\n",
+      "  Expected Loss (EL) = 3.69\n",
       "\n",
       "  Loss Decomposition:\n",
-      "         PDCxPT INT: 42.4%\n",
-      "        UNEXPLAINED: 25.0%\n",
-      "               MEAN: 16.44%\n",
-      "                PDC: 13.67%\n",
-      "                 PT: 2.49%\n",
+      "         PDCxPT INT: 33.07%\n",
+      "        UNEXPLAINED: 30.3%\n",
+      "               MEAN: 18.47%\n",
+      "                PDC: 15.36%\n",
+      "                 PT: 2.8%\n",
       "\n",
       "  PDC Decomposition:\n",
-      "           FACTOR 1: 8.27%\n",
-      "           FACTOR 2: 3.8%\n",
-      "            PDF INT: 1.6%\n"
+      "           FACTOR 1: 9.27%\n",
+      "           FACTOR 2: 4.27%\n",
+      "            PDF INT: 1.81%\n"
      ]
     },
     {
@@ -182916,11 +133440,11 @@
         {
          "orientation": "v",
          "text": [
-          "42.4%",
-          "25.0%",
-          "16.44%",
-          "13.67%",
-          "2.49%"
+          "33.07%",
+          "30.3%",
+          "18.47%",
+          "15.36%",
+          "2.8%"
          ],
          "textposition": "outside",
          "type": "bar",
@@ -182932,11 +133456,11 @@
           "PT"
          ],
          "y": [
-          42.40049016308565,
-          25.00349119781337,
-          16.440083485379123,
-          13.666837922802099,
-          2.48909723091977
+          33.0734180792466,
+          30.29960445445321,
+          18.47313237944824,
+          15.356935771093774,
+          2.7969093157581733
          ]
         }
        ],
@@ -183756,7 +134280,7 @@
          "linewidth": 1.0,
          "range": [
           0,
-          46.64053917939422
+          36.380759887171266
          ],
          "showgrid": true,
          "showline": true,
@@ -183785,8 +134309,8 @@
     "### Taguchi Loss Function Analysis — Structured (Slide 31)\n",
     "\n",
     "Bishop's reference (per-factor decomposition):\n",
-    "- **PDCxPT INT = 42.4%**, **Unexplained = 25.0%**, **Mean = 16.4%**\n",
-    "- **F1 = 8.3%**, **F2 = 3.8%**, **PT = 2.5%**, **PDF INT = 1.6%**"
+    "- **PDCxPT INT = 33.1%**, **Unexplained = 30.3%**, **Mean = 18.5%**\n",
+    "- **F1 = 9.3%**, **F2 = 4.3%**, **PT = 2.8%**, **PDF INT = 1.8%**"
    ]
   },
   {
@@ -183794,10 +134318,10 @@
    "execution_count": 40,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:04.186359Z",
-     "iopub.status.busy": "2026-08-31T22:38:04.186301Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.192697Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.192350Z"
+     "iopub.execute_input": "2026-10-05T00:32:58.057560Z",
+     "iopub.status.busy": "2026-10-05T00:32:58.057499Z",
+     "iopub.status.idle": "2026-10-05T00:32:58.063248Z",
+     "shell.execute_reply": "2026-10-05T00:32:58.062934Z"
     }
    },
    "outputs": [
@@ -183811,13 +134335,13 @@
         {
          "orientation": "v",
          "text": [
-          "42.4%",
-          "25.0%",
-          "16.44%",
-          "8.27%",
-          "3.8%",
-          "2.49%",
-          "1.6%"
+          "33.07%",
+          "30.3%",
+          "18.47%",
+          "9.27%",
+          "4.27%",
+          "2.8%",
+          "1.81%"
          ],
          "textposition": "outside",
          "type": "bar",
@@ -183831,13 +134355,13 @@
           "PDF INT"
          ],
          "y": [
-          42.40049016308565,
-          25.00349119781337,
-          16.440083485379123,
-          8.268767613240371,
-          3.7985922194477504,
-          2.48909723091977,
-          1.5994780901139798
+          33.0734180792466,
+          30.29960445445321,
+          18.47313237944824,
+          9.272855454405057,
+          4.269823417324208,
+          2.7969093157581733,
+          1.8142568993645118
          ]
         }
        ],
@@ -184657,7 +135181,7 @@
          "linewidth": 1.0,
          "range": [
           0,
-          46.64053917939422
+          36.380759887171266
          ],
          "showgrid": true,
          "showline": true,
@@ -184684,9 +135208,9 @@
     "### Potential Process Capability (Slide 32)\n",
     "\n",
     "Bishop's reference values:\n",
-    "- **Process Mean = 237.830**, **Process StdEv = 0.710**\n",
-    "- **PPL = 2.72**, **PP = 2.34**, **PPU = 1.95**\n",
-    "- **Pct below LSL = 0%**, **Pct above USL = 0%**"
+    "- **Process Mean = 237.83**\n",
+    "- **PPL = 1.83**, **PP = 1.57**, **PPU = 1.31**\n",
+    "- **Pct below LSL = 0%**, **Pct above USL = 0.13%**"
    ]
   },
   {
@@ -184694,10 +135218,10 @@
    "execution_count": 41,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:04.193541Z",
-     "iopub.status.busy": "2026-08-31T22:38:04.193490Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.208994Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.208624Z"
+     "iopub.execute_input": "2026-10-05T00:32:58.064166Z",
+     "iopub.status.busy": "2026-10-05T00:32:58.064114Z",
+     "iopub.status.idle": "2026-10-05T00:32:58.078010Z",
+     "shell.execute_reply": "2026-10-05T00:32:58.077705Z"
     }
    },
    "outputs": [
@@ -184719,7 +135243,7 @@
          "showlegend": true,
          "type": "histogram",
          "x": {
-          "bdata": "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",
+          "bdata": "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",
           "dtype": "f8"
          }
         },
@@ -184785,7 +135309,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "n = 3042<br>Ȳ = 237.81<br>σ̂(R2) = 0.71<br><br>CP  Index = 2.34<br>CPL Index = 2.72<br>CPU Index = 1.96<br><br>Pct Below LSL = 0.00%<br>Pct Above USL = 0.00%",
+          "text": "n = 3042<br>Ȳ = 237.81<br>σ̂(R2) = 1.06<br><br>CP  Index = 1.58<br>CPL Index = 1.83<br>CPU Index = 1.32<br><br>Pct Below LSL = 0.00%<br>Pct Above USL = 0.13%",
           "x": 0.98,
           "xanchor": "right",
           "xref": "paper",
@@ -184894,8 +135418,8 @@
            "width": 2
           },
           "type": "line",
-          "x0": 237.81017881800352,
-          "x1": 237.81017881800352,
+          "x0": 237.8108518134907,
+          "x1": 237.8108518134907,
           "xref": "x",
           "y0": 0,
           "y1": 1,
@@ -185727,7 +136251,7 @@
    "source": [
     "### Test of Maximum Information — R2 Residuals XmR (Slide 33)\n",
     "\n",
-    "Bishop's reference: **CL = 0**, **LBL = -2.47**, **UBL = 2.47**"
+    "Bishop's reference: **CL = 0**, **LBL = -3.70**, **UBL = 3.70**"
    ]
   },
   {
@@ -185735,10 +136259,10 @@
    "execution_count": 42,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:04.209818Z",
-     "iopub.status.busy": "2026-08-31T22:38:04.209759Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.245649Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.245357Z"
+     "iopub.execute_input": "2026-10-05T00:32:58.079055Z",
+     "iopub.status.busy": "2026-10-05T00:32:58.079002Z",
+     "iopub.status.idle": "2026-10-05T00:32:58.119237Z",
+     "shell.execute_reply": "2026-10-05T00:32:58.118920Z"
     }
    },
    "outputs": [
@@ -185749,6 +136273,6120 @@
         "plotlyServerURL": "https://plot.ly"
        },
        "data": [
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "#3366CC",
+          "width": 1.0
+         },
+         "mode": "lines",
+         "name": "X (lanes)",
+         "opacity": 1.0,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          53,
+          54,
+          55,
+          56,
+          57,
+          58,
+          59,
+          60,
+          61,
+          62,
+          63,
+          64,
+          65,
+          66,
+          67,
+          68,
+          69,
+          70,
+          71,
+          72,
+          73,
+          74,
+          75,
+          76,
+          77,
+          78,
+          79,
+          80,
+          81,
+          82,
+          83,
+          84,
+          85,
+          86,
+          87,
+          88,
+          89,
+          90,
+          91,
+          92,
+          93,
+          94,
+          95,
+          96,
+          97,
+          98,
+          99,
+          100,
+          101,
+          102,
+          103,
+          104,
+          105,
+          106,
+          107,
+          108,
+          109,
+          110,
+          111,
+          112,
+          113,
+          114,
+          115,
+          116,
+          117,
+          118,
+          119,
+          120,
+          121,
+          122,
+          123,
+          124,
+          125,
+          126,
+          127,
+          128,
+          129,
+          130,
+          131,
+          132,
+          133,
+          134,
+          135,
+          136,
+          137,
+          138,
+          139,
+          140,
+          141,
+          142,
+          143,
+          144,
+          145,
+          146,
+          147,
+          148,
+          149,
+          150,
+          151,
+          152,
+          153,
+          154,
+          155,
+          156,
+          157,
+          158,
+          159,
+          160,
+          161,
+          162,
+          163,
+          164,
+          165,
+          166,
+          167,
+          168,
+          169,
+          170,
+          171,
+          172,
+          173,
+          174,
+          175,
+          176,
+          177,
+          178,
+          179,
+          180,
+          181,
+          182,
+          183,
+          184,
+          185,
+          186,
+          187,
+          188,
+          189,
+          190,
+          191,
+          192,
+          193,
+          194,
+          195,
+          196,
+          197,
+          198,
+          199,
+          200,
+          201,
+          202,
+          203,
+          204,
+          205,
+          206,
+          207,
+          208,
+          209,
+          210,
+          211,
+          212,
+          213,
+          214,
+          215,
+          216,
+          217,
+          218,
+          219,
+          220,
+          221,
+          222,
+          223,
+          224,
+          225,
+          226,
+          227,
+          228,
+          229,
+          230,
+          231,
+          232,
+          233,
+          234,
+          235,
+          236,
+          237,
+          238,
+          239,
+          240,
+          241,
+          242,
+          243,
+          244,
+          245,
+          246,
+          247,
+          248,
+          249,
+          250,
+          251,
+          252,
+          253,
+          254,
+          255,
+          256,
+          257,
+          258,
+          259,
+          260,
+          261,
+          262,
+          263,
+          264,
+          265,
+          266,
+          267,
+          268,
+          269,
+          270,
+          271,
+          272,
+          273,
+          274,
+          275,
+          276,
+          277,
+          278,
+          279,
+          280,
+          281,
+          282,
+          283,
+          284,
+          285,
+          286,
+          287,
+          288,
+          289,
+          290,
+          291,
+          292,
+          293,
+          294,
+          295,
+          296,
+          297,
+          298,
+          299,
+          300,
+          301,
+          302,
+          303,
+          304,
+          305,
+          306,
+          307,
+          308,
+          309,
+          310,
+          311,
+          312,
+          313,
+          314,
+          315,
+          316,
+          317,
+          318,
+          319,
+          320,
+          321,
+          322,
+          323,
+          324,
+          325,
+          326,
+          327,
+          328,
+          329,
+          330,
+          331,
+          332,
+          333,
+          334,
+          335,
+          336,
+          337,
+          338,
+          339,
+          340,
+          341,
+          342,
+          343,
+          344,
+          345,
+          346,
+          347,
+          348,
+          349,
+          350,
+          351,
+          352,
+          353,
+          354,
+          355,
+          356,
+          357,
+          358,
+          359,
+          360,
+          361,
+          362,
+          363,
+          364,
+          365,
+          366,
+          367,
+          368,
+          369,
+          370,
+          371,
+          372,
+          373,
+          374,
+          375,
+          376,
+          376,
+          377,
+          378,
+          379,
+          380,
+          381,
+          382,
+          383,
+          384,
+          385,
+          386,
+          387,
+          388,
+          389,
+          390,
+          391,
+          392,
+          393,
+          394,
+          395,
+          396,
+          397,
+          398,
+          399,
+          400,
+          401,
+          402,
+          403,
+          404,
+          405,
+          406,
+          407,
+          408,
+          409,
+          410,
+          411,
+          412,
+          413,
+          414,
+          415,
+          416,
+          417,
+          418,
+          419,
+          420,
+          421,
+          422,
+          423,
+          424,
+          425,
+          426,
+          427,
+          428,
+          429,
+          430,
+          431,
+          432,
+          433,
+          434,
+          435,
+          436,
+          437,
+          438,
+          439,
+          440,
+          441,
+          442,
+          443,
+          444,
+          445,
+          446,
+          447,
+          448,
+          449,
+          450,
+          451,
+          452,
+          453,
+          454,
+          455,
+          456,
+          457,
+          458,
+          459,
+          460,
+          461,
+          462,
+          463,
+          464,
+          465,
+          466,
+          467,
+          468,
+          469,
+          470,
+          471,
+          472,
+          473,
+          474,
+          475,
+          476,
+          477,
+          478,
+          479,
+          480,
+          481,
+          482,
+          483,
+          484,
+          485,
+          486,
+          487,
+          488,
+          489,
+          490,
+          491,
+          492,
+          493,
+          494,
+          495,
+          496,
+          497,
+          498,
+          499,
+          500,
+          501,
+          502,
+          503,
+          504,
+          505,
+          506,
+          507,
+          508,
+          509,
+          510,
+          511,
+          512,
+          513,
+          514,
+          515,
+          516,
+          517,
+          518,
+          519,
+          520,
+          521,
+          522,
+          523,
+          524,
+          525,
+          526,
+          527,
+          528,
+          529,
+          530,
+          531,
+          532,
+          533,
+          534,
+          535,
+          536,
+          537,
+          538,
+          539,
+          540,
+          541,
+          542,
+          543,
+          544,
+          545,
+          546,
+          547,
+          548,
+          549,
+          550,
+          551,
+          552,
+          553,
+          554,
+          555,
+          556,
+          557,
+          558,
+          559,
+          560,
+          561,
+          562,
+          563,
+          564,
+          565,
+          566,
+          567,
+          568,
+          569,
+          570,
+          571,
+          572,
+          573,
+          574,
+          575,
+          576,
+          577,
+          578,
+          579,
+          580,
+          581,
+          582,
+          583,
+          584,
+          585,
+          586,
+          587,
+          588,
+          589,
+          590,
+          591,
+          592,
+          593,
+          594,
+          595,
+          596,
+          597,
+          598,
+          599,
+          600,
+          601,
+          602,
+          603,
+          604,
+          605,
+          606,
+          607,
+          608,
+          609,
+          610,
+          611,
+          612,
+          613,
+          614,
+          615,
+          616,
+          617,
+          618,
+          619,
+          620,
+          621,
+          622,
+          623,
+          624,
+          625,
+          626,
+          627,
+          628,
+          629,
+          630,
+          631,
+          632,
+          633,
+          634,
+          635,
+          636,
+          637,
+          638,
+          639,
+          640,
+          641,
+          642,
+          643,
+          644,
+          645,
+          646,
+          647,
+          648,
+          649,
+          650,
+          651,
+          652,
+          653,
+          654,
+          655,
+          656,
+          657,
+          658,
+          659,
+          660,
+          661,
+          662,
+          663,
+          664,
+          665,
+          666,
+          667,
+          668,
+          669,
+          670,
+          671,
+          672,
+          673,
+          674,
+          675,
+          676,
+          677,
+          678,
+          679,
+          680,
+          681,
+          682,
+          683,
+          684,
+          685,
+          686,
+          687,
+          688,
+          689,
+          690,
+          691,
+          692,
+          693,
+          694,
+          695,
+          696,
+          697,
+          698,
+          699,
+          700,
+          701,
+          702,
+          703,
+          704,
+          705,
+          706,
+          707,
+          708,
+          709,
+          710,
+          711,
+          712,
+          713,
+          714,
+          715,
+          716,
+          717,
+          718,
+          719,
+          720,
+          721,
+          722,
+          723,
+          724,
+          725,
+          726,
+          727,
+          728,
+          729,
+          730,
+          731,
+          732,
+          733,
+          734,
+          735,
+          736,
+          737,
+          738,
+          739,
+          740,
+          741,
+          742,
+          743,
+          744,
+          745,
+          746,
+          747,
+          748,
+          749,
+          750,
+          751,
+          752,
+          753,
+          754,
+          755,
+          756,
+          756,
+          757,
+          758,
+          759,
+          760,
+          761,
+          762,
+          763,
+          764,
+          765,
+          766,
+          767,
+          768,
+          769,
+          770,
+          771,
+          772,
+          773,
+          774,
+          775,
+          776,
+          777,
+          778,
+          779,
+          780,
+          781,
+          782,
+          783,
+          784,
+          785,
+          786,
+          787,
+          788,
+          789,
+          790,
+          791,
+          792,
+          793,
+          794,
+          795,
+          796,
+          797,
+          798,
+          799,
+          800,
+          801,
+          802,
+          803,
+          804,
+          805,
+          806,
+          807,
+          808,
+          809,
+          810,
+          811,
+          812,
+          813,
+          814,
+          815,
+          816,
+          817,
+          818,
+          819,
+          820,
+          821,
+          822,
+          823,
+          824,
+          825,
+          826,
+          827,
+          828,
+          829,
+          830,
+          831,
+          832,
+          833,
+          834,
+          835,
+          836,
+          837,
+          838,
+          839,
+          840,
+          841,
+          842,
+          843,
+          844,
+          845,
+          846,
+          847,
+          848,
+          849,
+          850,
+          851,
+          852,
+          853,
+          854,
+          855,
+          856,
+          857,
+          858,
+          859,
+          860,
+          861,
+          862,
+          863,
+          864,
+          865,
+          866,
+          867,
+          868,
+          869,
+          870,
+          871,
+          872,
+          873,
+          874,
+          875,
+          876,
+          877,
+          878,
+          879,
+          880,
+          881,
+          882,
+          883,
+          884,
+          885,
+          886,
+          887,
+          888,
+          889,
+          890,
+          891,
+          892,
+          893,
+          894,
+          895,
+          896,
+          897,
+          898,
+          899,
+          900,
+          901,
+          902,
+          903,
+          904,
+          905,
+          906,
+          907,
+          908,
+          909,
+          910,
+          911,
+          912,
+          913,
+          914,
+          915,
+          916,
+          917,
+          918,
+          919,
+          920,
+          921,
+          922,
+          923,
+          924,
+          925,
+          926,
+          927,
+          928,
+          929,
+          930,
+          931,
+          932,
+          933,
+          934,
+          935,
+          936,
+          937,
+          938,
+          939,
+          940,
+          941,
+          942,
+          943,
+          944,
+          945,
+          946,
+          947,
+          948,
+          949,
+          950,
+          951,
+          952,
+          953,
+          954,
+          955,
+          956,
+          957,
+          958,
+          959,
+          960,
+          961,
+          962,
+          963,
+          964,
+          965,
+          966,
+          967,
+          968,
+          969,
+          970,
+          971,
+          972,
+          973,
+          974,
+          975,
+          976,
+          977,
+          978,
+          979,
+          980,
+          981,
+          982,
+          983,
+          984,
+          985,
+          986,
+          987,
+          988,
+          989,
+          990,
+          991,
+          992,
+          993,
+          994,
+          995,
+          996,
+          997,
+          998,
+          999,
+          1000,
+          1001,
+          1002,
+          1003,
+          1004,
+          1005,
+          1006,
+          1007,
+          1008,
+          1009,
+          1010,
+          1011,
+          1012,
+          1013,
+          1014,
+          1015,
+          1016,
+          1017,
+          1018,
+          1019,
+          1020,
+          1021,
+          1022,
+          1023,
+          1024,
+          1025,
+          1026,
+          1027,
+          1028,
+          1029,
+          1030,
+          1031,
+          1032,
+          1033,
+          1034,
+          1035,
+          1036,
+          1037,
+          1038,
+          1039,
+          1040,
+          1041,
+          1042,
+          1043,
+          1044,
+          1045,
+          1046,
+          1047,
+          1048,
+          1049,
+          1050,
+          1051,
+          1052,
+          1053,
+          1054,
+          1055,
+          1056,
+          1057,
+          1058,
+          1059,
+          1060,
+          1061,
+          1062,
+          1063,
+          1064,
+          1065,
+          1066,
+          1067,
+          1068,
+          1069,
+          1070,
+          1071,
+          1072,
+          1073,
+          1074,
+          1075,
+          1076,
+          1077,
+          1078,
+          1079,
+          1080,
+          1081,
+          1082,
+          1083,
+          1084,
+          1085,
+          1086,
+          1087,
+          1088,
+          1089,
+          1090,
+          1091,
+          1092,
+          1093,
+          1094,
+          1095,
+          1096,
+          1097,
+          1098,
+          1099,
+          1100,
+          1101,
+          1102,
+          1103,
+          1104,
+          1105,
+          1106,
+          1107,
+          1108,
+          1109,
+          1110,
+          1111,
+          1112,
+          1113,
+          1114,
+          1115,
+          1116,
+          1117,
+          1118,
+          1119,
+          1120,
+          1121,
+          1122,
+          1123,
+          1124,
+          1125,
+          1126,
+          1127,
+          1128,
+          1129,
+          1130,
+          1131,
+          1132,
+          1133,
+          1134,
+          1135,
+          1136,
+          1137,
+          1138,
+          1139,
+          1140,
+          1141,
+          1142,
+          1143,
+          1144,
+          1145,
+          1145,
+          1146,
+          1147,
+          1148,
+          1149,
+          1150,
+          1151,
+          1152,
+          1153,
+          1154,
+          1155,
+          1156,
+          1157,
+          1158,
+          1159,
+          1160,
+          1161,
+          1162,
+          1163,
+          1164,
+          1165,
+          1166,
+          1167,
+          1168,
+          1169,
+          1170,
+          1171,
+          1172,
+          1173,
+          1174,
+          1175,
+          1176,
+          1177,
+          1178,
+          1179,
+          1180,
+          1181,
+          1182,
+          1183,
+          1184,
+          1185,
+          1186,
+          1187,
+          1188,
+          1189,
+          1190,
+          1191,
+          1192,
+          1193,
+          1194,
+          1195,
+          1196,
+          1197,
+          1198,
+          1199,
+          1200,
+          1201,
+          1202,
+          1203,
+          1204,
+          1205,
+          1206,
+          1207,
+          1208,
+          1209,
+          1210,
+          1211,
+          1212,
+          1213,
+          1214,
+          1215,
+          1216,
+          1217,
+          1218,
+          1219,
+          1220,
+          1221,
+          1222,
+          1223,
+          1224,
+          1225,
+          1226,
+          1227,
+          1228,
+          1229,
+          1230,
+          1231,
+          1232,
+          1233,
+          1234,
+          1235,
+          1236,
+          1237,
+          1238,
+          1239,
+          1240,
+          1241,
+          1242,
+          1243,
+          1244,
+          1245,
+          1246,
+          1247,
+          1248,
+          1249,
+          1250,
+          1251,
+          1252,
+          1253,
+          1254,
+          1255,
+          1256,
+          1257,
+          1258,
+          1259,
+          1260,
+          1261,
+          1262,
+          1263,
+          1264,
+          1265,
+          1266,
+          1267,
+          1268,
+          1269,
+          1270,
+          1271,
+          1272,
+          1273,
+          1274,
+          1275,
+          1276,
+          1277,
+          1278,
+          1279,
+          1280,
+          1281,
+          1282,
+          1283,
+          1284,
+          1285,
+          1286,
+          1287,
+          1288,
+          1289,
+          1290,
+          1291,
+          1292,
+          1293,
+          1294,
+          1295,
+          1296,
+          1297,
+          1298,
+          1299,
+          1300,
+          1301,
+          1302,
+          1303,
+          1304,
+          1305,
+          1306,
+          1307,
+          1308,
+          1309,
+          1310,
+          1311,
+          1312,
+          1313,
+          1314,
+          1315,
+          1316,
+          1317,
+          1318,
+          1319,
+          1320,
+          1321,
+          1322,
+          1323,
+          1324,
+          1325,
+          1326,
+          1327,
+          1328,
+          1329,
+          1330,
+          1331,
+          1332,
+          1333,
+          1334,
+          1335,
+          1336,
+          1337,
+          1338,
+          1339,
+          1340,
+          1341,
+          1342,
+          1343,
+          1344,
+          1345,
+          1346,
+          1347,
+          1348,
+          1349,
+          1350,
+          1351,
+          1352,
+          1353,
+          1354,
+          1355,
+          1356,
+          1357,
+          1358,
+          1359,
+          1360,
+          1361,
+          1362,
+          1363,
+          1364,
+          1365,
+          1366,
+          1367,
+          1368,
+          1369,
+          1370,
+          1371,
+          1372,
+          1373,
+          1374,
+          1375,
+          1376,
+          1377,
+          1378,
+          1379,
+          1380,
+          1381,
+          1382,
+          1383,
+          1384,
+          1385,
+          1386,
+          1387,
+          1388,
+          1389,
+          1390,
+          1391,
+          1392,
+          1393,
+          1394,
+          1395,
+          1396,
+          1397,
+          1398,
+          1399,
+          1400,
+          1401,
+          1402,
+          1403,
+          1404,
+          1405,
+          1406,
+          1407,
+          1408,
+          1409,
+          1410,
+          1411,
+          1412,
+          1413,
+          1414,
+          1415,
+          1416,
+          1417,
+          1418,
+          1419,
+          1420,
+          1421,
+          1422,
+          1423,
+          1424,
+          1425,
+          1426,
+          1427,
+          1428,
+          1429,
+          1430,
+          1431,
+          1432,
+          1433,
+          1434,
+          1435,
+          1436,
+          1437,
+          1438,
+          1439,
+          1440,
+          1441,
+          1442,
+          1443,
+          1444,
+          1445,
+          1446,
+          1447,
+          1448,
+          1449,
+          1450,
+          1451,
+          1452,
+          1453,
+          1454,
+          1455,
+          1456,
+          1457,
+          1458,
+          1459,
+          1460,
+          1461,
+          1462,
+          1463,
+          1464,
+          1465,
+          1466,
+          1467,
+          1468,
+          1469,
+          1470,
+          1471,
+          1472,
+          1473,
+          1474,
+          1475,
+          1476,
+          1477,
+          1478,
+          1479,
+          1480,
+          1481,
+          1482,
+          1483,
+          1484,
+          1485,
+          1486,
+          1487,
+          1488,
+          1489,
+          1490,
+          1491,
+          1492,
+          1493,
+          1494,
+          1495,
+          1496,
+          1497,
+          1498,
+          1499,
+          1500,
+          1501,
+          1502,
+          1503,
+          1504,
+          1505,
+          1506,
+          1507,
+          1508,
+          1509,
+          1510,
+          1511,
+          1512,
+          1513,
+          1514,
+          1515,
+          1516,
+          1517,
+          1518,
+          1519,
+          1520,
+          1521,
+          1522,
+          1523,
+          1524,
+          1525,
+          1525,
+          1526,
+          1527,
+          1528,
+          1529,
+          1530,
+          1531,
+          1532,
+          1533,
+          1534,
+          1535,
+          1536,
+          1537,
+          1538,
+          1539,
+          1540,
+          1541,
+          1542,
+          1543,
+          1544,
+          1545,
+          1546,
+          1547,
+          1548,
+          1549,
+          1550,
+          1551,
+          1552,
+          1553,
+          1554,
+          1555,
+          1556,
+          1557,
+          1558,
+          1559,
+          1560,
+          1561,
+          1562,
+          1563,
+          1564,
+          1565,
+          1566,
+          1567,
+          1568,
+          1569,
+          1570,
+          1571,
+          1572,
+          1573,
+          1574,
+          1575,
+          1576,
+          1577,
+          1578,
+          1579,
+          1580,
+          1581,
+          1582,
+          1583,
+          1584,
+          1585,
+          1586,
+          1587,
+          1588,
+          1589,
+          1590,
+          1591,
+          1592,
+          1593,
+          1594,
+          1595,
+          1596,
+          1597,
+          1598,
+          1599,
+          1600,
+          1601,
+          1602,
+          1603,
+          1604,
+          1605,
+          1606,
+          1607,
+          1608,
+          1609,
+          1610,
+          1611,
+          1612,
+          1613,
+          1614,
+          1615,
+          1616,
+          1617,
+          1618,
+          1619,
+          1620,
+          1621,
+          1622,
+          1623,
+          1624,
+          1625,
+          1626,
+          1627,
+          1628,
+          1629,
+          1630,
+          1631,
+          1632,
+          1633,
+          1634,
+          1635,
+          1636,
+          1637,
+          1638,
+          1639,
+          1640,
+          1641,
+          1642,
+          1643,
+          1644,
+          1645,
+          1646,
+          1647,
+          1648,
+          1649,
+          1650,
+          1651,
+          1652,
+          1653,
+          1654,
+          1655,
+          1656,
+          1657,
+          1658,
+          1659,
+          1660,
+          1661,
+          1662,
+          1663,
+          1664,
+          1665,
+          1666,
+          1667,
+          1668,
+          1669,
+          1670,
+          1671,
+          1672,
+          1673,
+          1674,
+          1675,
+          1676,
+          1677,
+          1678,
+          1679,
+          1680,
+          1681,
+          1682,
+          1683,
+          1684,
+          1685,
+          1686,
+          1687,
+          1688,
+          1689,
+          1690,
+          1691,
+          1692,
+          1693,
+          1694,
+          1695,
+          1696,
+          1697,
+          1698,
+          1699,
+          1700,
+          1701,
+          1702,
+          1703,
+          1704,
+          1705,
+          1706,
+          1707,
+          1708,
+          1709,
+          1710,
+          1711,
+          1712,
+          1713,
+          1714,
+          1715,
+          1716,
+          1717,
+          1718,
+          1719,
+          1720,
+          1721,
+          1722,
+          1723,
+          1724,
+          1725,
+          1726,
+          1727,
+          1728,
+          1729,
+          1730,
+          1731,
+          1732,
+          1733,
+          1734,
+          1735,
+          1736,
+          1737,
+          1738,
+          1739,
+          1740,
+          1741,
+          1742,
+          1743,
+          1744,
+          1745,
+          1746,
+          1747,
+          1748,
+          1749,
+          1750,
+          1751,
+          1752,
+          1753,
+          1754,
+          1755,
+          1756,
+          1757,
+          1758,
+          1759,
+          1760,
+          1761,
+          1762,
+          1763,
+          1764,
+          1765,
+          1766,
+          1767,
+          1768,
+          1769,
+          1770,
+          1771,
+          1772,
+          1773,
+          1774,
+          1775,
+          1776,
+          1777,
+          1778,
+          1779,
+          1780,
+          1781,
+          1782,
+          1783,
+          1784,
+          1785,
+          1786,
+          1787,
+          1788,
+          1789,
+          1790,
+          1791,
+          1792,
+          1793,
+          1794,
+          1795,
+          1796,
+          1797,
+          1798,
+          1799,
+          1800,
+          1801,
+          1802,
+          1803,
+          1804,
+          1805,
+          1806,
+          1807,
+          1808,
+          1809,
+          1810,
+          1811,
+          1812,
+          1813,
+          1814,
+          1815,
+          1816,
+          1817,
+          1818,
+          1819,
+          1820,
+          1821,
+          1822,
+          1823,
+          1824,
+          1825,
+          1826,
+          1827,
+          1828,
+          1829,
+          1830,
+          1831,
+          1832,
+          1833,
+          1834,
+          1835,
+          1836,
+          1837,
+          1838,
+          1839,
+          1840,
+          1841,
+          1842,
+          1843,
+          1844,
+          1845,
+          1846,
+          1847,
+          1848,
+          1849,
+          1850,
+          1851,
+          1852,
+          1853,
+          1854,
+          1855,
+          1856,
+          1857,
+          1858,
+          1859,
+          1860,
+          1861,
+          1862,
+          1863,
+          1864,
+          1865,
+          1866,
+          1867,
+          1868,
+          1869,
+          1870,
+          1871,
+          1872,
+          1873,
+          1874,
+          1875,
+          1876,
+          1877,
+          1878,
+          1879,
+          1880,
+          1881,
+          1882,
+          1883,
+          1884,
+          1885,
+          1886,
+          1887,
+          1888,
+          1889,
+          1890,
+          1891,
+          1892,
+          1893,
+          1894,
+          1895,
+          1896,
+          1897,
+          1898,
+          1899,
+          1900,
+          1901,
+          1901,
+          1902,
+          1903,
+          1904,
+          1905,
+          1906,
+          1907,
+          1908,
+          1909,
+          1910,
+          1911,
+          1912,
+          1913,
+          1914,
+          1915,
+          1916,
+          1917,
+          1918,
+          1919,
+          1920,
+          1921,
+          1922,
+          1923,
+          1924,
+          1925,
+          1926,
+          1927,
+          1928,
+          1929,
+          1930,
+          1931,
+          1932,
+          1933,
+          1934,
+          1935,
+          1936,
+          1937,
+          1938,
+          1939,
+          1940,
+          1941,
+          1942,
+          1943,
+          1944,
+          1945,
+          1946,
+          1947,
+          1948,
+          1949,
+          1950,
+          1951,
+          1952,
+          1953,
+          1954,
+          1955,
+          1956,
+          1957,
+          1958,
+          1959,
+          1960,
+          1961,
+          1962,
+          1963,
+          1964,
+          1965,
+          1966,
+          1967,
+          1968,
+          1969,
+          1970,
+          1971,
+          1972,
+          1973,
+          1974,
+          1975,
+          1976,
+          1977,
+          1978,
+          1979,
+          1980,
+          1981,
+          1982,
+          1983,
+          1984,
+          1985,
+          1986,
+          1987,
+          1988,
+          1989,
+          1990,
+          1991,
+          1992,
+          1993,
+          1994,
+          1995,
+          1996,
+          1997,
+          1998,
+          1999,
+          2000,
+          2001,
+          2002,
+          2003,
+          2004,
+          2005,
+          2006,
+          2007,
+          2008,
+          2009,
+          2010,
+          2011,
+          2012,
+          2013,
+          2014,
+          2015,
+          2016,
+          2017,
+          2018,
+          2019,
+          2020,
+          2021,
+          2022,
+          2023,
+          2024,
+          2025,
+          2026,
+          2027,
+          2028,
+          2029,
+          2030,
+          2031,
+          2032,
+          2033,
+          2034,
+          2035,
+          2036,
+          2037,
+          2038,
+          2039,
+          2040,
+          2041,
+          2042,
+          2043,
+          2044,
+          2045,
+          2046,
+          2047,
+          2048,
+          2049,
+          2050,
+          2051,
+          2052,
+          2053,
+          2054,
+          2055,
+          2056,
+          2057,
+          2058,
+          2059,
+          2060,
+          2061,
+          2062,
+          2063,
+          2064,
+          2065,
+          2066,
+          2067,
+          2068,
+          2069,
+          2070,
+          2071,
+          2072,
+          2073,
+          2074,
+          2075,
+          2076,
+          2077,
+          2078,
+          2079,
+          2080,
+          2081,
+          2082,
+          2083,
+          2084,
+          2085,
+          2086,
+          2087,
+          2088,
+          2089,
+          2090,
+          2091,
+          2092,
+          2093,
+          2094,
+          2095,
+          2096,
+          2097,
+          2098,
+          2099,
+          2100,
+          2101,
+          2102,
+          2103,
+          2104,
+          2105,
+          2106,
+          2107,
+          2108,
+          2109,
+          2110,
+          2111,
+          2112,
+          2113,
+          2114,
+          2115,
+          2116,
+          2117,
+          2118,
+          2119,
+          2120,
+          2121,
+          2122,
+          2123,
+          2124,
+          2125,
+          2126,
+          2127,
+          2128,
+          2129,
+          2130,
+          2131,
+          2132,
+          2133,
+          2134,
+          2135,
+          2136,
+          2137,
+          2138,
+          2139,
+          2140,
+          2141,
+          2142,
+          2143,
+          2144,
+          2145,
+          2146,
+          2147,
+          2148,
+          2149,
+          2150,
+          2151,
+          2152,
+          2153,
+          2154,
+          2155,
+          2156,
+          2157,
+          2158,
+          2159,
+          2160,
+          2161,
+          2162,
+          2163,
+          2164,
+          2165,
+          2166,
+          2167,
+          2168,
+          2169,
+          2170,
+          2171,
+          2172,
+          2173,
+          2174,
+          2175,
+          2176,
+          2177,
+          2178,
+          2179,
+          2180,
+          2181,
+          2182,
+          2183,
+          2184,
+          2185,
+          2186,
+          2187,
+          2188,
+          2189,
+          2190,
+          2191,
+          2192,
+          2193,
+          2194,
+          2195,
+          2196,
+          2197,
+          2198,
+          2199,
+          2200,
+          2201,
+          2202,
+          2203,
+          2204,
+          2205,
+          2206,
+          2207,
+          2208,
+          2209,
+          2210,
+          2211,
+          2212,
+          2213,
+          2214,
+          2215,
+          2216,
+          2217,
+          2218,
+          2219,
+          2220,
+          2221,
+          2222,
+          2223,
+          2224,
+          2225,
+          2226,
+          2227,
+          2228,
+          2229,
+          2230,
+          2231,
+          2232,
+          2233,
+          2234,
+          2235,
+          2236,
+          2237,
+          2238,
+          2239,
+          2240,
+          2241,
+          2242,
+          2243,
+          2244,
+          2245,
+          2246,
+          2247,
+          2248,
+          2249,
+          2250,
+          2251,
+          2252,
+          2253,
+          2254,
+          2255,
+          2256,
+          2257,
+          2258,
+          2259,
+          2260,
+          2261,
+          2262,
+          2263,
+          2264,
+          2265,
+          2266,
+          2267,
+          2268,
+          2269,
+          2270,
+          2271,
+          2272,
+          2273,
+          2274,
+          2275,
+          2276,
+          2277,
+          2278,
+          2279,
+          2280,
+          2281,
+          2282,
+          2283,
+          2284,
+          2285,
+          2286,
+          2287,
+          2288,
+          2288,
+          2289,
+          2290,
+          2291,
+          2292,
+          2293,
+          2294,
+          2295,
+          2296,
+          2297,
+          2298,
+          2299,
+          2300,
+          2301,
+          2302,
+          2303,
+          2304,
+          2305,
+          2306,
+          2307,
+          2308,
+          2309,
+          2310,
+          2311,
+          2312,
+          2313,
+          2314,
+          2315,
+          2316,
+          2317,
+          2318,
+          2319,
+          2320,
+          2321,
+          2322,
+          2323,
+          2324,
+          2325,
+          2326,
+          2327,
+          2328,
+          2329,
+          2330,
+          2331,
+          2332,
+          2333,
+          2334,
+          2335,
+          2336,
+          2337,
+          2338,
+          2339,
+          2340,
+          2341,
+          2342,
+          2343,
+          2344,
+          2345,
+          2346,
+          2347,
+          2348,
+          2349,
+          2350,
+          2351,
+          2352,
+          2353,
+          2354,
+          2355,
+          2356,
+          2357,
+          2358,
+          2359,
+          2360,
+          2361,
+          2362,
+          2363,
+          2364,
+          2365,
+          2366,
+          2367,
+          2368,
+          2369,
+          2370,
+          2371,
+          2372,
+          2373,
+          2374,
+          2375,
+          2376,
+          2377,
+          2378,
+          2379,
+          2380,
+          2381,
+          2382,
+          2383,
+          2384,
+          2385,
+          2386,
+          2387,
+          2388,
+          2389,
+          2390,
+          2391,
+          2392,
+          2393,
+          2394,
+          2395,
+          2396,
+          2397,
+          2398,
+          2399,
+          2400,
+          2401,
+          2402,
+          2403,
+          2404,
+          2405,
+          2406,
+          2407,
+          2408,
+          2409,
+          2410,
+          2411,
+          2412,
+          2413,
+          2414,
+          2415,
+          2416,
+          2417,
+          2418,
+          2419,
+          2420,
+          2421,
+          2422,
+          2423,
+          2424,
+          2425,
+          2426,
+          2427,
+          2428,
+          2429,
+          2430,
+          2431,
+          2432,
+          2433,
+          2434,
+          2435,
+          2436,
+          2437,
+          2438,
+          2439,
+          2440,
+          2441,
+          2442,
+          2443,
+          2444,
+          2445,
+          2446,
+          2447,
+          2448,
+          2449,
+          2450,
+          2451,
+          2452,
+          2453,
+          2454,
+          2455,
+          2456,
+          2457,
+          2458,
+          2459,
+          2460,
+          2461,
+          2462,
+          2463,
+          2464,
+          2465,
+          2466,
+          2467,
+          2468,
+          2469,
+          2470,
+          2471,
+          2472,
+          2473,
+          2474,
+          2475,
+          2476,
+          2477,
+          2478,
+          2479,
+          2480,
+          2481,
+          2482,
+          2483,
+          2484,
+          2485,
+          2486,
+          2487,
+          2488,
+          2489,
+          2490,
+          2491,
+          2492,
+          2493,
+          2494,
+          2495,
+          2496,
+          2497,
+          2498,
+          2499,
+          2500,
+          2501,
+          2502,
+          2503,
+          2504,
+          2505,
+          2506,
+          2507,
+          2508,
+          2509,
+          2510,
+          2511,
+          2512,
+          2513,
+          2514,
+          2515,
+          2516,
+          2517,
+          2518,
+          2519,
+          2520,
+          2521,
+          2522,
+          2523,
+          2524,
+          2525,
+          2526,
+          2527,
+          2528,
+          2529,
+          2530,
+          2531,
+          2532,
+          2533,
+          2534,
+          2535,
+          2536,
+          2537,
+          2538,
+          2539,
+          2540,
+          2541,
+          2542,
+          2543,
+          2544,
+          2545,
+          2546,
+          2547,
+          2548,
+          2549,
+          2550,
+          2551,
+          2552,
+          2553,
+          2554,
+          2555,
+          2556,
+          2557,
+          2558,
+          2559,
+          2560,
+          2561,
+          2562,
+          2563,
+          2564,
+          2565,
+          2566,
+          2567,
+          2568,
+          2569,
+          2570,
+          2571,
+          2572,
+          2573,
+          2574,
+          2575,
+          2576,
+          2577,
+          2578,
+          2579,
+          2580,
+          2581,
+          2582,
+          2583,
+          2584,
+          2585,
+          2586,
+          2587,
+          2588,
+          2589,
+          2590,
+          2591,
+          2592,
+          2593,
+          2594,
+          2595,
+          2596,
+          2597,
+          2598,
+          2599,
+          2600,
+          2601,
+          2602,
+          2603,
+          2604,
+          2605,
+          2606,
+          2607,
+          2608,
+          2609,
+          2610,
+          2611,
+          2612,
+          2613,
+          2614,
+          2615,
+          2616,
+          2617,
+          2618,
+          2619,
+          2620,
+          2621,
+          2622,
+          2623,
+          2624,
+          2625,
+          2626,
+          2627,
+          2628,
+          2629,
+          2630,
+          2631,
+          2632,
+          2633,
+          2634,
+          2635,
+          2636,
+          2637,
+          2638,
+          2639,
+          2640,
+          2641,
+          2642,
+          2643,
+          2644,
+          2645,
+          2646,
+          2647,
+          2648,
+          2649,
+          2650,
+          2651,
+          2652,
+          2653,
+          2654,
+          2655,
+          2656,
+          2657,
+          2658,
+          2659,
+          2660,
+          2661,
+          2662,
+          2663,
+          2664,
+          2665,
+          2665,
+          2666,
+          2667,
+          2668,
+          2669,
+          2670,
+          2671,
+          2672,
+          2673,
+          2674,
+          2675,
+          2676,
+          2677,
+          2678,
+          2679,
+          2680,
+          2681,
+          2682,
+          2683,
+          2684,
+          2685,
+          2686,
+          2687,
+          2688,
+          2689,
+          2690,
+          2691,
+          2692,
+          2693,
+          2694,
+          2695,
+          2696,
+          2697,
+          2698,
+          2699,
+          2700,
+          2701,
+          2702,
+          2703,
+          2704,
+          2705,
+          2706,
+          2707,
+          2708,
+          2709,
+          2710,
+          2711,
+          2712,
+          2713,
+          2714,
+          2715,
+          2716,
+          2717,
+          2718,
+          2719,
+          2720,
+          2721,
+          2722,
+          2723,
+          2724,
+          2725,
+          2726,
+          2727,
+          2728,
+          2729,
+          2730,
+          2731,
+          2732,
+          2733,
+          2734,
+          2735,
+          2736,
+          2737,
+          2738,
+          2739,
+          2740,
+          2741,
+          2742,
+          2743,
+          2744,
+          2745,
+          2746,
+          2747,
+          2748,
+          2749,
+          2750,
+          2751,
+          2752,
+          2753,
+          2754,
+          2755,
+          2756,
+          2757,
+          2758,
+          2759,
+          2760,
+          2761,
+          2762,
+          2763,
+          2764,
+          2765,
+          2766,
+          2767,
+          2768,
+          2769,
+          2770,
+          2771,
+          2772,
+          2773,
+          2774,
+          2775,
+          2776,
+          2777,
+          2778,
+          2779,
+          2780,
+          2781,
+          2782,
+          2783,
+          2784,
+          2785,
+          2786,
+          2787,
+          2788,
+          2789,
+          2790,
+          2791,
+          2792,
+          2793,
+          2794,
+          2795,
+          2796,
+          2797,
+          2798,
+          2799,
+          2800,
+          2801,
+          2802,
+          2803,
+          2804,
+          2805,
+          2806,
+          2807,
+          2808,
+          2809,
+          2810,
+          2811,
+          2812,
+          2813,
+          2814,
+          2815,
+          2816,
+          2817,
+          2818,
+          2819,
+          2820,
+          2821,
+          2822,
+          2823,
+          2824,
+          2825,
+          2826,
+          2827,
+          2828,
+          2829,
+          2830,
+          2831,
+          2832,
+          2833,
+          2834,
+          2835,
+          2836,
+          2837,
+          2838,
+          2839,
+          2840,
+          2841,
+          2842,
+          2843,
+          2844,
+          2845,
+          2846,
+          2847,
+          2848,
+          2849,
+          2850,
+          2851,
+          2852,
+          2853,
+          2854,
+          2855,
+          2856,
+          2857,
+          2858,
+          2859,
+          2860,
+          2861,
+          2862,
+          2863,
+          2864,
+          2865,
+          2866,
+          2867,
+          2868,
+          2869,
+          2870,
+          2871,
+          2872,
+          2873,
+          2874,
+          2875,
+          2876,
+          2877,
+          2878,
+          2879,
+          2880,
+          2881,
+          2882,
+          2883,
+          2884,
+          2885,
+          2886,
+          2887,
+          2888,
+          2889,
+          2890,
+          2891,
+          2892,
+          2893,
+          2894,
+          2895,
+          2896,
+          2897,
+          2898,
+          2899,
+          2900,
+          2901,
+          2902,
+          2903,
+          2904,
+          2905,
+          2906,
+          2907,
+          2908,
+          2909,
+          2910,
+          2911,
+          2912,
+          2913,
+          2914,
+          2915,
+          2916,
+          2917,
+          2918,
+          2919,
+          2920,
+          2921,
+          2922,
+          2923,
+          2924,
+          2925,
+          2926,
+          2927,
+          2928,
+          2929,
+          2930,
+          2931,
+          2932,
+          2933,
+          2934,
+          2935,
+          2936,
+          2937,
+          2938,
+          2939,
+          2940,
+          2941,
+          2942,
+          2943,
+          2944,
+          2945,
+          2946,
+          2947,
+          2948,
+          2949,
+          2950,
+          2951,
+          2952,
+          2953,
+          2954,
+          2955,
+          2956,
+          2957,
+          2958,
+          2959,
+          2960,
+          2961,
+          2962,
+          2963,
+          2964,
+          2965,
+          2966,
+          2967,
+          2968,
+          2969,
+          2970,
+          2971,
+          2972,
+          2973,
+          2974,
+          2975,
+          2976,
+          2977,
+          2978,
+          2979,
+          2980,
+          2981,
+          2982,
+          2983,
+          2984,
+          2985,
+          2986,
+          2987,
+          2988,
+          2989,
+          2990,
+          2991,
+          2992,
+          2993,
+          2994,
+          2995,
+          2996,
+          2997,
+          2998,
+          2999,
+          3000,
+          3001,
+          3002,
+          3003,
+          3004,
+          3005,
+          3006,
+          3007,
+          3008,
+          3009,
+          3010,
+          3011,
+          3012,
+          3013,
+          3014,
+          3015,
+          3016,
+          3017,
+          3018,
+          3019,
+          3020,
+          3021,
+          3022,
+          3023,
+          3024,
+          3025,
+          3026,
+          3027,
+          3028,
+          3029,
+          3030,
+          3031,
+          3032,
+          3033,
+          3034,
+          3035,
+          3036,
+          3037,
+          3038,
+          3039,
+          3040,
+          3041
+         ],
+         "y": [
+          null,
+          0.23,
+          -0.36,
+          0.95,
+          0.53,
+          0.02,
+          0.38,
+          -0.5,
+          -0.25,
+          0.98,
+          0.04,
+          -1.82,
+          -0.17,
+          -0.14,
+          -0.13,
+          0.91,
+          -1.05,
+          -0.17,
+          -0.02,
+          -0.88,
+          1.21,
+          2.27,
+          -2.87,
+          0.42,
+          1.67,
+          -0.24,
+          -0.99,
+          0.84,
+          0.52,
+          -0.79,
+          -0.41,
+          0.18,
+          1.66,
+          -3.07,
+          1.13,
+          0.07,
+          -0.42,
+          0.63,
+          0.66,
+          0.48,
+          -1.45,
+          0.88,
+          -0.83,
+          -0.12,
+          0.29,
+          0.22,
+          0.68,
+          -2.59,
+          0.5,
+          1.22,
+          -2.04,
+          0.69,
+          -2.54,
+          0.41,
+          -0.21,
+          -0.16,
+          4.76,
+          1.28,
+          -0.76,
+          -0.36,
+          0.71,
+          -1.34,
+          1.15,
+          -1.6,
+          0.95,
+          -1.44,
+          -0.07,
+          2.89,
+          -0.99,
+          1.16,
+          0.08,
+          -1.17,
+          -0.21,
+          -0.41,
+          -0.36,
+          0.89,
+          -0.42,
+          -0.25,
+          -0.83,
+          0.72,
+          -1.71,
+          1.8,
+          0.95,
+          0.02,
+          -1.01,
+          0.68,
+          -0.58,
+          -1.15,
+          0.97,
+          0.75,
+          -1.47,
+          0.14,
+          0.21,
+          1.02,
+          -0.74,
+          0.71,
+          -1.01,
+          -0.45,
+          -0.51,
+          1.18,
+          -0.88,
+          -0.21,
+          0.57,
+          -0.9,
+          -1.53,
+          -0.46,
+          -0.8,
+          1.26,
+          -0.07,
+          0.71,
+          0.18,
+          -0.29,
+          1.22,
+          1.71,
+          0.86,
+          -0.61,
+          -0.65,
+          -0.07,
+          -0.26,
+          0.35,
+          -0.29,
+          0.13,
+          -0.54,
+          -0.07,
+          -0.3,
+          0.14,
+          1.01,
+          -0.59,
+          0.59,
+          0.22,
+          -0.06,
+          -2.04,
+          1.57,
+          -0.73,
+          0.76,
+          -0.02,
+          0.18,
+          -0.28,
+          0.41,
+          0.54,
+          -2.0,
+          1.67,
+          0.86,
+          -1.77,
+          -0.9,
+          1.6,
+          -1.22,
+          0.95,
+          0.34,
+          -3.47,
+          0.92,
+          -0.98,
+          0.63,
+          -0.93,
+          0.07,
+          3.53,
+          -0.21,
+          -0.1,
+          0.01,
+          -0.09,
+          -0.22,
+          -0.21,
+          0.37,
+          0.21,
+          0.14,
+          0.05,
+          -0.08,
+          0.05,
+          0.37,
+          -0.45,
+          0.56,
+          0.14,
+          -0.62,
+          0.51,
+          0.87,
+          -1.58,
+          0.37,
+          -0.63,
+          -0.63,
+          0.84,
+          0.78,
+          0.26,
+          -0.75,
+          -0.12,
+          -0.39,
+          0.2,
+          -2.25,
+          1.19,
+          1.12,
+          -0.72,
+          0.06,
+          0.9,
+          -0.05,
+          1.17,
+          -1.06,
+          -0.68,
+          0.66,
+          -0.32,
+          1.29,
+          -0.86,
+          0.29,
+          0.49,
+          -1.63,
+          -1.16,
+          2.35,
+          -0.71,
+          0.71,
+          -0.37,
+          -0.5,
+          0.92,
+          0.7,
+          -0.83,
+          -1.04,
+          -0.39,
+          0.94,
+          -1.0,
+          0.03,
+          1.05,
+          -0.27,
+          0.31,
+          -0.94,
+          0.31,
+          0.17,
+          0.27,
+          0.66,
+          -1.27,
+          -0.35,
+          1.31,
+          -0.06,
+          0.34,
+          -1.87,
+          0.63,
+          -0.0,
+          1.82,
+          -1.34,
+          -0.72,
+          1.46,
+          -1.05,
+          -0.61,
+          0.32,
+          0.33,
+          0.77,
+          -1.02,
+          -1.87,
+          2.32,
+          0.74,
+          -0.15,
+          -0.88,
+          0.32,
+          -0.2,
+          0.15,
+          0.19,
+          -0.04,
+          0.91,
+          0.65,
+          -0.81,
+          0.48,
+          -0.87,
+          0.74,
+          -0.87,
+          0.82,
+          0.4,
+          -0.2,
+          0.49,
+          -0.71,
+          -0.23,
+          -0.21,
+          -0.16,
+          -0.22,
+          -0.31,
+          0.41,
+          0.29,
+          1.08,
+          -0.14,
+          -1.14,
+          0.42,
+          -0.5,
+          -1.12,
+          1.26,
+          -0.31,
+          1.12,
+          -0.62,
+          -0.03,
+          1.42,
+          -1.8,
+          1.89,
+          -1.27,
+          -0.05,
+          0.3,
+          -1.16,
+          0.08,
+          -0.71,
+          0.25,
+          1.32,
+          -0.34,
+          0.66,
+          0.18,
+          -0.75,
+          -0.35,
+          -0.68,
+          1.58,
+          -0.3,
+          0.3,
+          0.46,
+          -0.64,
+          -0.03,
+          -0.24,
+          1.45,
+          -1.01,
+          -0.58,
+          0.02,
+          0.54,
+          -0.07,
+          -0.56,
+          0.33,
+          -1.35,
+          0.23,
+          -0.15,
+          0.35,
+          0.4,
+          -0.24,
+          -0.87,
+          1.27,
+          -0.47,
+          1.29,
+          -3.52,
+          -0.78,
+          -0.28,
+          1.0,
+          1.73,
+          0.38,
+          0.67,
+          -0.91,
+          -0.25,
+          1.6,
+          0.81,
+          -1.26,
+          -0.33,
+          0.27,
+          -1.87,
+          1.5,
+          0.82,
+          0.05,
+          -0.52,
+          0.79,
+          -0.05,
+          -0.49,
+          -0.42,
+          0.12,
+          0.06,
+          -1.07,
+          1.59,
+          -1.19,
+          -0.98,
+          1.09,
+          -1.26,
+          1.16,
+          -1.09,
+          1.78,
+          0.24,
+          -0.42,
+          -0.05,
+          0.63,
+          0.19,
+          -1.75,
+          0.32,
+          0.51,
+          -0.82,
+          -0.41,
+          -1.35,
+          -0.46,
+          0.08,
+          0.54,
+          -0.46,
+          0.88,
+          -0.84,
+          null,
+          2.39,
+          -0.13,
+          -1.52,
+          0.11,
+          0.44,
+          1.13,
+          -0.66,
+          1.48,
+          0.06,
+          -1.52,
+          1.98,
+          -1.01,
+          0.96,
+          1.69,
+          -2.35,
+          -1.45,
+          1.57,
+          0.35,
+          -0.48,
+          -0.84,
+          -1.65,
+          1.54,
+          0.61,
+          1.02,
+          -1.1,
+          0.19,
+          0.63,
+          -0.83,
+          0.82,
+          -1.35,
+          2.24,
+          -1.77,
+          0.94,
+          -0.54,
+          -0.49,
+          0.09,
+          0.7,
+          -0.76,
+          0.25,
+          0.86,
+          0.11,
+          -2.41,
+          1.95,
+          -4.88,
+          -0.49,
+          0.14,
+          3.46,
+          -1.68,
+          2.33,
+          0.39,
+          0.68,
+          0.13,
+          -1.49,
+          0.25,
+          0.93,
+          1.01,
+          -1.71,
+          0.53,
+          0.39,
+          -0.59,
+          0.86,
+          -1.37,
+          -0.41,
+          0.61,
+          -0.21,
+          0.86,
+          -0.73,
+          -0.09,
+          0.47,
+          -0.57,
+          0.08,
+          -0.01,
+          1.14,
+          -0.2,
+          -0.56,
+          -0.23,
+          -1.03,
+          -0.15,
+          2.09,
+          -0.54,
+          -0.82,
+          -0.15,
+          1.41,
+          -0.4,
+          0.17,
+          0.79,
+          -1.38,
+          0.23,
+          0.65,
+          -1.07,
+          0.28,
+          1.59,
+          -1.83,
+          0.73,
+          0.08,
+          1.65,
+          -1.74,
+          0.08,
+          -0.6,
+          -0.1,
+          0.04,
+          0.94,
+          -0.72,
+          -0.37,
+          1.13,
+          0.18,
+          -0.75,
+          -0.03,
+          0.67,
+          -2.49,
+          2.08,
+          0.09,
+          1.39,
+          -2.24,
+          0.77,
+          -0.08,
+          0.19,
+          0.01,
+          -0.33,
+          -0.01,
+          -0.31,
+          0.59,
+          -0.43,
+          0.99,
+          -1.5,
+          0.99,
+          -0.74,
+          0.11,
+          0.31,
+          0.02,
+          -0.08,
+          0.03,
+          0.35,
+          -1.2,
+          1.0,
+          0.1,
+          -0.95,
+          1.06,
+          -0.23,
+          -0.01,
+          -0.53,
+          0.39,
+          0.11,
+          1.02,
+          -0.52,
+          1.83,
+          -1.16,
+          -1.39,
+          0.46,
+          -0.05,
+          0.77,
+          -0.71,
+          -0.51,
+          -0.07,
+          1.04,
+          -1.18,
+          1.31,
+          -0.63,
+          -0.49,
+          1.21,
+          -0.64,
+          -0.95,
+          0.79,
+          -0.3,
+          0.67,
+          -0.86,
+          0.17,
+          0.17,
+          -0.11,
+          -1.25,
+          0.07,
+          2.43,
+          0.2,
+          0.12,
+          -1.49,
+          -0.28,
+          -0.01,
+          -0.43,
+          1.2,
+          0.67,
+          -0.8,
+          -0.06,
+          -0.24,
+          0.83,
+          1.29,
+          -2.37,
+          0.54,
+          1.17,
+          -0.28,
+          0.62,
+          -0.56,
+          0.08,
+          -3.13,
+          2.93,
+          -1.69,
+          0.81,
+          1.37,
+          -2.12,
+          0.17,
+          0.39,
+          -0.73,
+          2.0,
+          -0.09,
+          -0.42,
+          -0.59,
+          0.17,
+          0.17,
+          0.37,
+          -1.05,
+          0.18,
+          -0.37,
+          -1.62,
+          2.43,
+          -0.94,
+          1.75,
+          -0.17,
+          -0.01,
+          0.2,
+          -1.2,
+          0.63,
+          -1.09,
+          1.03,
+          -2.67,
+          2.27,
+          0.91,
+          -1.11,
+          -1.48,
+          2.25,
+          -0.59,
+          0.72,
+          -0.36,
+          0.88,
+          -1.18,
+          0.06,
+          0.51,
+          -0.26,
+          0.49,
+          -1.11,
+          0.85,
+          -0.34,
+          -0.38,
+          0.86,
+          -0.45,
+          -0.15,
+          0.33,
+          -0.11,
+          -0.54,
+          -0.16,
+          1.74,
+          -1.32,
+          -0.43,
+          -0.6,
+          -1.09,
+          1.3,
+          -0.07,
+          0.99,
+          -0.88,
+          0.34,
+          0.2,
+          -0.32,
+          0.37,
+          0.45,
+          -1.08,
+          -0.25,
+          -0.65,
+          0.77,
+          -0.78,
+          2.13,
+          -1.34,
+          -0.3,
+          1.22,
+          -0.15,
+          -1.69,
+          -0.03,
+          0.6,
+          0.08,
+          1.22,
+          -0.41,
+          -0.1,
+          -0.36,
+          0.51,
+          0.3,
+          -0.91,
+          -0.38,
+          0.0,
+          0.24,
+          -1.02,
+          0.99,
+          0.62,
+          -0.64,
+          0.51,
+          -0.72,
+          1.35,
+          -2.13,
+          0.4,
+          -0.48,
+          1.35,
+          -1.33,
+          0.08,
+          0.12,
+          1.14,
+          -0.72,
+          1.5,
+          -0.72,
+          0.85,
+          0.41,
+          -0.27,
+          -1.93,
+          0.44,
+          -0.09,
+          -0.03,
+          0.22,
+          0.37,
+          -0.15,
+          -0.05,
+          -0.6,
+          -0.04,
+          -0.22,
+          1.98,
+          0.39,
+          0.01,
+          -0.63,
+          -0.79,
+          0.7,
+          0.44,
+          -0.73,
+          -0.33,
+          0.61,
+          -0.38,
+          0.68,
+          -0.18,
+          0.92,
+          -1.73,
+          1.05,
+          -0.04,
+          -1.45,
+          1.31,
+          -0.53,
+          -0.24,
+          -0.92,
+          1.27,
+          1.02,
+          -0.23,
+          -0.31,
+          -0.4,
+          -0.78,
+          1.31,
+          -1.3,
+          1.16,
+          -0.69,
+          1.89,
+          -0.34,
+          -1.57,
+          1.25,
+          0.96,
+          -1.25,
+          0.5,
+          -0.08,
+          -0.86,
+          -0.29,
+          1.17,
+          -1.32,
+          0.7,
+          -0.52,
+          -0.71,
+          1.67,
+          -0.21,
+          -0.13,
+          1.1,
+          -2.54,
+          2.22,
+          -1.26,
+          0.16,
+          -0.62,
+          0.19,
+          0.02,
+          0.19,
+          -0.01,
+          -0.51,
+          0.89,
+          null,
+          -0.68,
+          0.1,
+          -1.19,
+          1.11,
+          -0.71,
+          0.72,
+          -0.54,
+          0.56,
+          1.38,
+          -1.72,
+          0.74,
+          -0.58,
+          0.75,
+          -2.86,
+          1.82,
+          -0.58,
+          0.66,
+          -1.19,
+          0.89,
+          0.19,
+          -0.9,
+          1.66,
+          0.04,
+          0.04,
+          0.66,
+          0.11,
+          -1.63,
+          0.51,
+          -2.0,
+          1.7,
+          -0.26,
+          0.11,
+          0.15,
+          1.03,
+          -1.46,
+          1.03,
+          -0.65,
+          0.6,
+          0.88,
+          -1.58,
+          0.25,
+          1.12,
+          -2.0,
+          2.16,
+          -1.68,
+          0.68,
+          0.07,
+          0.87,
+          -0.96,
+          0.86,
+          -0.67,
+          -0.32,
+          -0.0,
+          -0.38,
+          0.7,
+          0.09,
+          -0.52,
+          -0.15,
+          -0.55,
+          0.78,
+          -0.36,
+          0.11,
+          -1.15,
+          1.18,
+          -1.75,
+          0.26,
+          -0.3,
+          1.92,
+          0.96,
+          -1.43,
+          -1.03,
+          1.74,
+          0.75,
+          -1.48,
+          -1.3,
+          2.06,
+          -0.25,
+          0.31,
+          -0.6,
+          0.51,
+          0.2,
+          -0.64,
+          -0.77,
+          0.59,
+          0.4,
+          1.23,
+          -0.31,
+          -0.98,
+          -0.57,
+          -0.18,
+          1.15,
+          0.12,
+          -0.01,
+          1.25,
+          -0.77,
+          -0.05,
+          -0.38,
+          0.48,
+          -0.19,
+          0.01,
+          -0.27,
+          -0.02,
+          -0.6,
+          -0.5,
+          0.65,
+          -0.21,
+          1.1,
+          -1.46,
+          -0.21,
+          1.68,
+          -1.06,
+          -0.12,
+          0.27,
+          0.44,
+          -1.13,
+          1.52,
+          -0.55,
+          -0.35,
+          0.26,
+          -0.99,
+          1.19,
+          -0.25,
+          -0.61,
+          -0.36,
+          1.89,
+          -0.97,
+          0.02,
+          0.37,
+          -0.92,
+          0.21,
+          -1.0,
+          1.47,
+          -0.23,
+          -0.8,
+          2.87,
+          -1.72,
+          -1.37,
+          0.56,
+          -0.12,
+          -1.34,
+          2.07,
+          -0.71,
+          0.64,
+          -1.59,
+          0.86,
+          1.65,
+          -0.65,
+          0.45,
+          -1.65,
+          0.75,
+          0.59,
+          -0.16,
+          -0.54,
+          -0.06,
+          -1.33,
+          0.82,
+          0.98,
+          -0.3,
+          0.24,
+          -0.27,
+          0.78,
+          -0.02,
+          -1.68,
+          1.87,
+          0.65,
+          -1.64,
+          0.31,
+          -0.87,
+          0.52,
+          1.0,
+          -2.88,
+          1.53,
+          -0.57,
+          0.42,
+          1.24,
+          -2.12,
+          1.77,
+          -0.75,
+          0.13,
+          -0.49,
+          1.29,
+          0.39,
+          -0.5,
+          -0.99,
+          1.61,
+          -0.51,
+          -0.71,
+          2.06,
+          -2.01,
+          -0.02,
+          2.29,
+          -1.61,
+          -2.02,
+          2.06,
+          0.09,
+          -2.54,
+          3.51,
+          -0.02,
+          -1.85,
+          -0.21,
+          -0.21,
+          0.57,
+          0.15,
+          -0.02,
+          1.89,
+          -1.37,
+          0.22,
+          -0.01,
+          0.33,
+          -1.1,
+          -0.07,
+          0.04,
+          1.27,
+          -1.8,
+          0.47,
+          0.56,
+          -0.01,
+          -0.74,
+          0.89,
+          -0.46,
+          0.4,
+          -0.01,
+          0.64,
+          -0.81,
+          0.14,
+          -0.85,
+          0.07,
+          -0.01,
+          0.24,
+          -1.56,
+          0.68,
+          1.8,
+          -0.38,
+          1.73,
+          -2.83,
+          -0.56,
+          2.38,
+          -1.16,
+          -0.35,
+          0.55,
+          -0.51,
+          -0.63,
+          1.63,
+          -0.92,
+          1.01,
+          -0.72,
+          -0.38,
+          0.21,
+          0.7,
+          -0.72,
+          0.37,
+          0.21,
+          -0.65,
+          -0.57,
+          1.1,
+          0.57,
+          0.64,
+          -1.52,
+          2.36,
+          -0.68,
+          0.4,
+          -0.9,
+          0.08,
+          -0.26,
+          0.77,
+          -0.73,
+          2.03,
+          -2.7,
+          0.18,
+          -1.46,
+          2.48,
+          0.81,
+          -1.01,
+          0.26,
+          -0.04,
+          -0.02,
+          0.03,
+          -0.44,
+          0.33,
+          -1.92,
+          1.82,
+          0.05,
+          0.68,
+          -0.88,
+          0.01,
+          0.09,
+          -0.42,
+          0.62,
+          -0.38,
+          1.01,
+          -0.54,
+          0.01,
+          -0.11,
+          -0.24,
+          0.24,
+          -1.22,
+          1.11,
+          -0.39,
+          0.56,
+          0.27,
+          -1.48,
+          1.35,
+          -0.44,
+          -0.08,
+          -0.55,
+          0.79,
+          -0.71,
+          1.16,
+          0.43,
+          -0.48,
+          -0.29,
+          1.62,
+          -0.72,
+          -0.75,
+          -0.05,
+          -0.74,
+          2.17,
+          -1.24,
+          -0.63,
+          0.66,
+          0.11,
+          0.97,
+          -1.02,
+          -1.3,
+          0.18,
+          1.58,
+          -2.43,
+          -0.02,
+          -0.43,
+          -0.99,
+          1.83,
+          0.64,
+          0.05,
+          -0.99,
+          0.09,
+          0.74,
+          -0.17,
+          0.82,
+          -0.33,
+          -0.88,
+          0.48,
+          -0.36,
+          0.29,
+          0.24,
+          0.1,
+          0.22,
+          -0.29,
+          -0.3,
+          0.74,
+          -1.46,
+          -0.99,
+          1.16,
+          0.67,
+          -0.3,
+          -0.67,
+          1.65,
+          -0.4,
+          -0.21,
+          -0.18,
+          0.28,
+          -0.2,
+          -0.21,
+          0.5,
+          0.04,
+          -0.89,
+          0.02,
+          -0.33,
+          0.17,
+          -0.9,
+          1.2,
+          -0.4,
+          -0.59,
+          0.54,
+          0.98,
+          -0.69,
+          2.18,
+          -1.48,
+          0.5,
+          -1.9,
+          0.4,
+          0.19,
+          -0.42,
+          0.67,
+          -0.85,
+          0.49,
+          -0.72,
+          0.82,
+          -0.18,
+          1.5,
+          null,
+          0.26,
+          0.43,
+          1.23,
+          -0.79,
+          -1.39,
+          -0.49,
+          0.73,
+          -0.39,
+          0.42,
+          -0.83,
+          -0.85,
+          -0.82,
+          2.02,
+          0.37,
+          -0.82,
+          -0.14,
+          0.51,
+          0.67,
+          0.43,
+          -1.71,
+          1.2,
+          -0.5,
+          1.89,
+          -2.02,
+          -0.68,
+          0.72,
+          0.21,
+          -2.38,
+          2.17,
+          -1.67,
+          1.64,
+          0.16,
+          -0.48,
+          0.19,
+          -0.58,
+          -1.02,
+          0.99,
+          0.56,
+          -1.53,
+          1.04,
+          -0.51,
+          0.16,
+          1.19,
+          -0.45,
+          0.51,
+          0.62,
+          -1.7,
+          2.28,
+          -0.45,
+          1.53,
+          -1.73,
+          -0.91,
+          0.14,
+          -0.26,
+          0.23,
+          -0.56,
+          0.37,
+          1.54,
+          -1.23,
+          -0.52,
+          0.42,
+          1.44,
+          -1.94,
+          0.08,
+          1.15,
+          -1.14,
+          -0.23,
+          0.62,
+          -0.04,
+          -0.06,
+          0.05,
+          0.78,
+          -0.2,
+          -0.49,
+          0.44,
+          0.8,
+          -0.54,
+          -1.14,
+          0.1,
+          -1.54,
+          0.46,
+          1.35,
+          0.18,
+          0.11,
+          -0.41,
+          -1.22,
+          0.47,
+          -0.31,
+          -1.07,
+          0.37,
+          1.46,
+          -0.07,
+          -0.15,
+          0.77,
+          -0.64,
+          0.5,
+          0.17,
+          -0.24,
+          0.51,
+          -1.09,
+          0.58,
+          0.42,
+          0.99,
+          -0.57,
+          1.02,
+          -1.47,
+          -0.13,
+          -0.65,
+          1.73,
+          -0.55,
+          0.38,
+          -0.44,
+          -1.27,
+          -0.91,
+          0.52,
+          1.71,
+          -1.99,
+          1.17,
+          0.44,
+          -0.08,
+          -0.39,
+          0.06,
+          -0.65,
+          1.1,
+          -0.5,
+          0.07,
+          -0.2,
+          0.72,
+          -1.11,
+          0.44,
+          -0.23,
+          0.64,
+          -0.46,
+          0.42,
+          -0.33,
+          1.64,
+          -1.59,
+          -0.32,
+          -0.44,
+          0.96,
+          0.59,
+          -0.71,
+          0.61,
+          -0.33,
+          0.06,
+          -0.45,
+          -0.43,
+          -0.59,
+          0.75,
+          0.1,
+          -0.78,
+          -0.16,
+          1.72,
+          -0.68,
+          0.43,
+          -0.3,
+          1.02,
+          -0.5,
+          1.16,
+          -1.01,
+          -0.54,
+          0.04,
+          -0.82,
+          2.74,
+          -1.58,
+          -0.52,
+          0.6,
+          1.2,
+          -1.38,
+          -0.57,
+          0.08,
+          0.93,
+          -1.79,
+          0.75,
+          -1.32,
+          2.44,
+          -1.18,
+          0.62,
+          -0.53,
+          1.52,
+          -1.47,
+          1.57,
+          -0.3,
+          -0.78,
+          -1.32,
+          -0.4,
+          1.2,
+          0.52,
+          -0.57,
+          0.42,
+          -0.57,
+          0.57,
+          0.67,
+          1.12,
+          -1.16,
+          0.03,
+          0.11,
+          -1.02,
+          1.64,
+          -1.11,
+          -0.35,
+          -1.85,
+          1.02,
+          1.34,
+          -0.29,
+          0.86,
+          -2.58,
+          0.91,
+          -0.12,
+          -0.23,
+          0.06,
+          0.07,
+          0.74,
+          -1.38,
+          2.26,
+          0.16,
+          -3.84,
+          2.61,
+          0.54,
+          -0.53,
+          0.31,
+          -1.15,
+          0.53,
+          -0.38,
+          0.2,
+          0.89,
+          -0.32,
+          0.25,
+          -0.42,
+          -0.46,
+          -0.42,
+          3.08,
+          -2.83,
+          0.26,
+          0.88,
+          -1.14,
+          0.87,
+          -0.3,
+          -1.12,
+          0.4,
+          1.02,
+          -0.05,
+          -0.03,
+          0.79,
+          -1.19,
+          -0.07,
+          0.38,
+          1.02,
+          -2.39,
+          -1.17,
+          0.66,
+          1.06,
+          -0.82,
+          -0.15,
+          -1.39,
+          1.34,
+          -0.01,
+          0.35,
+          -0.22,
+          0.02,
+          1.81,
+          -0.04,
+          -1.03,
+          -0.64,
+          -0.82,
+          0.2,
+          0.16,
+          0.76,
+          0.43,
+          -0.76,
+          0.02,
+          0.88,
+          0.37,
+          -0.98,
+          0.96,
+          -1.75,
+          -1.32,
+          1.36,
+          0.28,
+          -0.21,
+          1.1,
+          0.3,
+          -1.66,
+          2.31,
+          -1.5,
+          0.19,
+          0.87,
+          -1.48,
+          0.03,
+          0.44,
+          -2.08,
+          3.79,
+          -0.95,
+          -0.32,
+          -0.94,
+          -0.18,
+          0.22,
+          -1.24,
+          1.38,
+          -0.49,
+          0.05,
+          -0.67,
+          1.27,
+          0.15,
+          0.33,
+          -0.12,
+          -0.25,
+          0.58,
+          -0.54,
+          -1.09,
+          1.55,
+          0.64,
+          -0.26,
+          0.45,
+          -0.3,
+          -0.28,
+          0.88,
+          -1.11,
+          1.26,
+          -1.03,
+          -0.36,
+          0.91,
+          -0.3,
+          -0.23,
+          0.44,
+          -0.62,
+          -0.53,
+          1.34,
+          -1.39,
+          0.29,
+          1.56,
+          0.58,
+          -1.31,
+          -0.98,
+          0.76,
+          0.05,
+          -0.16,
+          0.78,
+          -0.63,
+          0.48,
+          0.24,
+          -0.02,
+          0.6,
+          0.02,
+          -1.32,
+          0.7,
+          -0.93,
+          0.36,
+          -1.29,
+          1.43,
+          1.24,
+          -1.99,
+          0.51,
+          0.15,
+          -0.25,
+          1.06,
+          -0.16,
+          0.26,
+          -0.49,
+          -0.77,
+          0.17,
+          0.39,
+          -0.5,
+          0.68,
+          -0.41,
+          1.11,
+          -0.96,
+          -2.42,
+          3.18,
+          0.77,
+          -1.83,
+          0.96,
+          -0.01,
+          -0.13,
+          -0.59,
+          0.2,
+          0.15,
+          0.28,
+          0.33,
+          0.64,
+          null,
+          -2.3,
+          1.24,
+          0.29,
+          -0.45,
+          -2.06,
+          2.15,
+          -0.53,
+          -1.08,
+          -0.24,
+          -1.97,
+          1.69,
+          -0.03,
+          0.68,
+          0.52,
+          0.17,
+          0.17,
+          -0.23,
+          0.64,
+          -0.03,
+          0.28,
+          -1.8,
+          -0.38,
+          1.49,
+          -2.41,
+          0.76,
+          0.48,
+          -0.88,
+          0.67,
+          -0.87,
+          3.22,
+          -0.13,
+          -1.5,
+          0.06,
+          -0.66,
+          1.9,
+          -0.66,
+          -1.65,
+          1.08,
+          2.27,
+          -1.43,
+          -0.12,
+          0.29,
+          0.71,
+          -1.22,
+          -1.3,
+          1.08,
+          0.52,
+          -0.64,
+          0.9,
+          0.39,
+          0.29,
+          -0.57,
+          1.13,
+          -0.71,
+          -1.93,
+          0.31,
+          -1.17,
+          1.04,
+          0.02,
+          -0.62,
+          1.38,
+          -0.98,
+          0.54,
+          -0.44,
+          -0.54,
+          -0.42,
+          0.93,
+          1.3,
+          -2.15,
+          1.36,
+          -0.63,
+          0.28,
+          0.81,
+          -0.64,
+          0.0,
+          0.24,
+          0.11,
+          1.39,
+          -0.45,
+          -0.39,
+          -0.64,
+          1.17,
+          -1.23,
+          0.3,
+          0.08,
+          -0.24,
+          0.44,
+          0.48,
+          -0.91,
+          2.14,
+          -1.15,
+          0.09,
+          -0.16,
+          -1.03,
+          0.64,
+          1.52,
+          -0.45,
+          0.33,
+          -0.91,
+          0.54,
+          0.73,
+          -0.95,
+          0.16,
+          0.37,
+          -0.82,
+          -2.42,
+          0.99,
+          2.7,
+          0.6,
+          0.61,
+          -1.36,
+          0.02,
+          1.26,
+          -1.13,
+          -0.29,
+          0.3,
+          -0.07,
+          1.06,
+          -1.38,
+          -0.04,
+          -0.2,
+          0.59,
+          -0.82,
+          0.15,
+          1.21,
+          -0.25,
+          -0.75,
+          0.4,
+          0.77,
+          -1.14,
+          0.1,
+          0.37,
+          -0.22,
+          0.26,
+          1.24,
+          -1.84,
+          0.78,
+          -0.31,
+          -0.2,
+          -0.05,
+          -1.03,
+          0.73,
+          -1.35,
+          1.01,
+          -0.34,
+          1.13,
+          -1.21,
+          -0.39,
+          -0.47,
+          0.37,
+          1.02,
+          -0.36,
+          -0.7,
+          0.81,
+          0.98,
+          -1.03,
+          -1.35,
+          1.45,
+          -0.7,
+          0.06,
+          1.4,
+          -1.83,
+          0.73,
+          0.61,
+          -1.49,
+          -0.32,
+          -0.51,
+          0.1,
+          -0.56,
+          0.14,
+          0.68,
+          -0.54,
+          0.03,
+          0.24,
+          1.14,
+          -0.63,
+          -0.93,
+          1.13,
+          -1.87,
+          0.18,
+          -0.38,
+          0.96,
+          -0.45,
+          1.17,
+          -1.26,
+          0.5,
+          0.64,
+          -0.57,
+          -0.7,
+          0.68,
+          0.78,
+          0.74,
+          -0.68,
+          0.78,
+          0.42,
+          0.0,
+          -1.11,
+          -0.72,
+          -0.23,
+          0.77,
+          -1.4,
+          2.71,
+          -0.15,
+          0.07,
+          -0.11,
+          1.83,
+          -1.15,
+          -2.47,
+          -1.08,
+          2.04,
+          0.03,
+          -1.87,
+          1.23,
+          -0.21,
+          -0.88,
+          1.49,
+          -0.14,
+          0.62,
+          0.54,
+          -1.41,
+          0.75,
+          1.06,
+          -1.26,
+          -0.87,
+          0.56,
+          -0.35,
+          1.85,
+          -1.73,
+          0.34,
+          0.18,
+          -0.45,
+          0.54,
+          -0.37,
+          -0.35,
+          0.3,
+          0.93,
+          -1.43,
+          1.2,
+          -0.48,
+          1.24,
+          -0.57,
+          0.33,
+          -0.5,
+          -0.78,
+          1.2,
+          -0.72,
+          -3.59,
+          -0.73,
+          2.36,
+          -0.96,
+          0.76,
+          2.26,
+          0.66,
+          0.23,
+          0.6,
+          -0.76,
+          -0.84,
+          1.57,
+          -2.98,
+          -0.59,
+          3.6,
+          -1.69,
+          -0.22,
+          1.56,
+          1.42,
+          -0.2,
+          -1.03,
+          0.19,
+          0.77,
+          -1.2,
+          3.19,
+          -3.59,
+          0.33,
+          1.38,
+          -1.0,
+          -1.81,
+          0.7,
+          0.08,
+          0.89,
+          0.28,
+          0.62,
+          -1.63,
+          1.4,
+          -0.83,
+          0.97,
+          -0.94,
+          -0.88,
+          0.21,
+          0.06,
+          0.12,
+          -0.44,
+          -0.13,
+          0.11,
+          -1.07,
+          1.96,
+          0.5,
+          0.87,
+          -0.19,
+          -1.53,
+          1.14,
+          0.38,
+          0.28,
+          -0.01,
+          -1.39,
+          0.05,
+          -0.03,
+          -0.53,
+          -0.37,
+          1.14,
+          -0.7,
+          1.14,
+          0.21,
+          -0.76,
+          -0.92,
+          0.7,
+          -0.47,
+          0.46,
+          0.09,
+          -0.65,
+          -0.5,
+          0.89,
+          0.08,
+          -1.24,
+          2.99,
+          -1.18,
+          0.96,
+          -1.48,
+          0.32,
+          -0.57,
+          -0.45,
+          0.94,
+          -0.4,
+          0.73,
+          0.59,
+          -0.14,
+          0.32,
+          -0.28,
+          -1.09,
+          -0.08,
+          1.27,
+          0.14,
+          -0.45,
+          1.18,
+          -1.71,
+          0.13,
+          -3.7,
+          -0.97,
+          0.93,
+          3.44,
+          1.05,
+          -0.53,
+          1.24,
+          -1.08,
+          -0.74,
+          0.25,
+          -1.05,
+          0.15,
+          0.04,
+          0.48,
+          -0.44,
+          1.35,
+          -1.24,
+          0.57,
+          -0.65,
+          0.02,
+          1.57,
+          -1.6,
+          0.24,
+          0.16,
+          1.74,
+          -1.66,
+          1.25,
+          -1.12,
+          -1.73,
+          1.46,
+          1.29,
+          null,
+          -4.78,
+          0.46,
+          -1.29,
+          0.17,
+          5.53,
+          -0.43,
+          0.77,
+          -1.47,
+          -0.39,
+          0.12,
+          -0.82,
+          1.07,
+          0.93,
+          -0.56,
+          1.5,
+          -1.57,
+          -0.25,
+          0.88,
+          -1.36,
+          0.91,
+          0.13,
+          -0.94,
+          0.24,
+          0.57,
+          1.42,
+          -2.22,
+          1.27,
+          -1.27,
+          -0.67,
+          0.79,
+          1.42,
+          -0.75,
+          -0.0,
+          -0.58,
+          1.85,
+          -3.16,
+          0.9,
+          -0.12,
+          0.07,
+          0.75,
+          -1.84,
+          0.52,
+          1.1,
+          -0.02,
+          0.66,
+          -1.06,
+          0.36,
+          0.17,
+          -1.3,
+          0.52,
+          0.64,
+          2.1,
+          0.19,
+          0.34,
+          -0.24,
+          1.28,
+          -3.11,
+          0.65,
+          -0.51,
+          -0.1,
+          -0.52,
+          -0.58,
+          0.77,
+          0.27,
+          -0.14,
+          0.68,
+          -0.17,
+          -0.78,
+          -0.25,
+          1.16,
+          0.6,
+          -0.69,
+          -0.83,
+          0.21,
+          -0.92,
+          -0.45,
+          0.72,
+          0.63,
+          0.67,
+          -0.66,
+          0.08,
+          -0.16,
+          -0.49,
+          0.77,
+          0.87,
+          -1.63,
+          0.23,
+          -0.93,
+          0.48,
+          -0.55,
+          1.08,
+          -0.25,
+          0.8,
+          -0.82,
+          1.59,
+          -1.29,
+          -0.48,
+          0.85,
+          -0.89,
+          -0.75,
+          0.88,
+          0.92,
+          -0.1,
+          -0.13,
+          -0.28,
+          -2.77,
+          0.84,
+          1.92,
+          -1.44,
+          -1.38,
+          1.08,
+          -0.88,
+          0.73,
+          1.58,
+          -0.64,
+          0.73,
+          1.07,
+          -0.96,
+          -0.67,
+          -0.85,
+          -0.03,
+          -0.34,
+          1.1,
+          -1.65,
+          -2.03,
+          -0.46,
+          1.3,
+          -1.17,
+          0.13,
+          3.73,
+          -1.32,
+          1.27,
+          -1.02,
+          0.08,
+          0.57,
+          -0.23,
+          -0.57,
+          -0.14,
+          0.6,
+          -0.97,
+          0.1,
+          0.24,
+          0.66,
+          0.05,
+          -0.48,
+          1.08,
+          -0.58,
+          0.28,
+          0.43,
+          -0.94,
+          0.94,
+          -1.42,
+          1.4,
+          -0.98,
+          0.55,
+          -0.44,
+          -0.83,
+          1.82,
+          0.33,
+          -0.06,
+          0.59,
+          0.45,
+          -0.82,
+          -0.03,
+          -1.54,
+          -0.58,
+          1.08,
+          -1.15,
+          -0.98,
+          1.76,
+          3.21,
+          -1.56,
+          1.41,
+          -0.09,
+          -1.57,
+          1.25,
+          0.9,
+          -1.73,
+          0.43,
+          -0.02,
+          -1.14,
+          1.24,
+          0.33,
+          -1.7,
+          1.37,
+          -0.98,
+          0.19,
+          1.02,
+          0.25,
+          -0.06,
+          -0.51,
+          0.29,
+          -0.66,
+          0.77,
+          -1.82,
+          0.84,
+          0.2,
+          -1.27,
+          0.94,
+          -1.84,
+          0.18,
+          1.3,
+          -1.25,
+          1.27,
+          -4.94,
+          1.79,
+          -2.18,
+          1.21,
+          4.73,
+          -0.32,
+          -0.8,
+          1.68,
+          0.26,
+          0.33,
+          -0.69,
+          -0.29,
+          0.23,
+          -1.73,
+          1.15,
+          0.71,
+          -1.1,
+          0.48,
+          1.28,
+          -1.88,
+          0.97,
+          -0.08,
+          1.29,
+          -1.41,
+          0.9,
+          -0.35,
+          0.26,
+          0.61,
+          -1.6,
+          -0.35,
+          0.66,
+          0.22,
+          -0.5,
+          -0.1,
+          -0.27,
+          -0.08,
+          0.38,
+          0.38,
+          -1.43,
+          0.83,
+          -0.02,
+          -0.49,
+          1.82,
+          -1.08,
+          -0.31,
+          -0.24,
+          0.33,
+          0.27,
+          0.44,
+          -0.34,
+          -0.52,
+          1.11,
+          0.11,
+          -1.52,
+          0.82,
+          -0.09,
+          1.16,
+          -0.7,
+          0.74,
+          0.07,
+          -2.67,
+          0.48,
+          -1.68,
+          1.13,
+          -1.25,
+          0.9,
+          0.16,
+          -0.65,
+          0.71,
+          -1.82,
+          2.08,
+          -0.73,
+          1.18,
+          0.9,
+          -0.36,
+          -0.85,
+          -1.26,
+          2.23,
+          -2.0,
+          1.03,
+          1.77,
+          -1.89,
+          0.18,
+          1.03,
+          -0.55,
+          1.23,
+          -1.36,
+          0.9,
+          -0.55,
+          -1.11,
+          0.29,
+          -1.11,
+          1.19,
+          0.03,
+          -0.85,
+          0.89,
+          0.27,
+          -0.34,
+          -0.24,
+          -0.37,
+          -0.28,
+          0.46,
+          -1.14,
+          1.31,
+          0.28,
+          0.28,
+          -0.44,
+          -0.31,
+          0.32,
+          -0.68,
+          0.3,
+          -0.72,
+          1.06,
+          0.15,
+          -2.06,
+          2.11,
+          0.09,
+          1.37,
+          -2.16,
+          0.11,
+          -0.68,
+          1.08,
+          0.23,
+          0.53,
+          -0.23,
+          0.82,
+          -1.72,
+          1.43,
+          0.03,
+          -0.56,
+          -0.67,
+          1.07,
+          -0.52,
+          -0.25,
+          -0.79,
+          0.27,
+          1.05,
+          -0.52,
+          -1.14,
+          -0.31,
+          -0.24,
+          1.22,
+          -1.38,
+          0.58,
+          0.37,
+          -1.85,
+          1.23,
+          1.07,
+          0.01,
+          0.3,
+          -0.11,
+          1.28,
+          0.61,
+          -1.27,
+          2.2,
+          -2.19,
+          -1.19,
+          -0.42,
+          0.06,
+          1.22,
+          -0.2,
+          -0.15,
+          0.87,
+          -0.3,
+          0.07,
+          -0.27,
+          0.22,
+          -1.22,
+          0.67,
+          0.71,
+          -0.38,
+          0.71,
+          0.61,
+          -1.51,
+          0.9,
+          -0.22,
+          -0.01,
+          1.12,
+          0.27,
+          0.42,
+          0.03,
+          -1.71,
+          0.86,
+          null,
+          -1.75,
+          -0.76,
+          0.77,
+          -0.22,
+          -0.24,
+          -1.36,
+          0.12,
+          1.44,
+          -1.98,
+          1.45,
+          0.65,
+          -0.88,
+          0.54,
+          0.79,
+          -1.04,
+          -0.05,
+          0.61,
+          -0.31,
+          1.9,
+          -2.49,
+          2.77,
+          -2.21,
+          0.17,
+          0.69,
+          -1.51,
+          1.12,
+          0.12,
+          0.45,
+          0.03,
+          -0.1,
+          0.11,
+          -0.95,
+          0.92,
+          -0.8,
+          0.27,
+          0.12,
+          1.06,
+          -0.38,
+          -1.07,
+          -0.4,
+          0.46,
+          -0.03,
+          -0.09,
+          0.42,
+          0.36,
+          1.13,
+          -1.22,
+          -0.3,
+          0.73,
+          -0.75,
+          0.35,
+          -0.18,
+          0.91,
+          0.1,
+          -1.0,
+          -0.75,
+          -1.26,
+          1.24,
+          -0.48,
+          -0.53,
+          1.43,
+          -0.77,
+          1.29,
+          -0.35,
+          -0.8,
+          0.71,
+          0.62,
+          -0.29,
+          0.37,
+          -0.95,
+          0.04,
+          0.66,
+          -0.24,
+          0.34,
+          -0.25,
+          -0.14,
+          -1.33,
+          1.32,
+          -0.26,
+          -0.0,
+          0.44,
+          -1.02,
+          0.59,
+          -0.53,
+          0.27,
+          1.48,
+          -0.74,
+          -1.61,
+          0.18,
+          1.95,
+          -0.18,
+          -0.76,
+          -0.49,
+          1.57,
+          0.63,
+          0.48,
+          -1.6,
+          -0.43,
+          1.31,
+          0.66,
+          -0.71,
+          1.73,
+          -1.25,
+          0.16,
+          0.69,
+          0.64,
+          -1.15,
+          -0.44,
+          1.52,
+          -0.43,
+          0.05,
+          -1.14,
+          -1.33,
+          0.48,
+          1.23,
+          -0.79,
+          1.26,
+          -0.79,
+          0.24,
+          -1.29,
+          1.88,
+          -0.87,
+          0.45,
+          0.34,
+          -0.13,
+          -1.39,
+          2.36,
+          -1.5,
+          -0.4,
+          1.27,
+          -1.6,
+          -0.33,
+          1.27,
+          -0.08,
+          0.93,
+          -0.2,
+          -1.86,
+          -0.65,
+          0.51,
+          0.78,
+          0.79,
+          -0.52,
+          -0.2,
+          0.0,
+          0.49,
+          1.06,
+          -1.38,
+          -0.97,
+          1.48,
+          -0.81,
+          2.3,
+          -2.44,
+          -0.84,
+          -0.17,
+          -0.79,
+          1.76,
+          -0.1,
+          -1.45,
+          1.05,
+          -0.0,
+          -0.31,
+          -0.82,
+          -1.41,
+          -0.27,
+          1.36,
+          1.08,
+          -1.03,
+          -0.12,
+          0.35,
+          0.07,
+          -0.17,
+          1.93,
+          -0.93,
+          -0.16,
+          0.74,
+          -0.52,
+          0.6,
+          0.41,
+          -1.32,
+          1.52,
+          -1.12,
+          -0.81,
+          0.52,
+          -1.95,
+          1.38,
+          -0.01,
+          0.35,
+          -1.55,
+          1.7,
+          0.39,
+          0.15,
+          -0.42,
+          0.21,
+          -0.9,
+          1.08,
+          -1.38,
+          1.41,
+          -0.35,
+          0.45,
+          -0.89,
+          -1.2,
+          0.83,
+          -1.07,
+          1.09,
+          -0.52,
+          1.25,
+          -0.81,
+          1.54,
+          -1.5,
+          0.43,
+          -0.32,
+          0.94,
+          -0.37,
+          -0.64,
+          0.01,
+          0.41,
+          1.5,
+          -1.0,
+          -0.1,
+          0.24,
+          -1.08,
+          0.16,
+          1.42,
+          -2.4,
+          2.19,
+          1.38,
+          -2.2,
+          -0.2,
+          -0.02,
+          0.36,
+          -0.67,
+          1.01,
+          -0.95,
+          0.28,
+          0.26,
+          -0.08,
+          0.38,
+          -1.51,
+          0.86,
+          -0.79,
+          -1.02,
+          1.89,
+          -1.21,
+          2.33,
+          0.38,
+          -1.47,
+          -0.6,
+          1.28,
+          -0.28,
+          -0.93,
+          -0.66,
+          0.45,
+          0.21,
+          -0.58,
+          1.56,
+          -0.22,
+          0.05,
+          0.0,
+          -0.41,
+          0.39,
+          0.03,
+          -0.92,
+          2.38,
+          -0.88,
+          0.65,
+          0.39,
+          -1.23,
+          1.76,
+          -2.18,
+          1.95,
+          -1.08,
+          -0.5,
+          0.89,
+          0.02,
+          1.09,
+          -3.2,
+          2.46,
+          -0.42,
+          0.67,
+          -0.32,
+          -1.66,
+          1.19,
+          0.06,
+          -0.71,
+          0.53,
+          0.39,
+          0.78,
+          -2.66,
+          2.1,
+          0.13,
+          0.12,
+          -0.14,
+          -0.13,
+          0.45,
+          -0.61,
+          -0.74,
+          0.4,
+          0.77,
+          0.64,
+          -0.08,
+          0.02,
+          -0.44,
+          -1.24,
+          -1.04,
+          0.61,
+          0.58,
+          0.81,
+          0.05,
+          0.45,
+          -0.73,
+          0.05,
+          1.42,
+          -1.51,
+          0.51,
+          -0.36,
+          -0.25,
+          -0.42,
+          -0.94,
+          0.14,
+          1.29,
+          0.69,
+          -1.48,
+          0.13,
+          1.69,
+          -1.72,
+          0.96,
+          -0.73,
+          -0.08,
+          -0.72,
+          0.69,
+          -0.28,
+          0.09,
+          1.44,
+          -0.64,
+          0.2,
+          0.04,
+          1.05,
+          -1.43,
+          0.12,
+          -0.08,
+          -0.11,
+          -1.28,
+          2.2,
+          -0.48,
+          -0.58,
+          -0.01,
+          0.82,
+          -1.16,
+          1.89,
+          -1.88,
+          0.25,
+          -0.32,
+          0.03,
+          -0.81,
+          1.5,
+          0.64,
+          -1.52,
+          2.08,
+          -1.94,
+          -0.36,
+          1.43,
+          -1.11,
+          0.56,
+          -0.21,
+          0.43,
+          -0.99,
+          1.12,
+          -1.23,
+          1.89,
+          -2.17,
+          2.53,
+          -0.61,
+          0.52,
+          -3.42,
+          -0.58,
+          1.63,
+          -0.32,
+          null,
+          4.23,
+          -0.0,
+          -1.85,
+          0.39,
+          -0.18,
+          0.85,
+          -1.67,
+          -1.45,
+          2.41,
+          -0.9,
+          -0.44,
+          0.46,
+          -0.2,
+          0.54,
+          -0.84,
+          0.4,
+          -0.16,
+          -0.12,
+          -0.25,
+          1.89,
+          -1.49,
+          -0.43,
+          0.61,
+          0.66,
+          -1.32,
+          0.32,
+          -0.59,
+          1.46,
+          -1.43,
+          -1.47,
+          2.09,
+          -0.26,
+          -0.18,
+          -1.51,
+          1.65,
+          -0.63,
+          0.44,
+          0.37,
+          -1.99,
+          2.0,
+          -1.42,
+          0.73,
+          0.76,
+          1.22,
+          -0.55,
+          -1.85,
+          1.31,
+          -0.21,
+          -0.68,
+          0.82,
+          0.33,
+          0.99,
+          0.78,
+          -1.21,
+          0.3,
+          1.39,
+          -1.86,
+          -0.01,
+          -0.49,
+          1.29,
+          0.52,
+          -2.27,
+          -0.09,
+          0.48,
+          -1.16,
+          1.45,
+          -0.69,
+          -1.09,
+          1.27,
+          0.2,
+          0.69,
+          -0.38,
+          -0.1,
+          1.16,
+          -1.72,
+          -0.22,
+          0.31,
+          -0.37,
+          0.11,
+          0.43,
+          0.51,
+          -1.65,
+          0.98,
+          -0.61,
+          0.21,
+          0.83,
+          -0.81,
+          0.14,
+          -0.93,
+          1.36,
+          -0.89,
+          -0.81,
+          1.22,
+          0.68,
+          -0.14,
+          -1.61,
+          0.43,
+          0.54,
+          -0.65,
+          -1.12,
+          0.25,
+          0.39,
+          0.49,
+          -0.68,
+          -0.16,
+          -1.02,
+          1.03,
+          1.1,
+          -0.87,
+          -1.05,
+          1.05,
+          0.61,
+          0.56,
+          -2.01,
+          0.91,
+          -0.76,
+          0.5,
+          -0.34,
+          0.34,
+          0.2,
+          0.06,
+          -1.6,
+          0.81,
+          0.8,
+          0.42,
+          0.69,
+          -2.44,
+          -0.44,
+          -0.39,
+          0.27,
+          1.73,
+          -0.38,
+          -0.23,
+          -0.07,
+          0.7,
+          0.65,
+          -1.72,
+          0.15,
+          0.47,
+          0.45,
+          -0.15,
+          1.36,
+          0.23,
+          0.1,
+          -1.39,
+          0.34,
+          -1.11,
+          0.01,
+          0.54,
+          -0.96,
+          1.33,
+          -1.16,
+          3.44,
+          -1.49,
+          -1.55,
+          0.23,
+          -0.58,
+          0.26,
+          3.4,
+          -0.28,
+          1.69,
+          -2.01,
+          0.65,
+          -0.75,
+          0.78,
+          -0.85,
+          -1.26,
+          0.45,
+          0.64,
+          0.33,
+          0.74,
+          -0.98,
+          -1.04,
+          0.73,
+          -0.2,
+          -0.51,
+          1.74,
+          -1.91,
+          1.03,
+          -1.07,
+          0.44,
+          -1.44,
+          0.22,
+          1.41,
+          1.25,
+          -0.68,
+          0.79,
+          -1.24,
+          0.48,
+          -0.63,
+          -0.62,
+          1.76,
+          -1.31,
+          -1.32,
+          0.77,
+          0.74,
+          0.9,
+          -0.29,
+          0.55,
+          0.16,
+          -0.5,
+          -0.37,
+          -0.03,
+          0.91,
+          -1.66,
+          0.32,
+          -0.41,
+          0.95,
+          0.07,
+          -1.41,
+          0.08,
+          1.63,
+          0.5,
+          -1.8,
+          -0.93,
+          0.51,
+          1.49,
+          -1.33,
+          0.19,
+          0.56,
+          -1.16,
+          -0.09,
+          0.46,
+          0.76,
+          0.34,
+          -0.24,
+          0.23,
+          -2.0,
+          1.21,
+          -0.31,
+          0.09,
+          -1.74,
+          2.13,
+          -0.43,
+          0.87,
+          -0.67,
+          0.22,
+          -1.2,
+          2.68,
+          -0.84,
+          -0.7,
+          1.13,
+          -0.51,
+          0.88,
+          -1.28,
+          0.63,
+          0.7,
+          -0.33,
+          1.25,
+          -1.31,
+          -0.51,
+          0.28,
+          -0.58,
+          1.28,
+          0.15,
+          -0.12,
+          -1.46,
+          -0.46,
+          0.2,
+          0.16,
+          0.02,
+          -1.6,
+          0.69,
+          1.3,
+          0.44,
+          -2.6,
+          1.42,
+          -1.35,
+          -0.64,
+          0.13,
+          1.33,
+          0.37,
+          -0.22,
+          0.11,
+          -0.48,
+          0.85,
+          -1.39,
+          -0.19,
+          1.31,
+          -0.65,
+          0.54,
+          0.74,
+          -0.13,
+          -1.49,
+          0.19,
+          0.84,
+          -1.22,
+          0.47,
+          -0.16,
+          0.14,
+          1.01,
+          -0.76,
+          1.19,
+          -0.49,
+          -1.8,
+          0.45,
+          -0.49,
+          0.1,
+          0.93,
+          0.1,
+          -0.47,
+          1.4,
+          -0.89,
+          -0.25,
+          -0.28,
+          -0.73,
+          0.18,
+          0.73,
+          -0.59,
+          1.12,
+          0.74,
+          -1.24,
+          0.39,
+          -0.92,
+          -0.89,
+          1.63,
+          0.6,
+          -2.54,
+          1.87,
+          0.84,
+          -1.01,
+          0.46,
+          0.9,
+          -1.5,
+          0.54,
+          -0.02,
+          0.64,
+          -0.88,
+          -0.22,
+          0.09,
+          0.37,
+          -0.39,
+          -0.67,
+          1.46,
+          -1.27,
+          -0.69,
+          0.54,
+          0.13,
+          -0.41,
+          0.06,
+          0.98,
+          -0.83,
+          0.41,
+          -0.37,
+          1.31,
+          0.4,
+          0.26,
+          0.12,
+          -1.24,
+          -0.05,
+          -0.76,
+          1.53,
+          -2.82,
+          2.11,
+          0.33,
+          -1.54,
+          1.79,
+          0.53,
+          -0.52,
+          -0.79,
+          1.58,
+          -1.31,
+          0.27,
+          -0.9,
+          0.51,
+          -0.1,
+          0.07,
+          0.62,
+          -0.25,
+          0.94,
+          -1.23,
+          0.18,
+          1.67,
+          -0.11,
+          0.93,
+          -1.27,
+          1.09
+         ]
+        },
         {
          "customdata": [
           [
@@ -200971,7 +157609,7 @@
           "color": "#3366CC",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X",
          "opacity": 1.0,
          "type": "scatter",
@@ -200980,7 +157618,7 @@
           "dtype": "i2"
          },
          "y": {
-          "bdata": "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",
+          "bdata": "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",
           "dtype": "f8"
          }
         },
@@ -201000,11 +157638,11 @@
          "showlegend": false,
          "type": "scatter",
          "x": {
-          "bdata": "OACVAKMBpgFRBZwF6QX1BU4HUQdtB3EHFwg5CD0IaQoBCw==",
+          "bdata": "OACjAVEFnAVtB3EH7gc5CD0IaQo=",
           "dtype": "i2"
          },
          "y": {
-          "bdata": "uB6F61G4DkDD9Shcj8IDwEjhehSuRw3A7FG4HoXrB0BSuB6F61EEwAAAAAAAAARApHA9CtejBEB7FK5H4XoKwGZmZmZmZgjAKVyPwvUoBkBmZmZmZmYMwIXrUbgehRBAFK5H4XoUBECuR+F6FK4LwAAAAAAAAAxAAAAAAAAABEC4HoXrUbgEQA==",
+          "bdata": "CtejcD0KE0CF61G4HoUTwLgehetRuA7AUrgehetRDkAfhetRuB4TwB+F61G4HhZA16NwPQrXDUDD9Shcj8ITwOxRuB6F6xJA7FG4HoXrEEA=",
           "dtype": "f8"
          }
         }
@@ -201018,7 +157656,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL = 2.470 | CL = 0.000 | LPL = -2.470",
+          "text": "UPL = 3.700 | CL = 0.000 | LPL = -3.700",
           "x": 1.0,
           "xanchor": "right",
           "xref": "paper",
@@ -201154,8 +157792,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 2.47,
-          "y1": 2.47
+          "y0": 3.7,
+          "y1": 3.7
          },
          {
           "line": {
@@ -201167,8 +157805,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": -2.47,
-          "y1": -2.47
+          "y0": -3.7,
+          "y1": -3.7
          },
          {
           "line": {
@@ -201192,8 +157830,8 @@
           "type": "line",
           "x0": 376,
           "x1": 376,
-          "y0": -4.0495,
-          "y1": 4.5195
+          "y0": -5.463500000000001,
+          "y1": 6.0535000000000005
          },
          {
           "line": {
@@ -201204,8 +157842,8 @@
           "type": "line",
           "x0": 756,
           "x1": 756,
-          "y0": -4.0495,
-          "y1": 4.5195
+          "y0": -5.463500000000001,
+          "y1": 6.0535000000000005
          },
          {
           "line": {
@@ -201216,8 +157854,8 @@
           "type": "line",
           "x0": 1145,
           "x1": 1145,
-          "y0": -4.0495,
-          "y1": 4.5195
+          "y0": -5.463500000000001,
+          "y1": 6.0535000000000005
          },
          {
           "line": {
@@ -201228,8 +157866,8 @@
           "type": "line",
           "x0": 1525,
           "x1": 1525,
-          "y0": -4.0495,
-          "y1": 4.5195
+          "y0": -5.463500000000001,
+          "y1": 6.0535000000000005
          },
          {
           "line": {
@@ -201240,8 +157878,8 @@
           "type": "line",
           "x0": 1901,
           "x1": 1901,
-          "y0": -4.0495,
-          "y1": 4.5195
+          "y0": -5.463500000000001,
+          "y1": 6.0535000000000005
          },
          {
           "line": {
@@ -201252,8 +157890,8 @@
           "type": "line",
           "x0": 2288,
           "x1": 2288,
-          "y0": -4.0495,
-          "y1": 4.5195
+          "y0": -5.463500000000001,
+          "y1": 6.0535000000000005
          },
          {
           "line": {
@@ -201264,8 +157902,8 @@
           "type": "line",
           "x0": 2665,
           "x1": 2665,
-          "y0": -4.0495,
-          "y1": 4.5195
+          "y0": -5.463500000000001,
+          "y1": 6.0535000000000005
          }
         ],
         "showlegend": false,
@@ -202166,10 +158804,10 @@
    "execution_count": 43,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:38:04.247617Z",
-     "iopub.status.busy": "2026-08-31T22:38:04.247554Z",
-     "iopub.status.idle": "2026-08-31T22:38:04.280315Z",
-     "shell.execute_reply": "2026-08-31T22:38:04.279945Z"
+     "iopub.execute_input": "2026-10-05T00:32:58.123031Z",
+     "iopub.status.busy": "2026-10-05T00:32:58.122962Z",
+     "iopub.status.idle": "2026-10-05T00:32:58.144602Z",
+     "shell.execute_reply": "2026-10-05T00:32:58.144234Z"
     }
    },
    "outputs": [
@@ -202200,7 +158838,7 @@
          },
          "xaxis": "x",
          "y": {
-          "bdata": "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",
+          "bdata": "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",
           "dtype": "f8"
          },
          "yaxis": "y"
@@ -202221,12 +158859,12 @@
          "showlegend": false,
          "type": "scatter",
          "x": {
-          "bdata": "OACVAKMBpgFRBZwF6QX1BU4HUQdtB3EHFwg5CD0IaQoBCw==",
+          "bdata": "OACjAVEFnAVtB3EH7gc5CD0IaQo=",
           "dtype": "i2"
          },
          "xaxis": "x",
          "y": {
-          "bdata": "AKbjQBfBDkAAxteo08EDwGDj2wF6Sg3AoLqqqNbnB0DApNISTEoEwOA+ZsCpAgRAIAaRXlmsBEAAQOcnFIIKwID5zRCmZAjAgOcY0jwfBkDA+z+taWYMwPBwMcaQgBBAYJIbcioWBEAg39bmLa8LwKBoJNrzBwxAIGQFcm0EBEDgOAkAg7IEQA==",
+          "bdata": "BQq8aeoJE0DJ0u6+A4UTwO61J55jtw7A0lkFJPJKDkCMUar9Lx4TwBNNU+TfHxZA3SZygQ3eDUB+dqJEz8ATwOW3DVW67BJALD/HYDPpEEA=",
           "dtype": "f8"
          },
          "yaxis": "y"
@@ -202243,7 +158881,7 @@
          "showlegend": false,
          "type": "histogram",
          "x": {
-          "bdata": "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",
+          "bdata": "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",
           "dtype": "f8"
          },
          "xaxis": "x2",
@@ -202284,11 +158922,11 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL=2.47",
+          "text": "UPL=3.7",
           "x": 1.0,
           "xanchor": "left",
           "xref": "x domain",
-          "y": 2.4678157269093997,
+          "y": 3.7034450240228214,
           "yref": "y"
          },
          {
@@ -202301,7 +158939,7 @@
           "x": 1.0,
           "xanchor": "left",
           "xref": "x domain",
-          "y": 0.0006421533065835959,
+          "y": 0.0006729954871746466,
           "yref": "y"
          },
          {
@@ -202310,11 +158948,11 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "LPL=-2.47",
+          "text": "LPL=-3.7",
           "x": 1.0,
           "xanchor": "left",
           "xref": "x domain",
-          "y": -2.4665314202962327,
+          "y": -3.702099033048472,
           "yref": "y"
          }
         ],
@@ -202338,8 +158976,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 0.0006421533065835959,
-          "y1": 0.0006421533065835959,
+          "y0": 0.0006729954871746466,
+          "y1": 0.0006729954871746466,
           "yref": "y"
          },
          {
@@ -202352,8 +158990,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 2.4678157269093997,
-          "y1": 2.4678157269093997,
+          "y0": 3.7034450240228214,
+          "y1": 3.7034450240228214,
           "yref": "y"
          },
          {
@@ -202366,8 +159004,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": -2.4665314202962327,
-          "y1": -2.4665314202962327,
+          "y0": -3.702099033048472,
+          "y1": -3.702099033048472,
           "yref": "y"
          },
          {
@@ -202377,8 +159015,8 @@
            "width": 2
           },
           "type": "line",
-          "x0": 0.0006421533065835959,
-          "x1": 0.0006421533065835959,
+          "x0": 0.0006729954871746466,
+          "x1": 0.0006729954871746466,
           "xref": "x2",
           "y0": 0,
           "y1": 1,
@@ -202391,8 +159029,8 @@
            "width": 1.5
           },
           "type": "line",
-          "x0": 2.4678157269093997,
-          "x1": 2.4678157269093997,
+          "x0": 3.7034450240228214,
+          "x1": 3.7034450240228214,
           "xref": "x2",
           "y0": 0,
           "y1": 1,
@@ -202405,8 +159043,8 @@
            "width": 1.5
           },
           "type": "line",
-          "x0": -2.4665314202962327,
-          "x1": -2.4665314202962327,
+          "x0": -3.702099033048472,
+          "x1": -3.702099033048472,
           "xref": "x2",
           "y0": 0,
           "y1": 1,
@@ -203214,8 +159852,8 @@
           1.0
          ],
          "range": [
-          -2.7132487776565144,
-          2.7145330842696813
+          -4.072376235902037,
+          4.073722226876386
          ],
          "title": {
           "text": "R2"
diff --git a/docs/tutorials/sds1-complete-analysis.ipynb b/docs/tutorials/sds1-complete-analysis.ipynb
index 0131dde..39c78a9 100644
--- a/docs/tutorials/sds1-complete-analysis.ipynb
+++ b/docs/tutorials/sds1-complete-analysis.ipynb
@@ -32,10 +32,10 @@
    "id": "cell-setup",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.176969Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.176749Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.390188Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.389800Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.100036Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.099835Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.307651Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.307206Z"
     }
    },
    "outputs": [],
@@ -63,10 +63,10 @@
    "id": "cell-load",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.391520Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.391431Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.398585Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.398229Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.308887Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.308794Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.316587Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.316223Z"
     }
    },
    "outputs": [
@@ -178,10 +178,10 @@
    "id": "cell-formulate",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.399470Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.399413Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.418047Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.417684Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.317516Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.317448Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.336258Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.335888Z"
     }
    },
    "outputs": [
@@ -224,10 +224,10 @@
    "id": "mfuvobgjki",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.419061Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.419003Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.487800Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.487349Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.337267Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.337209Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.875100Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.874660Z"
     }
    },
    "outputs": [
@@ -1085,10 +1085,10 @@
    "id": "8585820e",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.488739Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.488679Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.509434Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.509168Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.876131Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.876063Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.897115Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.896710Z"
     }
    },
    "outputs": [
@@ -2164,10 +2164,10 @@
    "id": "cell-xbar-all",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.510527Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.510468Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.520237Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.519850Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.898189Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.898128Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.907677Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.907314Z"
     }
    },
    "outputs": [
@@ -2715,10 +2715,10 @@
    "id": "cell-xbar-all-plot",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.521035Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.520980Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.531401Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.531092Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.908574Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.908523Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.918938Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.918666Z"
     }
    },
    "outputs": [
@@ -4187,10 +4187,10 @@
    "id": "cell-xbar-f1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.532372Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.532323Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.537277Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.536981Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.919941Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.919893Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.924931Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.924577Z"
     }
    },
    "outputs": [
@@ -4288,10 +4288,10 @@
    "id": "cell-xbar-f1-plot",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.538182Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.538113Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.546637Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.546217Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.925926Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.925858Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.934192Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.933939Z"
     }
    },
    "outputs": [
@@ -5313,10 +5313,10 @@
    "id": "cell-xbar-f2",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.547444Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.547392Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.552523Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.552195Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.935204Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.935151Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.939926Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.939670Z"
     }
    },
    "outputs": [
@@ -5404,10 +5404,10 @@
    "id": "cell-xbar-f2-plot",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.553379Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.553312Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.561758Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.561424Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.940968Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.940912Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.949422Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.949057Z"
     }
    },
    "outputs": [
@@ -6420,10 +6420,10 @@
    "id": "cell-xbar-collapse",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.562551Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.562497Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.575014Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.574676Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.950404Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.950351Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.963132Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.962765Z"
     }
    },
    "outputs": [
@@ -7886,10 +7886,10 @@
    "id": "cell-s-all",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.575920Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.575869Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.583878Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.583640Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.964098Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.964043Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.972472Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.972136Z"
     }
    },
    "outputs": [
@@ -8437,10 +8437,10 @@
    "id": "cell-s-plot",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.584836Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.584786Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.593828Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.593484Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.973382Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.973331Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.982503Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.982159Z"
     }
    },
    "outputs": [
@@ -9858,10 +9858,10 @@
    "id": "cell-s-f1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.594695Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.594643Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.599572Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.599309Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.983426Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.983366Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.988427Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.988054Z"
     }
    },
    "outputs": [
@@ -9959,10 +9959,10 @@
    "id": "cell-s-f2",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.600568Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.600497Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.605287Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.604940Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.989345Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.989283Z",
+     "iopub.status.idle": "2026-10-05T00:33:00.994079Z",
+     "shell.execute_reply": "2026-10-05T00:33:00.993765Z"
     }
    },
    "outputs": [
@@ -10071,10 +10071,10 @@
    "id": "cell-imr-both",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.606090Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.606040Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.611882Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.611478Z"
+     "iopub.execute_input": "2026-10-05T00:33:00.995056Z",
+     "iopub.status.busy": "2026-10-05T00:33:00.995002Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.001100Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.000683Z"
     }
    },
    "outputs": [
@@ -10101,10 +10101,10 @@
    "id": "cell-imr-both-plot",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.612670Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.612624Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.744273Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.743936Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.001954Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.001908Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.126856Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.126444Z"
     }
    },
    "outputs": [
@@ -11316,7 +11316,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL = 50.98 | CL = 49.30 | LPL = 47.61",
+          "text": "UPL = 50.98 | CL = 49.30 | LPL = 47.62",
           "x": 1.0,
           "xanchor": "right",
           "xref": "x3 domain",
@@ -11394,8 +11394,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 51.54233333333333,
-          "y1": 52.69566666666667,
+          "y0": 51.54266666666667,
+          "y1": 52.69533333333333,
           "yref": "y"
          },
          {
@@ -11409,8 +11409,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 52.69566666666667,
-          "y1": 53.27233333333333,
+          "y0": 52.69533333333333,
+          "y1": 53.27166666666667,
           "yref": "y"
          },
          {
@@ -11424,8 +11424,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 50.96566666666667,
-          "y1": 51.54233333333333,
+          "y0": 50.96633333333333,
+          "y1": 51.54266666666667,
           "yref": "y"
          },
          {
@@ -11439,8 +11439,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 53.27233333333333,
-          "y1": 53.849,
+          "y0": 53.27166666666667,
+          "y1": 53.848,
           "yref": "y"
          },
          {
@@ -11455,7 +11455,7 @@
           "x1": 1,
           "xref": "x domain",
           "y0": 50.39,
-          "y1": 50.96566666666667,
+          "y1": 50.96633333333333,
           "yref": "y"
          },
          {
@@ -11468,8 +11468,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 53.849,
-          "y1": 53.849,
+          "y0": 53.848,
+          "y1": 53.848,
           "yref": "y"
          },
          {
@@ -11688,7 +11688,7 @@
           "x0": 0,
           "x1": 1,
           "xref": "x3 domain",
-          "y0": 47.614,
+          "y0": 47.615,
           "y1": 48.17466666666667,
           "yref": "y3"
          },
@@ -11716,8 +11716,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x3 domain",
-          "y0": 47.614,
-          "y1": 47.614,
+          "y0": 47.615,
+          "y1": 47.615,
           "yref": "y3"
          },
          {
@@ -13318,10 +13318,10 @@
    "id": "cell-imr-f1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.745267Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.745213Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.751094Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.750807Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.127937Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.127875Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.134020Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.133657Z"
     }
    },
    "outputs": [
@@ -13349,10 +13349,10 @@
    "id": "cell-imr-f1-plot",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.751944Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.751892Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.811553Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.811101Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.134917Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.134859Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.209742Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.209342Z"
     }
    },
    "outputs": [
@@ -13363,6 +13363,130 @@
         "plotlyServerURL": "https://plot.ly"
        },
        "data": [
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "X_F1_1 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51
+         ],
+         "xaxis": "x",
+         "y": [
+          51.347,
+          51.516,
+          52.666,
+          52.699,
+          52.242,
+          52.197,
+          52.725,
+          50.764,
+          50.821,
+          50.907,
+          52.387,
+          52.245,
+          52.464,
+          50.751,
+          50.938,
+          53.215,
+          53.522,
+          53.074,
+          53.194,
+          52.295,
+          52.968,
+          51.806,
+          51.999,
+          null,
+          46.219,
+          46.306,
+          46.001,
+          45.871,
+          46.008,
+          47.747,
+          47.843,
+          46.89,
+          47.449,
+          46.927,
+          47.301,
+          47.972,
+          46.949,
+          46.28,
+          46.572,
+          48.448,
+          48.693,
+          49.165,
+          48.138,
+          49.002,
+          48.406,
+          48.065,
+          48.672,
+          48.432,
+          48.736,
+          47.964,
+          48.596,
+          47.86,
+          47.546
+         ],
+         "yaxis": "y"
+        },
         {
          "customdata": [
           [
@@ -13635,7 +13759,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X_F1_1",
          "opacity": 0.8,
          "showlegend": false,
@@ -13673,6 +13797,140 @@
          },
          "yaxis": "y"
         },
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "X_F1_2 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          53,
+          54,
+          55,
+          56
+         ],
+         "xaxis": "x2",
+         "y": [
+          48.332,
+          48.788,
+          48.578,
+          48.387,
+          48.829,
+          50.054,
+          50.274,
+          50.159,
+          48.261,
+          49.065,
+          48.723,
+          48.223,
+          48.405,
+          49.183,
+          49.393,
+          49.857,
+          50.224,
+          47.675,
+          47.218,
+          48.178,
+          50.193,
+          50.352,
+          50.273,
+          50.462,
+          50.945,
+          50.61,
+          50.259,
+          48.67,
+          49.145,
+          49.318,
+          50.047,
+          49.392,
+          null,
+          43.072,
+          42.797,
+          42.885,
+          44.419,
+          45.56,
+          45.338,
+          44.641,
+          45.375,
+          45.502,
+          45.286,
+          45.332,
+          45.086,
+          45.527,
+          43.922,
+          43.901,
+          44.481,
+          45.044,
+          45.604,
+          45.493,
+          46.41,
+          45.975,
+          44.953,
+          45.56,
+          45.289,
+          45.732
+         ],
+         "yaxis": "y2"
+        },
         {
          "customdata": [
           [
@@ -13970,7 +14228,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X_F1_2",
          "opacity": 0.8,
          "showlegend": false,
@@ -14008,6 +14266,130 @@
          },
          "yaxis": "y2"
         },
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "X_F1_3 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51
+         ],
+         "xaxis": "x3",
+         "y": [
+          51.229,
+          51.172,
+          52.379,
+          54.165,
+          53.403,
+          53.322,
+          52.264,
+          52.349,
+          52.965,
+          53.077,
+          53.232,
+          53.169,
+          53.369,
+          52.129,
+          52.35,
+          53.116,
+          53.916,
+          53.518,
+          53.654,
+          53.872,
+          54.372,
+          53.475,
+          52.261,
+          52.056,
+          52.118,
+          52.65,
+          null,
+          47.647,
+          47.051,
+          46.834,
+          47.023,
+          48.564,
+          48.538,
+          48.033,
+          48.503,
+          48.946,
+          48.689,
+          47.597,
+          47.824,
+          47.835,
+          48.184,
+          48.546,
+          48.177,
+          48.207,
+          47.61,
+          48.404,
+          48.596,
+          48.809,
+          50.286,
+          49.799,
+          47.096,
+          47.212,
+          48.651
+         ],
+         "yaxis": "y3"
+        },
         {
          "customdata": [
           [
@@ -14280,7 +14662,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X_F1_3",
          "opacity": 0.8,
          "showlegend": false,
@@ -15937,10 +16319,10 @@
    "id": "cell-imr-f2",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.812431Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.812372Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.818057Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.817721Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.210750Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.210685Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.216648Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.216285Z"
     }
    },
    "outputs": [
@@ -15968,10 +16350,10 @@
    "id": "cell-imr-f2-plot",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.819026Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.818971Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.860720Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.860297Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.217641Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.217579Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.260989Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.260585Z"
     }
    },
    "outputs": [
@@ -15982,6 +16364,190 @@
         "plotlyServerURL": "https://plot.ly"
        },
        "data": [
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "X_F2_1 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          53,
+          54,
+          55,
+          55,
+          56,
+          57,
+          58,
+          59,
+          60,
+          61,
+          62,
+          63,
+          64,
+          65,
+          66,
+          67,
+          68,
+          69,
+          70,
+          71,
+          72,
+          73,
+          74,
+          75,
+          76,
+          77,
+          78,
+          79,
+          80
+         ],
+         "xaxis": "x",
+         "y": [
+          51.347,
+          51.516,
+          52.666,
+          52.699,
+          52.242,
+          52.197,
+          52.725,
+          50.764,
+          50.821,
+          50.907,
+          52.387,
+          52.245,
+          52.464,
+          50.751,
+          50.938,
+          53.215,
+          53.522,
+          53.074,
+          53.194,
+          52.295,
+          52.968,
+          51.806,
+          51.999,
+          null,
+          48.332,
+          48.788,
+          48.578,
+          48.387,
+          48.829,
+          50.054,
+          50.274,
+          50.159,
+          48.261,
+          49.065,
+          48.723,
+          48.223,
+          48.405,
+          49.183,
+          49.393,
+          49.857,
+          50.224,
+          47.675,
+          47.218,
+          48.178,
+          50.193,
+          50.352,
+          50.273,
+          50.462,
+          50.945,
+          50.61,
+          50.259,
+          48.67,
+          49.145,
+          49.318,
+          50.047,
+          49.392,
+          null,
+          51.229,
+          51.172,
+          52.379,
+          54.165,
+          53.403,
+          53.322,
+          52.264,
+          52.349,
+          52.965,
+          53.077,
+          53.232,
+          53.169,
+          53.369,
+          52.129,
+          52.35,
+          53.116,
+          53.916,
+          53.518,
+          53.654,
+          53.872,
+          54.372,
+          53.475,
+          52.261,
+          52.056,
+          52.118,
+          52.65
+         ],
+         "yaxis": "y"
+        },
         {
          "customdata": [
           [
@@ -16399,7 +16965,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X_F2_1",
          "opacity": 0.8,
          "showlegend": false,
@@ -16437,6 +17003,188 @@
          },
          "yaxis": "y"
         },
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "X_F2_2 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          53,
+          54,
+          54,
+          55,
+          56,
+          57,
+          58,
+          59,
+          60,
+          61,
+          62,
+          63,
+          64,
+          65,
+          66,
+          67,
+          68,
+          69,
+          70,
+          71,
+          72,
+          73,
+          74,
+          75,
+          76,
+          77,
+          78,
+          79
+         ],
+         "xaxis": "x2",
+         "y": [
+          46.219,
+          46.306,
+          46.001,
+          45.871,
+          46.008,
+          47.747,
+          47.843,
+          46.89,
+          47.449,
+          46.927,
+          47.301,
+          47.972,
+          46.949,
+          46.28,
+          46.572,
+          48.448,
+          48.693,
+          49.165,
+          48.138,
+          49.002,
+          48.406,
+          48.065,
+          48.672,
+          48.432,
+          48.736,
+          47.964,
+          48.596,
+          47.86,
+          47.546,
+          null,
+          43.072,
+          42.797,
+          42.885,
+          44.419,
+          45.56,
+          45.338,
+          44.641,
+          45.375,
+          45.502,
+          45.286,
+          45.332,
+          45.086,
+          45.527,
+          43.922,
+          43.901,
+          44.481,
+          45.044,
+          45.604,
+          45.493,
+          46.41,
+          45.975,
+          44.953,
+          45.56,
+          45.289,
+          45.732,
+          null,
+          47.647,
+          47.051,
+          46.834,
+          47.023,
+          48.564,
+          48.538,
+          48.033,
+          48.503,
+          48.946,
+          48.689,
+          47.597,
+          47.824,
+          47.835,
+          48.184,
+          48.546,
+          48.177,
+          48.207,
+          47.61,
+          48.404,
+          48.596,
+          48.809,
+          50.286,
+          49.799,
+          47.096,
+          47.212,
+          48.651
+         ],
+         "yaxis": "y2"
+        },
         {
          "customdata": [
           [
@@ -16849,7 +17597,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X_F2_2",
          "opacity": 0.8,
          "showlegend": false,
@@ -17101,8 +17849,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 50.672,
-          "y1": 51.842,
+          "y0": 50.67233333333333,
+          "y1": 51.84166666666667,
           "yref": "y"
          },
          {
@@ -17116,8 +17864,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 51.842,
-          "y1": 52.427,
+          "y0": 51.84166666666667,
+          "y1": 52.42633333333333,
           "yref": "y"
          },
          {
@@ -17131,8 +17879,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 50.086999999999996,
-          "y1": 50.672,
+          "y0": 50.087666666666664,
+          "y1": 50.67233333333333,
           "yref": "y"
          },
          {
@@ -17146,8 +17894,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 52.427,
-          "y1": 53.012,
+          "y0": 52.42633333333333,
+          "y1": 53.011,
           "yref": "y"
          },
          {
@@ -17162,7 +17910,7 @@
           "x1": 1,
           "xref": "x domain",
           "y0": 49.502,
-          "y1": 50.086999999999996,
+          "y1": 50.087666666666664,
           "yref": "y"
          },
          {
@@ -17175,8 +17923,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 53.012,
-          "y1": 53.012,
+          "y0": 53.011,
+          "y1": 53.011,
           "yref": "y"
          },
          {
@@ -17246,8 +17994,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 46.38133333333333,
-          "y1": 47.516666666666666,
+          "y0": 46.38166666666666,
+          "y1": 47.516333333333336,
           "yref": "y2"
          },
          {
@@ -17261,8 +18009,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 47.516666666666666,
-          "y1": 48.08433333333333,
+          "y0": 47.516333333333336,
+          "y1": 48.083666666666666,
           "yref": "y2"
          },
          {
@@ -17276,8 +18024,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 45.81366666666666,
-          "y1": 46.38133333333333,
+          "y0": 45.81433333333333,
+          "y1": 46.38166666666666,
           "yref": "y2"
          },
          {
@@ -17291,8 +18039,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 48.08433333333333,
-          "y1": 48.652,
+          "y0": 48.083666666666666,
+          "y1": 48.651,
           "yref": "y2"
          },
          {
@@ -17307,7 +18055,7 @@
           "x1": 1,
           "xref": "x2 domain",
           "y0": 45.246,
-          "y1": 45.81366666666666,
+          "y1": 45.81433333333333,
           "yref": "y2"
          },
          {
@@ -17320,8 +18068,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 48.652,
-          "y1": 48.652,
+          "y0": 48.651,
+          "y1": 48.651,
           "yref": "y2"
          },
          {
@@ -18325,10 +19073,10 @@
    "id": "cell-imr-collapse",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.861527Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.861470Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.864461Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.864197Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.261976Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.261917Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.265050Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.264680Z"
     }
    },
    "outputs": [
@@ -18355,10 +19103,10 @@
    "id": "cell-imr-collapse-plot",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.865372Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.865319Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.891329Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.891023Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.265984Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.265929Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.287633Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.287261Z"
     }
    },
    "outputs": [
@@ -18369,6 +19117,354 @@
         "plotlyServerURL": "https://plot.ly"
        },
        "data": [
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.0
+         },
+         "mode": "lines",
+         "name": "X (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          52,
+          53,
+          54,
+          55,
+          56,
+          57,
+          58,
+          59,
+          60,
+          61,
+          62,
+          63,
+          64,
+          65,
+          66,
+          67,
+          68,
+          69,
+          70,
+          71,
+          72,
+          73,
+          74,
+          75,
+          76,
+          77,
+          78,
+          79,
+          80,
+          81,
+          82,
+          83,
+          84,
+          84,
+          85,
+          86,
+          87,
+          88,
+          89,
+          90,
+          91,
+          92,
+          93,
+          94,
+          95,
+          96,
+          97,
+          98,
+          99,
+          100,
+          101,
+          102,
+          103,
+          104,
+          105,
+          106,
+          107,
+          108,
+          109,
+          109,
+          110,
+          111,
+          112,
+          113,
+          114,
+          115,
+          116,
+          117,
+          118,
+          119,
+          120,
+          121,
+          122,
+          123,
+          124,
+          125,
+          126,
+          127,
+          128,
+          129,
+          130,
+          131,
+          132,
+          133,
+          134,
+          135,
+          135,
+          136,
+          137,
+          138,
+          139,
+          140,
+          141,
+          142,
+          143,
+          144,
+          145,
+          146,
+          147,
+          148,
+          149,
+          150,
+          151,
+          152,
+          153,
+          154,
+          155,
+          156,
+          157,
+          158,
+          159,
+          160
+         ],
+         "y": [
+          51.347,
+          51.516,
+          52.666,
+          52.699,
+          52.242,
+          52.197,
+          52.725,
+          50.764,
+          50.821,
+          50.907,
+          52.387,
+          52.245,
+          52.464,
+          50.751,
+          50.938,
+          53.215,
+          53.522,
+          53.074,
+          53.194,
+          52.295,
+          52.968,
+          51.806,
+          51.999,
+          null,
+          46.219,
+          46.306,
+          46.001,
+          45.871,
+          46.008,
+          47.747,
+          47.843,
+          46.89,
+          47.449,
+          46.927,
+          47.301,
+          47.972,
+          46.949,
+          46.28,
+          46.572,
+          48.448,
+          48.693,
+          49.165,
+          48.138,
+          49.002,
+          48.406,
+          48.065,
+          48.672,
+          48.432,
+          48.736,
+          47.964,
+          48.596,
+          47.86,
+          47.546,
+          null,
+          48.332,
+          48.788,
+          48.578,
+          48.387,
+          48.829,
+          50.054,
+          50.274,
+          50.159,
+          48.261,
+          49.065,
+          48.723,
+          48.223,
+          48.405,
+          49.183,
+          49.393,
+          49.857,
+          50.224,
+          47.675,
+          47.218,
+          48.178,
+          50.193,
+          50.352,
+          50.273,
+          50.462,
+          50.945,
+          50.61,
+          50.259,
+          48.67,
+          49.145,
+          49.318,
+          50.047,
+          49.392,
+          null,
+          43.072,
+          42.797,
+          42.885,
+          44.419,
+          45.56,
+          45.338,
+          44.641,
+          45.375,
+          45.502,
+          45.286,
+          45.332,
+          45.086,
+          45.527,
+          43.922,
+          43.901,
+          44.481,
+          45.044,
+          45.604,
+          45.493,
+          46.41,
+          45.975,
+          44.953,
+          45.56,
+          45.289,
+          45.732,
+          null,
+          51.229,
+          51.172,
+          52.379,
+          54.165,
+          53.403,
+          53.322,
+          52.264,
+          52.349,
+          52.965,
+          53.077,
+          53.232,
+          53.169,
+          53.369,
+          52.129,
+          52.35,
+          53.116,
+          53.916,
+          53.518,
+          53.654,
+          53.872,
+          54.372,
+          53.475,
+          52.261,
+          52.056,
+          52.118,
+          52.65,
+          null,
+          47.647,
+          47.051,
+          46.834,
+          47.023,
+          48.564,
+          48.538,
+          48.033,
+          48.503,
+          48.946,
+          48.689,
+          47.597,
+          47.824,
+          47.835,
+          48.184,
+          48.546,
+          48.177,
+          48.207,
+          47.61,
+          48.404,
+          48.596,
+          48.809,
+          50.286,
+          49.799,
+          47.096,
+          47.212,
+          48.651
+         ]
+        },
         {
          "customdata": [
           [
@@ -19186,7 +20282,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X",
          "opacity": 0.8,
          "type": "scatter",
@@ -19233,7 +20329,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL = 51.03 | CL = 49.12 | LPL = 47.21",
+          "text": "UPL = 51.02 | CL = 49.12 | LPL = 47.21",
           "x": 1.0,
           "xanchor": "right",
           "xref": "paper",
@@ -19344,8 +20440,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 48.47933333333333,
-          "y1": 49.75266666666667,
+          "y0": 48.47966666666667,
+          "y1": 49.75233333333333,
           "yref": "y"
          },
          {
@@ -19359,8 +20455,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 49.75266666666667,
-          "y1": 50.38933333333333,
+          "y0": 49.75233333333333,
+          "y1": 50.388666666666666,
           "yref": "y"
          },
          {
@@ -19374,8 +20470,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 47.842666666666666,
-          "y1": 48.47933333333333,
+          "y0": 47.843333333333334,
+          "y1": 48.47966666666667,
           "yref": "y"
          },
          {
@@ -19389,8 +20485,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 50.38933333333333,
-          "y1": 51.026,
+          "y0": 50.388666666666666,
+          "y1": 51.025,
           "yref": "y"
          },
          {
@@ -19405,7 +20501,7 @@
           "x1": 1,
           "xref": "x domain",
           "y0": 47.207,
-          "y1": 47.842666666666666,
+          "y1": 47.843333333333334,
           "yref": "y"
          },
          {
@@ -19418,8 +20514,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 51.026,
-          "y1": 51.026
+          "y0": 51.025,
+          "y1": 51.025
          },
          {
           "line": {
@@ -20402,10 +21498,10 @@
    "id": "cell-r5-xbar",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.892204Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.892141Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.901286Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.900921Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.288641Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.288581Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.297917Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.297493Z"
     }
    },
    "outputs": [
@@ -20953,10 +22049,10 @@
    "id": "cell-r5-xbar-plot",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.902082Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.902033Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.911194Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.910839Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.298784Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.298728Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.308194Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.307842Z"
     }
    },
    "outputs": [
@@ -22421,10 +23517,10 @@
    "id": "cell-r5-recentered",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.912014Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.911964Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.920387Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.920030Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.309129Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.309075Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.317577Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.317355Z"
     }
    },
    "outputs": [
@@ -22468,433 +23564,433 @@
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>F1_1_F2_1_1</td>\n",
-       "      <td>51.432</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>51.970</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>F1_1_F2_1_2</td>\n",
-       "      <td>52.506</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.700</td>\n",
-       "      <td>49.639</td>\n",
+       "      <td>51.970</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.698</td>\n",
+       "      <td>49.637</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>F1_1_F2_1_3</td>\n",
-       "      <td>50.831</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>51.970</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>F1_1_F2_1_4</td>\n",
-       "      <td>52.365</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>51.970</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>F1_1_F2_1_5</td>\n",
-       "      <td>50.845</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>51.970</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>F1_1_F2_1_6</td>\n",
-       "      <td>53.251</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>51.970</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>F1_1_F2_1_7</td>\n",
-       "      <td>52.631</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>51.970</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>F1_1_F2_1_8</td>\n",
-       "      <td>51.902</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>51.970</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>F1_1_F2_2_1</td>\n",
-       "      <td>46.081</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.700</td>\n",
-       "      <td>49.639</td>\n",
+       "      <td>47.543</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.698</td>\n",
+       "      <td>49.637</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td>F1_1_F2_2_2</td>\n",
-       "      <td>47.795</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>47.543</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td>F1_1_F2_2_3</td>\n",
-       "      <td>47.089</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>47.543</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td>F1_1_F2_2_4</td>\n",
-       "      <td>47.636</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>47.543</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td>F1_1_F2_2_5</td>\n",
-       "      <td>46.600</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>47.543</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td>F1_1_F2_2_6</td>\n",
-       "      <td>48.689</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.700</td>\n",
-       "      <td>49.639</td>\n",
+       "      <td>47.543</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.698</td>\n",
+       "      <td>49.637</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td>F1_1_F2_2_7</td>\n",
-       "      <td>48.462</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.700</td>\n",
-       "      <td>49.639</td>\n",
+       "      <td>47.543</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.698</td>\n",
+       "      <td>49.637</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
        "      <td>F1_1_F2_2_8</td>\n",
-       "      <td>47.991</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>47.543</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
        "      <td>F1_2_F2_1_1</td>\n",
-       "      <td>48.583</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.700</td>\n",
-       "      <td>49.639</td>\n",
-       "      <td>-1</td>\n",
+       "      <td>49.354</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.698</td>\n",
+       "      <td>49.637</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
        "      <td>F1_2_F2_1_2</td>\n",
-       "      <td>50.162</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
-       "      <td>1</td>\n",
+       "      <td>49.354</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
        "      <td>F1_2_F2_1_3</td>\n",
-       "      <td>48.535</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.700</td>\n",
-       "      <td>49.639</td>\n",
-       "      <td>-1</td>\n",
+       "      <td>49.354</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.698</td>\n",
+       "      <td>49.637</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
        "      <td>F1_2_F2_1_4</td>\n",
-       "      <td>49.664</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>49.354</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>20</th>\n",
        "      <td>F1_2_F2_1_5</td>\n",
-       "      <td>47.690</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
-       "      <td>-1</td>\n",
+       "      <td>49.354</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21</th>\n",
        "      <td>F1_2_F2_1_6</td>\n",
-       "      <td>50.445</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.700</td>\n",
-       "      <td>49.639</td>\n",
-       "      <td>1</td>\n",
+       "      <td>49.354</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.698</td>\n",
+       "      <td>49.637</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22</th>\n",
        "      <td>F1_2_F2_1_7</td>\n",
-       "      <td>50.434</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
-       "      <td>1</td>\n",
+       "      <td>49.354</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>23</th>\n",
        "      <td>F1_2_F2_1_8</td>\n",
-       "      <td>49.315</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.700</td>\n",
-       "      <td>49.639</td>\n",
+       "      <td>49.354</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.698</td>\n",
+       "      <td>49.637</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>24</th>\n",
        "      <td>F1_2_F2_2_1</td>\n",
-       "      <td>42.918</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>44.979</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
        "      <td>F1_2_F2_2_2</td>\n",
-       "      <td>44.990</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>44.979</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
        "      <td>F1_2_F2_2_3</td>\n",
-       "      <td>45.118</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>44.979</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
        "      <td>F1_2_F2_2_4</td>\n",
-       "      <td>45.347</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.700</td>\n",
-       "      <td>49.639</td>\n",
+       "      <td>44.979</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.698</td>\n",
+       "      <td>49.637</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28</th>\n",
        "      <td>F1_2_F2_2_5</td>\n",
-       "      <td>44.337</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>44.979</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
        "      <td>F1_2_F2_2_6</td>\n",
-       "      <td>45.548</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>44.979</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>30</th>\n",
        "      <td>F1_2_F2_2_7</td>\n",
-       "      <td>46.192</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>44.979</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>31</th>\n",
        "      <td>F1_2_F2_2_8</td>\n",
-       "      <td>45.384</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>44.979</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>32</th>\n",
        "      <td>F1_3_F2_1_1</td>\n",
-       "      <td>51.593</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>52.846</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>33</th>\n",
        "      <td>F1_3_F2_1_2</td>\n",
-       "      <td>53.630</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>52.846</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>34</th>\n",
        "      <td>F1_3_F2_1_3</td>\n",
-       "      <td>52.526</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>52.846</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35</th>\n",
        "      <td>F1_3_F2_1_4</td>\n",
-       "      <td>53.212</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>52.846</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>36</th>\n",
        "      <td>F1_3_F2_1_5</td>\n",
-       "      <td>52.239</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>52.846</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>37</th>\n",
        "      <td>F1_3_F2_1_6</td>\n",
-       "      <td>53.516</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>52.846</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>38</th>\n",
        "      <td>F1_3_F2_1_7</td>\n",
-       "      <td>53.778</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.700</td>\n",
-       "      <td>49.639</td>\n",
+       "      <td>52.846</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.698</td>\n",
+       "      <td>49.637</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39</th>\n",
        "      <td>F1_3_F2_1_8</td>\n",
-       "      <td>52.271</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>52.846</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>40</th>\n",
        "      <td>F1_3_F2_2_1</td>\n",
-       "      <td>47.139</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>48.312</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>41</th>\n",
        "      <td>F1_3_F2_2_2</td>\n",
-       "      <td>48.410</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>48.312</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>42</th>\n",
        "      <td>F1_3_F2_2_3</td>\n",
-       "      <td>48.264</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>48.312</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>43</th>\n",
        "      <td>F1_3_F2_2_4</td>\n",
-       "      <td>48.188</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>48.312</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>44</th>\n",
        "      <td>F1_3_F2_2_5</td>\n",
-       "      <td>48.099</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.634</td>\n",
-       "      <td>49.705</td>\n",
+       "      <td>48.312</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.631</td>\n",
+       "      <td>49.703</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>45</th>\n",
        "      <td>F1_3_F2_2_6</td>\n",
-       "      <td>48.702</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>48.312</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>46</th>\n",
        "      <td>F1_3_F2_2_7</td>\n",
-       "      <td>50.042</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.294</td>\n",
-       "      <td>50.045</td>\n",
+       "      <td>48.312</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.292</td>\n",
+       "      <td>50.043</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>47</th>\n",
        "      <td>F1_3_F2_2_8</td>\n",
-       "      <td>47.653</td>\n",
-       "      <td>49.17</td>\n",
-       "      <td>48.526</td>\n",
-       "      <td>49.813</td>\n",
+       "      <td>48.312</td>\n",
+       "      <td>49.167</td>\n",
+       "      <td>48.524</td>\n",
+       "      <td>49.811</td>\n",
        "      <td>-1</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -22903,54 +23999,54 @@
       ],
       "text/plain": [
        "          group    xbar  center     lpl     upl  beyond_limits\n",
-       "0   F1_1_F2_1_1  51.432   49.17  48.294  50.045              1\n",
-       "1   F1_1_F2_1_2  52.506   49.17  48.700  49.639              1\n",
-       "2   F1_1_F2_1_3  50.831   49.17  48.526  49.813              1\n",
-       "3   F1_1_F2_1_4  52.365   49.17  48.526  49.813              1\n",
-       "4   F1_1_F2_1_5  50.845   49.17  48.294  50.045              1\n",
-       "5   F1_1_F2_1_6  53.251   49.17  48.634  49.705              1\n",
-       "6   F1_1_F2_1_7  52.631   49.17  48.294  50.045              1\n",
-       "7   F1_1_F2_1_8  51.902   49.17  48.294  50.045              1\n",
-       "8   F1_1_F2_2_1  46.081   49.17  48.700  49.639             -1\n",
-       "9   F1_1_F2_2_2  47.795   49.17  48.294  50.045             -1\n",
-       "10  F1_1_F2_2_3  47.089   49.17  48.526  49.813             -1\n",
-       "11  F1_1_F2_2_4  47.636   49.17  48.294  50.045             -1\n",
-       "12  F1_1_F2_2_5  46.600   49.17  48.526  49.813             -1\n",
-       "13  F1_1_F2_2_6  48.689   49.17  48.700  49.639             -1\n",
-       "14  F1_1_F2_2_7  48.462   49.17  48.700  49.639             -1\n",
-       "15  F1_1_F2_2_8  47.991   49.17  48.634  49.705             -1\n",
-       "16  F1_2_F2_1_1  48.583   49.17  48.700  49.639             -1\n",
-       "17  F1_2_F2_1_2  50.162   49.17  48.526  49.813              1\n",
-       "18  F1_2_F2_1_3  48.535   49.17  48.700  49.639             -1\n",
-       "19  F1_2_F2_1_4  49.664   49.17  48.634  49.705              0\n",
-       "20  F1_2_F2_1_5  47.690   49.17  48.526  49.813             -1\n",
-       "21  F1_2_F2_1_6  50.445   49.17  48.700  49.639              1\n",
-       "22  F1_2_F2_1_7  50.434   49.17  48.294  50.045              1\n",
-       "23  F1_2_F2_1_8  49.315   49.17  48.700  49.639              0\n",
-       "24  F1_2_F2_2_1  42.918   49.17  48.526  49.813             -1\n",
-       "25  F1_2_F2_2_2  44.990   49.17  48.294  50.045             -1\n",
-       "26  F1_2_F2_2_3  45.118   49.17  48.526  49.813             -1\n",
-       "27  F1_2_F2_2_4  45.347   49.17  48.700  49.639             -1\n",
-       "28  F1_2_F2_2_5  44.337   49.17  48.634  49.705             -1\n",
-       "29  F1_2_F2_2_6  45.548   49.17  48.294  50.045             -1\n",
-       "30  F1_2_F2_2_7  46.192   49.17  48.294  50.045             -1\n",
-       "31  F1_2_F2_2_8  45.384   49.17  48.634  49.705             -1\n",
-       "32  F1_3_F2_1_1  51.593   49.17  48.526  49.813              1\n",
-       "33  F1_3_F2_1_2  53.630   49.17  48.526  49.813              1\n",
-       "34  F1_3_F2_1_3  52.526   49.17  48.526  49.813              1\n",
-       "35  F1_3_F2_1_4  53.212   49.17  48.634  49.705              1\n",
-       "36  F1_3_F2_1_5  52.239   49.17  48.294  50.045              1\n",
-       "37  F1_3_F2_1_6  53.516   49.17  48.294  50.045              1\n",
-       "38  F1_3_F2_1_7  53.778   49.17  48.700  49.639              1\n",
-       "39  F1_3_F2_1_8  52.271   49.17  48.634  49.705              1\n",
-       "40  F1_3_F2_2_1  47.139   49.17  48.634  49.705             -1\n",
-       "41  F1_3_F2_2_2  48.410   49.17  48.634  49.705             -1\n",
-       "42  F1_3_F2_2_3  48.264   49.17  48.634  49.705             -1\n",
-       "43  F1_3_F2_2_4  48.188   49.17  48.526  49.813             -1\n",
-       "44  F1_3_F2_2_5  48.099   49.17  48.634  49.705             -1\n",
-       "45  F1_3_F2_2_6  48.702   49.17  48.294  50.045              0\n",
-       "46  F1_3_F2_2_7  50.042   49.17  48.294  50.045              0\n",
-       "47  F1_3_F2_2_8  47.653   49.17  48.526  49.813             -1"
+       "0   F1_1_F2_1_1  51.970  49.167  48.292  50.043              1\n",
+       "1   F1_1_F2_1_2  51.970  49.167  48.698  49.637              1\n",
+       "2   F1_1_F2_1_3  51.970  49.167  48.524  49.811              1\n",
+       "3   F1_1_F2_1_4  51.970  49.167  48.524  49.811              1\n",
+       "4   F1_1_F2_1_5  51.970  49.167  48.292  50.043              1\n",
+       "5   F1_1_F2_1_6  51.970  49.167  48.631  49.703              1\n",
+       "6   F1_1_F2_1_7  51.970  49.167  48.292  50.043              1\n",
+       "7   F1_1_F2_1_8  51.970  49.167  48.292  50.043              1\n",
+       "8   F1_1_F2_2_1  47.543  49.167  48.698  49.637             -1\n",
+       "9   F1_1_F2_2_2  47.543  49.167  48.292  50.043             -1\n",
+       "10  F1_1_F2_2_3  47.543  49.167  48.524  49.811             -1\n",
+       "11  F1_1_F2_2_4  47.543  49.167  48.292  50.043             -1\n",
+       "12  F1_1_F2_2_5  47.543  49.167  48.524  49.811             -1\n",
+       "13  F1_1_F2_2_6  47.543  49.167  48.698  49.637             -1\n",
+       "14  F1_1_F2_2_7  47.543  49.167  48.698  49.637             -1\n",
+       "15  F1_1_F2_2_8  47.543  49.167  48.631  49.703             -1\n",
+       "16  F1_2_F2_1_1  49.354  49.167  48.698  49.637              0\n",
+       "17  F1_2_F2_1_2  49.354  49.167  48.524  49.811              0\n",
+       "18  F1_2_F2_1_3  49.354  49.167  48.698  49.637              0\n",
+       "19  F1_2_F2_1_4  49.354  49.167  48.631  49.703              0\n",
+       "20  F1_2_F2_1_5  49.354  49.167  48.524  49.811              0\n",
+       "21  F1_2_F2_1_6  49.354  49.167  48.698  49.637              0\n",
+       "22  F1_2_F2_1_7  49.354  49.167  48.292  50.043              0\n",
+       "23  F1_2_F2_1_8  49.354  49.167  48.698  49.637              0\n",
+       "24  F1_2_F2_2_1  44.979  49.167  48.524  49.811             -1\n",
+       "25  F1_2_F2_2_2  44.979  49.167  48.292  50.043             -1\n",
+       "26  F1_2_F2_2_3  44.979  49.167  48.524  49.811             -1\n",
+       "27  F1_2_F2_2_4  44.979  49.167  48.698  49.637             -1\n",
+       "28  F1_2_F2_2_5  44.979  49.167  48.631  49.703             -1\n",
+       "29  F1_2_F2_2_6  44.979  49.167  48.292  50.043             -1\n",
+       "30  F1_2_F2_2_7  44.979  49.167  48.292  50.043             -1\n",
+       "31  F1_2_F2_2_8  44.979  49.167  48.631  49.703             -1\n",
+       "32  F1_3_F2_1_1  52.846  49.167  48.524  49.811              1\n",
+       "33  F1_3_F2_1_2  52.846  49.167  48.524  49.811              1\n",
+       "34  F1_3_F2_1_3  52.846  49.167  48.524  49.811              1\n",
+       "35  F1_3_F2_1_4  52.846  49.167  48.631  49.703              1\n",
+       "36  F1_3_F2_1_5  52.846  49.167  48.292  50.043              1\n",
+       "37  F1_3_F2_1_6  52.846  49.167  48.292  50.043              1\n",
+       "38  F1_3_F2_1_7  52.846  49.167  48.698  49.637              1\n",
+       "39  F1_3_F2_1_8  52.846  49.167  48.631  49.703              1\n",
+       "40  F1_3_F2_2_1  48.312  49.167  48.631  49.703             -1\n",
+       "41  F1_3_F2_2_2  48.312  49.167  48.631  49.703             -1\n",
+       "42  F1_3_F2_2_3  48.312  49.167  48.631  49.703             -1\n",
+       "43  F1_3_F2_2_4  48.312  49.167  48.524  49.811             -1\n",
+       "44  F1_3_F2_2_5  48.312  49.167  48.631  49.703             -1\n",
+       "45  F1_3_F2_2_6  48.312  49.167  48.292  50.043              0\n",
+       "46  F1_3_F2_2_7  48.312  49.167  48.292  50.043              0\n",
+       "47  F1_3_F2_2_8  48.312  49.167  48.524  49.811             -1"
       ]
      },
      "execution_count": 27,
@@ -22972,10 +24068,10 @@
    "id": "cell-r5-recentered-plot",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.921219Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.921166Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.930420Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.930056Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.318597Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.318536Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.327815Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.327448Z"
     }
    },
    "outputs": [
@@ -23051,7 +24147,7 @@
           "F1_3_F2_2_8"
          ],
          "y": {
-          "bdata": "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",
+          "bdata": "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",
           "dtype": "f8"
          }
         },
@@ -23164,101 +24260,101 @@
           "F1_3_F2_2_8"
          ],
          "y": [
-          50.045,
-          50.045,
-          49.639,
-          49.639,
-          49.813,
-          49.813,
-          49.813,
-          49.813,
-          50.045,
-          50.045,
-          49.705,
-          49.705,
-          50.045,
-          50.045,
-          50.045,
-          50.045,
-          49.639,
-          49.639,
-          50.045,
-          50.045,
-          49.813,
-          49.813,
-          50.045,
-          50.045,
-          49.813,
-          49.813,
-          49.639,
-          49.639,
-          49.639,
-          49.639,
-          49.705,
-          49.705,
-          49.639,
-          49.639,
-          49.813,
-          49.813,
-          49.639,
-          49.639,
-          49.705,
-          49.705,
-          49.813,
-          49.813,
-          49.639,
-          49.639,
-          50.045,
-          50.045,
-          49.639,
-          49.639,
-          49.813,
-          49.813,
-          50.045,
-          50.045,
-          49.813,
-          49.813,
-          49.639,
-          49.639,
-          49.705,
-          49.705,
-          50.045,
-          50.045,
-          50.045,
-          50.045,
-          49.705,
-          49.705,
-          49.813,
-          49.813,
-          49.813,
-          49.813,
-          49.813,
-          49.813,
-          49.705,
-          49.705,
-          50.045,
-          50.045,
-          50.045,
-          50.045,
-          49.639,
-          49.639,
-          49.705,
-          49.705,
-          49.705,
-          49.705,
-          49.705,
-          49.705,
-          49.705,
-          49.705,
-          49.813,
-          49.813,
-          49.705,
-          49.705,
-          50.045,
-          50.045,
-          50.045,
-          50.045,
-          49.813
+          50.043,
+          50.043,
+          49.637,
+          49.637,
+          49.811,
+          49.811,
+          49.811,
+          49.811,
+          50.043,
+          50.043,
+          49.703,
+          49.703,
+          50.043,
+          50.043,
+          50.043,
+          50.043,
+          49.637,
+          49.637,
+          50.043,
+          50.043,
+          49.811,
+          49.811,
+          50.043,
+          50.043,
+          49.811,
+          49.811,
+          49.637,
+          49.637,
+          49.637,
+          49.637,
+          49.703,
+          49.703,
+          49.637,
+          49.637,
+          49.811,
+          49.811,
+          49.637,
+          49.637,
+          49.703,
+          49.703,
+          49.811,
+          49.811,
+          49.637,
+          49.637,
+          50.043,
+          50.043,
+          49.637,
+          49.637,
+          49.811,
+          49.811,
+          50.043,
+          50.043,
+          49.811,
+          49.811,
+          49.637,
+          49.637,
+          49.703,
+          49.703,
+          50.043,
+          50.043,
+          50.043,
+          50.043,
+          49.703,
+          49.703,
+          49.811,
+          49.811,
+          49.811,
+          49.811,
+          49.811,
+          49.811,
+          49.703,
+          49.703,
+          50.043,
+          50.043,
+          50.043,
+          50.043,
+          49.637,
+          49.637,
+          49.703,
+          49.703,
+          49.703,
+          49.703,
+          49.703,
+          49.703,
+          49.703,
+          49.703,
+          49.811,
+          49.811,
+          49.703,
+          49.703,
+          50.043,
+          50.043,
+          50.043,
+          50.043,
+          49.811
          ]
         },
         {
@@ -23370,101 +24466,101 @@
           "F1_3_F2_2_8"
          ],
          "y": [
-          48.294,
-          48.294,
-          48.7,
-          48.7,
-          48.526,
-          48.526,
-          48.526,
-          48.526,
-          48.294,
-          48.294,
-          48.634,
-          48.634,
-          48.294,
-          48.294,
-          48.294,
-          48.294,
-          48.7,
-          48.7,
-          48.294,
-          48.294,
-          48.526,
-          48.526,
-          48.294,
-          48.294,
-          48.526,
-          48.526,
-          48.7,
-          48.7,
-          48.7,
-          48.7,
-          48.634,
-          48.634,
-          48.7,
-          48.7,
-          48.526,
-          48.526,
-          48.7,
-          48.7,
-          48.634,
-          48.634,
-          48.526,
-          48.526,
-          48.7,
-          48.7,
-          48.294,
-          48.294,
-          48.7,
-          48.7,
-          48.526,
-          48.526,
-          48.294,
-          48.294,
-          48.526,
-          48.526,
-          48.7,
-          48.7,
-          48.634,
-          48.634,
-          48.294,
-          48.294,
-          48.294,
-          48.294,
-          48.634,
-          48.634,
-          48.526,
-          48.526,
-          48.526,
-          48.526,
-          48.526,
-          48.526,
-          48.634,
-          48.634,
-          48.294,
-          48.294,
-          48.294,
-          48.294,
-          48.7,
-          48.7,
-          48.634,
-          48.634,
-          48.634,
-          48.634,
-          48.634,
-          48.634,
-          48.634,
-          48.634,
-          48.526,
-          48.526,
-          48.634,
-          48.634,
-          48.294,
-          48.294,
-          48.294,
-          48.294,
-          48.526
+          48.292,
+          48.292,
+          48.698,
+          48.698,
+          48.524,
+          48.524,
+          48.524,
+          48.524,
+          48.292,
+          48.292,
+          48.631,
+          48.631,
+          48.292,
+          48.292,
+          48.292,
+          48.292,
+          48.698,
+          48.698,
+          48.292,
+          48.292,
+          48.524,
+          48.524,
+          48.292,
+          48.292,
+          48.524,
+          48.524,
+          48.698,
+          48.698,
+          48.698,
+          48.698,
+          48.631,
+          48.631,
+          48.698,
+          48.698,
+          48.524,
+          48.524,
+          48.698,
+          48.698,
+          48.631,
+          48.631,
+          48.524,
+          48.524,
+          48.698,
+          48.698,
+          48.292,
+          48.292,
+          48.698,
+          48.698,
+          48.524,
+          48.524,
+          48.292,
+          48.292,
+          48.524,
+          48.524,
+          48.698,
+          48.698,
+          48.631,
+          48.631,
+          48.292,
+          48.292,
+          48.292,
+          48.292,
+          48.631,
+          48.631,
+          48.524,
+          48.524,
+          48.524,
+          48.524,
+          48.524,
+          48.524,
+          48.631,
+          48.631,
+          48.292,
+          48.292,
+          48.292,
+          48.292,
+          48.698,
+          48.698,
+          48.631,
+          48.631,
+          48.631,
+          48.631,
+          48.631,
+          48.631,
+          48.631,
+          48.631,
+          48.524,
+          48.524,
+          48.631,
+          48.631,
+          48.292,
+          48.292,
+          48.292,
+          48.292,
+          48.524
          ]
         },
         {
@@ -23499,12 +24595,6 @@
           "F1_1_F2_2_6",
           "F1_1_F2_2_7",
           "F1_1_F2_2_8",
-          "F1_2_F2_1_1",
-          "F1_2_F2_1_2",
-          "F1_2_F2_1_3",
-          "F1_2_F2_1_5",
-          "F1_2_F2_1_6",
-          "F1_2_F2_1_7",
           "F1_2_F2_2_1",
           "F1_2_F2_2_2",
           "F1_2_F2_2_3",
@@ -23529,7 +24619,7 @@
           "F1_3_F2_2_8"
          ],
          "y": {
-          "bdata": "nu+nxku3SUBU46WbxEBKQO58PzVeaklAH4XrUbguSkBcj8L1KGxJQOOlm8QgoEpAVOOlm8RQSkD6fmq8dPNJQO58PzVeCkdA9ihcj8LlR0AIrBxaZItHQMUgsHJo0UdAzczMzMxMR0DVeOkmMVhIQEJg5dAiO0hAAiuHFtn+R0C0yHa+n0pIQNv5fmq8FElAFK5H4XpESEC4HoXrUdhHQClcj8L1OElAZDvfT403SUAv3SQGgXVFQB+F61G4fkZAyXa+nxqPRkAj2/l+aqxGQEJg5dAiK0ZAoBov3STGRkB/arx0kxhHQP7UeOkmsUZAlkOLbOfLSUBxPQrXo9BKQBfZzvdTQ0pAQmDl0CKbSkA730+Nlx5KQDVeukkMwkpA3SQGgZXjSkCmm8QgsCJKQG8Sg8DKkUdAFK5H4Xo0SEBvEoPAyiFIQPLSTWIQGEhA6SYxCKwMSEDdJAaBldNHQA==",
+          "bdata": "XI/C9Sj8SUBcj8L1KPxJQFyPwvUo/ElAXI/C9Sj8SUBcj8L1KPxJQFyPwvUo/ElAXI/C9Sj8SUBcj8L1KPxJQC/dJAaBxUdAL90kBoHFR0Av3SQGgcVHQC/dJAaBxUdAL90kBoHFR0Av3SQGgcVHQC/dJAaBxUdAL90kBoHFR0BaZDvfT31GQFpkO99PfUZAWmQ73099RkBaZDvfT31GQFpkO99PfUZAWmQ73099RkBaZDvfT31GQFpkO99PfUZAPzVeuklsSkA/NV66SWxKQD81XrpJbEpAPzVeuklsSkA/NV66SWxKQD81XrpJbEpAPzVeuklsSkA/NV66SWxKQA4tsp3vJ0hADi2yne8nSEAOLbKd7ydIQA4tsp3vJ0hADi2yne8nSEAOLbKd7ydIQA==",
           "dtype": "f8"
          }
         }
@@ -23577,7 +24667,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "n = 48<br>CL = 49.170",
+          "text": "n = 48<br>CL = 49.167",
           "x": 0.02,
           "xanchor": "left",
           "xref": "paper",
@@ -23609,8 +24699,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 49.17,
-          "y1": 49.17
+          "y0": 49.167,
+          "y1": 49.167
          }
         ],
         "showlegend": false,
@@ -24444,10 +25534,10 @@
    "id": "cell-r5-s",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.931192Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.931143Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.942612Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.942272Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.328816Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.328753Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.340622Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.340269Z"
     }
    },
    "outputs": [
@@ -25857,10 +26947,10 @@
    "id": "wr6n5l1c1s",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.943466Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.943412Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.946856Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.946509Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.341635Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.341584Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.345060Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.344699Z"
     }
    },
    "outputs": [
@@ -26183,10 +27273,10 @@
    "id": "m11v99c87gg",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.947742Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.947693Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.951082Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.950795Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.345960Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.345911Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.349410Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.349091Z"
     }
    },
    "outputs": [
@@ -26451,10 +27541,10 @@
    "id": "ap80cox9s0n",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.951943Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.951891Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.953373Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.953058Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.350310Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.350254Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.351756Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.351418Z"
     }
    },
    "outputs": [
@@ -26488,10 +27578,10 @@
    "id": "dv2jt9t46l",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.954153Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.954102Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.956261Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.955910Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.352597Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.352548Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.355004Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.354648Z"
     }
    },
    "outputs": [
@@ -26511,6 +27601,7 @@
       "    factor 2: observed=['F2_1', 'F2_2']\n",
       "\n",
       "  Structure: Complete structure\n",
+      "  Series length: T=8. Sigma rests on within-cell replication.\n",
       "\n",
       "  Available analyses (ADS 1):\n",
       "    Primary: Histogram, Xbar *, S, X, mR\n",
@@ -26549,10 +27640,10 @@
    "id": "yuxsxifg1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.957051Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.957002Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.971092Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.970733Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.355832Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.355785Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.369636Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.369285Z"
     }
    },
    "outputs": [
@@ -28026,10 +29117,10 @@
    "id": "p5vee6451q",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.971963Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.971914Z",
-     "iopub.status.idle": "2026-08-31T22:35:36.980784Z",
-     "shell.execute_reply": "2026-08-31T22:35:36.980486Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.370541Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.370488Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.379370Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.379092Z"
     }
    },
    "outputs": [
@@ -29448,10 +30539,10 @@
    "id": "o98awbkc9b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:36.981614Z",
-     "iopub.status.busy": "2026-08-31T22:35:36.981562Z",
-     "iopub.status.idle": "2026-08-31T22:35:37.051103Z",
-     "shell.execute_reply": "2026-08-31T22:35:37.050735Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.380327Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.380272Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.454333Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.453910Z"
     }
    },
    "outputs": [
@@ -29469,6 +30560,130 @@
         "plotlyServerURL": "https://plot.ly"
        },
        "data": [
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "X_F1_1 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51
+         ],
+         "xaxis": "x",
+         "y": [
+          51.347,
+          51.516,
+          52.666,
+          52.699,
+          52.242,
+          52.197,
+          52.725,
+          50.764,
+          50.821,
+          50.907,
+          52.387,
+          52.245,
+          52.464,
+          50.751,
+          50.938,
+          53.215,
+          53.522,
+          53.074,
+          53.194,
+          52.295,
+          52.968,
+          51.806,
+          51.999,
+          null,
+          46.219,
+          46.306,
+          46.001,
+          45.871,
+          46.008,
+          47.747,
+          47.843,
+          46.89,
+          47.449,
+          46.927,
+          47.301,
+          47.972,
+          46.949,
+          46.28,
+          46.572,
+          48.448,
+          48.693,
+          49.165,
+          48.138,
+          49.002,
+          48.406,
+          48.065,
+          48.672,
+          48.432,
+          48.736,
+          47.964,
+          48.596,
+          47.86,
+          47.546
+         ],
+         "yaxis": "y"
+        },
         {
          "customdata": [
           [
@@ -29741,7 +30956,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X_F1_1",
          "opacity": 0.8,
          "showlegend": false,
@@ -29779,6 +30994,140 @@
          },
          "yaxis": "y"
         },
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "X_F1_2 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          53,
+          54,
+          55,
+          56
+         ],
+         "xaxis": "x2",
+         "y": [
+          48.332,
+          48.788,
+          48.578,
+          48.387,
+          48.829,
+          50.054,
+          50.274,
+          50.159,
+          48.261,
+          49.065,
+          48.723,
+          48.223,
+          48.405,
+          49.183,
+          49.393,
+          49.857,
+          50.224,
+          47.675,
+          47.218,
+          48.178,
+          50.193,
+          50.352,
+          50.273,
+          50.462,
+          50.945,
+          50.61,
+          50.259,
+          48.67,
+          49.145,
+          49.318,
+          50.047,
+          49.392,
+          null,
+          43.072,
+          42.797,
+          42.885,
+          44.419,
+          45.56,
+          45.338,
+          44.641,
+          45.375,
+          45.502,
+          45.286,
+          45.332,
+          45.086,
+          45.527,
+          43.922,
+          43.901,
+          44.481,
+          45.044,
+          45.604,
+          45.493,
+          46.41,
+          45.975,
+          44.953,
+          45.56,
+          45.289,
+          45.732
+         ],
+         "yaxis": "y2"
+        },
         {
          "customdata": [
           [
@@ -30076,7 +31425,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X_F1_2",
          "opacity": 0.8,
          "showlegend": false,
@@ -30114,6 +31463,130 @@
          },
          "yaxis": "y2"
         },
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "X_F1_3 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51
+         ],
+         "xaxis": "x3",
+         "y": [
+          51.229,
+          51.172,
+          52.379,
+          54.165,
+          53.403,
+          53.322,
+          52.264,
+          52.349,
+          52.965,
+          53.077,
+          53.232,
+          53.169,
+          53.369,
+          52.129,
+          52.35,
+          53.116,
+          53.916,
+          53.518,
+          53.654,
+          53.872,
+          54.372,
+          53.475,
+          52.261,
+          52.056,
+          52.118,
+          52.65,
+          null,
+          47.647,
+          47.051,
+          46.834,
+          47.023,
+          48.564,
+          48.538,
+          48.033,
+          48.503,
+          48.946,
+          48.689,
+          47.597,
+          47.824,
+          47.835,
+          48.184,
+          48.546,
+          48.177,
+          48.207,
+          47.61,
+          48.404,
+          48.596,
+          48.809,
+          50.286,
+          49.799,
+          47.096,
+          47.212,
+          48.651
+         ],
+         "yaxis": "y3"
+        },
         {
          "customdata": [
           [
@@ -30386,7 +31859,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "X_F1_3",
          "opacity": 0.8,
          "showlegend": false,
@@ -32041,10 +33514,10 @@
    "id": "ht1jniqmpd",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:37.052040Z",
-     "iopub.status.busy": "2026-08-31T22:35:37.051982Z",
-     "iopub.status.idle": "2026-08-31T22:35:37.114271Z",
-     "shell.execute_reply": "2026-08-31T22:35:37.113825Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.455291Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.455232Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.520223Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.519922Z"
     }
    },
    "outputs": [
@@ -32055,6 +33528,128 @@
         "plotlyServerURL": "https://plot.ly"
        },
        "data": [
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "mR_F1_1 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          22,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50
+         ],
+         "xaxis": "x",
+         "y": [
+          0.169,
+          1.15,
+          0.033,
+          0.457,
+          0.045,
+          0.528,
+          1.961,
+          0.057,
+          0.086,
+          1.48,
+          0.142,
+          0.219,
+          1.713,
+          0.187,
+          2.277,
+          0.306,
+          0.447,
+          0.12,
+          0.899,
+          0.673,
+          1.162,
+          0.193,
+          null,
+          5.78,
+          0.088,
+          0.306,
+          0.13,
+          0.137,
+          1.739,
+          0.096,
+          0.953,
+          0.559,
+          0.522,
+          0.373,
+          0.671,
+          1.023,
+          0.668,
+          0.291,
+          1.877,
+          0.244,
+          0.472,
+          1.027,
+          0.865,
+          0.596,
+          0.341,
+          0.607,
+          0.241,
+          0.305,
+          0.772,
+          0.632,
+          0.736,
+          0.314
+         ],
+         "yaxis": "y"
+        },
         {
          "customdata": [
           [
@@ -32322,7 +33917,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "mR_F1_1",
          "opacity": 0.8,
          "showlegend": false,
@@ -32360,6 +33955,138 @@
          },
          "yaxis": "y"
         },
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "mR_F1_2 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50,
+          51,
+          52,
+          53,
+          54,
+          55
+         ],
+         "xaxis": "x2",
+         "y": [
+          0.456,
+          0.21,
+          0.191,
+          0.443,
+          1.225,
+          0.22,
+          0.115,
+          1.898,
+          0.805,
+          0.343,
+          0.499,
+          0.182,
+          0.778,
+          0.21,
+          0.463,
+          0.367,
+          2.548,
+          0.457,
+          0.96,
+          2.015,
+          0.159,
+          0.079,
+          0.189,
+          0.483,
+          0.335,
+          0.351,
+          1.589,
+          0.475,
+          0.173,
+          0.729,
+          0.655,
+          null,
+          6.321,
+          0.274,
+          0.088,
+          1.534,
+          1.141,
+          0.223,
+          0.697,
+          0.734,
+          0.127,
+          0.217,
+          0.046,
+          0.246,
+          0.44,
+          1.605,
+          0.021,
+          0.58,
+          0.563,
+          0.56,
+          0.111,
+          0.917,
+          0.435,
+          1.022,
+          0.607,
+          0.271,
+          0.443
+         ],
+         "yaxis": "y2"
+        },
         {
          "customdata": [
           [
@@ -32652,7 +34379,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "mR_F1_2",
          "opacity": 0.8,
          "showlegend": false,
@@ -32690,6 +34417,128 @@
          },
          "yaxis": "y2"
         },
+        {
+         "hoverinfo": "skip",
+         "line": {
+          "color": "steelblue",
+          "width": 1.5
+         },
+         "mode": "lines",
+         "name": "mR_F1_3 (lanes)",
+         "opacity": 0.8,
+         "showlegend": false,
+         "type": "scatter",
+         "x": [
+          0,
+          1,
+          2,
+          3,
+          4,
+          5,
+          6,
+          7,
+          8,
+          9,
+          10,
+          11,
+          12,
+          13,
+          14,
+          15,
+          16,
+          17,
+          18,
+          19,
+          20,
+          21,
+          22,
+          23,
+          24,
+          25,
+          25,
+          26,
+          27,
+          28,
+          29,
+          30,
+          31,
+          32,
+          33,
+          34,
+          35,
+          36,
+          37,
+          38,
+          39,
+          40,
+          41,
+          42,
+          43,
+          44,
+          45,
+          46,
+          47,
+          48,
+          49,
+          50
+         ],
+         "xaxis": "x3",
+         "y": [
+          0.057,
+          1.208,
+          1.785,
+          0.761,
+          0.081,
+          1.058,
+          0.085,
+          0.615,
+          0.112,
+          0.156,
+          0.063,
+          0.2,
+          1.241,
+          0.221,
+          0.766,
+          0.801,
+          0.399,
+          0.136,
+          0.218,
+          0.5,
+          0.897,
+          1.213,
+          0.206,
+          0.063,
+          0.532,
+          null,
+          5.003,
+          0.597,
+          0.217,
+          0.189,
+          1.541,
+          0.026,
+          0.504,
+          0.47,
+          0.442,
+          0.256,
+          1.092,
+          0.226,
+          0.011,
+          0.349,
+          0.363,
+          0.369,
+          0.03,
+          0.597,
+          0.794,
+          0.192,
+          0.213,
+          1.477,
+          0.487,
+          2.703,
+          0.116,
+          1.439
+         ],
+         "yaxis": "y3"
+        },
         {
          "customdata": [
           [
@@ -32957,7 +34806,7 @@
           "color": "steelblue",
           "size": 5
          },
-         "mode": "lines+markers",
+         "mode": "markers",
          "name": "mR_F1_3",
          "opacity": 0.8,
          "showlegend": false,
@@ -33044,7 +34893,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL = 2.350 | CL = 0.719 | LPL = 0.000",
+          "text": "UPL = 2.349 | CL = 0.719 | LPL = 0.000",
           "x": 1.0,
           "xanchor": "right",
           "xref": "x domain",
@@ -33072,7 +34921,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL = 2.266 | CL = 0.693 | LPL = 0.000",
+          "text": "UPL = 2.265 | CL = 0.693 | LPL = 0.000",
           "x": 1.0,
           "xanchor": "right",
           "xref": "x2 domain",
@@ -33100,7 +34949,7 @@
            "size": 10
           },
           "showarrow": false,
-          "text": "UPL = 2.120 | CL = 0.649 | LPL = 0.000",
+          "text": "UPL = 2.119 | CL = 0.649 | LPL = 0.000",
           "x": 1.0,
           "xanchor": "right",
           "xref": "x3 domain",
@@ -33224,8 +35073,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 0.17533333333333323,
-          "y1": 1.2626666666666666,
+          "y0": 0.17566666666666653,
+          "y1": 1.2623333333333333,
           "yref": "y"
          },
          {
@@ -33239,8 +35088,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 1.2626666666666666,
-          "y1": 1.8063333333333333,
+          "y0": 1.2623333333333333,
+          "y1": 1.8056666666666668,
           "yref": "y"
          },
          {
@@ -33254,8 +35103,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": -0.3683333333333335,
-          "y1": 0.17533333333333323,
+          "y0": -0.3676666666666669,
+          "y1": 0.17566666666666653,
           "yref": "y"
          },
          {
@@ -33269,8 +35118,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 1.8063333333333333,
-          "y1": 2.35,
+          "y0": 1.8056666666666668,
+          "y1": 2.349,
           "yref": "y"
          },
          {
@@ -33285,7 +35134,7 @@
           "x1": 1,
           "xref": "x domain",
           "y0": 0.0,
-          "y1": -0.3683333333333335,
+          "y1": -0.3676666666666669,
           "yref": "y"
          },
          {
@@ -33298,8 +35147,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x domain",
-          "y0": 2.35,
-          "y1": 2.35,
+          "y0": 2.349,
+          "y1": 2.349,
           "yref": "y"
          },
          {
@@ -33355,8 +35204,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 0.16866666666666663,
-          "y1": 1.2173333333333334,
+          "y0": 0.16899999999999993,
+          "y1": 1.217,
           "yref": "y2"
          },
          {
@@ -33370,8 +35219,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 1.2173333333333334,
-          "y1": 1.7416666666666667,
+          "y0": 1.217,
+          "y1": 1.741,
           "yref": "y2"
          },
          {
@@ -33385,8 +35234,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": -0.3556666666666667,
-          "y1": 0.16866666666666663,
+          "y0": -0.3550000000000001,
+          "y1": 0.16899999999999993,
           "yref": "y2"
          },
          {
@@ -33400,8 +35249,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 1.7416666666666667,
-          "y1": 2.266,
+          "y0": 1.741,
+          "y1": 2.265,
           "yref": "y2"
          },
          {
@@ -33416,7 +35265,7 @@
           "x1": 1,
           "xref": "x2 domain",
           "y0": 0.0,
-          "y1": -0.3556666666666667,
+          "y1": -0.3550000000000001,
           "yref": "y2"
          },
          {
@@ -33429,8 +35278,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x2 domain",
-          "y0": 2.266,
-          "y1": 2.266,
+          "y0": 2.265,
+          "y1": 2.265,
           "yref": "y2"
          },
          {
@@ -33486,8 +35335,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x3 domain",
-          "y0": 0.15866666666666668,
-          "y1": 1.1393333333333333,
+          "y0": 0.15899999999999997,
+          "y1": 1.139,
           "yref": "y3"
          },
          {
@@ -33501,8 +35350,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x3 domain",
-          "y0": 1.1393333333333333,
-          "y1": 1.6296666666666666,
+          "y0": 1.139,
+          "y1": 1.629,
           "yref": "y3"
          },
          {
@@ -33516,8 +35365,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x3 domain",
-          "y0": -0.33166666666666667,
-          "y1": 0.15866666666666668,
+          "y0": -0.33100000000000007,
+          "y1": 0.15899999999999997,
           "yref": "y3"
          },
          {
@@ -33531,8 +35380,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x3 domain",
-          "y0": 1.6296666666666666,
-          "y1": 2.12,
+          "y0": 1.629,
+          "y1": 2.119,
           "yref": "y3"
          },
          {
@@ -33547,7 +35396,7 @@
           "x1": 1,
           "xref": "x3 domain",
           "y0": 0.0,
-          "y1": -0.33166666666666667,
+          "y1": -0.33100000000000007,
           "yref": "y3"
          },
          {
@@ -33560,8 +35409,8 @@
           "x0": 0,
           "x1": 1,
           "xref": "x3 domain",
-          "y0": 2.12,
-          "y1": 2.12,
+          "y0": 2.119,
+          "y1": 2.119,
           "yref": "y3"
          },
          {
@@ -34627,10 +36476,10 @@
    "id": "owf1q5kjet",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:37.115138Z",
-     "iopub.status.busy": "2026-08-31T22:35:37.115076Z",
-     "iopub.status.idle": "2026-08-31T22:35:37.133061Z",
-     "shell.execute_reply": "2026-08-31T22:35:37.132644Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.521341Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.521282Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.531042Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.530594Z"
     }
    },
    "outputs": [
@@ -35564,10 +37413,10 @@
    "id": "pum8a95hbg",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:37.133990Z",
-     "iopub.status.busy": "2026-08-31T22:35:37.133933Z",
-     "iopub.status.idle": "2026-08-31T22:35:37.140939Z",
-     "shell.execute_reply": "2026-08-31T22:35:37.140568Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.531990Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.531930Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.552191Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.551834Z"
     }
    },
    "outputs": [
@@ -36467,10 +38316,10 @@
    "id": "j28xv0lfrhl",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:37.141769Z",
-     "iopub.status.busy": "2026-08-31T22:35:37.141719Z",
-     "iopub.status.idle": "2026-08-31T22:35:37.148269Z",
-     "shell.execute_reply": "2026-08-31T22:35:37.147936Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.553344Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.553292Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.560099Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.559743Z"
     }
    },
    "outputs": [
@@ -37375,10 +39224,10 @@
    "id": "xjrxv76d5t9",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:37.149158Z",
-     "iopub.status.busy": "2026-08-31T22:35:37.149105Z",
-     "iopub.status.idle": "2026-08-31T22:35:37.159620Z",
-     "shell.execute_reply": "2026-08-31T22:35:37.159202Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.561047Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.560996Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.572162Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.571761Z"
     }
    },
    "outputs": [
@@ -38380,10 +40229,10 @@
    "id": "2u7o2kv68w6",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:37.160455Z",
-     "iopub.status.busy": "2026-08-31T22:35:37.160403Z",
-     "iopub.status.idle": "2026-08-31T22:35:37.167521Z",
-     "shell.execute_reply": "2026-08-31T22:35:37.167128Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.573166Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.573110Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.580476Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.580034Z"
     }
    },
    "outputs": [
@@ -39311,10 +41160,10 @@
    "id": "zu1qimy304j",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2026-08-31T22:35:37.168365Z",
-     "iopub.status.busy": "2026-08-31T22:35:37.168314Z",
-     "iopub.status.idle": "2026-08-31T22:35:37.169983Z",
-     "shell.execute_reply": "2026-08-31T22:35:37.169707Z"
+     "iopub.execute_input": "2026-10-05T00:33:01.581382Z",
+     "iopub.status.busy": "2026-10-05T00:33:01.581331Z",
+     "iopub.status.idle": "2026-10-05T00:33:01.583084Z",
+     "shell.execute_reply": "2026-10-05T00:33:01.582741Z"
     }
    },
    "outputs": [
diff --git a/docs/user-guide/chart-types.md b/docs/user-guide/chart-types.md
index 3c350e4..72e5584 100644
--- a/docs/user-guide/chart-types.md
+++ b/docs/user-guide/chart-types.md
@@ -19,7 +19,7 @@ Use the `value` parameter to chart residuals instead of the response:
 
 | Residual | Chart | Purpose |
 |----------|-------|---------|
-| **R2** | S or X | Check within-group variation stability |
+| **R2** | S or X | Check that the unexplained noise is stable |
 | **R3** | Xbar, S, or X | Detect factor × time interactions |
 | **R4** | Xbar, S, or X | Detect time effects |
 | **R5** | Xbar, S, or X | Detect factor effects |
@@ -128,11 +128,14 @@ Not all charts are valid for all Design States:
 
 | Chart | DS 1 | DS 2 | DS 3 | DS 4 | DS 5-6 |
 |-------|-------|-------|-------|-------|---------|
-| Xbar | ✅ | ✅ | ✅ | ❌ | ❌ |
-| S | ✅ | ✅ | ✅ | ❌ | ❌ |
+| Xbar | ✅ | ✅ | ✅ | ✅ | ✅ |
+| S | ✅ | ✅ | ✅ | ✅ | ✅ |
 | X | ✅ | ✅ | ✅ | ✅ | ✅ |
 | mR | ✅ | ✅ | ✅ | ✅ | ✅ |
 
+DS 4–6 collapse to DS 1–3 once empty cells are dropped, and their charts follow (Xbar is
+recommended for DS 1, 3, 4 and 6; X for DS 2 and 5).
+
 **Residual availability** depends on DS. Use `study.residuals` to check:
 
 ```python
@@ -140,7 +143,7 @@ print(f"Valid charts: {study.valid_charts}")
 print(f"Available residuals: {study.residuals}")
 ```
 
-**Note on R2**: DS 2 and 5 use the moving average method; DS 1, 3, 4, 6 use within-cell deviation (R2 = Y - Ȳ_kt). See [VAS Residuals](residuals.md) for details.
+**Note on R2**: DS 1 and 4 (every cell replicated) use the within-cell deviation, R2 = Y - Ȳ_kt. DS 2, 3, 5 and 6 (any one-observation cell) remove the condition and period effects, difference what is left along the condition-then-time sequence, and divide by twice the R2 scale factor. See [VAS Residuals](residuals.md) for details.
 
 ## Companion Charts
 
@@ -208,12 +211,13 @@ result.interactions         # Dict of interaction terms
 
 Plots the **mean** of each subgroup (factor level at each time point).
 
-- **Centerline**: Grand mean (Y̅)
-- **Control Limits**: Based on within-subgroup variation
+- **Centerline**: Grand mean (Y̅), the unweighted mean of the cell means, each cell counted once. In DS 3, one-observation subgroups count toward it (per-stratum center lines included)
+- **Control Limits**: Based on within-subgroup variation; one-observation subgroups have none, so they do not enter the limits
 - **Interpretation**: Points beyond limits indicate subgroups with unusual means
 
-!!! note "Limits for effect-carrying residuals (R4/R5)"
-    When charting R4, R5, or their recentered variants (RCR4, RCR5) on Xbar, limits are based on **R2's within-group standard deviation** (Sbar), not the plotted residual's own standard deviation. This matters when `by` collapses factors — e.g., `by=['factor 1']` in a two-factor study. At collapsed groupings, R5's within-group std would include between-cell variance from the collapsed dimension, inflating limits. Using R2's Sbar isolates within-cell noise as the limit basis. At the full RSG level (all factors in `by`), R5's within-group std equals R2's, so there is no difference. This follows Dr. Tom Bishop's VAS methodology.
+:::{note} Limits for effect-carrying residuals (R4/R5)
+When charting R4, R5, or their recentered variants (RCR4, RCR5) on Xbar, limits are based on **R2's within-group standard deviation** (Sbar), not the plotted residual's own standard deviation. This matters when `by` collapses factors — e.g., `by=['factor 1']` in a two-factor study. At collapsed groupings, R5's within-group std would include between-cell variance from the collapsed dimension, inflating limits. Using R2's Sbar isolates the unexplained noise as the limit basis. At the full RSG level (all factors in `by`), R5's within-group std equals R2's, so there is no difference. This follows Dr. Tom Bishop's VAS methodology.
+:::
 
 ### The S Chart
 
@@ -223,11 +227,12 @@ Plots the **standard deviation** of each subgroup.
 - **Control Limits**: Based on chi-square distribution
 - **Interpretation**: Points beyond limits indicate subgroups with unusual variation
 
-!!! note "S chart with effect residuals (R3/R4/R5)"
-    When charting an effect residual on S, the data points show R2's
-    within-group standard deviation, not the requested residual's. The S chart always
-    measures within-cell noise stability. See [How Effect Residuals Are
-    Charted](residuals.md#how-effect-residuals-are-charted).
+:::{note} S chart with effect residuals (R3/R4/R5)
+When charting an effect residual on S, the data points show R2's
+within-group standard deviation, not the requested residual's. The S chart always
+measures the stability of the noise (R2). See [How Effect Residuals Are
+Charted](residuals.md#how-effect-residuals-are-charted).
+:::
 
 ### Reading Order
 
@@ -241,8 +246,8 @@ Plots the **standard deviation** of each subgroup.
 
 Plots each individual observation.
 
-- **Centerline**: Average of all observations (X̅)
-- **Control Limits**: X̅ ± (3/1.128) × R̅, about X̅ ± 2.66 × R̅ (R̅ is the average moving range)
+- **Centerline**: Average of all observations (X̅) (10-1 manual Eqs 12-7, 12-9)
+- **Control Limits**: X̅ ± (3/1.128) × R̅, about X̅ ± 2.66 × R̅ (R̅ is the average of the T − 1 moving ranges; Eqs 12-1, 12-10, 12-11)
 - **Interpretation**: Points beyond limits indicate special causes
 
 ### The mR (Moving Range) Chart
@@ -250,7 +255,7 @@ Plots each individual observation.
 Plots the absolute difference between consecutive observations.
 
 - **Centerline**: Average moving range (R̅)
-- **UCL**: (1 + 3 × 0.8525/1.128) × R̅, about 3.267 × R̅
+- **UCL**: (1 + 3 × 0.8525/1.128) × R̅, about 3.267 × R̅ (10-1 manual Eq 12-5)
 - **LCL**: 0 (range cannot be negative)
 - **Interpretation**: Large ranges indicate sudden changes
 
@@ -343,7 +348,7 @@ only the lane order, and reports which results move.
 |-------|-------|--------------------------------|
 | "These subgroups are not one process" | `chart='X', by=[]` | Yes. The signal count never reaches zero under any ordering tested. |
 | "This transition is a signal" | `chart='mR', by=[]` | No. Which transitions are flagged depends on which lanes are adjacent. |
-| "Subgroup *k* differs in level" | `chart='Xbar', by=['lane'], value='R5', recentered=True` | The points, yes: each is a subgroup mean. The limits, not entirely in DS 2 and 3: they are set from R2, which is built from the same lane-major sequence. In DS 1, R2 is within-cell and carries no order. |
+| "Subgroup *k* differs in level" | `chart='Xbar', by=['lane'], value='R5', recentered=True` | The points, yes: each is a subgroup mean. The limits, not entirely in DS 2 and 3: they are set from R2, which differences the condition-and-period-adjusted series along the same lane-major sequence. The level difference between lanes no longer enters R2, but which observations are paired still depends on lane order. In DS 1, R2 is within-cell and carries no order. |
 | "Subgroup *k* is stable on its own" | `phased=True`, or `by=['lane']` | Yes. Only that subgroup's own ranges enter. |
 
 So a boundary signal should be read as evidence along the path, and claims about the
@@ -365,24 +370,31 @@ result = study.execute(chart='X', by=['lane'], value='R4')
 result = study.execute(chart='X', by=['lane'], value='R4', recentered=True)
 ```
 
-Re-centering uses:
-- R4: RCR4 = R4 + Y̅_t (adds back time mean)
-- R5: RCR5 = R5 + Y̅_k (adds back factor mean)
+Re-centering adds back the grand mean, RCR = R + Y̅ (Bishop's 10-1 manual, Eq 14-26, for R1
+and R3–R6), so a re-centered chart plots the effect plus R2 on the measurement scale. The
+chart shifts by Y̅; the limit width is unchanged. RCR2 is the exception: Y̅_kt + R2. Chart
+period effects from R4; an Xbar of RCR3 by period is flat, because the interaction sums to
+zero over conditions.
 
 ## Decision Tree
 
 ```
 Do you have factors?
 ├── No → Do you have time?
-│   └── Yes → DS 6: Use X
+│   └── Yes → How many observations per time point?
+│       ├── Two or more at every point → DS 1: Xbar-S
+│       ├── One at some points, more at others → DS 3: Xbar-S (recommended)
+│       └── One at every point → DS 2: X
 └── Yes → Do you have time?
     ├── No → Use Xbar to compare factors
     └── Yes → Do you have replication (n>=2 per cell)?
-        ├── All cells → DS 1: Full Xbar-S + VAS residuals
-        ├── Some cells → DS 3: Xbar-S with MA2-based limits + limited VAS
-        └── No cells → DS 2: Xbar-S with MR-based limits
+        ├── All cells → DS 1: Full Xbar-S + VAS residuals (R2 within-cell)
+        ├── Some cells → DS 3: Xbar-S (recommended) + VAS residuals (R2 by scaled difference)
+        └── No cells → DS 2: X (recommended) + VAS residuals (R2 by scaled difference)
 ```
 
+VAS residuals (R1–R6) need both factors and time.
+
 ## Summary
 
 | Question | Chart | Signal Meaning |
diff --git a/docs/user-guide/formulation.md b/docs/user-guide/formulation.md
index c3a9b8e..abf7ffa 100644
--- a/docs/user-guide/formulation.md
+++ b/docs/user-guide/formulation.md
@@ -395,7 +395,7 @@ This tells you: the plan called for full replication across 480 cells. Three cel
 
 ### `study.capability()`
 
-Assesses process capability against specification limits (Bishop Ch. 16). Returns both **current capability** (Pp/Ppk, based on overall variation) and **potential capability** (Cp/Cpk, based on R2 within-cell noise only).
+Assesses process capability against specification limits (Bishop Ch. 16). Returns both **current capability** (Pp/Ppk, based on overall variation) and **potential capability** (Cp/Cpk, based on the R2 noise only).
 
 ```python
 from processbehavior import SpecLimits
@@ -416,13 +416,18 @@ cap.plot(values=study.dataset[study.response].dropna().values)
 | Metric | Based On | Meaning |
 |--------|----------|---------|
 | **Pp/Ppk** | Overall σ̂ (all variation) | Current capability — process as-is |
-| **Cp/Cpk** | R2 σ̂ (within-cell noise only) | Potential capability — achievable if all assignable causes are eliminated |
+| **Cp/Cpk** | R2 σ̂ = S<sub>R2</sub> / c4(N<sub>R2</sub>) (noise only; 10-1 manual Eq 16-10) | Potential capability — achievable if all assignable causes are eliminated |
 
-Potential capability (Cp/Cpk) requires VAS residuals (factors + time). If unavailable, `cap.potential_unavailable_reason` explains why.
+The potential values are ȳ + R2. Potential CPL/CPU are measured from their mean,
+`cap.potential_center` (ȳ + mean of R2), and the potential chart's center line sits there.
+In ADS 1, R2 averages to zero and `potential_center` equals ȳ; in ADS 2 and 3 it differs
+slightly.
+
+Potential capability (Cp/Cpk) requires VAS residuals (factors + time). If unavailable, including when R2 itself is unavailable for the layout, `cap.potential_unavailable_reason` explains why.
 
 ### `study.loss_function()`
 
-Decomposes expected loss into five components using the Taguchi Loss Function (Bishop Ch. 15). Identifies the largest sources of variation as a Pareto analysis.
+Decomposes expected loss into five components using the Taguchi Loss Function (Bishop Ch. 15; equation numbers below are from Bishop's VAS documentation manual dated 10-1-2026). Identifies the largest sources of variation as a Pareto analysis. It needs R2, so it raises `ValidationError` when R2 is unavailable for the layout.
 
 ```python
 # Use grand mean as target (centering = 0)
@@ -451,12 +456,14 @@ loss.plot(structured=True)     # Expands PDC into per-factor components
 | Component | Formula | What It Captures |
 |-----------|---------|-----------------|
 | **Centering** | (Ȳ - Target)² | Loss from being off-target |
-| **Unexplained** | Within-cell variance | Irreducible noise (R2) |
+| **Unexplained** | ADS 1: average of the cell variances, (1/KT)·ΣS²<sub>kt</sub> (Eq 15-16). ADS 2/3: S²<sub>R2</sub>, the sample variance of R2 (Eq 15-17) | Irreducible noise (R2) |
 | **PDC** | Between-condition variance | Process design condition main effects (R5) |
 | **Time** | Between-time variance | Time period effects |
-| **Interaction** | Factor × time variance | How factor effects change over time |
+| **Interaction** | ADS 1: average squared interaction effect (Eq 15-16). ADS 2/3: what the other parts leave of the total, S² − PDC − Time − Unexplained, set to 0 if negative (Eqs 15-18..15-20) | How factor effects change over time |
 
-These five components always sum to the total expected loss. The largest percentage identifies where to focus improvement efforts.
+S² is the sample variance of all observations. The total is the sum of the five components;
+in ADS 2 and 3 it equals (Ȳ - Target)² + S², unless the interaction remainder was negative
+and set to 0. The largest percentage identifies where to focus improvement efforts.
 
 ## Best Practices
 
diff --git a/docs/user-guide/residuals.md b/docs/user-guide/residuals.md
index 5a4678a..2232479 100644
--- a/docs/user-guide/residuals.md
+++ b/docs/user-guide/residuals.md
@@ -1,24 +1,24 @@
 # VAS Residuals
 
-Dr. Thomas A. Bishop's **Variance Analysis System (VAS)** decomposes total variation into meaningful components. ProcessBehavior calculates six residuals (R1-R6) that help answer different analytical questions.
+Dr. Thomas A. Bishop's **Variation Analysis System (VAS)** decomposes total variation into meaningful components. ProcessBehavior calculates six residuals (R1-R6) that help answer different analytical questions. Equation numbers on this page refer to Bishop's VAS documentation manual dated 10-1-2026.
 
 ## The Residual Hierarchy
 
 | Residual | Name | Formula | Questions Answered |
 |----------|------|---------|-------------------|
 | **R1** | Response Centered at 0 | Y - Y̅ | How far is each point from the overall mean? |
-| **R2** | Within-cell | Y - Y̅<sub>kt</sub> | Is measurement variation stable? |
-| **R3** | Interaction | Y - Y̅<sub>k</sub> - Y̅<sub>t</sub> + Y̅ | Do factor effects change over time? |
+| **R2** | Unexplained (noise) | Y - Y̅<sub>kt</sub> (DS 1); scaled difference of the effect-adjusted series (DS 2, 3) — see [R2](#r2-unexplained-residuals) | Is measurement variation stable? |
+| **R3** | Interaction | (Y̅<sub>kt</sub> - Y̅<sub>k</sub> - Y̅<sub>t</sub> + Y̅) + R2 | Do factor effects change over time? |
 | **R4** | Time Main Effect | Y̅<sub>t</sub> - Y̅ + R2 | Are there time trends or shifts? |
 | **R5** | Design Condition Main Effect | Y̅<sub>k</sub> - Y̅ + R2 | Do process design conditions differ from each other? |
 | **R6** | Design Factor Main Effect | α<sub>i</sub> + R2 | Does a specific design factor have a significant effect? |
 
 Where:
 - Y = individual observation
-- Y̅ = grand mean
-- Y̅<sub>k</sub> = mean for factor level k
-- Y̅<sub>t</sub> = mean at time t
-- Y̅<sub>kt</sub> = mean for factor k at time t (cell mean)
+- Y̅ = grand mean: the mean of the cell means, each cell counted once (10-1 manual Eq 10-10)
+- Y̅<sub>k</sub> = mean for factor level k: the mean of that level's cell means
+- Y̅<sub>t</sub> = mean at time t: the mean of that period's cell means
+- Y̅<sub>kt</sub> = mean for factor k at time t (cell mean, Eq 10-8)
 
 ## Accessing Residuals
 
@@ -44,7 +44,7 @@ print(result.residuals.head())
 **Purpose**: View the original measurements as ± about zero, so the total range of
 variation is read directly rather than against an arbitrary process mean.
 
-**Formula**: R1 = Y - Y̅ (Bishop §13.1, *Centering the Original PM Data at 0*)
+**Formula**: R1 = Y - Y̅ (Eq 14-2)
 
 R1 is a pure location shift — it subtracts the overall mean and changes nothing else. It
 is also the building block the other residuals are derived from, which makes it the
@@ -67,28 +67,49 @@ result = study.execute(chart='Xbar', value='R1')
 **Interpretation**:
 - The centre line sits at 0 by construction
 - The spread is the total variation in the original data, read as ± about zero
-- Limits use the within-cell noise floor, as all residual charts do, so points falling
+- Limits use the noise floor (R2), as all residual charts do, so points falling
   outside them mark variation the decomposition will attribute to time, condition, or
   interaction
 
 **Availability**: Bishop notes R1 can be calculated for data produced by all six sampling
 design states.
 
-## R2: Within-Cell Residuals
+(r2-unexplained-residuals)=
+## R2: Unexplained Residuals
 
-**Purpose**: Assess measurement/within-subgroup variation.
+**Purpose**: Assess the unexplained (noise) variation: what is left once the process mean,
+the condition and period effects and their interaction are accounted for (the interaction
+exactly in DS 1, approximately in DS 2 and 3, where differencing the adjusted series removes
+interaction that changes smoothly over time).
 
 **Formula by DS**:
-- **DS 1 (Full Replication)**: R2 = Y - Y̅<sub>kt</sub> (exact within-cell deviation)
-- **DS 2 (No Replication)**: R2 = (Y<sub>j</sub> - Y<sub>j-1</sub>) / 2 (backward 2-point moving average)
-- **DS 3 (Partial)**: same moving average as DS 2, over the full sequence
+- **DS 1 (Full Replication)**: R2 = Y - Y̅<sub>kt</sub>, the deviation from the cell mean (Eq 14-3)
+- **DS 2 (No Replication)** and **DS 3 (Partial)**: with any one-observation subgroup there is
+  no within-cell deviation to use, so R2 is built from the whole series in three steps
+  (Eqs 14-4..14-8 for DS 2, 14-9..14-13 for DS 3, 5 and 6):
+  1. Remove the process mean and the condition and period effects:
+     Z = Y - Y̅<sub>k</sub> - Y̅<sub>t</sub> + Y̅ (Y̅<sub>k</sub>, Y̅<sub>t</sub> and Y̅ are
+     unweighted means of cell means).
+  2. Difference Z along the condition-then-time sequence (the canonical lane-major order,
+     running across condition boundaries with no grouping). Only the first observation has
+     no value.
+  3. Divide by twice the **R2 scale factor** c(K, M), computed from the layout:
+     K is the number of process design conditions present and M the number of observations
+     (M = KT in DS 2).
+
+Because Z carries no condition or period effect, the step from one condition's last period
+to the next condition's first period no longer carries the level difference between
+conditions, and a trend common to all conditions is not read as noise. The scale factor puts
+R2 on the noise (sigma) scale, so the standard deviation of R2 estimates sigma directly.
+Internally this method is named `ma2`: Bishop's step is a size-2 moving average of Z, and
+R2<sub>j</sub> is Z<sub>j</sub> minus that average, divided by c.
 
 **Chart**: S chart with `value='R2'` (for replicated data) or X
 
 ```python
-# Chart the within-cell variation
+# Chart the unexplained (noise) variation
 result = study.execute(chart='S', value='R2')
-fig = result.plot(show_zones=True, title='Within-Cell Variation')
+fig = result.plot(show_zones=True, title='Unexplained Variation (R2)')
 ```
 
 **Interpretation**:
@@ -100,9 +121,10 @@ fig = result.plot(show_zones=True, title='Within-Cell Variation')
 
 **Purpose**: Detect factor × time interactions.
 
-**Formula**: R3 = Y - Y̅<sub>k</sub> - Y̅<sub>t</sub> + Y̅
+**Formula**: R3 = (Y̅<sub>kt</sub> - Y̅<sub>k</sub> - Y̅<sub>t</sub> + Y̅) + R2 (Eq 14-14)
 
-This removes both main effects, leaving only the interaction.
+This removes both main effects, leaving the interaction plus the unexplained noise. In DS 1,
+where R2 = Y - Y̅<sub>kt</sub>, it reduces to Y - Y̅<sub>k</sub> - Y̅<sub>t</sub> + Y̅.
 
 **Chart**: X with `value='R3'`
 
@@ -122,7 +144,7 @@ fig = result.plot(show_zones=True, title='Factor × Time Interactions')
 
 **Formula**: R4 = Y̅<sub>t</sub> - Y̅ + R2
 
-This combines the time effect with within-cell variation.
+This combines the time effect with the unexplained noise (R2).
 
 **Chart**: X with `value='R4'` (stratified by factor), or Xbar with `value='R4'` (aggregated across factors).
 
@@ -136,7 +158,7 @@ result = study.execute(chart='Xbar', value='R4')
 fig = result.plot(show_zones=True, title='Time Effects (Xbar)')
 ```
 
-When charting R4 on Xbar, limits use R2's Sbar (within-cell noise), not R4's own within-group std. See [Chart Types: Xbar limits note](chart-types.md#the-xbar-chart) for details.
+When charting R4 on Xbar, limits use R2's Sbar (the noise), not R4's own within-group std. See [Chart Types: Xbar limits note](chart-types.md#the-xbar-chart) for details.
 
 **Interpretation**:
 - Signals in R4 → Process is changing over time
@@ -150,7 +172,7 @@ When charting R4 on Xbar, limits use R2's Sbar (within-cell noise), not R4's own
 
 **Formula**: R5 = Y̅<sub>k</sub> - Y̅ + R2
 
-This combines the factor effect with within-cell variation.
+This combines the factor effect with the unexplained noise (R2).
 
 **Chart**: X with `value='R5'` (stratified by factor), or Xbar with `value='R5'` (aggregated by factor).
 
@@ -164,7 +186,7 @@ result = study.execute(chart='Xbar', value='R5')
 fig = result.plot(show_zones=True, title='Design Condition Main Effects (Xbar)')
 ```
 
-When charting R5 on Xbar, limits use R2's Sbar (within-cell noise), not R5's own within-group std. This prevents between-cell variance from collapsed dimensions from inflating limits. See [Chart Types: Xbar limits note](chart-types.md#the-xbar-chart) for details.
+When charting R5 on Xbar, limits use R2's Sbar (the noise), not R5's own within-group std. This prevents between-cell variance from collapsed dimensions from inflating limits. See [Chart Types: Xbar limits note](chart-types.md#the-xbar-chart) for details.
 
 **Interpretation**:
 - Signals in R5 → Factors truly differ from each other
@@ -173,7 +195,7 @@ When charting R5 on Xbar, limits use R2's Sbar (within-cell noise), not R5's own
 
 ## R6: Design Factor Main Effect Residuals
 
-**Purpose**: Isolate a specific design factor's main effect combined with within-cell noise.
+**Purpose**: Isolate a specific design factor's main effect combined with the unexplained noise (R2).
 
 **Formula**: R6 = α<sub>i</sub> + R2
 
@@ -208,7 +230,7 @@ When you chart an effect-carrying residual (R3, R4, or R5) on Xbar or S, the sys
 
 ### Why R2 sets the limits
 
-R3, R4, and R5 contain structural effects by design — that's what makes them useful. But if R4's own standard deviation set the Xbar limits, the time effect would widen them, defeating the purpose of looking for signals *beyond* the expected variation. By substituting R2 (pure within-cell noise), the limits reflect only unexplained variation, making structural effects visible as signals.
+R3, R4, and R5 contain structural effects by design — that's what makes them useful. But if R4's own standard deviation set the Xbar limits, the time effect would widen them, defeating the purpose of looking for signals *beyond* the expected variation. By substituting R2 (the unexplained noise: within-cell in DS 1, the scaled difference in DS 2 and 3), the limits reflect only unexplained variation, making structural effects visible as signals.
 
 ### Chart-by-chart behavior
 
@@ -220,11 +242,11 @@ R3, R4, and R5 contain structural effects by design — that's what makes them u
 
 ### The S chart surprise
 
-This is the most counterintuitive behavior: `execute(chart='S', value='R3')` plots R2's within-group standard deviation, not R3's. The S chart always answers "is within-cell noise stable?" regardless of which residual you request. This is correct — the S chart's job is to verify that the dispersion basis (R2) is stable before you interpret the Xbar chart above it.
+This is the most counterintuitive behavior: `execute(chart='S', value='R3')` plots R2's within-group standard deviation, not R3's. The S chart always answers "is the noise stable?" regardless of which residual you request. This is correct — the S chart's job is to verify that the dispersion basis (R2) is stable before you interpret the Xbar chart above it.
 
 ### When does this matter?
 
-The R2 substitution only matters when `by` collapses factors. At the full RSG level (all factors in `by`), the residual's within-group standard deviation equals R2's, so there is no visible difference. When you collapse — e.g., `by=['factor1']` in a two-factor study — R2 correctly isolates within-cell noise while the residual's own std would include between-cell variance from the collapsed dimension.
+The R2 substitution only matters when `by` collapses factors. At the full RSG level (all factors in `by`), the residual's within-group standard deviation equals R2's, so there is no visible difference. When you collapse — e.g., `by=['factor1']` in a two-factor study — R2 still measures only the noise, while the residual's own std would include between-cell variance from the collapsed dimension.
 
 For X charts, there is no substitution. The moving range is always computed from the requested residual's own values.
 
@@ -235,7 +257,7 @@ By default, residual charts are centered at zero. Use `recentered=True` to show
 ```python
 # Zero-centered (default)
 result = study.execute(chart='X', by=['lane'], value='R4')
-# Centerline at 0, values show deviation from time mean
+# Centerline at 0, values show the time effect plus R2
 
 # Re-centered on original scale
 result = study.execute(chart='X', by=['lane'], value='R4', recentered=True)
@@ -243,33 +265,47 @@ result = study.execute(chart='X', by=['lane'], value='R4', recentered=True)
 ```
 
 Re-centering formulas:
-- RCR3 = R3 + (Y̅<sub>k</sub> + Y̅<sub>t</sub> - Y̅) — adds back factor and time main effects
-- RCR4 = R4 + Y̅<sub>t</sub>
-- RCR5 = R5 + Y̅<sub>k</sub>
+- RCR = R + Y̅ for R1, R3, R4, R5 and R6 (Eq 14-26) — each adds back the grand mean only, so a
+  re-centered chart is the zero-centered chart shifted onto the measurement scale
+- RCR2 = Y̅<sub>kt</sub> + R2 — not part of Eq 14-26; in DS 1 this reconstructs Y
 
-**Note on recentered moving ranges**: For recentered residuals on X charts, the moving range is computed from the non-recentered version (e.g., RCR3 uses MR from R3). This avoids structural jumps between factor levels inflating the moving ranges.
+So an effect chart of RCR5 by condition, RCR4 by period, or RCR3 by subgroup plots that
+effect plus R2 on the measurement scale. Chart period effects from R4: an Xbar of RCR3 by
+period is flat, because the interaction sums to zero over conditions. Re-centering shifts the
+chart by Y̅; the limit width still comes from R2 (Xbar/S) or the residual's own moving
+ranges (X).
+
+**Note on recentered moving ranges**: For recentered residuals on X charts, the moving range is computed from the non-recentered version (e.g., RCR3 uses MR from R3). For RCR1 and RCR3–RCR6 this changes nothing, since re-centering adds a constant; for RCR2 it keeps the steps between cell means out of the moving ranges.
 
 ## Residual Availability by DS
 
 | DS | R1 | R2 | R3 | R4 | R5 | R6 |
 |-----|----|----|----|----|-----|-----|
 | 1 (Full Replication) | ✅ | ✅ Within-cell | ✅ | ✅ | ✅ | ✅ |
-| 2 (No Replication) | ✅ | ✅ MR-based | ✅ | ✅ | ✅ | ✅ |
-| 3 (Partial) | ✅ | ✅ MR-based | ✅ | ✅ | ✅ | ✅ |
+| 2 (No Replication) | ✅ | ✅ Scaled difference | ✅ | ✅ | ✅ | ✅ |
+| 3 (Partial) | ✅ | ✅ Scaled difference | ✅ | ✅ | ✅ | ✅ |
 | 4 (Incomplete, No Singletons) → ADS 1 | ✅ | ✅ Within-cell | ✅ | ✅ | ✅ | ✅ |
-| 5 (Incomplete, No Replication) → ADS 2 | ✅ | ✅ MR-based | ✅ | ✅ | ✅ | ✅ |
-| 6 (Incomplete, With Singletons) → ADS 3 | ✅ | ✅ MR-based | ✅ | ✅ | ✅ | ✅ |
+| 5 (Incomplete, No Replication) → ADS 2 | ✅ | ✅ Scaled difference | ✅ | ✅ | ✅ | ✅ |
+| 6 (Incomplete, With Singletons) → ADS 3 | ✅ | ✅ Scaled difference | ✅ | ✅ | ✅ | ✅ |
 
 R6 requires factors (it is computed from R5 and R2 at `execute()` time).
 
 **Note on R2 calculation**: R2 is the one residual whose formula depends on structure, and the
 choice is made on the analytical design state (ADS), after cleaning:
-- **ADS 1** (every cell n ≥ 2): within-cell deviation, `R2 = Y - Ȳ_kt` (Eq 59)
-- **ADS 2 and 3** (any singleton cell): 2-point moving average over the full canonical sequence,
-  `R2 = (Y_j - Y_{j-1}) / 2` (Eq 13.7–13.9), for every observation; no per-cell mixing
+- **ADS 1** (every cell n ≥ 2): within-cell deviation, `R2 = Y - Ȳ_kt` (Eq 14-3)
+- **ADS 2 and 3** (any one-observation cell): the condition-and-period-adjusted series Z,
+  differenced along the full canonical sequence and divided by twice the R2 scale factor,
+  for every observation (Eqs 14-4..14-13); no per-cell mixing. See [R2](#r2-unexplained-residuals).
 
 DS 4, 5 and 6 are sampling states; they collapse to ADS 1, 2 and 3 once empty cells are dropped.
 
+**When R2 is unavailable**: in ADS 2 and 3 the R2 scale factor is undefined when there are
+fewer than 2 process design conditions or fewer than K + 2 observations (M < K + 2). R2 then
+has no value: `formulate()` warns, R2–R6 (and their re-centered forms) are not offered, and
+`execute()` and `why_not()` give the reason. `loss_function()` and `maximum_information()`
+raise `ValidationError`, and `capability()` reports potential capability as unavailable with
+the same reason. R1 is still available.
+
 ## Analysis Workflow with Residuals
 
 ### Step 1: Check R2 (Measurement Stability)
@@ -361,7 +397,9 @@ for residual in ['R3', 'R4', 'R5']:
 R1 = Y - Ȳ
 ```
 
-Sum of R1 across all observations = 0
+R1 averages to zero over the cells: the mean of the cell means of R1 is 0, because Ȳ is the
+unweighted mean of the cell means. The sum over all observations is 0 only when every cell
+has the same number of observations.
 
 ### R2: Within-Cell (DS 1)
 
@@ -369,49 +407,57 @@ Sum of R1 across all observations = 0
 R2 = Y - Ȳ_kt
 ```
 
-Where Y̅<sub>kt</sub> is the mean of observations in cell (k, t).
+Where Y̅<sub>kt</sub> is the mean of observations in cell (k, t) (Eq 14-3).
 
-### R2: Within-Cell (DS 2, Backward Moving Average)
+### R2: Scaled Difference (DS 2 and 3, any one-observation cell)
 
 ```
-R2_j = (Y_j - Y_{j-1}) / 2
+Z    = Y - Ȳ_k - Ȳ_t + Ȳ
+R2_j = (Z_j - Z_{j-1}) / (2 · c(K, M))      j = 2 … M, condition-then-time order
+c(K, M) = sqrt( (K - 1) / (2K) · (1 - K / (M - 1)) )
 ```
 
-For the first observation, R2 = 0 or uses forward difference.
+K is the number of process design conditions present and M the number of observations
+(M = KT in DS 2); c(K, M) is the R2 scale factor (Eqs 14-4..14-8 for DS 2, 14-9..14-13 for
+DS 3, 5 and 6). The first observation in the sequence has no value (NaN). The scale factor
+is undefined, and R2 unavailable, when K < 2 or M < K + 2.
 
-### R3: Interaction
+### R3: Interaction + Unexplained
 
 ```
-R3 = Y - Ȳ_k - Ȳ_t + Ȳ
-   = R1 - (Ȳ_k - Ȳ) - (Ȳ_t - Ȳ)
-   = R1 - FactorEffect - TimeEffect
+R3 = (Ȳ_kt - Ȳ_k - Ȳ_t + Ȳ) + R2
+   = InteractionEffect + R2
 ```
 
+(Eq 14-14.) In DS 1 this equals Y - Ȳ_k - Ȳ_t + Ȳ, since Y = Ȳ_kt + R2 there.
+
 ### R4: Time Main Effect + Unexplained
 
 ```
 R4 = Ȳ_t - Ȳ + R2
-   = TimeEffect + WithinVariation
+   = TimeEffect + R2
 ```
 
 ### R5: Design Condition Main Effect + Unexplained
 
 ```
 R5 = Ȳ_k - Ȳ + R2
-   = FactorEffect + WithinVariation
+   = FactorEffect + R2
 ```
 
-## Next Steps
-
 ## Maximum Information Analysis
 
 The **Maximum Information** analysis examines the noise floor of your process by analyzing R2 residuals via an X chart and percentage histogram. It answers: *What variation is inherent to the system, and is it predictable?*
 
+The X chart of R2 has limits mean ± (3/1.128)·mR̄ and σ̂ = mR̄/1.128. The values are whatever R2
+is at your design state (the scaled difference in ADS 2 and 3), and `maximum_information()`
+raises `ValidationError` when R2 is unavailable.
+
 ```python
 mi = study.maximum_information()
 
 # Key statistics
-print(f"Noise floor sigma: {mi.sigma_hat}")   # Unbiased sigma from R2
+print(f"Noise floor sigma: {mi.sigma_hat}")   # mR-bar / 1.128 of R2
 print(f"Natural process limits: [{mi.lpl}, {mi.upl}]")
 print(f"Signals in noise: {mi.n_signals}")     # Points beyond limits
 
@@ -423,7 +469,7 @@ mi.plot(view='histogram', bins=15)  # Percentage histogram only
 
 **Interpretation**:
 - **Stable R2 on X chart** (no signals) → The noise floor is predictable. Any variation beyond this level is attributable to factors, time, or interactions.
-- **Signals in R2** → Special causes exist *within* subgroups. Investigate measurement system or within-cell process variation before interpreting R3-R5.
+- **Signals in R2** → Special causes exist in the noise itself (*within* subgroups, in DS 1). Investigate the measurement system or the short-term process variation before interpreting R3-R5.
 - **σ̂ (sigma_hat)** → The irreducible noise floor. This is the best the process can achieve even if all assignable causes are eliminated.
 
 ## Next Steps
diff --git a/docs/user-guide/sds-detection.md b/docs/user-guide/sds-detection.md
index 191f9f7..14d4e56 100644
--- a/docs/user-guide/sds-detection.md
+++ b/docs/user-guide/sds-detection.md
@@ -47,7 +47,7 @@ Each of PDS, ODS, ADS reports a value on this scale.
 |-----|------|--------------------|-------------------|
 | 1 | Full Replication | All N_kt >= 2 | Xbar |
 | 2 | No Replication | All N_kt = 1 | X |
-| 3 | Partial Replication | Mix of N_kt = 1 and N_kt >= 2 | X |
+| 3 | Partial Replication | Mix of N_kt = 1 and N_kt >= 2 | Xbar |
 
 **Incomplete (has empty cells — applies to ODS only; collapses during tidying):**
 
@@ -81,7 +81,7 @@ print(f"Description: {study.ads_description}")
 
 ## The VAS Problem Formulation
 
-Following Bishop's Variance Analysis System (VAS) methodology, a rigorous problem formulation includes:
+Following Bishop's Variation Analysis System (VAS) methodology, a rigorous problem formulation includes:
 
 - **Unit of Analysis**: The fundamental entity being measured (e.g., "filled cup", "loan contract")
 - **Response**: The measurement variable
@@ -257,10 +257,10 @@ The design report shows:
 ```
 
 **Capabilities**:
-- ⚠️ Variance estimated via 2-point moving average
-- ⚠️ R2 residuals approximate (using backward moving range)
+- ⚠️ No within-cell variance: R2 is the condition-and-period-adjusted series, differenced along the condition-then-time sequence and divided by twice the R2 scale factor (Eqs 14-4..14-8)
+- ⚠️ R2 needs at least 2 process design conditions (K) and M ≥ K + 2 observations; otherwise it is unavailable
 - ✅ Main effects analysis
-- ✅ Xbar-S analysis (with MR-based limits)
+- ✅ Xbar-S of the effect residuals (R4, R5), with limits from R2
 
 **Valid Charts**: Xbar, S, X
 
@@ -278,14 +278,15 @@ The design report shows:
 ```
 
 **Capabilities**:
-- ⚠️ R2 by the 2-point moving average over the full sequence (any singleton cell forces `ma2` for every observation)
+- ⚠️ R2 by the same scaled difference as DS 2, over every observation (any one-observation cell selects `ma2` for every observation)
 - ⚠️ VAS residuals available but interpretation requires care
-- ✅ Xbar-S analysis with R2-based limits
+- ✅ Xbar-S is the recommended chart (VAS's default for DS 3 and 6)
 
 **Valid Charts**: Histogram, Xbar, S, X, mR
 
-!!! note "Why DS 3 does not mix methods"
-    For R2 in DS 3 the library does not combine an exact estimate from the replicated cells with a moving-average estimate from the singletons. Bishop's moving-average residual (Eq 13.7–13.9) is defined over the whole ordered sequence, j = 2 … J, with no grouping by cell. Once any cell is a singleton, every observation gets R2 = (Y_j − Y_{j−1}) / 2 on the canonical sort, and only the first observation in the sequence has no value. The replicated cells' within-cell deviations are not used for R2. This is the same calculation as DS 2, and the ADS 3 reference assertions in the [validation page](../reference/validation.md) hold against it. The recommended chart is X rather than Xbar because subgroup means over mixed cell sizes are uneven to interpret, not because the variance estimate differs.
+:::{note} Why DS 3 does not mix methods
+For R2 in DS 3 the library does not combine an exact estimate from the replicated cells with a separate estimate for the one-observation cells. Bishop's R2 for any layout with a one-observation cell (Eqs 14-9..14-13) is defined over the whole ordered sequence, with no grouping by cell: remove the process mean and the condition and period effects, difference what is left along the canonical condition-then-time sort, and divide by twice the R2 scale factor c(K, M). Only the first observation in the sequence has no value. The replicated cells' within-cell deviations are not used for R2. This is the same calculation as DS 2, and the ADS 3 reference assertions in the [validation page](../reference/validation.md) hold against it. The recommended chart is Xbar (with S), VAS's default for DS 3 and 6. Every subgroup mean, one-observation subgroups included, counts once toward the Xbar center line (per stratum too). One-observation subgroups have no within-subgroup spread, so they take no part in σ̂ (Eq 11-5); they are still charted, with limits center ± 3σ̂ (Eqs 11-16/17 with N = 1), as VAS draws them. The companion S chart leaves them out.
+:::
 
 ## DS 4: Incomplete, No Singletons
 
@@ -373,13 +374,20 @@ The **Analytical Design State** determines three key aspects of the analysis:
 
 ### 1. Variance Estimation (R2 Method)
 
-The R2 method is determined by the tidy data structure (ADS), not the raw DS:
+The R2 method is determined by the tidy data structure (ADS), not the raw DS. Equation numbers refer to Bishop's VAS documentation manual dated 10-1-2026.
 
 | ADS | R2 Method | Description |
 |-----|-----------|-------------|
-| 1 | exact | Within-cell standard deviation (`R2 = Y - Ȳ_kt`) |
-| 2 | ma2 | 2-point moving average for unreplicated designs |
-| 3 | ma2 | Any singleton cell: moving average over the full sequence (same as DS 2) |
+| 1 | exact | Within-cell deviation (`R2 = Y - Ȳ_kt`, Eq 14-3) |
+| 2 | ma2 | `Z = Y - Ȳ_k - Ȳ_t + Ȳ`, differenced along the condition-then-time sequence and divided by twice the R2 scale factor c(K, M) (Eqs 14-4..14-8) |
+| 3 | ma2 | Any one-observation cell: the same calculation over every observation (Eqs 14-9..14-13) |
+
+The token `ma2` names Bishop's size-2 moving average of Z; R2 is Z minus that average,
+divided by the R2 scale factor. The factor is computed from the layout, with K the number of
+process design conditions present and M the number of observations. It is undefined when
+K < 2 or M < K + 2, and R2 (with R3–R6, the loss function, maximum information and potential
+capability) is then unavailable, with the reason given by `formulate()`, `execute()` and
+`why_not()`.
 
 ### 2. Available Charts
 
@@ -388,11 +396,11 @@ The R2 method is determined by the tidy data structure (ADS), not the raw DS:
 | DS | Xbar-S | Stratified X |
 |-----|--------|----------------|
 | 1 | ✅ | ✅ |
-| 2 | ✅ (MR-based limits) | ✅ |
-| 3 | ✅ (R2-based limits) | ✅ |
-| 4 | ❌ | ✅ |
-| 5 | ❌ | ✅ |
-| 6 | ❌ | ✅ |
+| 2 | ✅ (effect residuals; limits from R2) | ✅ |
+| 3 | ✅ (recommended) | ✅ |
+| 4 | ✅ | ✅ |
+| 5 | ✅ (effect residuals; limits from R2) | ✅ |
+| 6 | ✅ (recommended) | ✅ |
 
 #### VAS Residual Charts
 
@@ -413,10 +421,9 @@ The available chart types for each residual depend on the **rational subgrouping
 
 This enables Xbar/S analysis for R4 and R5 even when individual cells have n=1, because the aggregated subgroups have larger sample sizes.
 
-**Note on R2 calculation**: R2 adapts to your sampling structure:
-- **DS 1**: Within-cell deviation (`R2 = Y - Ȳ_kt`)
-- **DS 2, 5**: Moving average method (`R2 = Y - MA2`) for unreplicated/sparse designs
-- **DS 3, 4, 6**: Within-cell deviation (R2=0 for cells with n=1)
+**Note on R2 calculation**: R2 adapts to your sampling structure (see the R2 method table above):
+- **DS 1, 4**: Within-cell deviation (`R2 = Y - Ȳ_kt`)
+- **DS 2, 3, 5, 6**: Scaled difference of the condition-and-period-adjusted series (`ma2`), over every observation
 
 ### 3. Signal Detection Rules
 
@@ -485,11 +492,11 @@ print(cell_counts['n'].value_counts())
 | If You Have... | ODS | ADS (after cleansing) | Best Approach |
 |----------------|-----|-----------------------|---------------|
 | Full replication (n>=2 per cell) | 1 | 1 | Xbar with full VAS |
-| One observation per cell | 2 | 2 | X with MA2-based R2 |
-| Mixed replication | 3 | 3 | X with MA2 R2 |
+| One observation per cell | 2 | 2 | X; R2 by scaled difference |
+| Mixed replication | 3 | 3 | Xbar; R2 by scaled difference |
 | Incomplete grid, all observed replicated | 4 | 1 | Xbar with full VAS |
-| Incomplete grid, all observed n=1 | 5 | 2 | X with MA2-based R2 |
-| Incomplete grid, mixed observed | 6 | 3 | X with MA2 R2 |
+| Incomplete grid, all observed n=1 | 5 | 2 | X; R2 by scaled difference |
+| Incomplete grid, mixed observed | 6 | 3 | Xbar; R2 by scaled difference |
 
 ## Next Steps
 
diff --git a/docs/user-guide/series-length.md b/docs/user-guide/series-length.md
index e5fe207..d118f2f 100644
--- a/docs/user-guide/series-length.md
+++ b/docs/user-guide/series-length.md
@@ -17,7 +17,7 @@ and what a short series can and cannot tell you.
 
 ## The position
 
-The Variance Analysis System was built for analytic studies broadly. Statistical process
+The Variation Analysis System was built for analytic studies broadly. Statistical process
 control, where data arrive quickly and action follows each point, is a special case. VAS
 rests on the scientific method and the nontrivial replication of results, not on prescribed
 tests or rules for how many points a chart needs. Judgment about what the data are saying
@@ -55,7 +55,7 @@ The same numbers appear in code as `study.series_length`, a frozen record with `
 
 ## How precise a moving-range sigma is
 
-For a stable normal process, the moving-range estimate of sigma (MR̄/d₂) scatters around
+For a stable normal process, the moving-range estimate of sigma (MR̄/d₂, 10-1 manual Eq 12-4) scatters around
 the truth by an amount that depends only on how many points there are. The table gives the
 10th, 50th and 90th percentiles of the estimate relative to the true sigma, and the ratio of
 the 90th to the 10th, for every series length from 3 to 30. It was generated by
diff --git a/examples/stratification_demo.ipynb b/examples/stratification_demo.ipynb
index 0ce5d6a..ce33fc7 100644
--- a/examples/stratification_demo.ipynb
+++ b/examples/stratification_demo.ipynb
@@ -12907,7 +12907,7 @@
     "---\n",
     "## Effects and Interactions Analysis\n",
     "\n",
-    "The Xbar/S analysis also calculates main effects and interactions from the VAS (Variance Analysis System) framework.\n",
+    "The Xbar/S analysis also calculates main effects and interactions from the VAS (Variation Analysis System) framework.\n",
     "\n",
     "**Main Effects** show how each factor level differs from the grand mean:\n",
     "- Positive = above average\n",
diff --git a/processbehavior/__init__.py b/processbehavior/__init__.py
index 2281ceb..843246c 100644
--- a/processbehavior/__init__.py
+++ b/processbehavior/__init__.py
@@ -2,7 +2,7 @@
 ProcessBehavior - Statistical Process Control for Python
 
 A Pythonic library for process behavior analysis following Bishop's
-Variance Analysis System (VAS). The library models the data lifecycle
+Variation Analysis System (VAS). The library models the data lifecycle
 through three design states and routes analysis by what your data
 actually supports:
 
diff --git a/processbehavior/analysis.py b/processbehavior/analysis.py
index c16cd72..06358f8 100644
--- a/processbehavior/analysis.py
+++ b/processbehavior/analysis.py
@@ -45,6 +45,7 @@
     calculate_limits,
     calculate_limits_vectorized,
     calibrated_limits,
+    subgroup_sigma_hat,
 )
 from .types import ChartPayload
 
@@ -799,14 +800,15 @@ def _residual_grain(self, value_col: str) -> list[str]:
         """Return the cell-grid columns at which to compute Bishop's grand mean
         for an Xbar chart on this column.
 
-        Each VAS residual is recentered around a baseline computed at a specific
-        grain (see `analysis_dataset.py:364-371` and `residual_calculator.calculate_r6_residuals`). The
-        canonical grand mean of an RCRk chart averages over that grain — equal
-        weight per cell — yielding Bishop's unweighted center line.
+        Each re-centred residual is R + Ybar (10-1 manual Eq 14-26; see
+        `AnalysisDataSet._calculate_centered_residuals` and
+        `residual_calculator.calculate_r6_residuals`). The canonical grand mean of an
+        RCRk chart averages over the grain its effect lives at — equal weight per
+        level — yielding Bishop's unweighted center line.
 
         Grain table (None for non-residuals; falls through to other logic):
           R1, R2, R3 -> [rsg_var_name, time_var]   (full cell grid)
-          R4         -> [rsg_var_name]             (time effect removed)
+          R4         -> [time_var]                 (R4 carries the period effect)
           R5, R6     -> [rsg_var_name]             (factor effects live at rsg level)
 
         Returns an empty list when the column isn't a residual or the spec
@@ -820,13 +822,11 @@ def _residual_grain(self, value_col: str) -> list[str]:
             base = 'R' + base[3:]
         if not (base.startswith('R') and len(base) >= 2 and base[1].isdigit()):
             return []
-        # R5/R6 are factor-effect residuals; R4 is the time-effect residual
-        # (time component removed). For our SDS 3 validation only R3 and R6 are
-        # exercised; R4/R5 grains are inferred from the recentering structure.
+        # R5/R6 carry the condition (factor) effects; R4 carries the period effect.
         if base in ('R5', 'R6'):
             return [spec.rsg_var_name] if spec.rsg_var_name else []
         if base == 'R4':
-            return [spec.rsg_var_name] if spec.rsg_var_name else []
+            return [spec.time_var] if spec.time_var else []
         # R1, R2, R3: full (rsg x time) cell grid
         grain = []
         if spec.rsg_var_name:
@@ -844,9 +844,8 @@ def _resolve_limits_column(value_col: str, df: pd.DataFrame) -> str:
         whose within-group std inflates limits. R2 (within-cell noise) is the
         correct dispersion basis per Bishop.
 
-        Always uses plain R2 (not RCR2) because recentered residuals add
-        cell-specific offsets that inflate within-group std when groups span
-        multiple cells.
+        Always uses plain R2 (not RCR2): RCR2 adds the cell mean, which would
+        inflate within-group std when groups span multiple cells.
         """
         _EFFECT_RESIDUALS = {'R1', 'R3', 'R4', 'R5', 'RCR1', 'RCR3', 'RCR4', 'RCR5'}
         if value_col is not None and value_col.upper() in _EFFECT_RESIDUALS and 'R2' in df.columns:
@@ -1079,6 +1078,32 @@ def _build_output_columns(self, df: pd.DataFrame, value_cols: list[str]) -> pd.D
     # Chart Calculation Methods (Strategy Pattern)
     # =========================================================================
 
+    def _xbar_limits(self, out: pd.DataFrame, s_bar: float, n_to_use: str) -> pd.DataFrame:
+        """Xbar natural process limits for the subgroups in ``out`` (columns center, s, n, N).
+
+        Equal subgroup sizes (or n_mode="average", Eq 11-20): S-bar / c4(N) for every row.
+        Unequal sizes: sigma_hat is the average of each subgroup's S_r / c4(N_r) (10-1 manual
+        Eq 11-5) and each subgroup's limits are center ± multiplier · sigma_hat / sqrt(N_r)
+        (Eqs 11-16, 11-17), so they step with N_r, as VAS draws them. A one-reading subgroup
+        has no S_r: it takes no part in sigma_hat and is charted at center ± multiplier · sigma_hat.
+        """
+        if n_to_use == 'n':
+            fit = out['n'].ge(2)
+            return calculate_limits_vectorized(
+                'Xbar',
+                mean=out['center'],
+                sigma=subgroup_sigma_hat(out.loc[fit, 's'], out.loc[fit, 'n']),
+                N=out['n'],
+                sigma_multiplier=self.request.n_sigma,
+            )
+        return calculate_limits_vectorized(
+            'Xbar',
+            mean=out['center'],
+            sd=s_bar,
+            N=out[n_to_use],
+            sigma_multiplier=self.request.n_sigma,
+        )
+
     def _calculate_xbar(  # noqa: C901
         self, value_col: str | None = None, _return_intermediates: bool = False
     ) -> dict:
@@ -1165,8 +1190,9 @@ def _calculate_xbar(  # noqa: C901
             agg_dict = {
                 's': pd.NamedAgg(column=_limits_col, aggfunc='std'),
                 'mean': pd.NamedAgg(column=value_col, aggfunc='mean'),
-                # Count on response_var (not value_col) to avoid NaN issues with residuals
-                'n': pd.NamedAgg(column=spec.response_var, aggfunc='count'),
+                # N_r counts the values S_r is computed from: a residual missing on a row (R2's
+                # first value) leaves that subgroup one smaller, as VAS treats it.
+                'n': pd.NamedAgg(column=_limits_col, aggfunc='count'),
             }
             if _limits_col != value_col:
                 agg_dict['s_value'] = pd.NamedAgg(column=value_col, aggfunc='std')
@@ -1186,40 +1212,39 @@ def _calculate_xbar(  # noqa: C901
             _N = out['n'].max()
             out['N'] = _N
 
-        # Filter out groups with n=1 (can't compute c4 for variance estimation)
-        # Xbar charts require n >= 2 for within-group variance.
-        # Xbar stays in valid_charts on ADS 2 — the chart family is valid there
-        # (Xbar of a residual, or of a pooled subgroup, computes fine); it is
-        # only charting *the response* that has nothing to subgroup. See
-        # Study._response_pair_problem, which reports that in advance.
-        mask_n1 = out['n'].eq(1)
-        if mask_n1.any():
-            n_filtered = mask_n1.sum()
-            logger.info(f'Filtered {n_filtered} subgroup(s) with n=1 from Xbar calculation')
-            out = out[~mask_n1].copy()
-
-        # Handle case where no subgroups have >1 observation
-        if out.shape[0] == 0:
+        # Every subgroup with a value is charted. A one-reading subgroup has no S, so sigma-hat
+        # comes from the subgroups with n >= 2, and its limits are center ± 3·sigma-hat (10-1
+        # manual Eqs 11-16/17 with N_r = 1), as VAS draws them; the companion S chart keeps only
+        # n >= 2. n counts the limits column, so a reading without one (R2's first value) is not
+        # charted, as in VAS. Xbar stays in valid_charts on ADS 2 — the chart family is valid
+        # there (Xbar of a residual, or of a pooled subgroup, computes fine); it is only charting
+        # *the response* that has nothing to subgroup. See Study._response_pair_problem, which
+        # reports that in advance.
+        out = out[out['n'].ge(1)].copy()  # n=0: every charted value missing
+        fit = out['n'].ge(2)
+        if not fit.any():
             sds = self.ads._ads_result.sds if self.ads._ads_result else '?'
             _raise_no_replicated_subgroups('Xbar', sds)
 
         # Use Bishop VAS grand mean (mean of cell means on value_col) as center
         _Xbar = _Ybar
-        _S = out['s'].mean()
-        _N = out['n'].max()
+        _S = out.loc[fit, 's'].mean()
+        _N = out.loc[fit, 'n'].max()
         if 'N' not in out.columns:
             out['N'] = _N
 
-        # Determine if subgroup sizes are constant or variable
+        # Determine if subgroup sizes are constant or variable: on the Xbar chart, and on the
+        # S chart, which has no one-reading subgroups
         n_to_use, n_max = self._determine_n_to_use(out)
+        s_n_to_use, _ = self._determine_n_to_use(out[fit])
 
         # Override n_to_use if n_mode="average"
         n_mode = self.request.n_mode
         n_avg = None
         if n_mode == 'average':
-            n_avg = out['n'].mean()
+            n_avg = out.loc[fit, 'n'].mean()
             out['N'] = n_avg  # overwrite N column with average
-            n_to_use = 'N'  # force constant-N path
+            n_to_use = s_n_to_use = 'N'  # force constant-N path
 
         # CALCULATE XBAR
         xbar = out.copy()
@@ -1231,13 +1256,7 @@ def _calculate_xbar(  # noqa: C901
             )
         else:
             xbar['center'] = _Xbar  # Add center column for Xbar chart
-            xbar[['lpl', 'upl']] = calculate_limits_vectorized(
-                'Xbar',
-                mean=xbar['center'],
-                sd=_S,
-                N=xbar[n_to_use],
-                sigma_multiplier=self.request.n_sigma,
-            )
+            xbar[['lpl', 'upl']] = self._xbar_limits(xbar, _S, n_to_use)
 
         # Detect beyond limits signals
         xbar = self._add_beyond_limits_flag(xbar, value_col='xbar')
@@ -1297,11 +1316,11 @@ def _calculate_xbar(  # noqa: C901
         if _return_intermediates:
             result['_intermediates'] = {
                 '_S': _S,
-                'n_to_use': n_to_use,
+                'n_to_use': s_n_to_use,
                 'n_max': n_max,
                 'groupby_cols': groupby_cols,
                 'group_col': group_col,
-                'out': out,  # Pre-aggregated DataFrame with s, n, mean columns
+                'out': out[fit],  # Pre-aggregated subgroups with an S: s, n, mean columns
                 'n_avg': n_avg,
             }
 
@@ -1367,7 +1386,7 @@ def _calculate_xbar_stratified(
             agg_dict = {
                 's': pd.NamedAgg(column=_limits_col, aggfunc='std'),
                 'xbar': pd.NamedAgg(column=value_col, aggfunc='mean'),
-                'n': pd.NamedAgg(column=spec.response_var, aggfunc='count'),
+                'n': pd.NamedAgg(column=_limits_col, aggfunc='count'),
             }
             if _limits_col != value_col:
                 agg_dict['s_value'] = pd.NamedAgg(column=value_col, aggfunc='std')
@@ -1375,35 +1394,32 @@ def _calculate_xbar_stratified(
 
             out['N'] = out['n'].max()
 
-            # Filter subgroups with n=1
-            mask_n1 = out['n'].eq(1)
-            if mask_n1.any():
-                out = out[~mask_n1].copy()
+            # Centre first: Bishop's unweighted mean of the subgroup means, every
+            # subgroup counted once — a one-observation subgroup is still a cell.
+            _Xbar = out['xbar'].mean()
 
-            if out.shape[0] == 0:
+            # Every subgroup with a value is charted; sigma-hat comes from those with n >= 2
+            # (see _calculate_xbar)
+            out = out[out['n'].ge(1)].copy()
+            fit = out['n'].ge(2)
+            if not fit.any():
                 insufficient_strata.append(stratum)
                 continue
 
             # Per-stratum statistics
-            _Xbar = out['xbar'].mean()
-            _S = out['s'].mean()
+            _S = out.loc[fit, 's'].mean()
             n_to_use, n_max = self._determine_n_to_use(out)
+            s_n_to_use, _ = self._determine_n_to_use(out[fit])
 
             n_mode = self.request.n_mode
             n_avg = None
             if n_mode == 'average':
-                n_avg = out['n'].mean()
+                n_avg = out.loc[fit, 'n'].mean()
                 out['N'] = n_avg
-                n_to_use = 'N'
+                n_to_use = s_n_to_use = 'N'
 
             out['center'] = _Xbar
-            out[['lpl', 'upl']] = calculate_limits_vectorized(
-                'Xbar',
-                mean=out['center'],
-                sd=_S,
-                N=out[n_to_use],
-                sigma_multiplier=self.request.n_sigma,
-            )
+            out[['lpl', 'upl']] = self._xbar_limits(out, _S, n_to_use)
 
             out = self._add_beyond_limits_flag(out, value_col='xbar')
             out = out.round(spec.round_to)
@@ -1429,9 +1445,9 @@ def _calculate_xbar_stratified(
             if _return_intermediates:
                 intermediates_per_stratum[stratum] = {
                     '_S': _S,
-                    'n_to_use': n_to_use,
+                    'n_to_use': s_n_to_use,
                     'n_max': n_max,
-                    'out': out,
+                    'out': out[out['n'].ge(2)],
                     'n_avg': n_avg,
                 }
 
@@ -1550,10 +1566,10 @@ def _calculate_s_stratified(
                 _limits_col = self._resolve_limits_column(value_col, sdf)
                 agg_dict = {
                     's': pd.NamedAgg(column=_limits_col, aggfunc='std'),
-                    'n': pd.NamedAgg(column=spec.response_var, aggfunc='count'),
+                    'n': pd.NamedAgg(column=_limits_col, aggfunc='count'),
                 }
                 out = sdf.groupby(groupby_cols, as_index=False, observed=True).agg(**agg_dict)
-                mask = out['n'].eq(1)
+                mask = out['n'].lt(2)
                 out = out[~mask]
                 if out.shape[0] == 0:
                     insufficient_strata.append(stratum)
@@ -1697,12 +1713,12 @@ def _calculate_s(  # noqa: C901
                 agg_dict = {
                     's': pd.NamedAgg(column=_limits_col, aggfunc='std'),
                     # Count on response_var (not value_col) to avoid NaN issues with residuals
-                    'n': pd.NamedAgg(column=spec.response_var, aggfunc='count'),
+                    'n': pd.NamedAgg(column=_limits_col, aggfunc='count'),
                 }
                 out = df.groupby(groupby_cols, as_index=False, observed=True).agg(**agg_dict)
 
                 # remove groups with a single observation
-                mask = out['n'].eq(1)
+                mask = out['n'].lt(2)
                 out = out[~mask]
 
                 # Handle case where no subgroups have >1 observation
@@ -1880,7 +1896,11 @@ def _calculate_mr_chart(
         Shared pipeline for MR-family charts (X and mR).
 
         The X and mR charts share >85% of their calculation logic. The behavioral
-        differences are encoded in ``mr_spec`` — no boolean flags needed.
+        differences are encoded in ``mr_spec`` — no boolean flags needed. The
+        statistics are the 10-1 manual's Chapter 12: mR-bar over the T - 1
+        consecutive ranges (Eq 12-1), X centre Y-bar (Eqs 12-7, 12-9), X limits
+        Y-bar ± 3·mR-bar/d2 (Eqs 12-10, 12-11) and mR limits 0 … D4·mR-bar
+        (Eq 12-5), within each stratum or phase when the chart is split.
 
         Parameters
         ----------
@@ -2652,10 +2672,11 @@ def _calculate_mr_chart_ungrouped(  # noqa: C901
             return result
 
         # === Global limits path (unchanged) ===
-        # Moving range
+        # Moving range: mR-bar over the T - 1 consecutive ranges (10-1 manual Eq 12-1). A re-centred
+        # R2 chart takes them over R2 (_resolve_mr_source_column), not the plotted RCR2.
         out['mr'] = out[mr_source_col].diff().abs()
         mR = out['mr'].mean()
-        mean_ = out[value_col].mean()
+        mean_ = out[value_col].mean()  # Y-bar, the X chart's centre (Eqs 12-7, 12-9)
 
         # R chart: drop first observation
         if mr_spec.drops_first_mr:
diff --git a/processbehavior/analysis_dataset.py b/processbehavior/analysis_dataset.py
index 2779228..5da8fbd 100644
--- a/processbehavior/analysis_dataset.py
+++ b/processbehavior/analysis_dataset.py
@@ -1,13 +1,16 @@
 from __future__ import annotations
 
 import logging
+import math
+import warnings
 
 import pandas as pd
 
 from .data_preparation import DataPreparation
 from .effects_calculator import EffectsCalculator
+from .exceptions import ProcessBehaviorWarning
 from .formulation_spec import FormulationSpec
-from .residual_calculator import calculate_vas_residuals
+from .residual_calculator import calculate_vas_residuals, r2_scale_factor
 from .sds_detector import SDSRegistry, SDSResult, StructureStats
 
 # Configure module logger
@@ -63,6 +66,9 @@ def __init__(self, df: pd.DataFrame, spec: FormulationSpec, observed_sds: int):
         # ADS result (computed in _initialize on tidy data)
         self._ads_result: SDSResult | None = None
 
+        # Why R2 (and every residual built on it) is unavailable, if it is
+        self._r2_unavailable_reason: str | None = None
+
         # Composition - each component has one job (Single Responsibility Principle)
         # SDS detection was done on raw data by ProcessBehavior. Here we only use
         # SDSRegistry for characteristic lookups and R2 method selection on tidy
@@ -127,6 +133,7 @@ def _initialize(self, raw_df: pd.DataFrame):
                 n_per_cell=self._n_per_cell,
                 ybar_kt=self._ybar_kt,
             )
+            self._check_r2_scale_factor(r2_method)
 
             # Calculate centered residuals
             self._calculate_centered_residuals()
@@ -156,6 +163,32 @@ def has_vas_residuals(self) -> bool:
         """Check if VAS residuals were calculated."""
         return 'R1' in self.analysis_dataset.columns
 
+    @property
+    def r2_unavailable_reason(self) -> str | None:
+        """Why R2 (and R3-R6, which carry it) is unavailable for this layout, or None when it is available."""
+        return self._r2_unavailable_reason
+
+    def _check_r2_scale_factor(self, r2_method: str) -> None:
+        """Record (and warn once) when the layout leaves the R2 scale factor undefined.
+
+        The scaled-difference R2 (10-1 manual Eqs 14-4..14-13) needs at least two process
+        design conditions and more than K + 1 observations; outside that it has no value.
+        """
+        if r2_method != 'ma2':
+            return
+        n_conditions = int(self.analysis_dataset[self.spec.rsg_var_name].nunique())
+        n_obs = len(self.analysis_dataset)
+        if not math.isnan(r2_scale_factor(n_conditions, n_obs)):
+            return
+        self._r2_unavailable_reason = (
+            f'R2 is unavailable for this layout: with a one-observation subgroup, R2 is the '
+            f'condition-and-period-adjusted series differenced and divided by the R2 scale factor '
+            f'c(K, M), which needs at least 2 process design conditions and M >= K + 2 observations '
+            f'(here K={n_conditions}, M={n_obs}). R3-R6, the loss function, maximum information and '
+            f'potential capability depend on R2.'
+        )
+        warnings.warn(self._r2_unavailable_reason, ProcessBehaviorWarning, stacklevel=2)
+
     @property
     def structure_stats(self) -> StructureStats | None:
         """Get structure statistics (computed once during initialization)."""
@@ -210,7 +243,7 @@ def _compute_structure_stats(self) -> None:
 
         # Compute n_per_cell and cell means once
         self._n_per_cell = df.groupby('cell_key', observed=True)[y].transform('size')
-        self._ybar_kt = df.groupby('cell_key', observed=True)[y].transform('mean')
+        self._ybar_kt = df.groupby('cell_key', observed=True)[y].transform('mean')  # Ȳ_kt (10-1 manual Eq 10-8)
 
         # Handle edge case: empty data or all NaN
         if len(self._n_per_cell) == 0 or self._n_per_cell.isna().all():
@@ -319,10 +352,15 @@ def analysis_summary(self) -> dict:
 
     def _calculate_centered_residuals(self):
         """
-        Calculate centered residuals (Rbar and RCR values).
+        Calculate the re-centred residuals (RCR) and the R1 cell/marginal means (Rbar).
 
-        These calculations center residuals by their means and reconstruct
-        Y from variance components to verify decomposition correctness.
+        Re-centring puts a residual back on the measurement scale without changing what it
+        shows: RCR = R + Ȳ.. (Bishop's 10-1 manual Eq 14-26, for R1, R3, R4, R5 and R6; RCR6
+        is built per request in residual_calculator.calculate_r6_residuals). An effect chart of
+        RCR5 by condition, RCR4 by period or RCR3 by subgroup therefore plots that effect plus
+        R2, centred on the grand mean.
+
+        RCR2 is not part of Eq 14-26; it is kept as Ȳ_kt + R2 (which reconstructs Y in ADS 1).
 
         Note: This method intentionally mutates self.analysis_dataset in-place
         (adding columns directly to the DataFrame). This differs from
@@ -331,12 +369,6 @@ def _calculate_centered_residuals(self):
         during __init__ as part of the analysis pipeline, and the columns
         added (Rbar_kt, Rbar_k, Rbar_t, RCR1-RCR5) are outputs of the
         analysis that become part of the dataset.
-
-        Calculates:
-        - Rbar_kt: Mean of R1 per cell (factor x time)
-        - Rbar_k: Mean of R1 per factor level
-        - Rbar_t: Mean of R1 per time point
-        - RCR1-RCR5: Reconstructed Y values from centered residuals
         """
         if not self.spec.has_grouping:
             return
@@ -349,13 +381,9 @@ def _calculate_centered_residuals(self):
         df['Rbar_k'] = df.groupby([self.spec.rsg_var_name], observed=True)['R1'].transform('mean')
         df['Rbar_t'] = df.groupby([self.spec.time_var], observed=True)['R1'].transform('mean')
 
-        # Calculate RCR (Reconstructed Centered Residuals)
-        # These verify that Y can be reconstructed from components
-        df['RCR1'] = df['Ybar'] + df['R1']  # Y = Ybar + R1
-        df['RCR2'] = df['Ybar_kt'] + df['R2']  # Y = Ybar_kt + R2
-        # Y = (Ybar_k + Ybar_t - Ybar) + R3
-        df['RCR3'] = (df['Ybar_k'] + df['Ybar_t'] - df['Ybar']) + df['R3']
-        # Y = (Ybar + Ybar_kt - Ybar_t) + R4
-        df['RCR4'] = (df['Ybar'] + df['Ybar_kt'] - df['Ybar_t']) + df['R4']
-        # Y = (Ybar + Ybar_kt - Ybar_k) + R5
-        df['RCR5'] = (df['Ybar'] + df['Ybar_kt'] - df['Ybar_k']) + df['R5']
+        # Re-centred residuals, Eq 14-26: RCR = R + Ybar
+        df['RCR1'] = df['Ybar'] + df['R1']
+        df['RCR2'] = df['Ybar_kt'] + df['R2']  # not in Eq 14-26; reconstructs Y in ADS 1
+        df['RCR3'] = df['Ybar'] + df['R3']
+        df['RCR4'] = df['Ybar'] + df['R4']
+        df['RCR5'] = df['Ybar'] + df['R5']
diff --git a/processbehavior/capability.py b/processbehavior/capability.py
index 0fce610..2e0ee05 100644
--- a/processbehavior/capability.py
+++ b/processbehavior/capability.py
@@ -19,7 +19,7 @@
 
 References
 ----------
-Bishop, T.  *Variance Analysis System* — Chapter 16.
+Bishop, T.  *Variation Analysis System* — Chapter 16.
 """
 
 from __future__ import annotations
@@ -101,7 +101,9 @@ class CapabilityResult:
     n : int
         Total valid (non-NaN) observations.
     y_bar : float
-        Grand mean of valid observations.
+        Process mean: the unweighted mean of the (factor × time) cell means, as VAS
+        computes it, the same centre as the Xbar chart and the loss function. Equals
+        the plain average of the observations when every cell has the same size.
     s : float
         Sample standard deviation (ddof=1).
     sigma_hat : float
@@ -109,9 +111,10 @@ class CapabilityResult:
     pp, ppk_lower, ppk_upper, ppk : float | None
         Current capability indices (from overall sigma).
     sigma_hat_r2 : float | None
-        Unbiased sigma from R2 residuals.
+        Unbiased sigma from R2 residuals: S_R2 / c4(N_R2) (10-1 manual Eq 16-10).
     cp, cpk_lower, cpk_upper, cpk : float | None
-        Potential capability indices (from R2 sigma).
+        Potential capability indices (from R2 sigma), with CPL/CPU measured from
+        ``potential_center``.
     potential_unavailable_reason : str | None
         Why Cp/Cpk are unavailable (if applicable).
     z_lower, z_upper : float | None
@@ -130,6 +133,11 @@ class CapabilityResult:
         Always None in v1.
     round_to : int
         Decimal places used by ``__repr__`` and ``as_dict``.
+    potential_center : float | None
+        Centre of the potential distribution: the mean of ``y_bar + R2``, i.e.
+        ``y_bar + mean(R2)``. Equals ``y_bar`` when R2 averages to zero (ADS 1);
+        with the scaled-difference R2 of ADS 2/3 it differs by mean(R2), which is
+        small. None when potential capability is unavailable.
     """
 
     # Input context
@@ -192,6 +200,9 @@ class CapabilityResult:
     window_warning: str | None = None
     observed_values: np.ndarray | None = None  # values summarized (windowed or full)
 
+    # Potential view centre: mean of (y_bar + R2). Last field so positional construction is unchanged.
+    potential_center: float | None = None
+
     # ------------------------------------------------------------------
     # Visualization
     # ------------------------------------------------------------------
@@ -283,6 +294,7 @@ def _r(v: float | None) -> float | None:
             'ppk_upper': _r(self.ppk_upper),
             'ppk': _r(self.ppk),
             'sigma_hat_r2': _r(self.sigma_hat_r2),
+            'potential_center': _r(self.potential_center),
             'cp': _r(self.cp),
             'cpk_lower': _r(self.cpk_lower),
             'cpk_upper': _r(self.cpk_upper),
@@ -325,6 +337,7 @@ def __repr__(self) -> str:
             lines.append(f'  Potential Capability: {self.potential_unavailable_reason}')
         else:
             lines.append('  Potential Capability (R2 sigma):')
+            lines.append(f'    centre={d["potential_center"]}, sigma_hat_r2={d["sigma_hat_r2"]}')
             lines.append(f'    Cp={d["cp"]}  Cpk={d["cpk"]}  (lower={d["cpk_lower"]}, upper={d["cpk_upper"]})')
 
         lines.append('')
@@ -378,7 +391,7 @@ def compute_sigma_hat(values: np.ndarray) -> tuple[float, float]:
     -----
     Bishop Ch. 16 — ddof=1 is mandatory.  The c4 correction
     removes the small-sample bias inherent in the sample standard
-    deviation.
+    deviation: sigma_hat = S / alpha_N (10-1 manual Eq 10-13).
     """
     n = len(values)
     s = float(np.std(values, ddof=1))
@@ -527,6 +540,22 @@ def _coerce_ads(source: Study | AnalysisDataSet) -> AnalysisDataSet:
 # ============================================================================
 
 
+def _process_mean(frame: pd.DataFrame, response_var: str) -> float:
+    """VAS's process mean: the unweighted mean of the (factor × time) cell means.
+
+    Each experimental condition counts once, whatever its cell size, as for the
+    Xbar centre line and the loss function's centring term. VAS prints this as the
+    capability charts' PROCESS MEAN (PM SDS 6: 237.86, where the plain average of
+    the readings is 237.834). The 10-1 manual's Eqs 16-4..16-6 and 16-11..16-13
+    write it as the "overall average" Y-bar; on balanced data the two are equal.
+    A study without cells (no factors or time) has one cell: the plain average.
+    """
+    valid = frame[frame[response_var].notna()]
+    if 'cell_key' in valid.columns and len(valid):
+        return float(valid.groupby('cell_key', observed=True, sort=False)[response_var].mean().mean())
+    return float(valid[response_var].mean())
+
+
 def _time_window_mask(time_col: pd.Series, window: tuple) -> pd.Series:
     """Boolean mask for a half-open time window ``[start, end)``.
 
@@ -635,14 +664,16 @@ def assess_capability(
                 f'sample size; treat as indicative, not authoritative.'
             )
         window_meta, time_var_meta = tuple(window), time_var
+        frame = obs_df
     else:
+        frame = df
         y_values = df[response_var].dropna().to_numpy(dtype=float)
         n = len(y_values)
         if n < 2:
             raise ValidationError(f'Capability analysis requires at least 2 valid observations, got {n}.')
 
     # --- Current capability ---
-    y_bar = float(np.mean(y_values))
+    y_bar = _process_mean(frame, response_var)  # mean of cell means, as VAS (see _process_mean)
     s, sigma_hat = compute_sigma_hat(y_values)
 
     current = compute_capability_indices(y_bar, sigma_hat, specs)
@@ -656,20 +687,27 @@ def assess_capability(
     cpk = None
     potential_unavailable_reason = None
     potential_values = None
+    potential_center = None
     potential_outside = {}
 
-    if ads.has_vas_residuals and 'R2' in df.columns:
+    if ads.r2_unavailable_reason is not None:
+        potential_unavailable_reason = ads.r2_unavailable_reason
+    elif ads.has_vas_residuals and 'R2' in df.columns:
         r2_values = df['R2'].dropna().to_numpy(dtype=float)
         n_r2 = len(r2_values)
 
         if n_r2 >= 2:
-            _, sigma_hat_r2 = compute_sigma_hat(r2_values)
-            pot = compute_capability_indices(y_bar, sigma_hat_r2, specs)
+            _, sigma_hat_r2 = compute_sigma_hat(r2_values)  # Eq 16-10
+            potential_values = y_bar + r2_values
+            # Centre the potential indices on the potential values themselves (Eqs 16-11..16-13 as
+            # VAS computes them): y_bar + mean(R2). Tom's Medicare run of 10/3/2026 prints
+            # "PROCESS MEAN 10831.3" on the potential slide (y_bar 10832.4, mean R2 -1.15).
+            potential_center = float(np.mean(potential_values))
+            pot = compute_capability_indices(potential_center, sigma_hat_r2, specs)
             cp = pot['pp']
             cpk_lower = pot['ppk_lower']
             cpk_upper = pot['ppk_upper']
             cpk = pot['ppk']
-            potential_values = y_bar + r2_values
             potential_outside = compute_pct_outside(potential_values, specs)
         else:
             potential_unavailable_reason = (
@@ -716,5 +754,6 @@ def assess_capability(
         time_var=time_var_meta,
         n_total=n_total,
         window_warning=window_warning,
+        potential_center=potential_center,
         observed_values=y_values,
     )
diff --git a/processbehavior/datasets/synthetic.py b/processbehavior/datasets/synthetic.py
index 8415fd4..e3cd835 100644
--- a/processbehavior/datasets/synthetic.py
+++ b/processbehavior/datasets/synthetic.py
@@ -2,8 +2,7 @@
 Synthetic Data Generators for Statistical Process Control
 
 This module provides data generators for all Sampling Design States (SDS)
-defined in the Variance Analysis System framework by Dr. Donald Wheeler
-and extended by Dr. Thomas A. Bishop.
+defined in Dr. Thomas A. Bishop's Variation Analysis System.
 
 Purpose:
 --------
@@ -39,8 +38,8 @@
 Wheeler, D. J. (1995). Advanced Topics in Statistical Process Control.
 SPC Press, Knoxville, TN.
 
-Bishop, D. R. (2023). Personal communication and collaboration on
-Variance Analysis System implementation.
+Bishop, T. A. (2023). Personal communication and collaboration on
+Variation Analysis System implementation.
 """
 
 import logging
diff --git a/processbehavior/effects_calculator.py b/processbehavior/effects_calculator.py
index 1cb15c0..1e1d4c1 100644
--- a/processbehavior/effects_calculator.py
+++ b/processbehavior/effects_calculator.py
@@ -1,5 +1,5 @@
 """
-Effects and interactions calculator for VAS (Variance Analysis System).
+Effects and interactions calculator for VAS (Variation Analysis System).
 
 This module calculates:
 - Main effects for each factor (mean of R5 per level)
diff --git a/processbehavior/loss_function.py b/processbehavior/loss_function.py
index 57bb432..52ffed2 100644
--- a/processbehavior/loss_function.py
+++ b/processbehavior/loss_function.py
@@ -9,22 +9,24 @@
 
 References
 ----------
-Bishop, T.  *Variance Analysis System* — Chapter 15.
+Bishop, T.  *Variation Analysis System* — Chapter 15.
 """
 
 from __future__ import annotations
 
+import logging
 from dataclasses import dataclass
 from typing import TYPE_CHECKING
 
 import numpy as np
 
 from .exceptions import ValidationError
-from .spc_constants import c4
 
 if TYPE_CHECKING:
     from .analysis_dataset import AnalysisDataSet
 
+logger = logging.getLogger(__name__)
+
 
 # ============================================================================
 # Data Class
@@ -57,9 +59,13 @@ class LossResult:
     sds : int
         Analytical SDS.
     centering, unexplained, pdc, time, interaction : float
-        The 5 loss components (squared-loss units).
+        The 5 loss components (squared-loss units). In ADS 1 each is estimated
+        directly (10-1 manual Eq 15-16). In ADS 2/3 the interaction is what the
+        other four leave of the total loss (Ȳ.. - T)² + S² (Eqs 15-18 to 15-20),
+        set to 0 when that remainder is negative.
     total : float
-        Sum of 5 components.
+        Sum of 5 components. In ADS 2/3 this equals (Ȳ.. - T)² + S² unless the
+        interaction was set to 0, in which case it is larger.
     pct_centering, pct_unexplained, pct_pdc, pct_time, pct_interaction : float
         Each component as percentage of total.
     pdc_by_factor : dict[str, float] | None
@@ -303,34 +309,36 @@ def __repr__(self) -> str:
 
 
 def _compute_centering(y_bar: float, target: float) -> float:
-    """Eq 15.13 term 1: (Ȳ.. - T)²."""
+    """10-1 manual Eq 15-16 / 15-21, first term: (Ȳ.. - T)²."""
     return (y_bar - target) ** 2
 
 
 def _compute_unexplained_replicated(df, response_var: str) -> float:
     """
-    Eq 15.16/15.17: within-cell variance for fully replicated designs.
+    10-1 manual Eq 15-14/15-16: within-cell variance for fully replicated designs (ADS 1).
+
+    unexplained = (1/KT) Σ S_kt²
 
-    unexplained = (1/KT) Σ (S_kt / c4(n_kt))²
+    Each cell's sample variance (n_kt - 1 divisor) estimates σ² without bias, so the
+    average is used as is; earlier manuals divided each S_kt by c4(n_kt), which reads high.
     """
-    cell_stats = df.groupby('cell_key', observed=True)[response_var].agg(['std', 'count'])
-    cell_stats['sigma_sq'] = (cell_stats['std'] / cell_stats['count'].apply(c4)) ** 2
-    return float(cell_stats['sigma_sq'].mean())
+    cell_var = df.groupby('cell_key', observed=True)[response_var].var()
+    return float(cell_var.mean())
 
 
 def _compute_unexplained_pooled(df) -> float:
     """
-    Eq 15.18/15.19: pooled sigma from R2 for ADS 2/3.
+    10-1 manual Eq 15-17: unexplained loss for ADS 2/3 is the sample variance of R2.
 
-    Uses std(R2, ddof=1) / 0.7 then squares (Bishop Eq 15.18).
+    unexplained = S²_R2 (n - 1 divisor). R2 is already on the noise scale (the R2
+    scale factor puts it there), so no further correction is applied.
     """
     r2 = df['R2'].dropna().to_numpy(dtype=float)
-    sigma_hat = np.std(r2, ddof=1) / 0.7
-    return float(sigma_hat**2)
+    return float(np.var(r2, ddof=1))
 
 
 def _compute_pdc(df, rsg_var_name: str) -> float:
-    """Eq 15.20: (1/K) Σ (Ȳ_k. - Ȳ..)²."""
+    """10-1 manual Eq 15-22: (1/K) Σ (Ȳ_k. - Ȳ..)²."""
     ybar = df['Ybar'].iloc[0]
     ybar_k = df.groupby(rsg_var_name, observed=True)['Ybar_k'].first()
     rho_k = ybar_k - ybar
@@ -338,7 +346,7 @@ def _compute_pdc(df, rsg_var_name: str) -> float:
 
 
 def _compute_time(df, time_var: str) -> float:
-    """Eq 15.13 term 4: (1/T) Σ (Ȳ_.t - Ȳ..)²."""
+    """10-1 manual Eq 15-16 / 15-21, time term: (1/T) Σ (Ȳ_.t - Ȳ..)²."""
     ybar = df['Ybar'].iloc[0]
     ybar_t = df.groupby(time_var, observed=True)['Ybar_t'].first()
     tau_t = ybar_t - ybar
@@ -346,13 +354,31 @@ def _compute_time(df, time_var: str) -> float:
 
 
 def _compute_interaction(df, time_var: str) -> float:
-    """Eq 15.13 term 5: (1/KT) Σ (ρτ_kt)²."""
+    """10-1 manual Eq 15-16, last term (ADS 1): (1/KT) Σ (Ȳ_kt - Ȳ_k. - Ȳ_.t + Ȳ..)²."""
     ybar = df['Ybar'].iloc[0]
     cell = df.groupby('cell_key', observed=True)[['Ybar_kt', 'Ybar_k', 'Ybar_t']].first()
     rho_tau = cell['Ybar_kt'] - cell['Ybar_k'] - cell['Ybar_t'] + ybar
     return float((rho_tau**2).mean())
 
 
+def _compute_interaction_remainder(df, response_var: str, pdc: float, time_loss: float, unexplained: float) -> float:
+    """
+    10-1 manual Eqs 15-18 to 15-20 (ADS 2/3): interaction is what the other parts leave of the total.
+
+    The total loss is (Ȳ.. - T)² + S², with S² the sample variance of all
+    observations (Eq 15-18). Subtracting the mean, condition, time and unexplained
+    parts leaves the PDC×PT interaction (Eq 15-20), set to 0 when negative. With
+    one observation per subgroup, interaction and noise cannot be told apart cell
+    by cell, so the interaction is backed out rather than estimated directly.
+    """
+    s2 = float(np.var(df[response_var].to_numpy(dtype=float), ddof=1))
+    remainder = s2 - pdc - time_loss - unexplained
+    if remainder < 0.0:
+        logger.debug('Eq 15-20 interaction remainder %.6g is negative; set to 0', remainder)
+        return 0.0
+    return remainder
+
+
 def _compute_pdc_decomposition(
     effects: dict, rsg_vars: tuple[str, ...], pdc_total: float
 ) -> tuple[dict[str, float], float]:
@@ -443,6 +469,9 @@ def assess_loss(
             'does not have VAS residuals.'
         )
 
+    if ads.r2_unavailable_reason is not None:
+        raise ValidationError(f'Loss function analysis needs R2. {ads.r2_unavailable_reason}')
+
     df = ads.analysis_dataset
     spec = ads.spec
     response_var = spec.response_var
@@ -465,15 +494,16 @@ def assess_loss(
     # --- 5 components ---
     centering = _compute_centering(y_bar, target)
 
-    # Unexplained: branch on cell replication
-    if ads._structure_stats.n_cell_min >= 2:
-        unexplained = _compute_unexplained_replicated(df, response_var)
-    else:
-        unexplained = _compute_unexplained_pooled(df)
-
     pdc = _compute_pdc(df, rsg_var_name)
     time_loss = _compute_time(df, time_var)
-    interaction = _compute_interaction(df, time_var)
+
+    # Unexplained and interaction: branch on cell replication (10-1 manual §15.4)
+    if ads._structure_stats.n_cell_min >= 2:
+        unexplained = _compute_unexplained_replicated(df, response_var)  # Eq 15-16
+        interaction = _compute_interaction(df, time_var)  # Eq 15-16
+    else:
+        unexplained = _compute_unexplained_pooled(df)  # Eq 15-17
+        interaction = _compute_interaction_remainder(df, response_var, pdc, time_loss, unexplained)  # Eq 15-20
 
     total = centering + unexplained + pdc + time_loss + interaction
 
diff --git a/processbehavior/maximum_information.py b/processbehavior/maximum_information.py
index b817a68..37bbee8 100644
--- a/processbehavior/maximum_information.py
+++ b/processbehavior/maximum_information.py
@@ -9,7 +9,7 @@
 
 References
 ----------
-Bishop, T.  *Variance Analysis System*.
+Bishop, T.  *Variation Analysis System*.
 """
 
 from __future__ import annotations
@@ -190,6 +190,9 @@ def assess_maximum_information(
             f'(current SDS: {ads.observed_design_state}).'
         )
 
+    if ads.r2_unavailable_reason is not None:
+        raise ValidationError(f'Maximum information analysis needs R2. {ads.r2_unavailable_reason}')
+
     df = ads.analysis_dataset
     r2_values = df['R2'].dropna().to_numpy(dtype=float)
     n = len(r2_values)
@@ -197,13 +200,13 @@ def assess_maximum_information(
     if n < 2:
         raise ValidationError(f'Maximum information analysis requires at least 2 R2 values, got {n}.')
 
-    # --- XmR statistics on R2 ---
+    # --- XmR statistics on R2 (10-1 manual Chapter 12) ---
     r2_mean = float(np.mean(r2_values))
     mr_values = np.abs(np.diff(r2_values))
-    r2_mR = float(np.mean(mr_values))
-    sigma_hat = r2_mR / D2_N2
+    r2_mR = float(np.mean(mr_values))  # Eq 12-1
+    sigma_hat = r2_mR / D2_N2  # Eq 12-4
 
-    # Limits: mean ± E2 * mR
+    # Limits: mean ± E2 * mR (Eqs 12-10, 12-11)
     upl = r2_mean + XMR_LIMIT_MULTIPLIER * r2_mR
     lpl = r2_mean - XMR_LIMIT_MULTIPLIER * r2_mR
 
@@ -219,7 +222,7 @@ def assess_maximum_information(
     mr_series[0] = np.nan
     mr_series[1:] = mr_values
 
-    # R chart limits
+    # R chart limits (Eq 12-5)
     r_upl = R_UPPER_LIMIT_MULTIPLIER * r2_mR
 
     xmr_data = pd.DataFrame(
diff --git a/processbehavior/plotting/capability_chart.py b/processbehavior/plotting/capability_chart.py
index 47ccc69..204fef2 100644
--- a/processbehavior/plotting/capability_chart.py
+++ b/processbehavior/plotting/capability_chart.py
@@ -409,7 +409,7 @@ def _build_index_text(
         # Potential view: show σ̂(R2) and CP/CPL/CPU indices
         lines: list[str] = []
         lines.append(f'n = {cap.n}')
-        lines.append(f'\u0232 = {round(cap.y_bar, r)}')
+        lines.append(f'\u0232 = {round(_view_center(cap, view), r)}')
         lines.append(f'\u03c3\u0302(R2) = {round(cap.sigma_hat_r2, r)}')
 
         if specs.is_two_sided:
@@ -566,8 +566,9 @@ def _add_npl_lines(
     """Add Natural Process Limit lines: mean, LNPL, UNPL."""
     center_color = theme.center_color
 
-    # Select sigma based on view
+    # Select sigma and centre based on view
     sigma = cap.sigma_hat_r2 if view == 'potential' else cap.sigma_hat
+    center = _view_center(cap, view)
 
     is_subplot = row is not None and col is not None
 
@@ -577,8 +578,8 @@ def _add_npl_lines(
         # Mean line — always drawn
         fig.add_shape(
             type='line',
-            x0=cap.y_bar,
-            x1=cap.y_bar,
+            x0=center,
+            x1=center,
             y0=0,
             y1=1,
             xref=xref,
@@ -594,8 +595,8 @@ def _add_npl_lines(
                 logger.warning('sigma <= 0 (sigma=%s); NPL lines omitted', sigma)
             return
 
-        lnpl = cap.y_bar - 3 * sigma
-        unpl = cap.y_bar + 3 * sigma
+        lnpl = center - 3 * sigma
+        unpl = center + 3 * sigma
 
         fig.add_shape(
             type='line',
@@ -622,7 +623,7 @@ def _add_npl_lines(
     else:
         # Mean line — always drawn
         fig.add_vline(
-            x=cap.y_bar,
+            x=center,
             line_color=center_color,
             line_width=2,
             line_dash='solid',
@@ -636,8 +637,8 @@ def _add_npl_lines(
                 logger.warning('sigma <= 0 (sigma=%s); NPL lines omitted', sigma)
             return
 
-        lnpl = cap.y_bar - 3 * sigma
-        unpl = cap.y_bar + 3 * sigma
+        lnpl = center - 3 * sigma
+        unpl = center + 3 * sigma
 
         fig.add_vline(
             x=lnpl,
@@ -655,6 +656,13 @@ def _add_npl_lines(
         )
 
 
+def _view_center(cap: CapabilityResult, view: str) -> float:
+    """Centre line for the view: y_bar for current; y_bar + mean(R2) (``potential_center``) for potential."""
+    if view == 'potential' and cap.potential_center is not None:
+        return cap.potential_center
+    return cap.y_bar
+
+
 def _add_mean_line(
     fig: go.Figure,
     cap: CapabilityResult,
@@ -665,14 +673,15 @@ def _add_mean_line(
 ) -> None:
     """Add only the mean (Y-bar) vertical line — used by potential view."""
     center_color = theme.center_color
+    center = _view_center(cap, 'potential')
     is_subplot = row is not None and col is not None
 
     if is_subplot:
         xref, yref = _get_axis_ref(row, col)
         fig.add_shape(
             type='line',
-            x0=cap.y_bar,
-            x1=cap.y_bar,
+            x0=center,
+            x1=center,
             y0=0,
             y1=1,
             xref=xref,
@@ -682,7 +691,7 @@ def _add_mean_line(
         )
     else:
         fig.add_vline(
-            x=cap.y_bar,
+            x=center,
             line_color=center_color,
             line_width=2,
             line_dash='solid',
@@ -751,7 +760,7 @@ def _add_legend_traces(
         y=[None],
         mode='lines',
         line=dict(color=center_color, width=2, dash='solid'),
-        name=f'Y-bar ({round(cap.y_bar, cap.round_to)})',
+        name=f'Y-bar ({round(_view_center(cap, view), cap.round_to)})',
     )
     if is_subplot:
         fig.add_trace(go.Scatter(**trace_kwargs), row=row, col=col)
@@ -760,8 +769,8 @@ def _add_legend_traces(
 
     # NPL (dashed green) — uses view-dependent sigma; skip for potential view
     if view != 'potential' and sigma is not None and sigma > 0:
-        lnpl = round(cap.y_bar - 3 * sigma, cap.round_to)
-        unpl = round(cap.y_bar + 3 * sigma, cap.round_to)
+        lnpl = round(_view_center(cap, view) - 3 * sigma, cap.round_to)
+        unpl = round(_view_center(cap, view) + 3 * sigma, cap.round_to)
         trace_kwargs = dict(
             x=[None],
             y=[None],
diff --git a/processbehavior/plotting/renderers.py b/processbehavior/plotting/renderers.py
index f1d2830..4ddaca6 100644
--- a/processbehavior/plotting/renderers.py
+++ b/processbehavior/plotting/renderers.py
@@ -692,7 +692,7 @@ def _add_histogram_stats(
         vline_kw['annotation_font_size'] = theme.annotation_font_size
     fig.add_vline(**vline_kw, **subplot_kw)
 
-    # Std deviation lines (±1σ, ±2σ, ±3σ)
+    # Std deviation lines (±1σ, ±2σ, ±3σ): Y-bar ± k·S; k = 3 is the manual's 3-sigma band (10-1 manual Eq 10-16)
     if std is None or n < 2 or not np.isfinite(std) or std <= 0:
         return
 
diff --git a/processbehavior/residual_calculator.py b/processbehavior/residual_calculator.py
index 6411bbc..e5fcd5e 100644
--- a/processbehavior/residual_calculator.py
+++ b/processbehavior/residual_calculator.py
@@ -1,8 +1,11 @@
 """
-VAS (Variance Analysis System) residual calculations for process behavior analysis.
+VAS (Variation Analysis System) residual calculations for process behavior analysis.
 
 This module calculates the Bishop VAS residuals (R1-R5) that decompose
-total variation into interpretable components:
+total variation into interpretable components. They estimate the terms of the
+re-parameterized VAS model Y_ktn = mu + rho_k + tau_t + rhotau_kt + e'_ktn
+(10-1 manual Eq 10-3), with the means estimated as unweighted means of the cell
+means (Eq 10-10; on an incomplete grid, SDS 4-6, over the cells present):
 
 - R1: Total deviation from grand mean (pure algebra)
 - R2: Within-cell (unexplained) variation (structure-dependent)
@@ -10,11 +13,15 @@
 - R4: Time effects + unexplained (pure algebra given R2)
 - R5: Factor effects + unexplained (pure algebra given R2)
 
-R2 is the ONLY residual whose calculation varies by structure:
-- exact (state 1): R2 = Y - Ȳ_kt (Eq 59), when all cells have n >= 2
-- ma2 (states 2 & 3): R2 = (Y_j - Y_{j-1}) / 2 (Eq 13.8-13.9),
-  when any cell has n = 1 — applied to ALL observations across the
-  entire sorted stream, no grouping
+R2 is the ONLY residual whose calculation varies by structure (equation numbers
+are Bishop's 10-1 manual):
+- exact (ADS 1): R2 = Y - Ȳ_kt (Eq 14-3, the error estimate of Eq 10-11), when every cell has n >= 2
+- ma2 (ADS 2 & 3): when any cell has n = 1. The data are first stripped of the
+  process mean and the condition and period effects, Z = Y - Ȳ_k - Ȳ_t + Ȳ
+  (Eq 14-4 / 14-9). Z is then differenced along the condition-then-time stream
+  and divided by twice the R2 scale factor c(K, M), which puts it back on the
+  noise scale: R2_j = (Z_j - Z_{j-1}) / (2c) (Eqs 14-5..14-8 / 14-10..14-13).
+  "ma2" names Bishop's size-2 moving average of Z; R2_j = Z_j minus that average.
 
 All other residuals (R1, R3, R4, R5) are pure algebraic transformations
 that don't depend on structure once the means are defined.
@@ -24,7 +31,7 @@
   calculate_time_means, calculate_cell_means
 - Pure residual functions: calculate_r1_residual, calculate_r3_residual,
   calculate_r4_residual, calculate_r5_residual
-- Consolidated R2: calculate_r2(df, y, r2_method, n_per_cell)
+- Consolidated R2: r2_scale_factor(K, M), calculate_r2(df, y, r2_method, n_conditions=K)
 - Orchestration: calculate_vas_residuals(df, spec, r2_method, ...)
 - Request residuals: resolve_r6_groupby, calculate_r6_residuals — R6/RCR6 are
   computed per execute() request from that request's by=, never stored on the
@@ -34,6 +41,7 @@
 from __future__ import annotations
 
 import logging
+import math
 from collections.abc import Sequence
 from typing import TYPE_CHECKING
 
@@ -154,7 +162,7 @@ def calculate_time_means(df: pd.DataFrame, response_var: str, time_var: str) ->
 
 def calculate_cell_means(df: pd.DataFrame, response_var: str, rsg_var_name: str, time_var: str) -> pd.Series:
     """
-    Calculate cell means (Ȳ_kt) - average for each (factor × time) cell.
+    Calculate cell means (Ȳ_kt) - average for each (factor × time) cell (10-1 manual Eq 10-8).
 
     Broadcasts the mean for each cell to all rows in that cell.
 
@@ -200,7 +208,7 @@ def calculate_r1_residual(df: pd.DataFrame, response_var: str, grand_mean: float
     """
     Calculate R1 residual: total deviation from grand mean.
 
-    R1 = Y - Ȳ  (Bishop Equation 56)
+    R1 = Y - Ȳ  (10-1 manual Eq 14-2)
 
     R1 represents the total variation of each observation around the
     overall average. It's the foundation for all other residuals.
@@ -240,7 +248,7 @@ def calculate_r3_residual(
     """
     Calculate R3 residual: interaction effects (factor × time).
 
-    R3 = Y - Ȳ_k - Ȳ_t + Ȳ  (Bishop Equation 66)
+    R3 = Y - Ȳ_k - Ȳ_t + Ȳ  (10-1 manual Eq 14-14, interaction part)
 
     R3 captures the interaction between factors and time. It represents
     variation that can't be explained by factor effects or time effects alone.
@@ -277,7 +285,7 @@ def calculate_r4_residual(time_means: pd.Series, grand_mean: float, r2: pd.Serie
     """
     Calculate R4 residual: time effects + unexplained.
 
-    R4 = Ȳ_t - Ȳ + R2  (Bishop Equation 72)
+    R4 = Ȳ_t - Ȳ + R2  (10-1 manual Eq 14-16)
 
     R4 represents time effects plus within-cell variation. Used to
     assess if time contributes meaningful variation.
@@ -303,7 +311,7 @@ def calculate_r5_residual(factor_means: pd.Series, grand_mean: float, r2: pd.Ser
     """
     Calculate R5 residual: factor effects + unexplained.
 
-    R5 = Ȳ_k - Ȳ + R2  (Bishop Equation 75)
+    R5 = Ȳ_k - Ȳ + R2  (10-1 manual Eq 14-19)
 
     R5 represents factor effects plus within-cell variation. Used to
     assess if factors contribute meaningful variation and to calculate
@@ -331,53 +339,100 @@ def calculate_r5_residual(factor_means: pd.Series, grand_mean: float, r2: pd.Ser
 # ============================================================================
 
 
-def calculate_r2(df: pd.DataFrame, y: str, r2_method: R2Method, n_per_cell: pd.Series | None = None) -> pd.Series:
+def r2_scale_factor(n_conditions: int, n_observations: int) -> float:
     """
-    Calculate R2 residual using the specified method.
+    R2 scale factor c(K, M) for the singleton design states.
 
-    R2 is the ONLY structure-dependent residual. The method is determined by
-    observed cell sizes (via SDSRegistry.get_r2_method()):
+    Bishop's 10-1 manual Eq 14-8 (SDS 2, where M = KT) and Eq 14-13 (SDS 3, 5, 6)::
 
-    - exact (ADS 1): R2 = Y - Ȳ_kt (Eq 59), every cell has n >= 2
-    - ma2 (ADS 2 and 3): R2 = (Y_j - Y_{j-1}) / 2 (Eq 13.7-13.9),
-      any cell has n = 1
+        c(K, M) = sqrt( (K - 1) / (2K) * (1 - K / (M - 1)) )
 
-    When any cell has n=1, MA2 is applied to ALL observations across the
-    entire canonical-sorted stream — no grouping by rsg_key, no per-cell
-    selection between exact and MA2. Bishop Eq 13.7-13.9 specify j=2,...,J
-    with no grouping; only j=1 has no value.
+    The R2 scale factor is computed from the layout, not looked up: K is the
+    number of process design conditions present and M is the number of
+    observations in the full analysis frame (never a subset). Dividing the
+    differenced interaction series by 2c puts R2 back on the noise scale.
+
+    Parameters
+    ----------
+    n_conditions : int
+        K, the number of process design conditions (rsg levels) present.
+    n_observations : int
+        M, the number of observations in the analysis frame.
+
+    Returns
+    -------
+    float
+        c(K, M), or NaN where the formula is undefined (K < 2 or M < K + 2).
+        Never raises: an undefined factor means R2 is unavailable, not an error.
+    """
+    if n_conditions < 2 or n_observations < n_conditions + 2:
+        return float('nan')
+    return math.sqrt((n_conditions - 1) / (2 * n_conditions) * (1 - n_conditions / (n_observations - 1)))
+
+
+def calculate_r2(
+    df: pd.DataFrame,
+    y: str,
+    r2_method: R2Method,
+    *,
+    n_conditions: int | None = None,
+) -> pd.Series:
+    """
+    Calculate the R2 residual by the method the analytical design state selects.
+
+    R2 is the ONLY structure-dependent residual. ``r2_method`` comes from
+    ``SDSRegistry.get_r2_method()`` (exact iff every cell has n >= 2) and drives
+    the branch; equation numbers are Bishop's 10-1 manual.
+
+    - ``'exact'`` (ADS 1): R2 = Y - Ȳ_kt (Eq 14-3).
+    - ``'ma2'`` (ADS 2 and 3): Z = Y - Ȳ_k - Ȳ_t + Ȳ (Eq 14-4 / 14-9), using the
+      unweighted cell-mean averages already on the frame, so the process mean and
+      the condition and period effects are removed before anything is differenced.
+      In the canonical condition-then-time order (``sort_key``),
+      R2_j = (Z_j - Z_{j-1}) / (2 c(K, M)) for j >= 2 (Eqs 14-5..14-8 /
+      14-10..14-13). The stream runs across condition boundaries with no grouping;
+      only the first observation has no value (NaN). Because Z carries no condition
+      or period effect, the step from one condition's last period to the next
+      condition's first period no longer carries a level difference.
+
+    When the R2 scale factor is undefined for the layout (fewer than two
+    conditions, or too few observations), R2 is all NaN: unavailable, never ±inf.
 
     Parameters
     ----------
     df : pd.DataFrame
-        Input data with 'cell_key', 'sort_key', 'Ybar_kt' columns
+        The full analysis frame, with ``sort_key``, ``Ybar_kt`` and, for ``'ma2'``,
+        ``Ybar``, ``Ybar_k`` and ``Ybar_t``. M is ``len(df)``, so never pass a subset.
     y : str
-        Name of response variable
+        Name of response variable.
     r2_method : R2Method
-        'exact' or 'ma2', as chosen by SDSRegistry.get_r2_method(). Kept for
-        callers and logging; the branch below re-derives it from n_per_cell so
-        the two can never disagree.
-    n_per_cell : pd.Series, optional
-        Pre-computed observations per cell. Pass from ADS to avoid recomputation.
+        ``'exact'`` or ``'ma2'``.
+    n_conditions : int, optional
+        K, the number of process design conditions present. Required for ``'ma2'``.
 
     Returns
     -------
     pd.Series
-        R2 residuals with name="R2"
+        R2 residuals with name="R2", aligned to ``df.index``.
     """
-    if n_per_cell is None:
-        n_per_cell = df.groupby('cell_key', observed=True)[y].transform('size')
-
-    # State 1: all cells replicated → exact (Eq 59)
-    if (n_per_cell >= 2).all():
+    if r2_method == 'exact':
         return pd.Series(df[y] - df['Ybar_kt'], index=df.index, name='R2')
 
-    # States 2 & 3: any singletons → MA2 for ALL observations (Eq 13.8-13.9)
-    # MA2 runs across the entire canonical-sorted stream — no grouping.
-    # j=1 has no predecessor → R2 is NaN (Bishop leaves it blank).
+    if n_conditions is None:
+        raise RuntimeError("R2 method 'ma2' needs n_conditions (K) for the R2 scale factor")
+
     df_sorted = df.sort_values('sort_key')
-    y_sorted = df_sorted[y]
-    r2 = (y_sorted - y_sorted.shift(1)) / 2
+    z = df_sorted[y] - df_sorted['Ybar_k'] - df_sorted['Ybar_t'] + df_sorted['Ybar']
+    c = r2_scale_factor(n_conditions, len(df_sorted))
+    if math.isnan(c):
+        logger.debug(
+            'R2 scale factor undefined for K=%d conditions and M=%d observations; R2 is unavailable.',
+            n_conditions,
+            len(df_sorted),
+        )
+        r2 = pd.Series(float('nan'), index=df_sorted.index)
+    else:
+        r2 = (z - z.shift(1)) / (2 * c)
     return pd.Series(r2.loc[df.index], index=df.index, name='R2')
 
 
@@ -460,7 +515,7 @@ def calculate_vas_residuals(
 
     # Step 2: Derive marginal means from cell means (unweighted means analysis)
     # Bishop VAS uses mean of cell means, giving each experimental
-    # condition equal weight regardless of sample size within cells.
+    # condition equal weight regardless of sample size within cells (10-1 manual Eq 10-10).
     cell_means_unique = out.groupby([spec.rsg_var_name, spec.time_var], observed=True)['Ybar_kt'].first()
 
     grand_mean = cell_means_unique.mean()
@@ -478,13 +533,18 @@ def calculate_vas_residuals(
 
     # Step 4: Calculate R2 (structure-dependent)
     logger.debug(f'Calculating R2 residual (method: {r2_method})')
-    out['R2'] = calculate_r2(out, y, r2_method, n_per_cell=n_per_cell)
-
-    # Step 5: Calculate R3 (interaction effects)
+    if r2_method == 'exact':
+        if n_per_cell is None:
+            n_per_cell = out.groupby('cell_key', observed=True)[y].transform('size')
+        if (n_per_cell < 2).any():
+            raise RuntimeError("R2 method 'exact' requires every cell to have n >= 2")
+    out['R2'] = calculate_r2(out, y, r2_method, n_conditions=int(out[spec.rsg_var_name].nunique()))
+
+    # Step 5: Calculate R3 (interaction effects), Eq 14-14
     # Unified formula: Ybar_kt - Ybar_k - Ybar_t + Ybar + R2
-    # For exact (state 1): R2 = Y - Ybar_kt, so this simplifies to
-    #   Y - Ybar_k - Ybar_t + Ybar (algebraically identical to old formula).
-    # For MA2 (states 2-3): adds R2 to each row per Bishop.
+    # For exact (ADS 1): R2 = Y - Ybar_kt, so this simplifies to
+    #   Y - Ybar_k - Ybar_t + Ybar.
+    # For ma2 (ADS 2-3): the interaction estimate plus R2, per Bishop.
     logger.debug('Calculating R3 residual')
     out['R3'] = out['Ybar_kt'] - out['Ybar_k'] - out['Ybar_t'] + grand_mean + out['R2']
 
@@ -550,13 +610,18 @@ def resolve_r6_groupby(by: Sequence[str] | None, factors: Sequence[str]) -> str
 def calculate_r6_residuals(df: pd.DataFrame, groupby_key: str | list[str], recentered: bool) -> pd.DataFrame:
     """Return a new frame carrying R6 (and RCR6 when recentered). Never mutates ``df``.
 
-    R6 = α_i + R2 where α_i = mean(R5 | factor level(s)).
+    R6 = α_i + R2, where α_i is the factor-level effect: the condition effects ρ̂_k = R5 - R2
+    averaged over the level's rows (10-1 manual Eqs 14-19, 14-24, 14-25).
 
-    Bit-identity constraints — this math moved verbatim from the old
-    ``Study._compute_r6`` and must keep producing identical floats:
+    The manual writes α_i as the level's mean of R5 (Eq 14-24, "≈ α_i"). R5 = ρ̂_k + R2, so
+    that mean also carries the level's average R2, which VAS leaves out: Tom's Medicare run
+    (10/3/2026, slide 52) centres the organisation-effects chart at 10831.1, the effect
+    without it, where the mean of R5 gives 10829.8. On ADS 1, R2 averages to zero inside
+    each cell, so the two agree; on ADS 2/3 they differ by the level's mean R2, which only
+    shows when levels are small.
 
     - ``groupby`` keeps its default kwargs (no ``observed=``, no ``dropna=``) to
-      preserve row alignment and values exactly.
+      preserve row alignment.
     - RCR6 is ``Ybar + alpha + R2`` evaluated left-to-right. Do not rewrite it as
       ``Ybar + R6``: float addition is non-associative, so the two differ in the
       last ulp.
@@ -565,7 +630,8 @@ def calculate_r6_residuals(df: pd.DataFrame, groupby_key: str | list[str], recen
     plain R6 column (``_resolve_mr_source_column('RCR6') == 'R6'``).
     """
     df = df.copy()
-    alpha = df.groupby(groupby_key)['R5'].transform('mean')
+    # ρ̂_k = R5 - R2 on the rows R5 exists (same rows and weighting as the mean of R5)
+    alpha = df.assign(_rho=df['R5'] - df['R2']).groupby(groupby_key)['_rho'].transform('mean')
 
     df['R6'] = alpha + df['R2']
     if recentered:
diff --git a/processbehavior/sds_detector.py b/processbehavior/sds_detector.py
index f11c581..0a13b80 100644
--- a/processbehavior/sds_detector.py
+++ b/processbehavior/sds_detector.py
@@ -2,7 +2,7 @@
 Sampling Design State (SDS) detection for process behavior analysis.
 
 This module implements the complete SDS classification system from the
-Variance Analysis System (VAS) framework by Bishop.
+Variation Analysis System (VAS) framework by Bishop.
 
 The SDS determines:
 - What type of data structure we have
@@ -227,7 +227,7 @@ def residual_charts(self) -> list[tuple[str, str]]:
         if not self.vas_residuals_supported:
             return []
 
-        # R1 (Bishop 13.1): the response centred at 0 — a location shift, so only the
+        # R1 (10-1 manual Eq 14-2): the response centred at 0 — a location shift, so only the
         # location charts. X is unconditional: charting the centred raw data is the whole
         # diagnostic. No S/mR — R1 differs from the response by a constant, so its
         # dispersion charts would duplicate the response's exactly.
@@ -281,7 +281,7 @@ def __str__(self) -> str:
         lines.extend(
             [
                 '',
-                'Variance Analysis System (VAS):',
+                'Variation Analysis System (VAS):',
                 f'  • VAS supported: {"Yes" if self.vas_residuals_supported else "No"}',
             ]
         )
@@ -379,11 +379,12 @@ class SDSRegistry:
 
     **SDS 2**: Semi-Complete - No replication
         - Min N_kt = 1 and Max N_kt = 1 (all cells are singletons)
-        - Requires moving average for R2
+        - R2 by the scaled difference of the effect-adjusted series (10-1 manual Eqs 14-4..14-8)
 
     **SDS 3**: Semi-Complete - Partial replication
         - Min N_kt = 1 and Max N_kt ≥ 2 (mixed)
-        - R2 by moving average across the full sequence (any singleton forces MA2)
+        - R2 by the same scaled difference over every observation (Eqs 14-9..14-13);
+          Xbar/S is the default chart
 
     **Incomplete** (has empty cells, requires sampling plan to detect):
 
@@ -696,7 +697,7 @@ def get_sds_characteristics(self, sds: int) -> dict:
             3: {
                 'description': 'Partial replication (mixed n=1 and n≥2)',
                 'replication_type': 'partial',
-                'r2_method': 'ma2',  # Any singleton: MA2 over the full sequence (Bishop Eq 13.7-13.9)
+                'r2_method': 'ma2',  # Any singleton: scaled difference over every observation (Eqs 14-9..14-13)
                 'capabilities': ['all_residuals', 'partial_interactions', 'main_effects'],
                 'interaction_analysis': 'partial',
                 'variance_decomposition': True,
@@ -712,10 +713,10 @@ def get_sds_characteristics(self, sds: int) -> dict:
             5: {
                 'description': 'Incomplete grid without replication (has 0s, max=1)',
                 'replication_type': 'none',
-                'r2_method': 'ma2',  # No replication, use moving average
+                'r2_method': 'ma2',  # No replication: scaled difference (Eqs 14-9..14-13)
                 'capabilities': ['partial_vas', 'stratification'],
                 'interaction_analysis': False,
-                'variance_decomposition': True,  # VAS supported via moving average
+                'variance_decomposition': True,  # VAS supported via the scaled-difference R2
             },
             6: {
                 'description': 'Incomplete grid with singletons (has 0s, 1s, and ≥2s)',
@@ -757,14 +758,13 @@ def get_r2_method(self, stats: StructureStats) -> R2Method:
 
         Notes
         -----
-        Deterministic rule based on Bishop methodology:
-        - Eq 59 (exact): R2 = Y - Ȳ_kt, requires replication in every cell
-        - Eq 13.7-13.9 (MA2): R2 = (Y_j - Y_{j-1}) / 2 over the whole ordered
-          sequence, j = 2..J, with no grouping by cell. Once any cell is a
-          singleton this applies to every observation; the replicated cells'
-          within-cell deviations are not used for R2. There is no per-cell
-          mixing of the two (the earlier "hybrid" was removed in cb037f8, and
-          the ADS 3 reference assertions validate the ungrouped MA2).
+        Deterministic rule based on Bishop's 10-1 manual:
+        - Eq 14-3 (exact): R2 = Y - Ȳ_kt, requires replication in every cell
+        - Eqs 14-4..14-13 (ma2): Z = Y - Ȳ_k - Ȳ_t + Ȳ, differenced over the whole
+          condition-then-time sequence (j = 2..M, no grouping by cell) and divided
+          by twice the R2 scale factor c(K, M). Once any cell is a singleton this
+          applies to every observation; the replicated cells' within-cell
+          deviations are not used for R2. There is no per-cell mixing of the two.
         """
         if stats.n_cell_min >= 2:
             return 'exact'
@@ -1308,7 +1308,7 @@ def get_analysis_plan(sds: int, min_cell_size: int = 0) -> SDSAnalysisPlan:
                     'Screening experiments',
                 ],
                 limitations=[
-                    'R2 estimated via moving average (approximate, not exact)',
+                    'R2 reconstructed from the effect-adjusted series (scaled difference), not observed within cells',
                     'Interaction confounded with pure error',
                 ],
                 bishop_reference='Bishop Methodology: No Replication (SDS 2)',
@@ -1321,7 +1321,7 @@ def get_analysis_plan(sds: int, min_cell_size: int = 0) -> SDSAnalysisPlan:
                 has_time=True,
                 has_replication='partial',
                 valid_charts=['Histogram', 'Xbar', 'S', 'X', 'mR'],
-                recommended_chart='X',
+                recommended_chart='Xbar',  # 10-1 manual: Xbar/S is VAS's default for ADS 3
                 invalid_charts=[],
                 vas_residuals_supported=True,
                 residuals_available=['R1', 'R2', 'R3', 'R4', 'R5', 'R6'],
@@ -1336,7 +1336,7 @@ def get_analysis_plan(sds: int, min_cell_size: int = 0) -> SDSAnalysisPlan:
                     'Pilot studies with targeted replication',
                 ],
                 limitations=[
-                    'R2 uses the 2-point moving average over the full sequence (Bishop Eq 13.7-13.9); '
+                    'R2 uses the scaled difference over the full sequence (10-1 manual Eqs 14-9..14-13); '
                     'the replicated cells contribute no separate within-cell estimate',
                     'Variance estimates less precise than SDS 1',
                     'May have unequal subgroup sizes',
diff --git a/processbehavior/spc_constants.py b/processbehavior/spc_constants.py
index e96a4ab..d732bf8 100644
--- a/processbehavior/spc_constants.py
+++ b/processbehavior/spc_constants.py
@@ -29,9 +29,10 @@
 # Control limit multiplier (3-sigma limits are standard in SPC)
 SIGMA_MULTIPLIER = 3
 
-# Moving-range constants for n = 2 (consecutive pairs), as in Bishop's VAS manual:
-# sigma = mR / d2 (Eq 12.4), X limits = X ± 3·mR/d2 (Eq 12.10-12.11), and the
-# moving-range upper limit = (1 + 3·d3/d2)·mR (Eq 12.5). The manual prints the
+# Moving-range constants for n = 2 (consecutive pairs), as in Bishop's VAS manual
+# (10-1 manual Eq 12-2: E(R) = d2·sigma, sigma_R = d3·sigma): sigma = mR / d2 (Eq 12-4),
+# X limits = X ± 3·mR/d2 (Eqs 12-10, 12-11), and the moving-range upper limit
+# = (1 + 3·d3/d2)·mR (Eq 12-5). The manual prints the
 # rounded values 2.66 and 3.268; Bishop's VAS software computes them from d2 and
 # d3 without rounding, and so does this library.
 D2_N2 = 1.128
@@ -54,7 +55,17 @@ def c4(n: int) -> float:
     Calculate c4 bias constant for Xbar and S charts.
 
     The c4 constant corrects for bias in the standard deviation estimate
-    when using subgroups. It approaches 1.0 as n increases.
+    when using subgroups: E(S) = c4(n)·sigma, the manual's alpha_N (10-1 manual
+    Eq 10-12), so S / c4(n) is unbiased for sigma (Eq 10-13). It approaches 1.0
+    as n increases.
+
+    Deliberate difference from the manual: its footnote to Eq 10-12 sets
+    alpha_N = 1 for N > 5000, and VAS does. c4 stays exact for every n (computed
+    with log-gamma, so it has no overflow limit). Since sigma_S uses
+    sqrt(1 - alpha_N²) (Eq 10-15), alpha_N = 1 would put an S chart's limits on
+    its centerline for subgroups of more than 5000 values. The exact c4 lets
+    them close in gradually instead: S-bar ± 3% at n = 5000, ± 1.5% at 20,000.
+    Only S charts with subgroups that large are affected.
 
     Parameters
     ----------
@@ -123,7 +134,9 @@ def b3(n: int, sigma_multiplier: float = 3) -> float:
 
     Notes
     -----
-    Formula: b3(n) = 1 - sigma_multiplier/c4(n) * sqrt(1 - c4(n)²)
+    Formula: b3(n) = 1 - sigma_multiplier/c4(n) * sqrt(1 - c4(n)²), i.e. S-bar
+    less sigma_multiplier estimated standard deviations of S (10-1 manual
+    Eq 10-15), the S chart's lower limit (Eq 11-8).
 
     For small subgroup sizes (n < 6), the raw b3 formula yields negative
     values. Since standard deviations cannot be negative, these values are
@@ -172,7 +185,9 @@ def b4(n: int, sigma_multiplier: float = 3) -> float:
 
     Notes
     -----
-    Formula: b4(n) = 1 + sigma_multiplier/(c4(n)) * sqrt(1 - c4(n)^2)
+    Formula: b4(n) = 1 + sigma_multiplier/(c4(n)) * sqrt(1 - c4(n)^2), i.e. S-bar
+    plus sigma_multiplier estimated standard deviations of S (10-1 manual
+    Eq 10-15), the S chart's upper limit (Eq 11-9).
 
     The b4 constant decreases as subgroup size increases, approaching the
     value of 1 + 3*sqrt(1-1) = 1 for very large subgroups.
@@ -303,8 +318,7 @@ def calculate_limits(
                 f'The limits calculation for {limits_type} requires (mean, and mR). Got: mean={mean}, mR={mR}'
             )
 
-        # LPL = X̄ - (E2 * mR)
-        # UPL = X̄ + (E2 * mR)
+        # LPL = X̄ - (E2 * mR), UPL = X̄ + (E2 * mR)  (10-1 manual Eqs 12-10, 12-11)
         lpl = mean - (XMR_LIMIT_MULTIPLIER * mR)
         upl = mean + (XMR_LIMIT_MULTIPLIER * mR)
 
@@ -313,7 +327,7 @@ def calculate_limits(
             raise ValueError(f'The limits calculation for {limits_type} requires (mR). Got: mR={mR}')
 
         # LPL = 0 (ranges cannot be negative)
-        # UPL = mR * D4
+        # UPL = mR * D4  (10-1 manual Eq 12-5)
         lpl = 0
         upl = mR * R_UPPER_LIMIT_MULTIPLIER
 
@@ -323,6 +337,20 @@ def calculate_limits(
     return pd.Series({'lpl': lpl, 'upl': upl}, index=['lpl', 'upl'])
 
 
+def subgroup_sigma_hat(s, n) -> float:
+    """Bishop's estimate of sigma from R rational subgroups (10-1 manual Eq 11-5).
+
+    The average of each subgroup's own unbiased estimate: sigma_hat = (1/R) sum S_r / c4(N_r).
+    With equal subgroup sizes this is S-bar / c4(N) (Eq 11-6); with unequal sizes it is not,
+    because each S_r is unbiased-corrected with its own c4 before averaging. VAS computes it
+    this way (Tom's Medicare run: one subgroup of 3 among 23 of 4).
+    """
+    s = np.asarray(s, dtype=float)
+    sizes = np.asarray(n)
+    lookup = {int(v): c4(int(v)) for v in np.unique(sizes)}
+    return float(np.mean(s / np.array([lookup[int(v)] for v in sizes.ravel()]).reshape(sizes.shape)))
+
+
 def calculate_limits_vectorized(
     limits_type: str,
     *,
@@ -330,12 +358,18 @@ def calculate_limits_vectorized(
     sd=None,
     N=None,
     mR=None,
+    sigma=None,
     sigma_multiplier: float = 3,
 ) -> pd.DataFrame:
     """Array form of :func:`calculate_limits` — same formulae, whole columns at once.
 
+    ``sigma`` (Xbar only) gives sigma_hat directly, for subgroups of unequal size: the limits
+    are then mean ± multiplier · sigma / sqrt(N_r) for each subgroup (10-1 manual Eqs 11-16,
+    11-17), with sigma from :func:`subgroup_sigma_hat`. Without it, ``sd`` is S-bar and each
+    row's limits use S-bar / c4(N), which is the same thing when every N is equal.
+
     :func:`calculate_limits` stays the scalar reference and is unchanged: it is what the
-    Bishop validator exercises, so keeping it independent means the 280 reference
+    Bishop validator exercises, so keeping it independent means the reference
     assertions remain a genuine check on this path rather than a check of it against
     itself.
 
@@ -373,14 +407,18 @@ def _per_n(func, sizes, *args):
         return np.array([lookup[int(v)] for v in sizes.ravel()]).reshape(sizes.shape)
 
     if limits_type == 'Xbar':
-        if mean is None or sd is None or N is None:
+        if mean is None or (sd is None and sigma is None) or N is None:
             raise ValueError(
-                f'The limits calculation for {limits_type} requires (mean, sd, and N). '
-                f'Got: mean={mean}, sd={sd}, N={N}'
+                f'The limits calculation for {limits_type} requires (mean, sd or sigma, and N). '
+                f'Got: mean={mean}, sd={sd}, sigma={sigma}, N={N}'
             )
         sizes = np.asarray(N)
-        # Wd = S / c4(n), then half-width = (multiplier * Wd) / sqrt(n)
-        half = (sigma_multiplier * (np.asarray(sd) / _per_n(c4, sizes))) / np.sqrt(sizes)
+        if sigma is not None:
+            # Eqs 11-16/11-17: half-width = multiplier * sigma_hat / sqrt(N_r)
+            half = (sigma_multiplier * float(sigma)) / np.sqrt(sizes)
+        else:
+            # Wd = S / c4(n), then half-width = (multiplier * Wd) / sqrt(n)
+            half = (sigma_multiplier * (np.asarray(sd) / _per_n(c4, sizes))) / np.sqrt(sizes)
         lpl, upl = np.asarray(mean) - half, np.asarray(mean) + half
 
     elif limits_type == 'S':
@@ -398,13 +436,13 @@ def _per_n(func, sizes, *args):
                 f'The limits calculation for {limits_type} requires (mean, and mR). '
                 f'Got: mean={mean}, mR={mR}'
             )
-        half = XMR_LIMIT_MULTIPLIER * np.asarray(mR)
+        half = XMR_LIMIT_MULTIPLIER * np.asarray(mR)  # 10-1 manual Eqs 12-10, 12-11
         lpl, upl = np.asarray(mean) - half, np.asarray(mean) + half
 
     elif limits_type == 'R':
         if mR is None:
             raise ValueError(f'The limits calculation for {limits_type} requires (mR). Got: mR={mR}')
-        upl = np.asarray(mR) * R_UPPER_LIMIT_MULTIPLIER
+        upl = np.asarray(mR) * R_UPPER_LIMIT_MULTIPLIER  # 10-1 manual Eq 12-5
         lpl = np.zeros_like(upl)
 
     else:
@@ -441,8 +479,8 @@ def calibrated_limits(
     sigma-scaled input that makes the existing formula emit the standards-given
     band:
 
-    - **Xbar** (location): inject ``sd = c4(N)·sigma`` → ``mean ± n_sigma·sigma/√N``
-      (the ``c4`` cancels); center ``= mean``.
+    - **Xbar** (location): ``mean ± n_sigma·sigma/√N``, computed directly (injecting
+      ``sd = c4(N)·sigma`` would cancel, but c4 is undefined for a one-reading subgroup); center ``= mean``.
     - **S** (dispersion): inject ``sd = c4(N)·sigma`` → ``b3·(c4·sigma) = B5·sigma``,
       ``b4·(c4·sigma) = B6·sigma``; center ``= c4(N)·sigma``.
     - **XmR** (X individuals, location): inject ``mR = D2_N2·sigma`` →
@@ -481,25 +519,24 @@ def calibrated_limits(
     if limits_type == 'Xbar':
         assert N is not None
         center = mean
-        lims = calculate_limits(
-            limits_type='Xbar', mean=mean, sd=c4(N) * sigma, N=N,
-            round_to=round_to, sigma_multiplier=n_sigma,
-        )
+        # mean ± n_sigma·sigma/√N directly: a one-reading subgroup (N = 1) has no c4 to cancel
+        half = n_sigma * sigma / math.sqrt(N)
+        lims = pd.Series({'lpl': mean - half, 'upl': mean + half}, index=['lpl', 'upl'])
     elif limits_type == 'S':
         assert N is not None
-        center = c4(N) * sigma
+        center = c4(N) * sigma  # E(S) = alpha_N·sigma (10-1 manual Eq 10-12)
         lims = calculate_limits(
             limits_type='S', mean=0, sd=c4(N) * sigma, N=N,
             round_to=round_to, sigma_multiplier=n_sigma,
         )
     elif limits_type == 'XmR':
-        center = mean
+        center = mean  # mean ± 3·sigma (10-1 manual Eq 12-6)
         lims = calculate_limits(
             limits_type='XmR', mean=mean, sd=0, N=0, mR=D2_N2 * sigma,
             round_to=round_to,
         )
     elif limits_type == 'R':
-        center = D2_N2 * sigma
+        center = D2_N2 * sigma  # E(R) = d2·sigma; limits 0 … D4·d2·sigma (10-1 manual Eqs 12-2, 12-3)
         lims = calculate_limits(
             limits_type='R', mean=0, sd=0, N=0, mR=D2_N2 * sigma,
             round_to=round_to,
@@ -659,7 +696,7 @@ def suggest_chart_name(name: str) -> str:
 # labelled "Noise / Unexplained variation", which is R2's meaning, in a table that
 # also mapped `within_cell` to R2 and so contradicted itself.
 RESIDUAL_LABELS: dict[str, str] = {
-    # Bishop 13.1, "Centering the Original PM Data at 0": R1 = Y_ktn - Ybar.., the
+    # 10-1 manual Eq 14-2 (centring the original PM data at 0): R1 = Y_ktn - Ybar.., the
     # response re-expressed as +/- about zero. Not a within-subgroup quantity.
     'R1': 'Response Centered at 0',
     'R2': 'Within-Cell',
diff --git a/processbehavior/study.py b/processbehavior/study.py
index b2e343c..2d94afc 100644
--- a/processbehavior/study.py
+++ b/processbehavior/study.py
@@ -64,6 +64,10 @@
 # Chart names have an equivalent in spc_constants.VALID_BASE_CHARTS, imported above.
 RESIDUAL_CODES = ALL_RESIDUALS
 
+# Residuals that carry R2 (R3-R6 are an effect plus R2). When the layout leaves R2 undefined
+# (AnalysisDataSet.r2_unavailable_reason) every one of them is unavailable.
+_R2_FAMILY = frozenset({'R2', 'R3', 'R4', 'R5', 'R6'})
+
 
 def _base_residual_code(value: str) -> str:
     """'RCR5' -> 'R5', 'r2' -> 'R2'. Recentring does not change which chart a residual pairs with."""
@@ -1038,7 +1042,7 @@ def dataset(self) -> pd.DataFrame:
         - rsg: Rational subgroup identifier
         - Ybar, Ybar_k, Ybar_t, Ybar_kt: Hierarchical means
         - R1-R5: VAS residuals (where applicable for the SDS)
-        - RCR1-RCR5: Re-centered residuals (Y reconstructed from components)
+        - RCR1-RCR5: Re-centred residuals, R + Ybar (10-1 manual Eq 14-26; RCR2 = Ybar_kt + R2)
 
         Returns a copy to preserve immutability. The frame itself is immutable
         after formulate() — execute() never adds columns to it; request
@@ -1233,10 +1237,11 @@ def residual_charts(self) -> list[tuple[str, str]]:
         ads_cols = set(self._ads.analysis_dataset.columns)
         # R6 is computed on-the-fly from R5+R2, so check prerequisites instead of column
         r6_available = {'R5', 'R2'}.issubset(ads_cols)
+        r2_ok = self._ads.r2_unavailable_reason is None
         return [
             (chart, value)
             for chart, value in self._plan.residual_charts
-            if value in ads_cols or (value == 'R6' and r6_available)
+            if (value in ads_cols or (value == 'R6' and r6_available)) and (r2_ok or value not in _R2_FAMILY)
         ]
 
     @property
@@ -1292,6 +1297,8 @@ def residuals(self) -> StudyResidualAccessor:
         available = sorted(r for r in ('R1', 'R2', 'R3', 'R4', 'R5') if r in ads_cols)
         if self._spec.rsg_vars_list and 'R5' in ads_cols:
             available.append('R6')
+        if self._ads.r2_unavailable_reason is not None:
+            available = [r for r in available if r not in _R2_FAMILY]
         return StudyResidualAccessor(available)
 
     @property
@@ -1310,7 +1317,7 @@ def available_analysis_methods(self) -> pd.DataFrame:
         import pandas as pd
 
         ads_cols = set(self._ads.analysis_dataset.columns)
-        vas_available = 'R2' in ads_cols
+        vas_available = 'R2' in ads_cols and self._ads.r2_unavailable_reason is None
 
         rows = [
             {
@@ -2363,6 +2370,9 @@ def _residual_pair_problem(self, base_chart: str, value: str) -> str | None:
         """
         base_residual = _base_residual_code(value)
 
+        if base_residual in _R2_FAMILY and self._ads.r2_unavailable_reason is not None:
+            return self._ads.r2_unavailable_reason
+
         if base_chart in ('Histogram', 'mR'):
             return None
 
@@ -2381,8 +2391,8 @@ def _validate_recentered(self, value: str | None) -> None:
         if not needs_residuals:
             raise ValidationError(
                 'recentered=True requires VAS decomposition (factors + time). '
-                'Recentered residuals (RCR) reconstruct values relative to '
-                'factor and time means, which require both to be specified.'
+                'Recentered residuals (RCR) are the VAS residuals moved onto the '
+                'measurement scale (R + grand mean), which needs both to be specified.'
             )
         recenterable = set(RESIDUAL_CODES)
         if value is None:
diff --git a/simulation/mixed_subgroup_estimation.py b/simulation/mixed_subgroup_estimation.py
index 0f72b25..dbe47c8 100644
--- a/simulation/mixed_subgroup_estimation.py
+++ b/simulation/mixed_subgroup_estimation.py
@@ -23,7 +23,7 @@
 Wheeler, D. J. & Chambers, D. S. (1992). Understanding Statistical Process
     Control.
 Wheeler, D. J. (1995). Advanced Topics in Statistical Process Control.
-Bishop, T. & Wheeler, D. J. (2024). Variance Analysis System (VAS).
+Bishop, T. & Wheeler, D. J. (2024). Variation Analysis System (VAS).
 
 Author: Nicholas Hollingsworth
 Date: 2025-02
diff --git a/tests/fixtures/bishop_analyses/aco_medicare.json b/tests/fixtures/bishop_analyses/aco_medicare.json
new file mode 100644
index 0000000..c60e2f1
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/aco_medicare.json
@@ -0,0 +1,948 @@
+{
+  "run": "aco_medicare",
+  "label": "Medicare ACO (PCE)",
+  "analytic_design_state": 2,
+  "specs": {
+    "lsl": 6000,
+    "usl": 16000,
+    "target": 11000
+  },
+  "chart_tolerance": 0.1,
+  "chart_tolerance_note": "VAS prints five-digit values to one decimal (half a unit: 0.05) and places the limits about a centre it rounds to six significant figures (up to 0.05 more), e.g. ACO-002 UBL 14807.4 where the exact limit is 14807.346.",
+  "source_file": "MEDICARE PCE.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision).",
+  "pages_extracted": 57,
+  "capability": {
+    "pp": 0.85,
+    "ppk_upper": 0.88,
+    "ppk_lower": 0.82,
+    "pct_below_lsl": 0.0,
+    "pct_above_usl": 2.08,
+    "cp": 5.55,
+    "cpk_upper": 5.74,
+    "cpk_lower": 5.36,
+    "potential_pct_below_lsl": 0.0,
+    "potential_pct_above_usl": 0.0
+  },
+  "loss": {
+    "pct_pdc": 68.5,
+    "pct_time": 28.0,
+    "pct_unexplained": 2.3,
+    "pct_centering": 0.7,
+    "pct_interaction": 0.4
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": null,
+      "variable": "R1 RESIDUALS",
+      "CL": 10832.4,
+      "LBL": 6994.1,
+      "UBL": 14670.7,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": null,
+      "variable": "MOVING RANGE",
+      "CL": 1443.21,
+      "LBL": 0.0,
+      "UBL": 4715.38,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-001",
+      "variable": "R1 RESIDUALS",
+      "CL": 9747.59,
+      "LBL": 7503.91,
+      "UBL": 11991.3,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-001",
+      "variable": "MOVING RANGE",
+      "CL": 843.62,
+      "LBL": 0.0,
+      "UBL": 2756.36,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-002",
+      "variable": "R1 RESIDUALS",
+      "CL": 12637.4,
+      "LBL": 10467.4,
+      "UBL": 14807.4,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-002",
+      "variable": "MOVING RANGE",
+      "CL": 815.91,
+      "LBL": 0.0,
+      "UBL": 2665.81,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-003",
+      "variable": "R1 RESIDUALS",
+      "CL": 10368.2,
+      "LBL": 8111.52,
+      "UBL": 12624.9,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-003",
+      "variable": "MOVING RANGE",
+      "CL": 848.51,
+      "LBL": 0.0,
+      "UBL": 2772.33,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-004",
+      "variable": "R1 RESIDUALS",
+      "CL": 11967.1,
+      "LBL": 10465.9,
+      "UBL": 13468.3,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-004",
+      "variable": "MOVING RANGE",
+      "CL": 564.45,
+      "LBL": 0.0,
+      "UBL": 1844.21,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-005",
+      "variable": "R1 RESIDUALS",
+      "CL": 9558.58,
+      "LBL": 7036.44,
+      "UBL": 12080.7,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-005",
+      "variable": "MOVING RANGE",
+      "CL": 948.32,
+      "LBL": 0.0,
+      "UBL": 3098.44,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-006",
+      "variable": "R1 RESIDUALS",
+      "CL": 9165.22,
+      "LBL": 6248.24,
+      "UBL": 12082.2,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-006",
+      "variable": "MOVING RANGE",
+      "CL": 1096.78,
+      "LBL": 0.0,
+      "UBL": 3583.51,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-007",
+      "variable": "R1 RESIDUALS",
+      "CL": 8980.38,
+      "LBL": 6572.04,
+      "UBL": 11388.7,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-007",
+      "variable": "MOVING RANGE",
+      "CL": 905.54,
+      "LBL": 0.0,
+      "UBL": 2958.65,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-008",
+      "variable": "R1 RESIDUALS",
+      "CL": 9778.51,
+      "LBL": 7478.26,
+      "UBL": 12078.8,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-008",
+      "variable": "MOVING RANGE",
+      "CL": 864.89,
+      "LBL": 0.0,
+      "UBL": 2825.85,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-009",
+      "variable": "R1 RESIDUALS",
+      "CL": 13123.4,
+      "LBL": 10116.9,
+      "UBL": 16129.8,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-009",
+      "variable": "MOVING RANGE",
+      "CL": 1130.43,
+      "LBL": 0.0,
+      "UBL": 3693.44,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-010",
+      "variable": "R1 RESIDUALS",
+      "CL": 12114.6,
+      "LBL": 9221.26,
+      "UBL": 15007.9,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-010",
+      "variable": "MOVING RANGE",
+      "CL": 1087.88,
+      "LBL": 0.0,
+      "UBL": 3554.42,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-011",
+      "variable": "R1 RESIDUALS",
+      "CL": 10683.0,
+      "LBL": 7866.08,
+      "UBL": 13500.0,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-011",
+      "variable": "MOVING RANGE",
+      "CL": 1059.17,
+      "LBL": 0.0,
+      "UBL": 3460.6,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-012",
+      "variable": "R1 RESIDUALS",
+      "CL": 10176.9,
+      "LBL": 7589.88,
+      "UBL": 12764.0,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-012",
+      "variable": "MOVING RANGE",
+      "CL": 972.73,
+      "LBL": 0.0,
+      "UBL": 3178.19,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-013",
+      "variable": "R1 RESIDUALS",
+      "CL": 10967.3,
+      "LBL": 8567.6,
+      "UBL": 13366.9,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-013",
+      "variable": "MOVING RANGE",
+      "CL": 902.27,
+      "LBL": 0.0,
+      "UBL": 2947.96,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-014",
+      "variable": "R1 RESIDUALS",
+      "CL": 10407.7,
+      "LBL": 7240.28,
+      "UBL": 13575.2,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-014",
+      "variable": "MOVING RANGE",
+      "CL": 1190.96,
+      "LBL": 0.0,
+      "UBL": 3891.22,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-015",
+      "variable": "R1 RESIDUALS",
+      "CL": 9974.99,
+      "LBL": 8280.45,
+      "UBL": 11669.5,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-015",
+      "variable": "MOVING RANGE",
+      "CL": 637.15,
+      "LBL": 0.0,
+      "UBL": 2081.74,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-016",
+      "variable": "R1 RESIDUALS",
+      "CL": 8574.67,
+      "LBL": 6692.72,
+      "UBL": 10456.6,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-016",
+      "variable": "MOVING RANGE",
+      "CL": 707.61,
+      "LBL": 0.0,
+      "UBL": 2311.98,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 35,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-017",
+      "variable": "R1 RESIDUALS",
+      "CL": 10958.6,
+      "LBL": 8193.53,
+      "UBL": 13723.6,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 36,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-017",
+      "variable": "MOVING RANGE",
+      "CL": 1039.66,
+      "LBL": 0.0,
+      "UBL": 3396.86,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 37,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-018",
+      "variable": "R1 RESIDUALS",
+      "CL": 14729.2,
+      "LBL": 12445.0,
+      "UBL": 17013.3,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 38,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-018",
+      "variable": "MOVING RANGE",
+      "CL": 858.84,
+      "LBL": 0.0,
+      "UBL": 2806.09,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 39,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-019",
+      "variable": "R1 RESIDUALS",
+      "CL": 11583.1,
+      "LBL": 9201.7,
+      "UBL": 13964.4,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 40,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-019",
+      "variable": "MOVING RANGE",
+      "CL": 895.39,
+      "LBL": 0.0,
+      "UBL": 2925.5,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 41,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-020",
+      "variable": "R1 RESIDUALS",
+      "CL": 11834.6,
+      "LBL": 8580.46,
+      "UBL": 15088.7,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 42,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-020",
+      "variable": "MOVING RANGE",
+      "CL": 1223.55,
+      "LBL": 0.0,
+      "UBL": 3997.7,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 43,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-021",
+      "variable": "R1 RESIDUALS",
+      "CL": 10019.9,
+      "LBL": 7926.41,
+      "UBL": 12113.4,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 44,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-021",
+      "variable": "MOVING RANGE",
+      "CL": 787.16,
+      "LBL": 0.0,
+      "UBL": 2571.87,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 45,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-022",
+      "variable": "R1 RESIDUALS",
+      "CL": 9557.56,
+      "LBL": 7498.4,
+      "UBL": 11616.7,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 46,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-022",
+      "variable": "MOVING RANGE",
+      "CL": 774.24,
+      "LBL": 0.0,
+      "UBL": 2529.68,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 47,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-023",
+      "variable": "R1 RESIDUALS",
+      "CL": 14320.0,
+      "LBL": 10755.6,
+      "UBL": 17884.3,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 48,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-023",
+      "variable": "MOVING RANGE",
+      "CL": 1340.19,
+      "LBL": 0.0,
+      "UBL": 4378.77,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 49,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-024",
+      "variable": "R1 RESIDUALS",
+      "CL": 8749.83,
+      "LBL": 6314.33,
+      "UBL": 11185.3,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 50,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PDCxPT Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": "PDC RSG - ACO-024",
+      "variable": "MOVING RANGE",
+      "CL": 915.75,
+      "LBL": 0.0,
+      "UBL": 2992.01,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 52,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PCE",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 10831.1,
+      "LBL": 10340.9,
+      "UBL": 11321.4,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 53,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PCE",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 300.58,
+      "LBL": 0.0,
+      "UBL": 681.13,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 54,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PCE",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 10831.2,
+      "LBL": 10644.2,
+      "UBL": 11018.3,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 55,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PCE",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 302.12,
+      "LBL": 167.77,
+      "UBL": 436.46,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 56,
+      "analysis_title": "Analysis of PDCxPT Interaction",
+      "chart_title": "R3 Residuals Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": null,
+      "variable": "R3 RESIDUALS",
+      "CL": 10830.2,
+      "LBL": 9087.7,
+      "UBL": 12572.6,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 57,
+      "analysis_title": "Analysis of PDCxPT Interaction",
+      "chart_title": "R3 Residuals Moving Range Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": null,
+      "variable": "MOVING RANGE",
+      "CL": 655.16,
+      "LBL": 0.0,
+      "UBL": 2140.61,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 60,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PCE",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": -1.15,
+      "LBL": -1045.19,
+      "UBL": 1042.88,
+      "axis_labels": null,
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2"
+      },
+      "notes": null
+    }
+  ]
+}
diff --git a/tests/fixtures/bishop_analyses/known_effects_sds_1.json b/tests/fixtures/bishop_analyses/known_effects_sds_1.json
new file mode 100644
index 0000000..8e30299
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/known_effects_sds_1.json
@@ -0,0 +1,683 @@
+{
+  "run": "known_effects_sds_1",
+  "label": "PM SDS 1 KNOWN",
+  "analytic_design_state": 1,
+  "specs": {
+    "lsl": 295,
+    "usl": 305,
+    "target": 300
+  },
+  "source_file": "VAS KNOWN EFFECTS TEST 10-6-26.pptm (VAS run of 10/6/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision); page structure and null pattern from the PM SDS reference for the same ADS.",
+  "pages_extracted": 34,
+  "capability": {
+    "pp": 0.41,
+    "ppk_upper": 0.45,
+    "ppk_lower": 0.38,
+    "pct_below_lsl": 12.78,
+    "pct_above_usl": 9.35,
+    "cp": 0.61,
+    "cpk_upper": 0.67,
+    "cpk_lower": 0.56,
+    "potential_pct_below_lsl": 4.55,
+    "potential_pct_above_usl": 1.95
+  },
+  "loss": {
+    "pct_unexplained": 50.3,
+    "pct_interaction": 30.2,
+    "pct_pdc": 9.6,
+    "pct_time": 8.8,
+    "pct_centering": 1.2,
+    "pct_pdc_f2": 4.9,
+    "pct_pdc_f1": 4.6,
+    "pct_pdc_factor_interaction": 0.0
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 299.54,
+      "LBL": 295.47,
+      "UBL": 303.61,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 2.85,
+      "LBL": 0.0,
+      "UBL": 5.96,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG AVG",
+      "CL": 299.28,
+      "LBL": 295.08,
+      "UBL": 303.48,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG STDEV",
+      "CL": 2.94,
+      "LBL": 0.0,
+      "UBL": 6.15,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG AVG",
+      "CL": 301.09,
+      "LBL": 297.0,
+      "UBL": 305.18,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG STDEV",
+      "CL": 2.87,
+      "LBL": 0.0,
+      "UBL": 5.99,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG AVG",
+      "CL": 299.13,
+      "LBL": 295.2,
+      "UBL": 303.06,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG STDEV",
+      "CL": 2.75,
+      "LBL": 0.0,
+      "UBL": 5.75,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG AVG",
+      "CL": 300.94,
+      "LBL": 296.89,
+      "UBL": 304.99,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG STDEV",
+      "CL": 2.84,
+      "LBL": 0.0,
+      "UBL": 5.93,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG AVG",
+      "CL": 297.05,
+      "LBL": 292.89,
+      "UBL": 301.21,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG STDEV",
+      "CL": 2.91,
+      "LBL": 0.0,
+      "UBL": 6.08,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG AVG",
+      "CL": 298.87,
+      "LBL": 294.73,
+      "UBL": 303.0,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG STDEV",
+      "CL": 2.9,
+      "LBL": 0.0,
+      "UBL": 6.05,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG AVG",
+      "CL": 298.91,
+      "LBL": 294.89,
+      "UBL": 302.93,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG STDEV",
+      "CL": 2.82,
+      "LBL": 0.0,
+      "UBL": 5.88,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG AVG",
+      "CL": 301.06,
+      "LBL": 297.05,
+      "UBL": 305.07,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG STDEV",
+      "CL": 2.81,
+      "LBL": 0.0,
+      "UBL": 5.87,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Current Process Capability",
+      "chart_title": "PM1 H TITLE 1",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 299.54,
+      "LBL": 299.18,
+      "UBL": 299.9,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 2.71,
+      "LBL": 2.45,
+      "UBL": 2.97,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 299.54,
+      "LBL": 298.24,
+      "UBL": 300.84,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 2.72,
+      "LBL": 1.79,
+      "UBL": 3.65,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG AVG",
+      "CL": 299.54,
+      "LBL": 299.28,
+      "UBL": 299.8,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG STDEV",
+      "CL": 2.71,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": "One subgroup per factor level (confirmed by Dr. Bishop, 10/8/2026). These subgroups have more than 343 values, and the 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343 (Minitab's GAMMA limit), so its limits follow N = 500; limits pending his rerun with alpha_N from a table."
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG AVG",
+      "CL": 299.54,
+      "LBL": 299.36,
+      "UBL": 299.72,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG STDEV",
+      "CL": 2.71,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": "One subgroup per factor level (confirmed by Dr. Bishop, 10/8/2026). These subgroups have more than 343 values, and the 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343 (Minitab's GAMMA limit), so its limits follow N = 500; limits pending his rerun with alpha_N from a table."
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Averages",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 299.54,
+      "LBL": 295.47,
+      "UBL": 303.61,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 2.85,
+      "LBL": 0.0,
+      "UBL": 5.96,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Potential Process Capability",
+      "chart_title": "PM1 H TITLE 1",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PM SDS 1 KNOWN",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": 0.0,
+      "LBL": -8.89,
+      "UBL": 8.89,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Maximum Information Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    }
+  ]
+}
diff --git a/tests/fixtures/bishop_analyses/pm_inert_sds_1.json b/tests/fixtures/bishop_analyses/pm_inert_sds_1.json
new file mode 100644
index 0000000..97cbf6b
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/pm_inert_sds_1.json
@@ -0,0 +1,683 @@
+{
+  "run": "pm_inert_sds_1",
+  "label": "PM INERT",
+  "analytic_design_state": 1,
+  "specs": {
+    "lsl": -3,
+    "usl": 3,
+    "target": 0
+  },
+  "source_file": "PM1 INERT.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision); page structure and null pattern from the PM SDS reference for the same ADS.",
+  "pages_extracted": 34,
+  "capability": {
+    "pp": 1.0,
+    "ppk_upper": 1.0,
+    "ppk_lower": 1.0,
+    "pct_below_lsl": 0.1,
+    "pct_above_usl": 0.15,
+    "cp": 1.12,
+    "cpk_upper": 1.12,
+    "cpk_lower": 1.12,
+    "potential_pct_below_lsl": 0.05,
+    "potential_pct_above_usl": 0.05
+  },
+  "loss": {
+    "pct_unexplained": 82.9,
+    "pct_interaction": 14.8,
+    "pct_time": 2.1,
+    "pct_pdc": 0.2,
+    "pct_centering": 0.0,
+    "pct_pdc_f1": 0.1,
+    "pct_pdc_f2": 0.1,
+    "pct_pdc_factor_interaction": 0.1
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": -1.33,
+      "UBL": 1.34,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.94,
+      "LBL": 0.0,
+      "UBL": 1.96,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG AVG",
+      "CL": 0.04,
+      "LBL": -1.27,
+      "UBL": 1.34,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG STDEV",
+      "CL": 0.91,
+      "LBL": 0.0,
+      "UBL": 1.91,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": -1.32,
+      "UBL": 1.33,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG STDEV",
+      "CL": 0.93,
+      "LBL": 0.0,
+      "UBL": 1.94,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG AVG",
+      "CL": 0.07,
+      "LBL": -1.27,
+      "UBL": 1.4,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG STDEV",
+      "CL": 0.94,
+      "LBL": 0.0,
+      "UBL": 1.96,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG AVG",
+      "CL": -0.02,
+      "LBL": -1.43,
+      "UBL": 1.4,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG STDEV",
+      "CL": 0.99,
+      "LBL": 0.0,
+      "UBL": 2.07,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG AVG",
+      "CL": 0.03,
+      "LBL": -1.36,
+      "UBL": 1.42,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG STDEV",
+      "CL": 0.97,
+      "LBL": 0.0,
+      "UBL": 2.03,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG AVG",
+      "CL": -0.11,
+      "LBL": -1.44,
+      "UBL": 1.23,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG STDEV",
+      "CL": 0.94,
+      "LBL": 0.0,
+      "UBL": 1.96,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG AVG",
+      "CL": -0.01,
+      "LBL": -1.26,
+      "UBL": 1.25,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG STDEV",
+      "CL": 0.88,
+      "LBL": 0.0,
+      "UBL": 1.84,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG AVG",
+      "CL": 0.02,
+      "LBL": -1.32,
+      "UBL": 1.36,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG STDEV",
+      "CL": 0.94,
+      "LBL": 0.0,
+      "UBL": 1.96,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Current Process Capability",
+      "chart_title": "PM1 H TITLE 1",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": -0.12,
+      "UBL": 0.12,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.89,
+      "LBL": 0.81,
+      "UBL": 0.98,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": -0.42,
+      "UBL": 0.43,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.89,
+      "LBL": 0.59,
+      "UBL": 1.2,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": -0.08,
+      "UBL": 0.09,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG STDEV",
+      "CL": 0.89,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": "One subgroup per factor level (confirmed by Dr. Bishop, 10/8/2026). These subgroups have more than 343 values, and the 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343 (Minitab's GAMMA limit), so its limits follow N = 500; limits pending his rerun with alpha_N from a table."
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": -0.06,
+      "UBL": 0.06,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG STDEV",
+      "CL": 0.89,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": "One subgroup per factor level (confirmed by Dr. Bishop, 10/8/2026). These subgroups have more than 343 values, and the 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343 (Minitab's GAMMA limit), so its limits follow N = 500; limits pending his rerun with alpha_N from a table."
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Averages",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": -1.33,
+      "UBL": 1.34,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.94,
+      "LBL": 0.0,
+      "UBL": 1.96,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Potential Process Capability",
+      "chart_title": "PM1 H TITLE 1",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PM INERT",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": 0.0,
+      "LBL": -2.94,
+      "UBL": 2.94,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Maximum Information Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    }
+  ]
+}
diff --git a/tests/fixtures/bishop_analyses/vassds3analysis.json b/tests/fixtures/bishop_analyses/pm_inert_sds_2.json
similarity index 61%
rename from tests/fixtures/bishop_analyses/vassds3analysis.json
rename to tests/fixtures/bishop_analyses/pm_inert_sds_2.json
index 0308334..4a6457f 100644
--- a/tests/fixtures/bishop_analyses/vassds3analysis.json
+++ b/tests/fixtures/bishop_analyses/pm_inert_sds_2.json
@@ -1,24 +1,54 @@
 {
-  "source_file": "vassds3analysis.pptm",
-  "extraction_method": "Structured extraction from rendered slide images with OCR-assisted normalization; some noisy OCR fields were corrected using repeated neighboring-slide patterns.",
+  "run": "pm_inert_sds_2",
+  "label": "PM INERT SDS 2",
+  "analytic_design_state": 2,
+  "specs": {
+    "lsl": -3,
+    "usl": 3,
+    "target": 0
+  },
+  "source_file": "PM2 INERT.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision); page structure and null pattern from the PM SDS reference for the same ADS.",
   "pages_extracted": 34,
+  "capability": {
+    "pp": 1.01,
+    "ppk_upper": 0.99,
+    "ppk_lower": 1.04,
+    "pct_below_lsl": 0.13,
+    "pct_above_usl": 0.5,
+    "cp": 1.01,
+    "cpk_upper": 0.98,
+    "cpk_lower": 1.03,
+    "potential_pct_below_lsl": 0.5,
+    "potential_pct_above_usl": 0.25
+  },
+  "loss": {
+    "pct_unexplained": 87.6,
+    "pct_time": 10.5,
+    "pct_pdc": 1.4,
+    "pct_centering": 0.5,
+    "pct_interaction": 0.0,
+    "pct_pdc_f2": 1.0,
+    "pct_pdc_factor_interaction": 0.3,
+    "pct_pdc_f1": 0.1
+  },
   "items": [
     {
       "page_number": 1,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "PM Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
-      "variable": "PM3",
-      "CL": 237.81,
-      "LBL": 234.9,
-      "UBL": 240.72,
+      "variable": "PM2",
+      "CL": 0.08,
+      "LBL": -2.78,
+      "UBL": 2.94,
       "axis_labels": {
         "x": "PDCxPT RSG",
         "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -26,18 +56,18 @@
       "page_number": 2,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "Moving Range Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": "MOVING RANGE",
-      "CL": 1.1,
+      "CL": 1.07,
       "LBL": 0.0,
-      "UBL": 3.58,
+      "UBL": 3.51,
       "axis_labels": {
         "x": "PDCxPT RSG",
         "y": "Moving Range"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -45,18 +75,18 @@
       "page_number": 3,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "PM Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 1-1",
-      "variable": "PM3",
-      "CL": 238.2,
-      "LBL": 235.5,
-      "UBL": 240.9,
+      "variable": "PM2",
+      "CL": 0.23,
+      "LBL": -2.33,
+      "UBL": 2.78,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -64,18 +94,18 @@
       "page_number": 4,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "Moving Range Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 1-1",
       "variable": "MOVING RANGE",
-      "CL": 1.02,
+      "CL": 0.96,
       "LBL": 0.0,
-      "UBL": 3.32,
+      "UBL": 3.14,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Moving Range"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -83,18 +113,18 @@
       "page_number": 5,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "PM Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 1-2",
-      "variable": "PM3",
-      "CL": 238.66,
-      "LBL": 235.81,
-      "UBL": 241.51,
+      "variable": "PM2",
+      "CL": -0.09,
+      "LBL": -2.92,
+      "UBL": 2.74,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -102,18 +132,18 @@
       "page_number": 6,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "Moving Range Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 1-2",
       "variable": "MOVING RANGE",
-      "CL": 1.07,
+      "CL": 1.06,
       "LBL": 0.0,
-      "UBL": 3.5,
+      "UBL": 3.47,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Moving Range"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -121,18 +151,18 @@
       "page_number": 7,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "PM Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 2-1",
-      "variable": "PM3",
-      "CL": 237.3,
-      "LBL": 234.47,
-      "UBL": 240.13,
+      "variable": "PM2",
+      "CL": 0.2,
+      "LBL": -2.24,
+      "UBL": 2.64,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -140,18 +170,18 @@
       "page_number": 8,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "Moving Range Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 2-1",
       "variable": "MOVING RANGE",
-      "CL": 1.06,
+      "CL": 0.92,
       "LBL": 0.0,
-      "UBL": 3.48,
+      "UBL": 3.0,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Moving Range"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -159,18 +189,18 @@
       "page_number": 9,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "PM Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 2-2",
-      "variable": "PM3",
-      "CL": 238.99,
-      "LBL": 236.2,
-      "UBL": 241.79,
+      "variable": "PM2",
+      "CL": 0.06,
+      "LBL": -3.08,
+      "UBL": 3.2,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -178,18 +208,18 @@
       "page_number": 10,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "Moving Range Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 2-2",
       "variable": "MOVING RANGE",
-      "CL": 1.05,
+      "CL": 1.18,
       "LBL": 0.0,
-      "UBL": 3.43,
+      "UBL": 3.86,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Moving Range"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -197,18 +227,18 @@
       "page_number": 11,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "PM Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 3-1",
-      "variable": "PM3",
-      "CL": 236.66,
-      "LBL": 233.58,
-      "UBL": 239.73,
+      "variable": "PM2",
+      "CL": 0.21,
+      "LBL": -2.68,
+      "UBL": 3.11,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -216,18 +246,18 @@
       "page_number": 12,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "Moving Range Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 3-1",
       "variable": "MOVING RANGE",
-      "CL": 1.16,
+      "CL": 1.09,
       "LBL": 0.0,
-      "UBL": 3.78,
+      "UBL": 3.55,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Moving Range"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -235,18 +265,18 @@
       "page_number": 13,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "PM Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 3-2",
-      "variable": "PM3",
-      "CL": 237.03,
-      "LBL": 234.01,
-      "UBL": 240.05,
+      "variable": "PM2",
+      "CL": -0.12,
+      "LBL": -2.98,
+      "UBL": 2.74,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -254,18 +284,18 @@
       "page_number": 14,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "Moving Range Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 3-2",
       "variable": "MOVING RANGE",
-      "CL": 1.14,
+      "CL": 1.07,
       "LBL": 0.0,
-      "UBL": 3.71,
+      "UBL": 3.51,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Moving Range"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -273,18 +303,18 @@
       "page_number": 15,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "PM Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 4-1",
-      "variable": "PM3",
-      "CL": 237.51,
-      "LBL": 234.53,
-      "UBL": 240.48,
+      "variable": "PM2",
+      "CL": 0.1,
+      "LBL": -2.83,
+      "UBL": 3.03,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -292,18 +322,18 @@
       "page_number": 16,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "Moving Range Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 4-1",
       "variable": "MOVING RANGE",
-      "CL": 1.12,
+      "CL": 1.1,
       "LBL": 0.0,
-      "UBL": 3.65,
+      "UBL": 3.6,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Moving Range"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -311,18 +341,18 @@
       "page_number": 17,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "PM Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 4-2",
-      "variable": "PM3",
-      "CL": 238.14,
-      "LBL": 235.23,
-      "UBL": 241.06,
+      "variable": "PM2",
+      "CL": 0.03,
+      "LBL": -3.19,
+      "UBL": 3.25,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -330,94 +360,94 @@
       "page_number": 18,
       "analysis_title": "Analysis of Original Performance Measurement Behavior",
       "chart_title": "Moving Range Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PDC RSG - 4-2",
       "variable": "MOVING RANGE",
-      "CL": 1.1,
+      "CL": 1.21,
       "LBL": 0.0,
-      "UBL": 3.58,
+      "UBL": 3.95,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Moving Range"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
     {
       "page_number": 19,
       "analysis_title": "Current Process Capability",
-      "chart_title": "PM3 H TITLE 1",
-      "chart_subtitle": "PM3 H TITLE 2",
+      "chart_title": "PM2 H TITLE 1",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": null,
       "CL": null,
       "LBL": null,
       "UBL": null,
       "axis_labels": {
-        "x": "PM3 in Grams",
+        "x": "PM2 in Grams",
         "y": "Percent"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
-      "notes": "Chart title placeholders 'H TITLE 1/2' appear unreplaced in source slide."
+      "notes": null
     },
     {
       "page_number": 20,
       "analysis_title": "Process Design Condition Main Effects Analysis",
       "chart_title": "Analysis of PDC RSG Sample Averages",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": "RSG AVG",
-      "CL": 237.83,
-      "LBL": null,
-      "UBL": null,
+      "CL": 0.08,
+      "LBL": -0.22,
+      "UBL": 0.38,
       "axis_labels": {
         "x": "PDC RSG",
         "y": "Sample Average"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
     {
       "page_number": 21,
-      "analysis_title": "Process Design Factor Main Effects Analysis",
-      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
-      "chart_subtitle": "PM3 in Grams",
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": "RSG STDEV",
-      "CL": 0.71,
-      "LBL": null,
-      "UBL": null,
+      "CL": 0.99,
+      "LBL": 0.78,
+      "UBL": 1.2,
       "axis_labels": {
         "x": "PDC RSG",
         "y": "Sample Standard Deviation"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
-      "notes": "Title OCR was noisy on the slide image; chart context indicates a standard-deviation main-effects chart."
+      "notes": null
     },
     {
       "page_number": 22,
       "analysis_title": "Production Time Main Effects Analysis",
       "chart_title": "Analysis of PT RSG Sample Averages",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": "RSG AVG",
-      "CL": 237.83,
-      "LBL": null,
-      "UBL": null,
+      "CL": 0.08,
+      "LBL": -1.03,
+      "UBL": 1.19,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Sample Average"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -425,18 +455,18 @@
       "page_number": 23,
       "analysis_title": "Production Time Main Effects Analysis",
       "chart_title": "Analysis of PT RSG Sample Standard Deviations",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": "RSG STDEV",
-      "CL": 0.71,
-      "LBL": null,
-      "UBL": null,
+      "CL": 1.01,
+      "LBL": 0.19,
+      "UBL": 1.83,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Sample Standard Deviation"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -444,67 +474,67 @@
       "page_number": 24,
       "analysis_title": "Process Design Factor Main Effects Analysis",
       "chart_title": "Analysis of PD Factor Sample Averages",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PD Factor - F1",
       "variable": "RSG AVG",
-      "CL": 237.83,
-      "LBL": null,
-      "UBL": null,
+      "CL": 0.08,
+      "LBL": -0.13,
+      "UBL": 0.29,
       "axis_labels": {
         "x": "PD Factor RSG",
         "y": "Sample Average"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
     {
       "page_number": 25,
-      "analysis_title": "Process Design Factor Main Effects Analysis",
-      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
-      "chart_subtitle": "PM3 in Grams",
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PD Factor - F1",
       "variable": "RSG STDEV",
-      "CL": 0.71,
-      "LBL": null,
-      "UBL": null,
+      "CL": 0.99,
+      "LBL": 0.84,
+      "UBL": 1.14,
       "axis_labels": {
         "x": "PD Factor RSG",
         "y": "Sample Standard Deviation"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
-      "notes": "Title OCR was noisy on the slide image; corrected using chart context and neighboring slides."
+      "notes": null
     },
     {
       "page_number": 26,
       "analysis_title": "Process Design Factor Main Effects Analysis",
       "chart_title": "Analysis of PD Factor Sample Averages",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PD Factor - F2",
       "variable": "RSG AVG",
-      "CL": 237.82,
-      "LBL": null,
-      "UBL": null,
+      "CL": 0.08,
+      "LBL": -0.07,
+      "UBL": 0.23,
       "axis_labels": {
         "x": "PD Factor RSG",
         "y": "Sample Average"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
     {
       "page_number": 27,
-      "analysis_title": "Process Design Factor Main Effects Analysis",
-      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
-      "chart_subtitle": "PM3 in Grams",
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": "PD Factor - F2",
       "variable": "RSG STDEV",
-      "CL": 0.71,
+      "CL": 0.99,
       "LBL": null,
       "UBL": null,
       "axis_labels": {
@@ -512,26 +542,26 @@
         "y": "Sample Standard Deviation"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
-      "notes": "Title OCR was noisy on the slide image; corrected using chart context and neighboring slides."
+      "notes": null
     },
     {
       "page_number": 28,
       "analysis_title": "Analysis of PDCxPT Interaction",
       "chart_title": "R3 Residuals Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": "R3 RESIDUALS",
-      "CL": 237.81,
-      "LBL": 234.87,
-      "UBL": 240.76,
+      "CL": 0.08,
+      "LBL": -5.98,
+      "UBL": 6.13,
       "axis_labels": {
         "x": "PDCxPT RSG",
-        "y": "Residual Value"
+        "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
@@ -539,26 +569,26 @@
       "page_number": 29,
       "analysis_title": "Analysis of R3 Residuals",
       "chart_title": "Moving Range Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": "MOVING RANGE",
-      "CL": 1.11,
+      "CL": 2.28,
       "LBL": 0.0,
-      "UBL": 3.62,
+      "UBL": 7.44,
       "axis_labels": {
         "x": "PDCxPT RSG",
         "y": "Moving Range"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
     {
       "page_number": 30,
       "analysis_title": "Taguchi Loss Function Analysis",
-      "chart_title": null,
-      "chart_subtitle": "PM3 in Grams",
+      "chart_title": "PM2 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": null,
       "CL": null,
@@ -566,18 +596,18 @@
       "UBL": null,
       "axis_labels": {
         "x": "Components Contributing to Average Loss",
-        "y": "Contribution to Average Loss (%)"
+        "y": "Contribution to Average Loss"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
     {
       "page_number": 31,
       "analysis_title": "Taguchi Loss Function Analysis",
-      "chart_title": null,
-      "chart_subtitle": "PM3 in Grams",
+      "chart_title": "PM2 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": null,
       "CL": null,
@@ -585,67 +615,67 @@
       "UBL": null,
       "axis_labels": {
         "x": "Components Contributing to Average Loss",
-        "y": "Contribution to Average Loss (%)"
+        "y": "Contribution to Average Loss"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
     {
       "page_number": 32,
       "analysis_title": "Potential Process Capability",
-      "chart_title": "PM3 H TITLE 1",
-      "chart_subtitle": "PM3 H TITLE 2",
+      "chart_title": "PM2 H TITLE 1",
+      "chart_subtitle": null,
       "context_subtitle": null,
       "variable": null,
       "CL": null,
       "LBL": null,
       "UBL": null,
       "axis_labels": {
-        "x": "PM3 in Grams",
+        "x": "PM2 in Grams",
         "y": "Percent"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
-      "notes": "Chart title placeholders 'H TITLE 1/2' appear unreplaced in source slide."
+      "notes": null
     },
     {
       "page_number": 33,
       "analysis_title": "Test of Maximum Information",
       "chart_title": "R2 Residuals Individuals Chart",
-      "chart_subtitle": "PM3 in Grams",
+      "chart_subtitle": "PM INERT SDS 2",
       "context_subtitle": null,
       "variable": "R2 RESIDUALS",
       "CL": 0.0,
-      "LBL": -2.47,
-      "UBL": 2.47,
+      "LBL": -3.53,
+      "UBL": 3.53,
       "axis_labels": {
         "x": "PDCxPT RSG",
-        "y": "Residual Value"
+        "y": "Individual Value"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     },
     {
       "page_number": 34,
       "analysis_title": "Maximum Information Analysis",
-      "chart_title": null,
-      "chart_subtitle": "PM3 in Grams",
+      "chart_title": "PM2 in Grams",
+      "chart_subtitle": null,
       "context_subtitle": null,
       "variable": null,
       "CL": null,
       "LBL": null,
       "UBL": null,
       "axis_labels": {
-        "x": "PM3 in Grams",
+        "x": "PM2 in Grams",
         "y": "Percent"
       },
       "package": {
-        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
       "notes": null
     }
diff --git a/tests/fixtures/bishop_analyses/pm_inert_sds_3.json b/tests/fixtures/bishop_analyses/pm_inert_sds_3.json
new file mode 100644
index 0000000..11c5765
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/pm_inert_sds_3.json
@@ -0,0 +1,1096 @@
+{
+  "run": "pm_inert_sds_3",
+  "label": "PM INERT SDS 3",
+  "analytic_design_state": 3,
+  "specs": {
+    "lsl": -3,
+    "usl": 3,
+    "target": 0
+  },
+  "source_file": "PM3 INERT.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision); page structure and null pattern from the PM SDS reference for the same ADS.",
+  "pages_extracted": 34,
+  "capability": {
+    "pp": 1.0,
+    "ppk_upper": 0.99,
+    "ppk_lower": 1.0,
+    "pct_below_lsl": 0.13,
+    "pct_above_usl": 0.2,
+    "cp": 0.92,
+    "cpk_upper": 0.91,
+    "cpk_lower": 0.92,
+    "potential_pct_below_lsl": 0.33,
+    "potential_pct_above_usl": 0.33
+  },
+  "loss": {
+    "pct_unexplained": 97.2,
+    "pct_time": 2.6,
+    "pct_pdc": 0.2,
+    "pct_centering": 0.0,
+    "pct_interaction": 0.0,
+    "pct_pdc_f1": 0.1,
+    "pct_pdc_factor_interaction": 0.1,
+    "pct_pdc_f2": 0.0
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02917,
+        "levels": [
+          -2.9708,
+          -2.0958,
+          -1.7167,
+          -1.4833,
+          -1.3375,
+          1.3458,
+          1.5208,
+          1.7542,
+          2.1333,
+          3.0083
+        ],
+        "LBL": "43144222443243412143413213324322231313431133433232123323444424324132342311443334233332434232243343322124231242232224321243334433300333224432131234343244324344344443424331342424442130242334232132433434323423332243233322343324334343323244332243243242443324213344442331322212434323323243331244324333413432143223314243413233422043233324333234422324434423133323334433323432232110442044323343342432432433423343342243231333111243323443124444433334241324243233404332323243411334323334233434312323201124433043323331333434343343333444423234403234243324112421423432323213123433332333323233442341323344334224143441434424343302244143231224432420324413303423434223243244332332331344224224232224443423332303133333231333333444403444333123423343034333322241321323444231232444432333213332222104323343342321422433243234",
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
+      }
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.91,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01442,
+        "levels": [
+          0.0046,
+          1.8934,
+          2.0664,
+          2.326,
+          2.9604
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
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
+      }
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02008,
+        "levels": [
+          -2.0442,
+          -1.6827,
+          -1.4418,
+          -1.3012,
+          1.3293,
+          1.4699,
+          1.6908,
+          2.0723
+        ],
+        "LBL": "3203311133213230103230210221321112020232002232212101221233331321302123120033222312222132312113223221",
+        "UBL": "4574466644564547674547567556456665757545775545565676556544446456475654657744555465555645465664554556"
+      }
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG STDEV",
+      "CL": 0.87,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01406,
+        "levels": [
+          0.004,
+          1.8173,
+          1.9859,
+          2.239,
+          2.8574
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "1241133311231214341214234223123332424212442212232343223211113123142321324411222132222312132331221223"
+      }
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02941,
+        "levels": [
+          -3.0,
+          -2.1176,
+          -1.7353,
+          -1.5,
+          -1.3235,
+          1.3529,
+          1.5294,
+          1.7647,
+          2.1471,
+          3.0294
+        ],
+        "LBL": "2124231242232224321243334433300333224432131234343244324344344443424331342424442130242334232132433434",
+        "UBL": "7875768757767775678756665566699666775567868765656755675655655556575668657575557869757665767867566565"
+      }
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG STDEV",
+      "CL": 0.91,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01455,
+        "levels": [
+          0.001,
+          1.9075,
+          2.0676,
+          2.3441,
+          2.9844
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "3431324313323331234312221122222233112342432121231123121121111213122421313111342313221323423122121"
+      }
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG AVG",
+      "CL": 0.07,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02439,
+        "levels": [
+          -2.0976,
+          -1.7073,
+          -1.4634,
+          -1.2927,
+          1.439,
+          1.6098,
+          1.8293,
+          2.2439
+        ],
+        "LBL": "2123122211321222112322132232322121332211321321313322131022333312202111013232122121322201332132223023",
+        "UBL": "5654655566456555665455645545455656445566456456464455646755444465575666764545655656455576445645554754"
+      }
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG STDEV",
+      "CL": 0.93,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01485,
+        "levels": [
+          0.0048,
+          1.9496,
+          2.1278,
+          2.395,
+          3.0483
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2321322233123222332122312212122323112233123123131122313422111132242333431212322323122243112312221421"
+      }
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG AVG",
+      "CL": 0.05,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02985,
+        "levels": [
+          -3.0064,
+          -2.1109,
+          -1.7228,
+          -1.484,
+          -1.3049,
+          1.4414,
+          1.5906,
+          1.8294,
+          2.2175,
+          3.113
+        ],
+        "LBL": "3214322331424341323342204323332433323442232443442313332333443332343223211044204432334334243243243342",
+        "UBL": "6785677668575658676657795676667566676557767556557686667666556667656776788955795567665665756756756657"
+      }
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG STDEV",
+      "CL": 0.93,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01485,
+        "levels": [
+          0.0048,
+          1.9496,
+          2.1129,
+          2.395,
+          3.0483
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2341233224131214232213312322231222321133231121132422232221122232123323441131123221221312312312213"
+      }
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG AVG",
+      "CL": 0.04,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.03593,
+        "levels": [
+          -3.1776,
+          -2.2076,
+          -1.8124,
+          -1.5609,
+          -1.3812,
+          1.4571,
+          1.6367,
+          1.8882,
+          2.3194,
+          3.2535
+        ],
+        "LBL": "3343342243231333111243323443124444433334241324243233404332323243411334323334233434312323201124433043",
+        "UBL": "6656657756768666888756676556875555566665758675756766595667676756588665676665766565687676798875566956"
+      }
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG STDEV",
+      "CL": 0.97,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01634,
+        "levels": [
+          -0.0027,
+          2.0237,
+          2.1872,
+          2.4813,
+          3.1677
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2212213312324222444312232112431111122221314231312322112232323121442212322213221212432323443112212"
+      }
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG AVG",
+      "CL": -0.09,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02914,
+        "levels": [
+          -3.0676,
+          -2.1935,
+          -1.8148,
+          -1.5817,
+          -1.4069,
+          1.2445,
+          1.4194,
+          1.6524,
+          2.0312,
+          2.9053
+        ],
+        "LBL": "3233313334343433433334444232344032342433241124214234323232131234333323333232334423413233443342241434",
+        "UBL": "6766686665656566566665555767655967657566758875785765676767868765666676666767665576586766556657758565"
+      }
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG STDEV",
+      "CL": 0.9,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0144,
+        "levels": [
+          0.0,
+          1.8868,
+          2.0453,
+          2.3189,
+          2.9527
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "232224222121212212222111132321123213122314431341321232323424321222232222323221132142322112213314121"
+      }
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02711,
+        "levels": [
+          -2.7415,
+          -1.9555,
+          -1.576,
+          -1.3591,
+          -1.2236,
+          1.243,
+          1.4056,
+          1.6225,
+          1.9748,
+          2.788
+        ],
+        "LBL": "4143442434330224414323122443242032441330342343422324324433233233134422422423222444342333230313333323",
+        "UBL": "5856557565669775585676877556757967558669657656577675675566766766865577577576777555657666769686666676"
+      }
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG STDEV",
+      "CL": 0.84,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.7482,
+          1.9024,
+          2.1547,
+          2.7432
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "141211312122331141232433112313231142221321213323123112232232242113313313233311121322232242222232"
+      }
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02887,
+        "levels": [
+          -2.9443,
+          -2.0784,
+          -1.7031,
+          -1.4722,
+          -1.299,
+          1.3278,
+          1.501,
+          1.732,
+          2.1072,
+          2.9732
+        ],
+        "LBL": "1333333444403444333123423343034333322241321323444231232444432333213332222104323343342321422433243234",
+        "UBL": "8666666555596555666876576656965666677758678676555768767555567666786667777895676656657678577566756765"
+      }
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG STDEV",
+      "CL": 0.9,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01437,
+        "levels": [
+          -0.001,
+          1.8819,
+          2.04,
+          2.3131,
+          2.9456
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "4222222111121112224321322122122223331423423211132432311112322234222333341232212213234133122312321"
+      }
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Current Process Capability",
+      "chart_title": "PM3 H TITLE 1",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00164,
+        "levels": [
+          -0.1497,
+          0.18
+        ],
+        "LBL": "00000000",
+        "UBL": "11111111"
+      }
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.09,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00099,
+        "levels": [
+          0.9901,
+          1.1903
+        ],
+        "LBL": "00000000",
+        "UBL": "11111111",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00794,
+        "levels": [
+          -0.6984,
+          -0.6667,
+          -0.6587,
+          -0.6429,
+          -0.627,
+          -0.619,
+          -0.6111,
+          -0.6032,
+          -0.5873,
+          -0.5794,
+          -0.5714,
+          -0.5635,
+          -0.5476,
+          -0.5397,
+          -0.5317,
+          0.5635,
+          0.5714,
+          0.5873,
+          0.5952,
+          0.6032,
+          0.6111,
+          0.627,
+          0.6349,
+          0.6429,
+          0.6508,
+          0.6667,
+          0.6746,
+          0.6984,
+          0.7063,
+          0.7381
+        ],
+        "LBL": "837ea849dab65ab98187c885acd86874a8aa5cc34a09acc9b66a9599dbbd8ab9a2a86765448e76aca7b97879a8349a9da6bc",
+        "UBL": "lqmfjlpkgjinojiklslmhllojhglnlmpjljjohhqpjtkjhhkinnjkokkgiigljikjrjlnmnopplfmnjhjmikmlmkjlqpkjkgjnih"
+      }
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.09,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00561,
+        "levels": [
+          0.5722,
+          0.589,
+          0.6002,
+          0.6227,
+          0.6283,
+          0.6395,
+          0.6507,
+          0.662,
+          0.6676,
+          0.6788,
+          0.69,
+          0.7013,
+          1.4814,
+          1.487,
+          1.4982,
+          1.5095,
+          1.5207,
+          1.5319,
+          1.5375,
+          1.5487,
+          1.56,
+          1.5712,
+          1.5824,
+          1.6105
+        ],
+        "LBL": "736b8738a89548987176a7748aa7576387884aa338088aa895588488a99a789882875654337b658a869867688733888a859a",
+        "UBL": "gkhcfgjfdfeiifefgmghdggifddgighjfgffiddkjfnffddfeiiffiffdeedgfefflfgihiijjgchifdfhefhghffgkjfffdfied"
+      }
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00122,
+        "levels": [
+          -0.111,
+          -0.1,
+          0.1305
+        ],
+        "LBL": "0110",
+        "UBL": "2222"
+      }
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG STDEV",
+      "CL": 1.09,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00103,
+        "levels": [
+          0.9802,
+          1.1905
+        ],
+        "LBL": "0000",
+        "UBL": "1111",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00083,
+        "levels": [
+          -0.0698,
+          0.0999
+        ],
+        "LBL": "00",
+        "UBL": "11"
+      }
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG STDEV",
+      "CL": 1.09,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00103,
+        "levels": [
+          0.9802,
+          1.1905
+        ],
+        "LBL": "00",
+        "UBL": "11",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.02,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.04132,
+        "levels": [
+          -3.6529,
+          -2.5785,
+          -2.0826,
+          -1.7934,
+          -1.6281,
+          1.6777,
+          1.843,
+          2.1322,
+          2.6281,
+          3.7025
+        ],
+        "LBL": "33144222443243412143413213324322231313431133433232123323444424324132342311443334233332434232243343322124231242232224321243334433300333224432131234343244324344344443424331342424442130242334232132433434323423332243233322343324334343323244332243243242443324213344442331322212434323323243331244324333413432143223314243413233422043233324333234422324434423133323334433323432232110442044323343342432432433423343342243231333111243323443124444433334241324243233404332323243411334323334233434312323201124433043323331333434343343333444423234403234243324112421423432323213123433332333323233442341323344334224143441434424343302244143231224432420324413303423434223243244332332331344224224232224443423332303133333231333333444403444333123423343034333322241321323444231232444432333213332222104323343342321422433243234",
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
+      }
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.1,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01869,
+        "levels": [
+          -0.0037,
+          2.314,
+          2.5009,
+          2.8374,
+          3.6224
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
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
+      }
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss (%)"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss (%)"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Potential Process Capability",
+      "chart_title": "PM3 H TITLE 1",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": 0.0,
+      "LBL": -4.05,
+      "UBL": 4.05,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Residual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Maximum Information Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM INERT SDS 3",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    }
+  ],
+  "drawn_limits_method": "Where VAS prints \"UNEQUAL\", the LBL/UBL of every subgroup are read from the red limit lines in the chart drawing (EMF, 576 x 384 units) and scaled by the y-axis ticks: good to about one drawing unit ('unit', in the response's units)."
+}
diff --git a/tests/fixtures/bishop_analyses/pm_inert_sds_4.json b/tests/fixtures/bishop_analyses/pm_inert_sds_4.json
new file mode 100644
index 0000000..bbeee42
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/pm_inert_sds_4.json
@@ -0,0 +1,1101 @@
+{
+  "run": "pm_inert_sds_4",
+  "label": "PM INERT SDS 4",
+  "analytic_design_state": 1,
+  "specs": {
+    "lsl": -3,
+    "usl": 3,
+    "target": 0
+  },
+  "source_file": "PM4 INERT.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision); page structure and null pattern from the PM SDS reference for the same ADS.",
+  "pages_extracted": 34,
+  "capability": {
+    "pp": 1.01,
+    "ppk_upper": 1.01,
+    "ppk_lower": 1.01,
+    "pct_below_lsl": 0.11,
+    "pct_above_usl": 0.11,
+    "cp": 1.26,
+    "cpk_upper": 1.26,
+    "cpk_lower": 1.26,
+    "potential_pct_below_lsl": 0.0,
+    "potential_pct_above_usl": 0.0
+  },
+  "loss": {
+    "pct_unexplained": 71.0,
+    "pct_interaction": 24.4,
+    "pct_time": 4.2,
+    "pct_pdc": 0.4,
+    "pct_centering": 0.0,
+    "pct_pdc_factor_interaction": 0.3,
+    "pct_pdc_f1": 0.2,
+    "pct_pdc_f2": 0.0
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02695,
+        "levels": [
+          -2.052,
+          -1.6747,
+          -1.4321,
+          -1.2974,
+          1.3167,
+          1.4514,
+          1.6939,
+          2.0712
+        ],
+        "LBL": "102001110102223001100203001112110112211200010011011212001210000110221000201321001110111122112210031110311012210302110110011201202022121102012221110202110110011102011101001110202111023122003223110021212112010110021111111322002012011010100011120300100202012021202221103111102100002003120101310103032011210021201010100011201011002232000212331120201110111202210301011000112021000102102012311120001211120211011120012110000110112122102121100111311211212000100000111010101013010100011000122102101111012002110000020000102011211000002021121100101200121033220001101101110102000011100020220300010100200200011102100111220000100120011111102002112000001222",
+        "UBL": "675776667675554776677574776665667665566577767766766565776567777667556777576456776667666655665567746667466765567475667667766576575755656675765556667575667667766675766676776667575666754655774554667756565665767667756666666455775765766767677766657477677575765756575556674666675677775774657676467674745766567756576767677766576766775545777565446657576667666575567476766777665756777675675765466657776566657566766657765667777667665655675656677666466566565777677777666767676764767677766777655675676666765775667777757777675766566777775756656677676577656744557776676676667675777766677757557477767677577577766675677666557777677657766666675775665777776555"
+      }
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.84,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01677,
+        "levels": [
+          -0.0028,
+          1.7584,
+          1.9093,
+          2.1609,
+          2.7312
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443334333322332234413334133432234142334334433243242422323342432223334242334334433342433343443334242333421322441221334423232332434334423333333122442432433434344433324144344242432423242223341333342344442441324343134341412433234423243434344433243433442212444232113324243334333242234143433444332423444342342432133324443233324233433324432334444334332322342323344333133233232444344444333434343431434344433444322342343333432442334444424444342433233444442423323344343244323411224443343343334342444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG AVG",
+      "CL": 0.05,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02033,
+        "levels": [
+          -2.0366,
+          -1.6504,
+          -1.4268,
+          -1.2642,
+          1.378,
+          1.5203,
+          1.7439,
+          2.1301
+        ],
+        "LBL": "102001110102223001100203001112110112211200010011011212001210000110221000201321001",
+        "UBL": "675776667675554776677574776665667665566577767766766565776567777667556777576456776"
+      }
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG STDEV",
+      "CL": 0.85,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01483,
+        "levels": [
+          0.0042,
+          1.7691,
+          1.9174,
+          2.1695,
+          2.7627
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443"
+      }
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG AVG",
+      "CL": 0.1,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02294,
+        "levels": [
+          -1.9159,
+          -1.5489,
+          -1.3196,
+          -1.182,
+          1.3869,
+          1.5245,
+          1.7538,
+          2.1208
+        ],
+        "LBL": "11011112211221003111031101221030211011001120120202212110201222111020211011001110",
+        "UBL": "66766665566556774666746676556747566766776657657575565667576555666757566766776667"
+      }
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG STDEV",
+      "CL": 0.83,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.75,
+          1.89,
+          2.128,
+          2.716
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "33433332233223441333413343223414233433443324324242232334243222333424233433443334"
+      }
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01949,
+        "levels": [
+          -2.0,
+          -1.6296,
+          -1.4152,
+          -1.2593,
+          1.2554,
+          1.4113,
+          1.6257,
+          1.9961
+        ],
+        "LBL": "20111010011102021110231220032231100212121120101100211111113220020120110101000",
+        "UBL": "57666767766675756667546557745546677565656657676677566666664557757657667676777"
+      }
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG STDEV",
+      "CL": 0.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.722,
+          1.862,
+          2.114,
+          2.688
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "24333434433342423334213224412213344232323324343344233333331224424324334343444"
+      }
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG AVG",
+      "CL": -0.02,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02028,
+        "levels": [
+          -2.1014,
+          -1.716,
+          -1.4929,
+          -1.3509,
+          1.3063,
+          1.4483,
+          1.6714,
+          2.0568
+        ],
+        "LBL": "1112030010020201202120222110311110210000200312010131010303201121002120101010001120",
+        "UBL": "6665747767757576575657555667466667567777577465767646767474576656775657676767776657"
+      }
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG STDEV",
+      "CL": 0.85,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.7763,
+          1.9164,
+          2.1687,
+          2.7573
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "3332414434424243242324222334133334234444244132434313434141243323442324343434443324"
+      }
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG AVG",
+      "CL": 0.05,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0216,
+        "levels": [
+          -2.1685,
+          -1.7797,
+          -1.5205,
+          -1.3693,
+          1.46,
+          1.6112,
+          1.8704,
+          2.2592
+        ],
+        "LBL": "10110022320002123311202011101112022103010110001120210001021020123111200012111202",
+        "UBL": "67667755457775654466575766676665755674767667776657567776756757654666577765666575"
+      }
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG STDEV",
+      "CL": 0.91,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01442,
+        "levels": [
+          0.0046,
+          1.8934,
+          2.0664,
+          2.326,
+          2.9604
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "34334422124442321133242433343332422341434334443324234443423424321333244432333242"
+      }
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG AVG",
+      "CL": -0.15,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01961,
+        "levels": [
+          -2.1569,
+          -1.7843,
+          -1.5686,
+          -1.4118,
+          1.1176,
+          1.2745,
+          1.4902,
+          1.8627
+        ],
+        "LBL": "110111200121100001101121221021211001113112112120001000001110101010130101000110001",
+        "UBL": "667666577656677776676656556756566776664665665657776777776667676767647676777667776"
+      }
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG STDEV",
+      "CL": 0.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.708,
+          1.848,
+          2.1,
+          2.674
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "334333244323344443343323223423233443331332332324443444443334343434314343444334443"
+      }
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG AVG",
+      "CL": -0.06,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02285,
+        "levels": [
+          -2.0002,
+          -1.6347,
+          -1.4291,
+          -1.292,
+          1.1754,
+          1.3353,
+          1.5409,
+          1.9064
+        ],
+        "LBL": "2210210111101200211000002000010201121100000202112110010120012103322000110110111010",
+        "UBL": "5567567666676577566777775777767576656677777575665667767657765674455777667667666767"
+      }
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG STDEV",
+      "CL": 0.78,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01677,
+        "levels": [
+          -0.0028,
+          1.641,
+          1.7752,
+          2.0268,
+          2.5635
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2234234333343244233444442444434243323344444242332334434324432341122444334334333434"
+      }
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG AVG",
+      "CL": 0.05,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02041,
+        "levels": [
+          -2.0408,
+          -1.6531,
+          -1.4286,
+          -1.2653,
+          1.3673,
+          1.5306,
+          1.7551,
+          2.1429
+        ],
+        "LBL": "2000011100020220300010100200200011102100111220000100120011111102002112000001222",
+        "UBL": "5777766677757557477767677577577766675677666557777677657766666675775665777776555"
+      }
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG STDEV",
+      "CL": 0.84,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.7482,
+          1.9024,
+          2.1547,
+          2.7292
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Current Process Capability",
+      "chart_title": "PM1 H TITLE 1",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0018,
+        "levels": [
+          -0.1605,
+          -0.1497,
+          0.1501,
+          0.1609
+        ],
+        "LBL": "01011000",
+        "UBL": "32322333"
+      }
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.8,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00112,
+        "levels": [
+          0.68,
+          0.6901,
+          0.9002,
+          0.9103
+        ],
+        "LBL": "01011000",
+        "UBL": "32322333"
+      }
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00738,
+        "levels": [
+          -0.7507,
+          -0.7064,
+          -0.6769,
+          -0.6622,
+          -0.6327,
+          -0.6105,
+          -0.5884,
+          -0.5663,
+          -0.5589,
+          -0.5368,
+          -0.5294,
+          -0.5073,
+          -0.4999,
+          -0.4925,
+          -0.4778,
+          -0.4704,
+          -0.4556,
+          -0.4483,
+          -0.4409,
+          0.4515,
+          0.4737,
+          0.481,
+          0.4958,
+          0.5032,
+          0.5253,
+          0.5327,
+          0.5401,
+          0.5548,
+          0.5696,
+          0.5917,
+          0.5991,
+          0.6212,
+          0.6433,
+          0.6728,
+          0.7023,
+          0.7318,
+          0.7613
+        ],
+        "LBL": "bc546b88943eeb6b5e7ieb74d4dc696ca78697h25b33cbfaaa4978889d078696h994a97fh9b08b19ac9b3gaa89882439bd3a",
+        "UBL": "povwupssrwxmmpupvmtjmptwnwnouruoqtsurtkyvpxxoplqqqwrtsssrnAtsurukrrwqrtlkrpAspzrqorpxkqqsrssywxrpnxq"
+      }
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.78,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00552,
+        "levels": [
+          0.2225,
+          0.2501,
+          0.2832,
+          0.2998,
+          0.3219,
+          0.344,
+          0.3495,
+          0.3716,
+          0.3826,
+          0.3937,
+          0.3992,
+          0.4103,
+          0.4213,
+          0.4323,
+          0.4434,
+          0.4489,
+          0.46,
+          0.471,
+          1.1006,
+          1.1116,
+          1.1227,
+          1.1337,
+          1.1393,
+          1.1503,
+          1.1613,
+          1.1724,
+          1.1834,
+          1.189,
+          1.2,
+          1.2221,
+          1.2331,
+          1.2497,
+          1.2718,
+          1.2884,
+          1.3215,
+          1.3491
+        ],
+        "LBL": "bc546b88943eeb6b5e7heb74d4dc696ca78697g25b33cbeaaa4978889d078696g994a97eg9b08b19ac9b3faa89882439bd3a",
+        "UBL": "onuvtorrqvwllotoulsilosvmvmntqtnpsrtqsjxuowwnolpppvqsrrrqmzsrtqtjqqvpqsljqozroyqpnqowkpprqrrxvwqomwp"
+      }
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00107,
+        "levels": [
+          -0.1096,
+          0.1099
+        ],
+        "LBL": "0000",
+        "UBL": "1111"
+      }
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG STDEV",
+      "CL": 0.79,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": "One subgroup per factor level (confirmed by Dr. Bishop, 10/8/2026). These subgroups have more than 343 values, and the 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343 (Minitab's GAMMA limit), so its limits follow N = 500; limits pending his rerun with alpha_N from a table.",
+      "drawn_limits": {
+        "unit": 0.00081,
+        "levels": [
+          0.7201,
+          0.8698
+        ],
+        "LBL": "0000",
+        "UBL": "1111",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0009,
+        "levels": [
+          -0.0803,
+          0.0804
+        ],
+        "LBL": "00",
+        "UBL": "11"
+      }
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG STDEV",
+      "CL": 0.79,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": "One subgroup per factor level (confirmed by Dr. Bishop, 10/8/2026). These subgroups have more than 343 values, and the 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343 (Minitab's GAMMA limit), so its limits follow N = 500; limits pending his rerun with alpha_N from a table.",
+      "drawn_limits": {
+        "unit": 0.00081,
+        "levels": [
+          0.7201,
+          0.8698
+        ],
+        "LBL": "00",
+        "UBL": "11",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02,
+        "levels": [
+          -2.04,
+          -1.68,
+          -1.44,
+          -1.3,
+          1.32,
+          1.46,
+          1.7,
+          2.06
+        ],
+        "LBL": "102001110102223001100203001112110112211200010011011212001210000110221000201321001110111122112210031110311012210302110110011201202022121102012221110202110110011102011101001110202111023122003223110021212112010110021111111322002012011010100011120300100202012021202221103111102100002003120101310103032011210021201010100011201011002232000212331120201110111202210301011000112021000102102012311120001211120211011120012110000110112122102121100111311211212000100000111010101013010100011000122102101111012002110000020000102011211000002021121100101200121033220001101101110102000011100020220300010100200200011102100111220000100120011111102002112000001222",
+        "UBL": "675776667675554776677574776665667665566577767766766565776567777667556777576456776667666655665567746667466765567475667667766576575755656675765556667575667667766675766676776667575666754655774554667756565665767667756666666455775765766767677766657477677575765756575556674666675677775774657676467674745766567756576767677766576766775545777565446657576667666575567476766777665756777675675765466657776566657566766657765667777667665655675656677666466566565777677777666767676764767677766777655675676666765775667777757777675766566777775756656677676577656744557776676676667675777766677757557477767677577577766675677666557777677657766666675775665777776555"
+      }
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.84,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01677,
+        "levels": [
+          -0.0028,
+          1.7584,
+          1.9093,
+          2.1609,
+          2.7312
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443334333322332234413334133432234142334334433243242422323342432223334242334334433342433343443334242333421322441221334423232332434334423333333122442432433434344433324144344242432423242223341333342344442441324343134341412433234423243434344433243433442212444232113324243334333242234143433444332423444342342432133324443233324233433324432334444334332322342323344333133233232444344444333434343431434344433444322342343333432442334444424444342433233444442423323344343244323411224443343343334342444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Potential Process Capability",
+      "chart_title": "PM1 H TITLE 1",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 4",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": 0.0,
+      "LBL": -2.69,
+      "UBL": 2.69,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Maximum Information Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    }
+  ],
+  "drawn_limits_method": "Where VAS prints \"UNEQUAL\", the LBL/UBL of every subgroup are read from the red limit lines in the chart drawing (EMF, 576 x 384 units) and scaled by the y-axis ticks: good to about one drawing unit ('unit', in the response's units)."
+}
diff --git a/tests/fixtures/bishop_analyses/pm_inert_sds_5.json b/tests/fixtures/bishop_analyses/pm_inert_sds_5.json
new file mode 100644
index 0000000..df98644
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/pm_inert_sds_5.json
@@ -0,0 +1,786 @@
+{
+  "run": "pm_inert_sds_5",
+  "label": "PM INERT SDS 5",
+  "analytic_design_state": 2,
+  "specs": {
+    "lsl": -3,
+    "usl": 3,
+    "target": 0
+  },
+  "source_file": "PM5 INERT.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision); page structure and null pattern from the PM SDS reference for the same ADS.",
+  "pages_extracted": 34,
+  "capability": {
+    "pp": 1.0,
+    "ppk_upper": 0.98,
+    "ppk_lower": 1.03,
+    "pct_below_lsl": 0.16,
+    "pct_above_usl": 0.62,
+    "cp": 1.02,
+    "cpk_upper": 1.0,
+    "cpk_lower": 1.05,
+    "potential_pct_below_lsl": 0.31,
+    "potential_pct_above_usl": 0.16
+  },
+  "loss": {
+    "pct_unexplained": 84.0,
+    "pct_time": 14.0,
+    "pct_pdc": 1.5,
+    "pct_centering": 0.5,
+    "pct_interaction": 0.0,
+    "pct_pdc_f2": 1.0,
+    "pct_pdc_factor_interaction": 0.4,
+    "pct_pdc_f1": 0.1
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": "PM2",
+      "CL": 0.07,
+      "LBL": -2.82,
+      "UBL": 2.97,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": "MOVING RANGE",
+      "CL": 1.09,
+      "LBL": 0.0,
+      "UBL": 3.56,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "PM2",
+      "CL": 0.24,
+      "LBL": -2.53,
+      "UBL": 3.0,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "MOVING RANGE",
+      "CL": 1.04,
+      "LBL": 0.0,
+      "UBL": 3.4,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "PM2",
+      "CL": -0.13,
+      "LBL": -2.8,
+      "UBL": 2.54,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "MOVING RANGE",
+      "CL": 1.0,
+      "LBL": 0.0,
+      "UBL": 3.28,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "PM2",
+      "CL": 0.21,
+      "LBL": -2.35,
+      "UBL": 2.77,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "MOVING RANGE",
+      "CL": 0.96,
+      "LBL": 0.0,
+      "UBL": 3.15,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "PM2",
+      "CL": 0.03,
+      "LBL": -2.97,
+      "UBL": 3.04,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "MOVING RANGE",
+      "CL": 1.13,
+      "LBL": 0.0,
+      "UBL": 3.69,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "PM2",
+      "CL": 0.23,
+      "LBL": -2.8,
+      "UBL": 3.26,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "MOVING RANGE",
+      "CL": 1.14,
+      "LBL": 0.0,
+      "UBL": 3.72,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "PM2",
+      "CL": -0.07,
+      "LBL": -2.89,
+      "UBL": 2.75,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "MOVING RANGE",
+      "CL": 1.06,
+      "LBL": 0.0,
+      "UBL": 3.46,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "PM2",
+      "CL": 0.07,
+      "LBL": -2.93,
+      "UBL": 3.08,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "MOVING RANGE",
+      "CL": 1.13,
+      "LBL": 0.0,
+      "UBL": 3.69,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "PM2",
+      "CL": 0.0,
+      "LBL": -3.33,
+      "UBL": 3.34,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "MOVING RANGE",
+      "CL": 1.25,
+      "LBL": 0.0,
+      "UBL": 4.1,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Current Process Capability",
+      "chart_title": "PM2 H TITLE 1",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM2 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.07,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0036,
+        "levels": [
+          -0.2685,
+          -0.2613,
+          -0.2505,
+          -0.2397,
+          0.3905,
+          0.4013,
+          0.4121,
+          0.4193
+        ],
+        "LBL": "10121223",
+        "UBL": "57645554"
+      }
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.97,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00243,
+        "levels": [
+          0.7304,
+          0.7402,
+          0.7499,
+          1.1995,
+          1.2093,
+          1.219
+        ],
+        "LBL": "10121212",
+        "UBL": "45434343"
+      }
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 0.08,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01613,
+        "levels": [
+          -1.4516,
+          -1.2903,
+          -1.1774,
+          -1.0806,
+          -1.0,
+          1.1774,
+          1.2581,
+          1.3548,
+          1.4677,
+          1.629
+        ],
+        "LBL": "0032031232323123223324123221422240434133134421241442413432342433413322223122223123333324041113323223",
+        "UBL": "9967968767676876776675876778577759565866865578758557586567657566586677776877776876666675958886676776"
+      }
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.98,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01167,
+        "levels": [
+          -0.0022,
+          0.0328,
+          0.1144,
+          0.1728,
+          1.7828,
+          1.8411,
+          1.9344,
+          2.0511,
+          2.2261
+        ],
+        "LBL": "0021020121212012112213012110311130323022023310130331302321231322302211112011112012222213030002212112",
+        "UBL": "8856857656565765665564765667466648454755754467647446475456546455475566665766665765555564847775565665"
+      }
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG AVG",
+      "CL": 0.08,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00238,
+        "levels": [
+          -0.1595,
+          -0.15,
+          0.3,
+          0.3119
+        ],
+        "LBL": "0001",
+        "UBL": "3332"
+      }
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG STDEV",
+      "CL": 0.98,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00182,
+        "levels": [
+          0.8109,
+          0.82,
+          1.1418,
+          1.1509
+        ],
+        "LBL": "0001",
+        "UBL": "3222"
+      }
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG AVG",
+      "CL": 0.08,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00161,
+        "levels": [
+          -0.0903,
+          0.2403
+        ],
+        "LBL": "00",
+        "UBL": "11"
+      }
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG STDEV",
+      "CL": 0.98,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00117,
+        "levels": [
+          0.8597,
+          1.0907,
+          1.1001
+        ],
+        "LBL": "00",
+        "UBL": "21"
+      }
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Analysis of PDCxPT Interaction",
+      "chart_title": "R3 Residuals Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": "R3 RESIDUALS",
+      "CL": 0.07,
+      "LBL": -5.88,
+      "UBL": 6.03,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Analysis of R3 Residuals",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": "MOVING RANGE",
+      "CL": 2.24,
+      "LBL": 0.0,
+      "UBL": 7.31,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM2 in Grams",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM2 in Grams",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Potential Process Capability",
+      "chart_title": "PM2 H TITLE 1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM2 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 5",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": 0.0,
+      "LBL": -3.51,
+      "UBL": 3.51,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Maximum Information Analysis",
+      "chart_title": "PM2 in Grams",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM2 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    }
+  ],
+  "drawn_limits_method": "Where VAS prints \"UNEQUAL\", the LBL/UBL of every subgroup are read from the red limit lines in the chart drawing (EMF, 576 x 384 units) and scaled by the y-axis ticks: good to about one drawing unit ('unit', in the response's units)."
+}
diff --git a/tests/fixtures/bishop_analyses/pm_inert_sds_6.json b/tests/fixtures/bishop_analyses/pm_inert_sds_6.json
new file mode 100644
index 0000000..7d282b7
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/pm_inert_sds_6.json
@@ -0,0 +1,1112 @@
+{
+  "run": "pm_inert_sds_6",
+  "label": "PM INERT SDS 6",
+  "analytic_design_state": 3,
+  "specs": {
+    "lsl": -3,
+    "usl": 3,
+    "target": 0
+  },
+  "source_file": "PM6 INERT.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision); page structure and null pattern from the PM SDS reference for the same ADS.",
+  "pages_extracted": 34,
+  "capability": {
+    "pp": 1.01,
+    "ppk_upper": 1.01,
+    "ppk_lower": 1.01,
+    "pct_below_lsl": 0.1,
+    "pct_above_usl": 0.1,
+    "cp": 0.95,
+    "cpk_upper": 0.95,
+    "cpk_lower": 0.94,
+    "potential_pct_below_lsl": 0.3,
+    "potential_pct_above_usl": 0.3
+  },
+  "loss": {
+    "pct_unexplained": 93.5,
+    "pct_time": 6.0,
+    "pct_pdc": 0.5,
+    "pct_centering": 0.0,
+    "pct_interaction": 0.0,
+    "pct_pdc_f1": 0.2,
+    "pct_pdc_factor_interaction": 0.2,
+    "pct_pdc_f2": 0.0
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": -0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0284,
+        "levels": [
+          -2.9128,
+          -2.0609,
+          -1.6917,
+          -1.4645,
+          -1.3225,
+          1.2901,
+          1.4604,
+          1.6876,
+          2.0568,
+          2.9087
+        ],
+        "LBL": "0213112202121033341102021131400112223221022332231112112021223231102321101012213321113124000321122201222230322332110422021422123321410320212021120023010231313032322131023332221313221022112221031202212011222131302221034233114303422001013232302231212211032222202204303001001312312212000121110220231041121013131231323013330202142222013210111310142301212421021414312232113020312121211122301212211330431110323442231310222122231303021412122101100200231032111213210310023420223111232220313221202230112322011112210223200332100030232211222402232230023111211011122210212121024121211122011123302130021022221203113221111131001112130122322111113132232002112123112320144331001122122012221213111012221011313314110121210103113001110220213211022020330111121123112222221031103223011011102333",
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
+      }
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.84,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01677,
+        "levels": [
+          -0.0028,
+          1.7584,
+          1.9093,
+          2.1609,
+          2.7312
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443334333322332234413334133432234142334334433243242422323342432223334242334334433342433343443334242333421322441221334423232332434334423333333122442432433434344433324144344242432423242223341333342344442441324343134341412433234423243434344433243433442212444232113324243334333242234143433444332423444342342432133324443233324233433324432334444334332322342323344333133233232444344444333434343431434344433444322342343333432442334444424444342433233444442423323344343244323411224443343343334342444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG AVG",
+      "CL": 0.02,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02875,
+        "levels": [
+          -2.9199,
+          -2.0575,
+          -1.6838,
+          -1.4538,
+          -1.2813,
+          1.3347,
+          1.5072,
+          1.7372,
+          2.1109,
+          2.9733
+        ],
+        "LBL": "021311220212103334110202113140011222322102233223111211202122323110232110101221332111312400032112",
+        "UBL": "978688779787896665889797886859988777677897766776888788797877676889767889898778667888687599967887"
+      }
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG STDEV",
+      "CL": 0.85,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01483,
+        "levels": [
+          0.0042,
+          1.7691,
+          1.9174,
+          2.1695,
+          2.7627
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443"
+      }
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG AVG",
+      "CL": 0.14,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02803,
+        "levels": [
+          -2.7107,
+          -1.8699,
+          -1.5055,
+          -1.2813,
+          -1.1411,
+          1.4094,
+          1.5776,
+          1.7738,
+          2.1662,
+          2.979
+        ],
+        "LBL": "22012222303223321104220214221233214103202120211200230102313130323221310233322213132210221122210",
+        "UBL": "77987777696776678895779785778766785896797879788799769897686869676778689766677786867789778877789"
+      }
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG STDEV",
+      "CL": 0.83,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.75,
+          1.89,
+          2.128,
+          2.716
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "33433332233223441333413343223414233433443324324242232334243222333424233433443334"
+      }
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0274,
+        "levels": [
+          -2.7867,
+          -1.9648,
+          -1.6086,
+          -1.3894,
+          -1.2524,
+          1.2681,
+          1.4325,
+          1.6517,
+          2.0078,
+          2.8297
+        ],
+        "LBL": "3120221201122213130222103423311430342200101323230223121221103222220220430300100131231221200012111",
+        "UBL": "6879778798877786869777896576688569657799898676769776878778896777779779569699899868768778799987888"
+      }
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG STDEV",
+      "CL": 0.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.722,
+          1.862,
+          2.114,
+          2.688
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "24333434433342423334213224412213344232323324343344233333331224424324334343444"
+      }
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG AVG",
+      "CL": -0.07,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02857,
+        "levels": [
+          -3.0,
+          -2.1429,
+          -1.7714,
+          -1.5429,
+          -1.3714,
+          1.2286,
+          1.4,
+          1.6286,
+          2.0,
+          2.8571
+        ],
+        "LBL": "0220231041121013131231323013330202142222013210111310142301212421021414312232113020312121211122301",
+        "UBL": "9779768958878986868768676986669797857777986789888689857698787578978585687767886979687878788877698"
+      }
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG STDEV",
+      "CL": 0.85,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.7763,
+          1.9164,
+          2.1687,
+          2.7573
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "3332414434424243242324222334133334234444244132434313434141243323442324343434443324"
+      }
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG AVG",
+      "CL": 0.0,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.03591,
+        "levels": [
+          -3.1358,
+          -2.2023,
+          -1.8073,
+          -1.556,
+          -1.4123,
+          1.4243,
+          1.5679,
+          1.8193,
+          2.2142,
+          3.1478
+        ],
+        "LBL": "212211330431110323442231310222122231303021412122101100200231032111213210310023420223111232220313",
+        "UBL": "787788669568889676557768689777877768696978587877898899799768967888786789689976579776888767779686"
+      }
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG STDEV",
+      "CL": 0.91,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01442,
+        "levels": [
+          0.0046,
+          1.8934,
+          2.0664,
+          2.326,
+          2.9604
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "34334422124442321133242433343332422341434334443324234443423424321333244432333242"
+      }
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG AVG",
+      "CL": -0.14,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02806,
+        "levels": [
+          -2.9739,
+          -2.1603,
+          -1.7675,
+          -1.5711,
+          -1.4028,
+          1.1503,
+          1.2906,
+          1.515,
+          1.8798,
+          2.7214
+        ],
+        "LBL": "22120223011232201111221022320033210003023221122240223223002311121101112221021212102412121112201112",
+        "UBL": "77879776988767798888778977679966789996976778877759776776997688878898887778978787897587878887798887"
+      }
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG STDEV",
+      "CL": 0.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.708,
+          1.848,
+          2.1,
+          2.674
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "334333244323344443343323223423233443331332332324443444443334343434314343444334443"
+      }
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG AVG",
+      "CL": -0.04,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02718,
+        "levels": [
+          -2.7883,
+          -1.9728,
+          -1.6194,
+          -1.4019,
+          -1.266,
+          1.2078,
+          1.3437,
+          1.5612,
+          1.9146,
+          2.7301
+        ],
+        "LBL": "330213002102222120311322111113100111213012232211111313223200211212311232014433100112212201222121",
+        "UBL": "669786997897777879688677888886899888786987767788888686776799788787688767985566899887787798777878"
+      }
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG STDEV",
+      "CL": 0.78,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01677,
+        "levels": [
+          -0.0028,
+          1.641,
+          1.7752,
+          2.0268,
+          2.5635
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2234234333343244233444442444434243323344444242332334434324432341122444334334333434"
+      }
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG AVG",
+      "CL": 0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02887,
+        "levels": [
+          -2.9443,
+          -2.0784,
+          -1.7031,
+          -1.4722,
+          -1.299,
+          1.3567,
+          1.501,
+          1.732,
+          2.1072,
+          2.9732
+        ],
+        "LBL": "3111012221011313314110121210103113001110220213211022020330111121123112222221031103223011011102333",
+        "UBL": "6888987778988686685889878789896886998889779786788977979669888878876887777778968896776988988897666"
+      }
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG STDEV",
+      "CL": 0.84,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.7482,
+          1.9024,
+          2.1547,
+          2.7292
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Current Process Capability",
+      "chart_title": "PM3 H TITLE 1",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": -0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00205,
+        "levels": [
+          -0.2197,
+          -0.2094,
+          0.1902,
+          0.2004
+        ],
+        "LBL": "11111110",
+        "UBL": "22222323"
+      }
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.06,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00141,
+        "levels": [
+          0.9103,
+          0.9202,
+          1.1999
+        ],
+        "LBL": "01111000",
+        "UBL": "22222222"
+      }
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": -0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00901,
+        "levels": [
+          -0.8937,
+          -0.8667,
+          -0.8396,
+          -0.8036,
+          -0.7856,
+          -0.7676,
+          -0.7495,
+          -0.7315,
+          -0.7045,
+          -0.6865,
+          -0.6775,
+          -0.6685,
+          -0.6505,
+          -0.6414,
+          -0.6234,
+          -0.6054,
+          0.5838,
+          0.6018,
+          0.6108,
+          0.6288,
+          0.6468,
+          0.6559,
+          0.6739,
+          0.6829,
+          0.7009,
+          0.7189,
+          0.7459,
+          0.764,
+          0.791,
+          0.809,
+          0.845,
+          0.8721
+        ],
+        "LBL": "99435867833bb9493c6fb864b2a9575b966586e3592299c8784757678b257465e664775ce882690889993d78666623279a18",
+        "UBL": "mmrsqnponsskkmrmsjpgknprktlmqoqkmppqnphsqmttmmjnonroqoponktqorpqhpprooqjhnntpmvnnmmmsionpppptstomlun"
+      }
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.05,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00645,
+        "levels": [
+          0.4023,
+          0.4281,
+          0.4539,
+          0.4733,
+          0.4926,
+          0.512,
+          0.5184,
+          0.5378,
+          0.5507,
+          0.5636,
+          0.5701,
+          0.583,
+          0.5894,
+          0.6023,
+          0.6088,
+          0.6281,
+          1.467,
+          1.4928,
+          1.4993,
+          1.5122,
+          1.5186,
+          1.5315,
+          1.538,
+          1.5509,
+          1.5702,
+          1.5767,
+          1.6025,
+          1.609,
+          1.6283,
+          1.6477,
+          1.6799,
+          1.6993
+        ],
+        "LBL": "99435867833bb9493c6fb864b2a9575b966586e3592299c8784757678b257465e664775ce882690889993d78666623279a18",
+        "UBL": "mmrsqnponsskkmrmsjpgknprktlmqoqkmppqnphsqmttmmjnonroqoponktqorpqhpprooqjhnntpmvnnmmmsionpppptstomlun"
+      }
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG AVG",
+      "CL": -0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00141,
+        "levels": [
+          -0.1499,
+          0.1301,
+          0.14
+        ],
+        "LBL": "0000",
+        "UBL": "1112"
+      }
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG STDEV",
+      "CL": 1.06,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00098,
+        "levels": [
+          0.9602,
+          1.16
+        ],
+        "LBL": "0000",
+        "UBL": "1111",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG AVG",
+      "CL": -0.01,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00099,
+        "levels": [
+          -0.1099,
+          0.0903
+        ],
+        "LBL": "00",
+        "UBL": "11"
+      }
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG STDEV",
+      "CL": 1.06,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00098,
+        "levels": [
+          0.9602,
+          1.16
+        ],
+        "LBL": "00",
+        "UBL": "11",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Averages",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": -0.03,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.04562,
+        "levels": [
+          -3.6861,
+          -2.6369,
+          -2.135,
+          -1.8613,
+          -1.6332,
+          1.6058,
+          1.8339,
+          2.1077,
+          2.5639,
+          3.6588
+        ],
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
+      }
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.05,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02355,
+        "levels": [
+          0.0034,
+          2.1938,
+          2.3822,
+          2.712,
+          3.4421
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443334333322332234413334133432234142334334433243242422323342432223334242334334433342433343443334242333421322441221334423232332434334423333333122442432433434344433324144344242432423242223341333342344442441324343134341412433234423243434344433243433442212444232113324243334333242234143433444332423444342342432133324443233324233433324432334444334332322342323344333133233232444344444333434343431434344433444322342343333432442334444424444342433233444442423323344343244323411224443343343334342444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss (%)"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss (%)"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Potential Process Capability",
+      "chart_title": "PM3 H TITLE 1",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": 0.0,
+      "LBL": -3.85,
+      "UBL": 3.85,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Residual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Maximum Information Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM INERT SDS 6",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    }
+  ],
+  "drawn_limits_method": "Where VAS prints \"UNEQUAL\", the LBL/UBL of every subgroup are read from the red limit lines in the chart drawing (EMF, 576 x 384 units) and scaled by the y-axis ticks: good to about one drawing unit ('unit', in the response's units)."
+}
diff --git a/tests/fixtures/bishop_analyses/vassds1analysis.json b/tests/fixtures/bishop_analyses/pm_sds_1.json
similarity index 92%
rename from tests/fixtures/bishop_analyses/vassds1analysis.json
rename to tests/fixtures/bishop_analyses/pm_sds_1.json
index 8dc203c..2afd540 100644
--- a/tests/fixtures/bishop_analyses/vassds1analysis.json
+++ b/tests/fixtures/bishop_analyses/pm_sds_1.json
@@ -1,7 +1,37 @@
 {
-  "source_file": "vassds1analysis.pptm",
-  "extraction_method": "Structured extraction from PDF text generated from the PowerPoint; this deck exposes chart text in the rendered PDF, which allowed direct parsing of page titles, chart text, limits, axis labels, and package footer metadata. Missing values were preserved as null when not present on the slide.",
+  "run": "pm_sds_1",
+  "label": "PM SDS 1",
+  "analytic_design_state": 1,
+  "specs": {
+    "lsl": 232,
+    "usl": 242,
+    "target": 237
+  },
+  "source_file": "PM SDS1.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the 10/3/2026 VAS deck (displayed precision); structure and null pattern kept from the earlier extraction.",
   "pages_extracted": 34,
+  "capability": {
+    "pp": 0.96,
+    "ppk_upper": 0.8,
+    "ppk_lower": 1.11,
+    "pct_below_lsl": 0.53,
+    "pct_above_usl": 0.45,
+    "cp": 2.08,
+    "cpk_upper": 1.74,
+    "cpk_lower": 2.42,
+    "potential_pct_below_lsl": 0.0,
+    "potential_pct_above_usl": 0.0
+  },
+  "loss": {
+    "pct_interaction": 44.5,
+    "pct_unexplained": 20.9,
+    "pct_centering": 17.3,
+    "pct_pdc": 14.6,
+    "pct_time": 2.8,
+    "pct_pdc_f1": 9.2,
+    "pct_pdc_f2": 3.8,
+    "pct_pdc_factor_interaction": 1.6
+  },
   "items": [
     {
       "page_number": 1,
@@ -476,7 +506,7 @@
       "package": {
         "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
       },
-      "notes": null
+      "notes": "The 10/3 VAS run prints 0.73/0.88 here: it held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows (confirmed by Dr. Bishop, 10/8/2026). Kept the limits from the earlier VAS run, which used the subgroup's own N, as PB does."
     },
     {
       "page_number": 26,
@@ -514,7 +544,7 @@
       "package": {
         "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
       },
-      "notes": null
+      "notes": "The 10/3 VAS run prints 0.73/0.88 here: it held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows (confirmed by Dr. Bishop, 10/8/2026). Kept the limits from the earlier VAS run, which used the subgroup's own N, as PB does."
     },
     {
       "page_number": 28,
diff --git a/tests/fixtures/bishop_analyses/vassds2analysis.json b/tests/fixtures/bishop_analyses/pm_sds_2.json
similarity index 91%
rename from tests/fixtures/bishop_analyses/vassds2analysis.json
rename to tests/fixtures/bishop_analyses/pm_sds_2.json
index 1f28b0e..d4ccc6d 100644
--- a/tests/fixtures/bishop_analyses/vassds2analysis.json
+++ b/tests/fixtures/bishop_analyses/pm_sds_2.json
@@ -1,7 +1,37 @@
 {
-  "source_file": "vassds2analysis.pptm",
-  "extraction_method": "Structured extraction from PDF text generated from the PowerPoint; the deck appears to use embedded chart images/vector content rather than native PowerPoint chart objects. Missing values visible as placeholders or omitted in the source were preserved as null.",
+  "run": "pm_sds_2",
+  "label": "PM SDS 2",
+  "analytic_design_state": 2,
+  "specs": {
+    "lsl": 232,
+    "usl": 242,
+    "target": 237
+  },
+  "source_file": "PM SDS2.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the 10/3/2026 VAS deck (displayed precision); structure and null pattern kept from the earlier extraction.",
   "pages_extracted": 34,
+  "capability": {
+    "pp": 1.1,
+    "ppk_upper": 0.93,
+    "ppk_lower": 1.27,
+    "pct_below_lsl": 0.5,
+    "pct_above_usl": 0.0,
+    "cp": 1.78,
+    "cpk_upper": 1.5,
+    "cpk_lower": 2.06,
+    "potential_pct_below_lsl": 0.0,
+    "potential_pct_above_usl": 0.63
+  },
+  "loss": {
+    "pct_unexplained": 30.0,
+    "pct_interaction": 25.6,
+    "pct_centering": 21.0,
+    "pct_pdc": 20.4,
+    "pct_time": 2.9,
+    "pct_pdc_f1": 13.7,
+    "pct_pdc_f2": 5.5,
+    "pct_pdc_factor_interaction": 1.2
+  },
   "items": [
     {
       "page_number": 1,
@@ -372,8 +402,8 @@
       "context_subtitle": null,
       "variable": "RSG AVG",
       "CL": 237.78,
-      "LBL": null,
-      "UBL": null,
+      "LBL": 237.51,
+      "UBL": 238.06,
       "axis_labels": {
         "x": "PDC RSG",
         "y": "Sample Average"
@@ -390,9 +420,9 @@
       "chart_subtitle": "PM2 in Grams",
       "context_subtitle": null,
       "variable": "RSG STDEV",
-      "CL": 0.64,
-      "LBL": null,
-      "UBL": null,
+      "CL": 0.91,
+      "LBL": 0.72,
+      "UBL": 1.11,
       "axis_labels": {
         "x": "PDC RSG",
         "y": "Sample Standard Deviation"
@@ -410,8 +440,8 @@
       "context_subtitle": null,
       "variable": "RSG AVG",
       "CL": 237.78,
-      "LBL": null,
-      "UBL": null,
+      "LBL": 236.85,
+      "UBL": 238.72,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Sample Average"
@@ -428,9 +458,9 @@
       "chart_subtitle": "PM2 in Grams",
       "context_subtitle": null,
       "variable": "RSG STDEV",
-      "CL": 0.56,
-      "LBL": null,
-      "UBL": null,
+      "CL": 0.85,
+      "LBL": 0.16,
+      "UBL": 1.55,
       "axis_labels": {
         "x": "PT RSG",
         "y": "Sample Standard Deviation"
@@ -448,8 +478,8 @@
       "context_subtitle": "PD Factor - F1",
       "variable": "RSG AVG",
       "CL": 237.79,
-      "LBL": null,
-      "UBL": null,
+      "LBL": 237.59,
+      "UBL": 237.98,
       "axis_labels": {
         "x": "PD Factor RSG",
         "y": "Sample Average"
@@ -466,9 +496,9 @@
       "chart_subtitle": "PM2 in Grams",
       "context_subtitle": "PD Factor - F1",
       "variable": "RSG STDEV",
-      "CL": 0.64,
-      "LBL": null,
-      "UBL": null,
+      "CL": 0.91,
+      "LBL": 0.78,
+      "UBL": 1.05,
       "axis_labels": {
         "x": "PD Factor RSG",
         "y": "Sample Standard Deviation"
@@ -486,8 +516,8 @@
       "context_subtitle": "PD Factor - F2",
       "variable": "RSG AVG",
       "CL": 237.79,
-      "LBL": null,
-      "UBL": null,
+      "LBL": 237.65,
+      "UBL": 237.93,
       "axis_labels": {
         "x": "PD Factor RSG",
         "y": "Sample Average"
@@ -504,7 +534,7 @@
       "chart_subtitle": "PM2 in Grams",
       "context_subtitle": "PD Factor - F2",
       "variable": "RSG STDEV",
-      "CL": 0.66,
+      "CL": 0.94,
       "LBL": null,
       "UBL": null,
       "axis_labels": {
@@ -514,7 +544,7 @@
       "package": {
         "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
       },
-      "notes": null
+      "notes": "The 10/3 deck prints 0.85/1.02 for this F2 S chart. N = 400 is above 343, where the 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 (Minitab's GAMMA limit, confirmed by Dr. Bishop, 10/8/2026), so its limits follow N = 500; PB's, with N = 400, are 0.84/1.03. Pending his rerun with alpha_N from a table."
     },
     {
       "page_number": 28,
@@ -524,8 +554,8 @@
       "context_subtitle": null,
       "variable": "R3 RESIDUALS",
       "CL": 237.79,
-      "LBL": 233.94,
-      "UBL": 241.63,
+      "LBL": 233.04,
+      "UBL": 242.53,
       "axis_labels": {
         "x": "PDCxPT RSG",
         "y": "Individual Value"
@@ -542,9 +572,9 @@
       "chart_subtitle": "PM2 in Grams",
       "context_subtitle": null,
       "variable": "MOVING RANGE",
-      "CL": 1.44,
+      "CL": 1.78,
       "LBL": 0.0,
-      "UBL": 4.72,
+      "UBL": 5.83,
       "axis_labels": {
         "x": "PDCxPT RSG",
         "y": "Moving Range"
@@ -619,8 +649,8 @@
       "context_subtitle": null,
       "variable": "R2 RESIDUALS",
       "CL": 0.0,
-      "LBL": -1.94,
-      "UBL": 1.94,
+      "LBL": -2.76,
+      "UBL": 2.76,
       "axis_labels": {
         "x": "PDCxPT RSG",
         "y": "Individual Value"
diff --git a/tests/fixtures/bishop_analyses/pm_sds_3.json b/tests/fixtures/bishop_analyses/pm_sds_3.json
new file mode 100644
index 0000000..9a56e42
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/pm_sds_3.json
@@ -0,0 +1,1092 @@
+{
+  "run": "pm_sds_3",
+  "label": "PM SDS 3",
+  "analytic_design_state": 3,
+  "specs": {
+    "lsl": 232,
+    "usl": 242,
+    "target": 237
+  },
+  "source_file": "PM SDS3.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the 10/3/2026 VAS deck (displayed precision); structure and null pattern kept from the earlier extraction.",
+  "pages_extracted": 34,
+  "capability": {
+    "pp": 0.96,
+    "ppk_upper": 0.8,
+    "ppk_lower": 1.12,
+    "pct_below_lsl": 0.53,
+    "pct_above_usl": 0.46,
+    "cp": 1.57,
+    "cpk_upper": 1.31,
+    "cpk_lower": 1.83,
+    "potential_pct_below_lsl": 0.0,
+    "potential_pct_above_usl": 0.13
+  },
+  "loss": {
+    "pct_interaction": 33.1,
+    "pct_unexplained": 30.3,
+    "pct_centering": 18.5,
+    "pct_pdc": 15.4,
+    "pct_time": 2.8,
+    "pct_pdc_f1": 9.3,
+    "pct_pdc_f2": 4.3,
+    "pct_pdc_factor_interaction": 1.8
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.83,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.05662,
+        "levels": [
+          235.1911,
+          235.9838,
+          236.3236,
+          236.5501,
+          236.6633,
+          239.0415,
+          239.1547,
+          239.3812,
+          239.7209,
+          240.457
+        ],
+        "LBL": "43144222443243412143413213324322231313431133433232123323444424324132342311443334233332434232243343322124231242232224321243334433300333224432131234343244324344344443424331342424442130242334232132433434323423332243233322343324334343323244332243243242443324213344442331322212434323323243331244324333413432143223314243413233422043233324333234422324434423133323334433323432232110442044323343342432432433423343342243231333111243323443124444433334241324243233404332323243411334323334233434312323201124433043323331333434343343333444423234403234243324112421423432323213123433332333323233442341323344334224143441434424343302244143231224432420324413303423434223243244332332331344224224232224443423332303133333231333333444403444333123423343034333322241321323444231232444432333213332222104323343342321422433243234",
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
+      }
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.8,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.68,
+          1.82,
+          2.058,
+          2.618
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "124113331123121434121423422312333242421244221223234322321111312314232132441122213222231213233122122334313243133233312343122211222222331123424321212311231211211112131224213131113423132213234231221212321322233123222332122312212122323112233123123131122313422111132242333431212322323122243112312221421234123322413121423221331232223122232113323112113242223222112223212332344113112322122131231231221322122133123242224443122321124311111222213142313123221122323231214422123222132212124323234431122122322242221212122122221111323211232131223144313413212323234243212222322223232211321423221122133141211412113121223311412324331123132311422213212133231231122322322421133133132333111213222322422222324222222111121112224321322122122223331423423211132432311112322234222333341232212213234133122312321"
+      }
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG AVG",
+      "CL": 238.22,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.04116,
+        "levels": [
+          236.5535,
+          236.8416,
+          237.0062,
+          237.1709,
+          239.3111,
+          239.4345,
+          239.5992,
+          239.9284
+        ],
+        "LBL": "3203311133213230103230210221321112020232002232212101221233331321302123120033222312222132312113223221",
+        "UBL": "4574466644564547674547567556456665757545775545565676556544446456475654657744555465555645465664554556"
+      }
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG STDEV",
+      "CL": 0.72,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.498,
+          1.624,
+          1.848,
+          2.338
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "1241133311231214341214234223123332424212442212232343223211113123142321324411222132222312132331221223"
+      }
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG AVG",
+      "CL": 238.61,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.04572,
+        "levels": [
+          235.8919,
+          236.7149,
+          237.0349,
+          237.2635,
+          237.4007,
+          239.8238,
+          239.9609,
+          240.1895,
+          240.5553,
+          241.3325
+        ],
+        "LBL": "2124231242232224321243334433300333224432131234343244324344344443424331342424442130242334232132433434",
+        "UBL": "7875768757767775678756665566699666775567868765656755675655655556575668657575557869757665767867566565"
+      }
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG STDEV",
+      "CL": 0.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.708,
+          1.862,
+          2.114,
+          2.688
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "3431324313323331234312221122222233112342432121231123121121111213122421313111342313221323423122121"
+      }
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG AVG",
+      "CL": 237.33,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.02778,
+        "levels": [
+          235.4444,
+          235.7778,
+          236.0,
+          236.1389,
+          238.5278,
+          238.6667,
+          238.8889,
+          239.2222
+        ],
+        "LBL": "2123122211321222112322132232322121332211321321313322131022333312202111013232122121322201332132223023",
+        "UBL": "5654655566456555665455645545455656445566456456464455646755444465575666764545655656455576445645554754"
+      }
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG STDEV",
+      "CL": 0.81,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.708,
+          1.848,
+          2.1,
+          2.66
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2321322233123222332122312212122323112233123123131122313422111132242333431212322323122243112312221421"
+      }
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG AVG",
+      "CL": 239.0,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.02726,
+        "levels": [
+          236.3476,
+          237.111,
+          237.4654,
+          237.6835,
+          237.8199,
+          240.1918,
+          240.3281,
+          240.5463,
+          240.8734,
+          241.6641
+        ],
+        "LBL": "3214322331424341323342204323332433323442232443442313332333443332343223211044204432334334243243243342",
+        "UBL": "6785677668575658676657795676667566676557767556557686667666556667656776788955795567665665756756756657"
+      }
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG STDEV",
+      "CL": 0.81,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.694,
+          1.834,
+          2.086,
+          2.646
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2341233224131214232213312322231222321133231121132422232221122232123323441131123221221312312312213"
+      }
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG AVG",
+      "CL": 236.64,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.04394,
+        "levels": [
+          233.9646,
+          234.7555,
+          235.1071,
+          235.3268,
+          235.4586,
+          237.8754,
+          238.0072,
+          238.2269,
+          238.5784,
+          239.3254
+        ],
+        "LBL": "3343342243231333111243323443124444433334241324243233404332323243411334323334233434312323201124433043",
+        "UBL": "6656657756768666888756676556875555566665758675756766595667676756588665676665766565687676798875566956"
+      }
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG STDEV",
+      "CL": 0.81,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.708,
+          1.848,
+          2.1,
+          2.66
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2212213312324222444312232112431111122221314231312322112232323121442212322213221212432323443112212"
+      }
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG AVG",
+      "CL": 237.1,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.05379,
+        "levels": [
+          234.4784,
+          235.2315,
+          235.6081,
+          235.7695,
+          235.9308,
+          238.2978,
+          238.4054,
+          238.6206,
+          238.9971,
+          239.7502
+        ],
+        "LBL": "3233313334343433433334444232344032342433241124214234323232131234333323333232334423413233443342241434",
+        "UBL": "6766686665656566566665555767655967657566758875785765676767868765666676666767665576586766556657758565"
+      }
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG STDEV",
+      "CL": 0.8,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.01274,
+        "levels": [
+          0.0018,
+          1.6703,
+          1.8104,
+          2.0524,
+          2.6128
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "232224222121212212222111132321123213122314431341321232323424321222232222323221132142322112213314121"
+      }
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG AVG",
+      "CL": 237.52,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.03151,
+        "levels": [
+          234.7824,
+          235.5701,
+          235.9482,
+          236.1688,
+          236.2948,
+          238.7839,
+          238.91,
+          239.1305,
+          239.4771,
+          240.2963
+        ],
+        "LBL": "4143442434330224414323122443242032441330342343422324324433233233134422422423222444342333230313333323",
+        "UBL": "5856557565669775585676877556757967558669657656577675675566766766865577577576777555657666769686666676"
+      }
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG STDEV",
+      "CL": 0.83,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.7482,
+          1.8884,
+          2.1406,
+          2.7292
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "141211312122331141232433112313231142221321213323123112232232242113313313233311121322232242222232"
+      }
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG AVG",
+      "CL": 238.18,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.03704,
+        "levels": [
+          235.6296,
+          236.3704,
+          236.7037,
+          236.9259,
+          237.037,
+          239.3704,
+          239.4815,
+          239.7037,
+          240.037,
+          240.7778
+        ],
+        "LBL": "1333333444403444333123423343034333322241321323444231232444432333213332222104323343342321422433243234",
+        "UBL": "8666666555596555666876576656965666677758678676555768767555567666786667777895676656657678577566756765"
+      }
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG STDEV",
+      "CL": 0.79,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.01257,
+        "levels": [
+          -0.003,
+          1.6439,
+          1.7822,
+          2.0211,
+          2.5742
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "4222222111121112224321322122122223331423423211132432311112322234222333341232212213234133122312321"
+      }
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Current Process Capability",
+      "chart_title": "PM3 H TITLE 1",
+      "chart_subtitle": "PM3 H TITLE 2",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Chart title placeholders 'H TITLE 1/2' appear unreplaced in source slide."
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.83,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01169,
+        "levels": [
+          237.6662,
+          237.6779,
+          237.9935
+        ],
+        "LBL": "00100100",
+        "UBL": "22222222"
+      }
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.06,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Title OCR was noisy on the slide image; chart context indicates a standard-deviation main-effects chart.",
+      "drawn_limits": {
+        "unit": 0.00098,
+        "levels": [
+          0.9602,
+          1.16
+        ],
+        "LBL": "00000000",
+        "UBL": "11111111",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.83,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01087,
+        "levels": [
+          237.1304,
+          237.163,
+          237.1739,
+          237.1957,
+          237.2065,
+          237.2174,
+          237.2283,
+          237.2391,
+          237.25,
+          237.2609,
+          237.2717,
+          237.2826,
+          237.2935,
+          238.3696,
+          238.3804,
+          238.3913,
+          238.4022,
+          238.413,
+          238.4239,
+          238.4348,
+          238.4457,
+          238.4674,
+          238.4783,
+          238.4891,
+          238.5,
+          238.5326
+        ],
+        "LBL": "737c9748c9a659a87177b7759bc7677497995bb349089bb8a6698588caac79a892976765447c769b97a877789734898c96ab",
+        "UBL": "hmidfhlgeffjkffghohifhhkffehjhilfhffkffmlfpgfffgfjjfgkggeffehffgfnfhjijkllhdijfffifgihigfhmlgfgefjff"
+      }
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.06,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00563,
+        "levels": [
+          0.5488,
+          0.5826,
+          0.5882,
+          0.5995,
+          0.6107,
+          0.622,
+          0.6276,
+          0.6389,
+          0.6502,
+          0.6614,
+          0.6727,
+          0.6783,
+          1.4441,
+          1.4497,
+          1.461,
+          1.4722,
+          1.4835,
+          1.4891,
+          1.5004,
+          1.5116,
+          1.5229,
+          1.5342,
+          1.5398,
+          1.5623
+        ],
+        "LBL": "736b8748a89558987176a7758aa7576487885aa348088aa895588588a99a789882875655447b658a869867688734888a859a",
+        "UBL": "gkgcegjfdeehieefgmggdggieddghggjegeeiddkjenfeddfehhefiffdeedgeefeleghghijjgcghedegefgggfegkjfefdehed"
+      }
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG AVG",
+      "CL": 237.83,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00762,
+        "levels": [
+          237.7141,
+          237.9426
+        ],
+        "LBL": "0000",
+        "UBL": "1111"
+      }
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG STDEV",
+      "CL": 1.06,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Title OCR was noisy on the slide image; corrected using chart context and neighboring slides.",
+      "drawn_limits": {
+        "unit": 0.00098,
+        "levels": [
+          0.9602,
+          1.16
+        ],
+        "LBL": "0000",
+        "UBL": "1111",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG AVG",
+      "CL": 237.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00409,
+        "levels": [
+          237.7386,
+          237.9106
+        ],
+        "LBL": "00",
+        "UBL": "11"
+      }
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG STDEV",
+      "CL": 1.06,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Title OCR was noisy on the slide image; corrected using chart context and neighboring slides.",
+      "drawn_limits": {
+        "unit": 0.00098,
+        "levels": [
+          0.9602,
+          1.16
+        ],
+        "LBL": "00",
+        "UBL": "11",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Averages",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.83,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.07467,
+        "levels": [
+          234.3991,
+          235.3698,
+          235.8179,
+          236.1166,
+          236.3406,
+          239.4022,
+          239.5515,
+          239.8502,
+          240.2983,
+          241.269
+        ],
+        "LBL": "33144222443243412143413213324322231313431133433232123323444424324132342311443334233332434232243343322124231242232224321243334433300333224432131234343244324344344443424331342424442130242334232132433434323423332243233322343324334343323244332243243242443324213344442331322212434323323243331244324333413432143223314243413233422043233324333234422324434423133323334433323432232110442044323343342432432433423343342243231333111243323443124444433334241324243233404332323243411334323334233434312323201124433043323331333434343343333444423234403234243324112421423432323213123433332333323233442341323344334224143441434424343302244143231224432420324413303423434223243244332332331344224224232224443423332303133333231333333444403444333123423343034333322241321323444231232444432333213332222104323343342321422433243234",
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
+      }
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.04,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Limits vary with subgroup size (ADS 3) and are not printed on the slide; centre line only.",
+      "drawn_limits": {
+        "unit": 0.01866,
+        "levels": [
+          0.0037,
+          2.1866,
+          2.3731,
+          2.6903,
+          3.4179
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
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
+      }
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss (%)"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss (%)"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Potential Process Capability",
+      "chart_title": "PM3 H TITLE 1",
+      "chart_subtitle": "PM3 H TITLE 2",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": "Chart title placeholders 'H TITLE 1/2' appear unreplaced in source slide."
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": 0.0,
+      "LBL": -3.7,
+      "UBL": 3.7,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Residual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Maximum Information Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM3 in Grams",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    }
+  ],
+  "drawn_limits_method": "Where VAS prints \"UNEQUAL\", the LBL/UBL of every subgroup are read from the red limit lines in the chart drawing (EMF, 576 x 384 units) and scaled by the y-axis ticks: good to about one drawing unit ('unit', in the response's units)."
+}
diff --git a/tests/fixtures/bishop_analyses/pm_sds_4.json b/tests/fixtures/bishop_analyses/pm_sds_4.json
new file mode 100644
index 0000000..b86b819
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/pm_sds_4.json
@@ -0,0 +1,1095 @@
+{
+  "run": "pm_sds_4",
+  "label": "PM SDS 4",
+  "analytic_design_state": 1,
+  "specs": {
+    "lsl": 232,
+    "usl": 242,
+    "target": 237
+  },
+  "source_file": "PM SDS4.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision); page structure and null pattern from the PM SDS reference for the same ADS.",
+  "pages_extracted": 34,
+  "capability": {
+    "pp": 0.94,
+    "ppk_upper": 0.79,
+    "ppk_lower": 1.09,
+    "pct_below_lsl": 0.59,
+    "pct_above_usl": 0.48,
+    "cp": 2.28,
+    "cpk_upper": 1.91,
+    "cpk_lower": 2.65,
+    "potential_pct_below_lsl": 0.0,
+    "potential_pct_above_usl": 0.0
+  },
+  "loss": {
+    "pct_interaction": 44.8,
+    "pct_unexplained": 20.1,
+    "pct_centering": 16.2,
+    "pct_pdc": 13.8,
+    "pct_time": 5.1,
+    "pct_pdc_f1": 8.1,
+    "pct_pdc_f2": 4.3,
+    "pct_pdc_factor_interaction": 1.4
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.05556,
+        "levels": [
+          235.9444,
+          236.2778,
+          236.5,
+          236.6667,
+          239.0,
+          239.1667,
+          239.3889,
+          239.7222
+        ],
+        "LBL": "102001110102223001100203001112110112211200010011011212001210000110221000201321001110111122112210031110311012210302110110011201202022121102012221110202110110011102011101001110202111023122003223110021212112010110021111111322002012011010100011120300100202012021202221103111102100002003120101310103032011210021201010100011201011002232000212331120201110111202210301011000112021000102102012311120001211120211011120012110000110112122102121100111311211212000100000111010101013010100011000122102101111012002110000020000102011211000002021121100101200121033220001101101110102000011100020220300010100200200011102100111220000100120011111102002112000001222",
+        "UBL": "675776667675554776677574776665667665566577767766766565776567777667556777576456776667666655665567746667466765567475667667766576575755656675765556667575667667766675766676776667575666754655774554667756565665767667756666666455775765766767677766657477677575765756575556674666675677775774657676467674745766567756576767677766576766775545777565446657576667666575567476766777665756777675675765466657776566657566766657765667777667665655675656677666466566565777677777666767676764767677766777655675676666765775667777757777675766566777775756656677676577656744557776676676667675777766677757557477767677577577766675677666557777677657766666675775665777776555"
+      }
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.76,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.5941,
+          1.7342,
+          1.9585,
+          2.491
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443334333322332234413334133432234142334334433243242422323342432223334242334334433342433343443334242333421322441221334423232332434334423333333122442432433434344433324144344242432423242223341333342344442441324343134341412433234423243434344433243433442212444232113324243334333242234143433444332423444342342432133324443233324233433324432334444334332322342323344333133233232444344444333434343431434344433444322342343333432442334444424444342433233444442423323344343244323411224443343343334342444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG AVG",
+      "CL": 238.23,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.04075,
+        "levels": [
+          236.6671,
+          236.9523,
+          237.1153,
+          237.2376,
+          239.2344,
+          239.3566,
+          239.5196,
+          239.8049
+        ],
+        "LBL": "102001110102223001100203001112110112211200010011011212001210000110221000201321001",
+        "UBL": "675776667675554776677574776665667665566577767766766565776567777667556777576456776"
+      }
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG STDEV",
+      "CL": 0.64,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0102,
+        "levels": [
+          0.0,
+          1.3367,
+          1.449,
+          1.6429,
+          2.0918
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443"
+      }
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG AVG",
+      "CL": 238.54,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.04053,
+        "levels": [
+          236.6905,
+          237.0553,
+          237.2579,
+          237.3795,
+          239.7303,
+          239.8519,
+          240.0545,
+          240.4193
+        ],
+        "LBL": "11011112211221003111031101221030211011001120120202212110201222111020211011001110",
+        "UBL": "66766665566556774666746676556747566766776657657575565667576555666757566766776667"
+      }
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG STDEV",
+      "CL": 0.76,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01208,
+        "levels": [
+          0.004,
+          1.5862,
+          1.719,
+          1.9485,
+          2.4799
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "33433332233223441333413343223414233433443324324242232334243222333424233433443334"
+      }
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG AVG",
+      "CL": 237.24,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02703,
+        "levels": [
+          235.2432,
+          235.6216,
+          235.8378,
+          235.973,
+          238.5135,
+          238.6757,
+          238.8919,
+          239.2432
+        ],
+        "LBL": "20111010011102021110231220032231100212121120101100211111113220020120110101000",
+        "UBL": "57666767766675756667546557745546677565656657676677566666664557757657667676777"
+      }
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG STDEV",
+      "CL": 0.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.722,
+          1.862,
+          2.114,
+          2.688
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "24333434433342423334213224412213344232323324343344233333331224424324334343444"
+      }
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG AVG",
+      "CL": 238.99,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02467,
+        "levels": [
+          236.8844,
+          237.2791,
+          237.5011,
+          237.6737,
+          240.3376,
+          240.4856,
+          240.7322,
+          241.1022
+        ],
+        "LBL": "1112030010020201202120222110311110210000200312010131010303201121002120101010001120",
+        "UBL": "6665747767757576575657555667466667567777577465767646767474576656775657676767776657"
+      }
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG STDEV",
+      "CL": 0.85,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.7903,
+          1.9444,
+          2.1967,
+          2.7993
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "3332414434424243242324222334133334234444244132434313434141243323442324343434443324"
+      }
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG AVG",
+      "CL": 236.58,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.04398,
+        "levels": [
+          234.609,
+          234.9608,
+          235.1807,
+          235.3566,
+          237.8193,
+          237.9952,
+          238.2151,
+          238.5669
+        ],
+        "LBL": "10110022320002123311202011101112022103010110001120210001021020123111200012111202",
+        "UBL": "67667755457775654466575766676665755674767667776657567776756757654666577765666575"
+      }
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG STDEV",
+      "CL": 0.81,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.68,
+          1.82,
+          2.072,
+          2.632
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "34334422124442321133242433343332422341434334443324234443423424321333244432333242"
+      }
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG AVG",
+      "CL": 237.18,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.05379,
+        "levels": [
+          235.4467,
+          235.7695,
+          235.9846,
+          236.0922,
+          238.2978,
+          238.4054,
+          238.6206,
+          238.9433
+        ],
+        "LBL": "110111200121100001101121221021211001113112112120001000001110101010130101000110001",
+        "UBL": "667666577656677776676656556756566776664665665657776777776667676767647676777667776"
+      }
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG STDEV",
+      "CL": 0.71,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01169,
+        "levels": [
+          -0.0028,
+          1.4819,
+          1.5988,
+          1.8209,
+          2.3118
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "334333244323344443343323223423233443331332332324443444443334343434314343444334443"
+      }
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG AVG",
+      "CL": 237.57,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.03151,
+        "levels": [
+          235.7592,
+          236.0743,
+          236.2948,
+          236.4209,
+          238.7524,
+          238.8785,
+          239.0675,
+          239.4141
+        ],
+        "LBL": "2210210111101200211000002000010201121100000202112110010120012103322000110110111010",
+        "UBL": "5567567666676577566777775777767576656677777575665667767657765674455777667667666767"
+      }
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG STDEV",
+      "CL": 0.74,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.538,
+          1.6782,
+          1.8884,
+          2.4069
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2234234333343244233444442444434243323344444242332334434324432341122444334334333434"
+      }
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG AVG",
+      "CL": 238.16,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.03333,
+        "levels": [
+          236.2333,
+          236.5667,
+          236.8,
+          236.9333,
+          239.4,
+          239.5333,
+          239.7333,
+          240.1
+        ],
+        "LBL": "2000011100020220300010100200200011102100111220000100120011111102002112000001222",
+        "UBL": "5777766677757557477767677577577766675677666557777677657766666675775665777776555"
+      }
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG STDEV",
+      "CL": 0.77,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0127,
+        "levels": [
+          0.0012,
+          1.6141,
+          1.7537,
+          1.9823,
+          2.5284
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Current Process Capability",
+      "chart_title": "PM1 H TITLE 1",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.81,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01174,
+        "levels": [
+          237.6659,
+          237.9476,
+          237.9593
+        ],
+        "LBL": "00000000",
+        "UBL": "11111212"
+      }
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.73,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00113,
+        "levels": [
+          0.6199,
+          0.63,
+          0.8305
+        ],
+        "LBL": "11111110",
+        "UBL": "22222222"
+      }
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0142,
+        "levels": [
+          237.1085,
+          237.1369,
+          237.1795,
+          237.2079,
+          237.2221,
+          237.2363,
+          237.2647,
+          237.2789,
+          237.2931,
+          237.3073,
+          237.3215,
+          237.3357,
+          237.3499,
+          237.3641,
+          237.3783,
+          237.3925,
+          237.4067,
+          238.2302,
+          238.2586,
+          238.2728,
+          238.287,
+          238.3012,
+          238.3154,
+          238.3296,
+          238.3438,
+          238.358,
+          238.3722,
+          238.4006,
+          238.4148,
+          238.429,
+          238.4574,
+          238.5,
+          238.5284
+        ],
+        "LBL": "bc546b88943ddb6b5d7gdb74c4cc696ca78697f25b33cbeaaa4978889c078696f994a97ef9b08b19ac9b3eaa89882439bc3a",
+        "UBL": "lkrsqloonstjjlqlrjphjlpskskkqnqkmpoqnpiurlttklimmmsnpooonkwpoqnqinnsmnpiinlwolvnmknltimmonooustnlktm"
+      }
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.73,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00575,
+        "levels": [
+          0.2103,
+          0.239,
+          0.262,
+          0.2793,
+          0.3023,
+          0.308,
+          0.331,
+          0.3368,
+          0.3483,
+          0.3598,
+          0.3713,
+          0.377,
+          0.3885,
+          0.4,
+          0.4115,
+          0.4172,
+          0.4287,
+          0.4402,
+          1.0324,
+          1.0439,
+          1.0497,
+          1.0612,
+          1.0727,
+          1.0842,
+          1.0899,
+          1.1014,
+          1.1129,
+          1.1302,
+          1.1417,
+          1.1532,
+          1.1704,
+          1.1934,
+          1.2107,
+          1.2337,
+          1.2624
+        ],
+        "LBL": "bc546b88943eeb6b5e7heb74d4dc696ca78697g25b33cbeaaa4978889d078696g994a97eg9b08b19ac9b3faa89882439bd3a",
+        "UBL": "nmtusnqqpuvllnsntlrilnrumummspsmorqsprjwtnvvmnkooouprqqqpmyrqspsjppuoprkjpnyqnxpompnvkooqpqqwuvpnmvo"
+      }
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG AVG",
+      "CL": 237.81,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00762,
+        "levels": [
+          237.7141,
+          237.9121,
+          237.9197
+        ],
+        "LBL": "0000",
+        "UBL": "1112"
+      }
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG STDEV",
+      "CL": 0.73,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": "One subgroup per factor level (confirmed by Dr. Bishop, 10/8/2026). These subgroups have more than 343 values, and the 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343 (Minitab's GAMMA limit), so its limits follow N = 500; limits pending his rerun with alpha_N from a table.",
+      "drawn_limits": {
+        "unit": 0.0007,
+        "levels": [
+          0.6603,
+          0.8005
+        ],
+        "LBL": "0000",
+        "UBL": "1111",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG AVG",
+      "CL": 237.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00422,
+        "levels": [
+          237.7495,
+          237.8889
+        ],
+        "LBL": "00",
+        "UBL": "11"
+      }
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG STDEV",
+      "CL": 0.73,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": "One subgroup per factor level (confirmed by Dr. Bishop, 10/8/2026). These subgroups have more than 343 values, and the 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343 (Minitab's GAMMA limit), so its limits follow N = 500; limits pending his rerun with alpha_N from a table.",
+      "drawn_limits": {
+        "unit": 0.0007,
+        "levels": [
+          0.6603,
+          0.8005
+        ],
+        "LBL": "00",
+        "UBL": "11",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Averages",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.05589,
+        "levels": [
+          235.9321,
+          236.2675,
+          236.491,
+          236.6587,
+          239.006,
+          239.1737,
+          239.3413,
+          239.6766
+        ],
+        "LBL": "102001110102223001100203001112110112211200010011011212001210000110221000201321001110111122112210031110311012210302110110011201202022121102012221110202110110011102011101001110202111023122003223110021212112010110021111111322002012011010100011120300100202012021202221103111102100002003120101310103032011210021201010100011201011002232000212331120201110111202210301011000112021000102102012311120001211120211011120012110000110112122102121100111311211212000100000111010101013010100011000122102101111012002110000020000102011211000002021121100101200121033220001101101110102000011100020220300010100200200011102100111220000100120011111102002112000001222",
+        "UBL": "675776667675554776677574776665667665566577767766766565776567777667556777576456776667666655665567746667466765567475667667766576575755656675765556667575667667766675766676776667575666754655774554667756565665767667756666666455775765766767677766657477677575765756575556674666675677775774657676467674745766567756576767677766576766775545777565446657576667666575567476766777665756777675675765466657776566657566766657765667777667665655675656677666466566565777677777666767676764767677766777655675676666765775667777757777675766566777775756656677676577656744557776676676667675777766677757557477767677577577766675677666557777677657766666675775665777776555"
+      }
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.76,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.5941,
+          1.7342,
+          1.9585,
+          2.491
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443334333322332234413334133432234142334334433243242422323342432223334242334334433342433343443334242333421322441221334423232332434334423333333122442432433434344433324144344242432423242223341333342344442441324343134341412433234423243434344433243433442212444232113324243334333242234143433444332423444342342432133324443233324233433324432334444334332322342323344333133233232444344444333434343431434344433444322342343333432442334444424444342433233444442423323344343244323411224443343343334342444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Potential Process Capability",
+      "chart_title": "PM1 H TITLE 1",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PM SDS 4",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": 0.0,
+      "LBL": -2.49,
+      "UBL": 2.49,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Maximum Information Analysis",
+      "chart_title": "PM1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM1",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 1: N > 1 COMPLETE"
+      },
+      "notes": null
+    }
+  ],
+  "drawn_limits_method": "Where VAS prints \"UNEQUAL\", the LBL/UBL of every subgroup are read from the red limit lines in the chart drawing (EMF, 576 x 384 units) and scaled by the y-axis ticks: good to about one drawing unit ('unit', in the response's units)."
+}
diff --git a/tests/fixtures/bishop_analyses/pm_sds_5.json b/tests/fixtures/bishop_analyses/pm_sds_5.json
new file mode 100644
index 0000000..731aa0c
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/pm_sds_5.json
@@ -0,0 +1,785 @@
+{
+  "run": "pm_sds_5",
+  "label": "PM SDS 5",
+  "analytic_design_state": 2,
+  "specs": {
+    "lsl": 232,
+    "usl": 242,
+    "target": 237
+  },
+  "source_file": "PM SDS5.pptm (VAS run of 10/3/2026, 10-1 manual); loss shares from PM SDS 5 ANALYSIS.pptm (VAS rerun at target 237, 10/8/2026, charts and capability identical to the 10/3 run)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision); page structure and null pattern from the PM SDS reference for the same ADS.",
+  "pages_extracted": 34,
+  "capability": {
+    "pp": 1.1,
+    "ppk_upper": 0.92,
+    "ppk_lower": 1.28,
+    "pct_below_lsl": 0.62,
+    "pct_above_usl": 0.0,
+    "cp": 1.82,
+    "cpk_upper": 1.53,
+    "cpk_lower": 2.11,
+    "potential_pct_below_lsl": 0.0,
+    "potential_pct_above_usl": 0.31
+  },
+  "loss": {
+    "pct_unexplained": 28.5,
+    "pct_pdc": 22.7,
+    "pct_interaction": 22.0,
+    "pct_centering": 21.8,
+    "pct_time": 5.0,
+    "pct_pdc_f1": 15.2,
+    "pct_pdc_f2": 6.6,
+    "pct_pdc_factor_interaction": 0.9
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": "PM2",
+      "CL": 237.8,
+      "LBL": 235.47,
+      "UBL": 240.13,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": "MOVING RANGE",
+      "CL": 0.88,
+      "LBL": 0.0,
+      "UBL": 2.86,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "PM2",
+      "CL": 238.13,
+      "LBL": 235.6,
+      "UBL": 240.67,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "MOVING RANGE",
+      "CL": 0.95,
+      "LBL": 0.0,
+      "UBL": 3.12,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "PM2",
+      "CL": 238.87,
+      "LBL": 237.36,
+      "UBL": 240.38,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "MOVING RANGE",
+      "CL": 0.57,
+      "LBL": 0.0,
+      "UBL": 1.85,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "PM2",
+      "CL": 237.47,
+      "LBL": 235.55,
+      "UBL": 239.4,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "MOVING RANGE",
+      "CL": 0.72,
+      "LBL": 0.0,
+      "UBL": 2.36,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "PM2",
+      "CL": 238.9,
+      "LBL": 237.13,
+      "UBL": 240.67,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "MOVING RANGE",
+      "CL": 0.67,
+      "LBL": 0.0,
+      "UBL": 2.17,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "PM2",
+      "CL": 236.45,
+      "LBL": 233.44,
+      "UBL": 239.46,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "MOVING RANGE",
+      "CL": 1.13,
+      "LBL": 0.0,
+      "UBL": 3.7,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "PM2",
+      "CL": 236.99,
+      "LBL": 234.3,
+      "UBL": 239.68,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "MOVING RANGE",
+      "CL": 1.01,
+      "LBL": 0.0,
+      "UBL": 3.3,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "PM2",
+      "CL": 237.43,
+      "LBL": 235.13,
+      "UBL": 239.74,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "MOVING RANGE",
+      "CL": 0.87,
+      "LBL": 0.0,
+      "UBL": 2.83,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "PM Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "PM2",
+      "CL": 238.18,
+      "LBL": 235.89,
+      "UBL": 240.46,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "MOVING RANGE",
+      "CL": 0.86,
+      "LBL": 0.0,
+      "UBL": 2.81,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Current Process Capability",
+      "chart_title": "PM2 H TITLE 1",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM2 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.8,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01198,
+        "levels": [
+          237.4925,
+          237.5044,
+          237.5164,
+          237.5284,
+          238.0914,
+          238.1034,
+          238.1153,
+          238.1273
+        ],
+        "LBL": "10121223",
+        "UBL": "57655554"
+      }
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.89,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00359,
+        "levels": [
+          0.6613,
+          0.6721,
+          0.6792,
+          1.0888,
+          1.0996,
+          1.1104
+        ],
+        "LBL": "10121222",
+        "UBL": "45434443"
+      }
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01571,
+        "levels": [
+          236.5185,
+          236.6442,
+          236.7542,
+          236.8328,
+          236.8956,
+          238.7497,
+          238.7969,
+          238.8754,
+          238.9854,
+          239.1268
+        ],
+        "LBL": "0032031232323123223324123221422240434133134421241442413432342433413322223122223123333324041113323223",
+        "UBL": "9967968767676876776675876778577759565866865578758557586567657566586677776877776876666675958886676776"
+      }
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.83,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01267,
+        "levels": [
+          0.0018,
+          0.0272,
+          0.1032,
+          0.1539,
+          1.4971,
+          1.5605,
+          1.6365,
+          1.7379,
+          1.8773
+        ],
+        "LBL": "0021020121212012112213012110311130323022023310130331302321231322302211112011112012222213030002212112",
+        "UBL": "8856857656565765665564765667466648454755754467647446475456546455475566665766665765555564847775565665"
+      }
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG AVG",
+      "CL": 237.81,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00917,
+        "levels": [
+          237.5899,
+          237.5991,
+          238.0211,
+          238.0303
+        ],
+        "LBL": "0111",
+        "UBL": "3322"
+      }
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG STDEV",
+      "CL": 0.9,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0027,
+        "levels": [
+          0.7405,
+          0.7514,
+          1.0486
+        ],
+        "LBL": "0111",
+        "UBL": "2222"
+      }
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG AVG",
+      "CL": 237.79,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00491,
+        "levels": [
+          237.6411,
+          237.9504
+        ],
+        "LBL": "00",
+        "UBL": "11"
+      }
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG STDEV",
+      "CL": 0.91,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00117,
+        "levels": [
+          0.7998,
+          0.8091,
+          1.0203
+        ],
+        "LBL": "01",
+        "UBL": "22"
+      }
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Analysis of PDCxPT Interaction",
+      "chart_title": "R3 Residuals Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": "R3 RESIDUALS",
+      "CL": 237.8,
+      "LBL": 232.9,
+      "UBL": 242.7,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Analysis of R3 Residuals",
+      "chart_title": "Moving Range Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": "MOVING RANGE",
+      "CL": 1.84,
+      "LBL": 0.0,
+      "UBL": 6.02,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Moving Range"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM2 in Grams",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": "PM2 in Grams",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Potential Process Capability",
+      "chart_title": "PM2 H TITLE 1",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM2 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PM SDS 5",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": 0.0,
+      "LBL": -2.84,
+      "UBL": 2.84,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Individual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Maximum Information Analysis",
+      "chart_title": "PM2 in Grams",
+      "chart_subtitle": null,
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM2 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 2: N = 1 COMPLETE"
+      },
+      "notes": null
+    }
+  ],
+  "drawn_limits_method": "Where VAS prints \"UNEQUAL\", the LBL/UBL of every subgroup are read from the red limit lines in the chart drawing (EMF, 576 x 384 units) and scaled by the y-axis ticks: good to about one drawing unit ('unit', in the response's units)."
+}
diff --git a/tests/fixtures/bishop_analyses/pm_sds_6.json b/tests/fixtures/bishop_analyses/pm_sds_6.json
new file mode 100644
index 0000000..b2d036e
--- /dev/null
+++ b/tests/fixtures/bishop_analyses/pm_sds_6.json
@@ -0,0 +1,1113 @@
+{
+  "run": "pm_sds_6",
+  "label": "PM SDS 6",
+  "analytic_design_state": 3,
+  "specs": {
+    "lsl": 232,
+    "usl": 242,
+    "target": 237
+  },
+  "source_file": "PM SDS6.pptm (VAS run of 10/3/2026, 10-1 manual)",
+  "extraction_method": "Values read from the text drawn in the Minitab charts of the VAS deck (displayed precision); page structure and null pattern from the PM SDS reference for the same ADS.",
+  "pages_extracted": 34,
+  "capability": {
+    "pp": 0.94,
+    "ppk_upper": 0.78,
+    "ppk_lower": 1.1,
+    "pct_below_lsl": 0.6,
+    "pct_above_usl": 0.5,
+    "cp": 1.51,
+    "cpk_upper": 1.25,
+    "cpk_lower": 1.76,
+    "potential_pct_below_lsl": 0.0,
+    "potential_pct_above_usl": 0.2
+  },
+  "loss": {
+    "pct_unexplained": 31.6,
+    "pct_interaction": 31.0,
+    "pct_centering": 18.9,
+    "pct_pdc": 14.9,
+    "pct_time": 3.5,
+    "pct_pdc_f1": 9.5,
+    "pct_pdc_f2": 4.1,
+    "pct_pdc_factor_interaction": 1.3
+  },
+  "items": [
+    {
+      "page_number": 1,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.86,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.05662,
+        "levels": [
+          235.1911,
+          235.9838,
+          236.3236,
+          236.5501,
+          236.6633,
+          239.0415,
+          239.2113,
+          239.4378,
+          239.7776,
+          240.5137
+        ],
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
+        "UBL": "9786887797878966658897978868599887776778977667768887887978776768897678898987786678886875999678877798777769677667889577978577876678589679787978879976989768686967677868976667778686778977887778968797787988777868697778965766885696577998986767697768787788967777797795696998998687687787999878889779768958878986868768676986669797857777986789888689857698787578978585687767886979687878788877698787788669568889676557768689777877768696978587877898899799768967888786789689976579776888767779686778797769887677988887789776799667899969767788777597767769976888788988877789787878975878788877988876697869978977778796886778888868998887869877677888886867767997887876887679855668998877877987778786888987778988686685889878789896886998889779786788977979669888878876887777778968896776988988897666"
+      }
+    },
+    {
+      "page_number": 2,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 0.76,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.5941,
+          1.7342,
+          1.9585,
+          2.491
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443334333322332234413334133432234142334334433243242422323342432223334242334334433342433343443334242333421322441221334423232332434334423333333122442432433434344433324144344242432423242223341333342344442441324343134341412433234423243434344433243433442212444232113324243334333242234143433444332423444342342432133324443233324233433324432334444334332322342323344333133233232444344444333434343431434344433444322342343333432442334444424444342433233444442423323344343244323411224443343343334342444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 3,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG AVG",
+      "CL": 238.33,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.04358,
+        "levels": [
+          236.0903,
+          236.7441,
+          237.0491,
+          237.2235,
+          237.3542,
+          239.3154,
+          239.4461,
+          239.6204,
+          239.9255,
+          240.5357
+        ],
+        "LBL": "021311220212103334110202113140011222322102233223111211202122323110232110101221332111312400032112",
+        "UBL": "978688779787896665889797886859988777677897766776888788797877676889767889898778667888687599967887"
+      }
+    },
+    {
+      "page_number": 4,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 1-1",
+      "variable": "RSG STDEV",
+      "CL": 0.64,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0102,
+        "levels": [
+          0.0,
+          1.3367,
+          1.449,
+          1.6429,
+          2.0918
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443"
+      }
+    },
+    {
+      "page_number": 5,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG AVG",
+      "CL": 238.6,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.04505,
+        "levels": [
+          235.994,
+          236.7598,
+          237.0751,
+          237.3003,
+          237.4354,
+          239.7778,
+          239.9129,
+          240.1381,
+          240.4535,
+          241.2192
+        ],
+        "LBL": "22012222303223321104220214221233214103202120211200230102313130323221310233322213132210221122210",
+        "UBL": "77987777696776678895779785778766785896797879788799769897686869676778689766677786867789778877789"
+      }
+    },
+    {
+      "page_number": 6,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 1-2",
+      "variable": "RSG STDEV",
+      "CL": 0.76,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01208,
+        "levels": [
+          0.004,
+          1.5862,
+          1.719,
+          1.9485,
+          2.4799
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "33433332233223441333413343223414233433443324324242232334243222333424233433443334"
+      }
+    },
+    {
+      "page_number": 7,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG AVG",
+      "CL": 237.41,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.03601,
+        "levels": [
+          234.5666,
+          235.395,
+          235.7911,
+          236.0072,
+          236.1513,
+          238.6723,
+          238.8523,
+          239.0684,
+          239.4286,
+          240.2569
+        ],
+        "LBL": "3120221201122213130222103423311430342200101323230223121221103222220220430300100131231221200012111",
+        "UBL": "6879778798877786869777896576688569657799898676769776878778896777779779569699899868768778799987888"
+      }
+    },
+    {
+      "page_number": 8,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 2-1",
+      "variable": "RSG STDEV",
+      "CL": 0.82,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.722,
+          1.862,
+          2.114,
+          2.688
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "24333434433342423334213224412213344232323324343344233333331224424324334343444"
+      }
+    },
+    {
+      "page_number": 9,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG AVG",
+      "CL": 239.08,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.02941,
+        "levels": [
+          236.0882,
+          236.9706,
+          237.3529,
+          237.5882,
+          237.7353,
+          240.4118,
+          240.5588,
+          240.7941,
+          241.1765,
+          242.0588
+        ],
+        "LBL": "0220231041121013131231323013330202142222013210111310142301212421021414312232113020312121211122301",
+        "UBL": "9779768958878986868768676986669797857777986789888689857698787578978585687767886979687878788877698"
+      }
+    },
+    {
+      "page_number": 10,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 2-2",
+      "variable": "RSG STDEV",
+      "CL": 0.85,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.7903,
+          1.9444,
+          2.1967,
+          2.7993
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "3332414434424243242324222334133334234444244132434313434141243323442324343434443324"
+      }
+    },
+    {
+      "page_number": 11,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG AVG",
+      "CL": 236.61,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.04398,
+        "levels": [
+          233.8174,
+          234.653,
+          235.0048,
+          235.2247,
+          235.3566,
+          237.8633,
+          237.9952,
+          238.2151,
+          238.6109,
+          239.4025
+        ],
+        "LBL": "212211330431110323442231310222122231303021412122101100200231032111213210310023420223111232220313",
+        "UBL": "787788669568889676557768689777877768696978587877898899799768967888786789689976579776888767779686"
+      }
+    },
+    {
+      "page_number": 12,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 3-1",
+      "variable": "RSG STDEV",
+      "CL": 0.81,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.014,
+        "levels": [
+          0.0,
+          1.68,
+          1.82,
+          2.072,
+          2.632
+        ],
+        "LBL": "00000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "34334422124442321133242433343332422341434334443324234443423424321333244432333242"
+      }
+    },
+    {
+      "page_number": 13,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG AVG",
+      "CL": 237.18,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.05379,
+        "levels": [
+          234.7474,
+          235.4467,
+          235.7695,
+          235.9846,
+          236.0922,
+          238.2978,
+          238.4054,
+          238.6206,
+          238.9433,
+          239.6427
+        ],
+        "LBL": "22120223011232201111221022320033210003023221122240223223002311121101112221021212102412121112201112",
+        "UBL": "77879776988767798888778977679966789996976778877759776776997688878898887778978787897587878887798887"
+      }
+    },
+    {
+      "page_number": 14,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 3-2",
+      "variable": "RSG STDEV",
+      "CL": 0.71,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01169,
+        "levels": [
+          -0.0028,
+          1.4819,
+          1.5988,
+          1.8209,
+          2.3118
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "334333244323344443343323223423233443331332332324443444443334343434314343444334443"
+      }
+    },
+    {
+      "page_number": 15,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG AVG",
+      "CL": 237.55,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.03601,
+        "levels": [
+          234.9628,
+          235.7191,
+          236.0792,
+          236.2593,
+          236.4034,
+          238.7083,
+          238.8523,
+          239.0324,
+          239.3926,
+          240.1489
+        ],
+        "LBL": "330213002102222120311322111113100111213012232211111313223200211212311232014433100112212201222121",
+        "UBL": "669786997897777879688677888886899888786987767788888686776799788787688767985566899887787798777878"
+      }
+    },
+    {
+      "page_number": 16,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 4-1",
+      "variable": "RSG STDEV",
+      "CL": 0.74,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01401,
+        "levels": [
+          -0.0035,
+          1.538,
+          1.6782,
+          1.8884,
+          2.4069
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2234234333343244233444442444434243323344444242332334434324432341122444334334333434"
+      }
+    },
+    {
+      "page_number": 17,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG AVG",
+      "CL": 238.09,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.03333,
+        "levels": [
+          235.3333,
+          236.1667,
+          236.5,
+          236.7,
+          236.8667,
+          239.3,
+          239.4667,
+          239.6667,
+          240.0333,
+          240.8333
+        ],
+        "LBL": "3111012221011313314110121210103113001110220213211022020330111121123112222221031103223011011102333",
+        "UBL": "6888987778988686685889878789896886998889779786788977979669888878876887777778968896776988988897666"
+      }
+    },
+    {
+      "page_number": 18,
+      "analysis_title": "Analysis of Original Performance Measurement Behavior",
+      "chart_title": "Analysis of PM Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PDC RSG - 4-2",
+      "variable": "RSG STDEV",
+      "CL": 0.77,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.0127,
+        "levels": [
+          0.0012,
+          1.6141,
+          1.7537,
+          1.9823,
+          2.5284
+        ],
+        "LBL": "0000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "2444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 19,
+      "analysis_title": "Current Process Capability",
+      "chart_title": "PM3 H TITLE 1",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 20,
+      "analysis_title": "Process Design Condition Main Effects Analysis",
+      "chart_title": "Analysis of PDC RSG Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.86,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01212,
+        "levels": [
+          237.6409,
+          237.653,
+          238.0651,
+          238.0772
+        ],
+        "LBL": "11111000",
+        "UBL": "32322333"
+      }
+    },
+    {
+      "page_number": 21,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.11,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDC RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00163,
+        "levels": [
+          0.9499,
+          0.9597,
+          1.2507,
+          1.2605
+        ],
+        "LBL": "11111110",
+        "UBL": "32222333"
+      }
+    },
+    {
+      "page_number": 22,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.86,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01004,
+        "levels": [
+          236.9237,
+          236.9639,
+          236.994,
+          237.0141,
+          237.0442,
+          237.0643,
+          237.0843,
+          237.1044,
+          237.1245,
+          237.1446,
+          237.1546,
+          237.1747,
+          237.1847,
+          237.2048,
+          237.2149,
+          237.2349,
+          238.4799,
+          238.5,
+          238.51,
+          238.5301,
+          238.5402,
+          238.5602,
+          238.5703,
+          238.5904,
+          238.6104,
+          238.6305,
+          238.6506,
+          238.6707,
+          238.7008,
+          238.7209,
+          238.751,
+          238.7912
+        ],
+        "LBL": "99435867833bb9493c6fb864b2a9575b966586e3592299c8784757678b257465e664775ce882690889993d78666623279a18",
+        "UBL": "mmrsqnponsskkmrmsjpgknprktlmqoqkmppqnphsqmttmmjnonroqoponktqorpqhpprooqjhnntpmvnnmmmsionpppptstomlun"
+      }
+    },
+    {
+      "page_number": 23,
+      "analysis_title": "Production Time Main Effects Analysis",
+      "chart_title": "Analysis of PT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.11,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00784,
+        "levels": [
+          0.4202,
+          0.4516,
+          0.4672,
+          0.4986,
+          0.5064,
+          0.53,
+          0.5456,
+          0.5613,
+          0.577,
+          0.5927,
+          0.6005,
+          0.6083,
+          0.6162,
+          0.6319,
+          0.6397,
+          0.6554,
+          1.549,
+          1.5725,
+          1.5803,
+          1.5882,
+          1.6039,
+          1.6117,
+          1.6195,
+          1.6274,
+          1.6509,
+          1.6587,
+          1.6823,
+          1.6979,
+          1.7214,
+          1.745,
+          1.7606,
+          1.792
+        ],
+        "LBL": "99435867833bb9493c6fb864b2a9575b966586e3592299c8784757678b257465e664775ce882690889993d78666623279a18",
+        "UBL": "mmrsqnponsskkmrmsjpgknprktlmqoqkmppqnphsqmttmmjnonroqoponktqorpqhpprooqjhnntpmvnnmmmsionpppptstomlun"
+      }
+    },
+    {
+      "page_number": 24,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG AVG",
+      "CL": 237.86,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00769,
+        "levels": [
+          237.7093,
+          238.0016,
+          238.0093
+        ],
+        "LBL": "0000",
+        "UBL": "1122"
+      }
+    },
+    {
+      "page_number": 25,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PD Factor - F1",
+      "variable": "RSG STDEV",
+      "CL": 1.11,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00105,
+        "levels": [
+          1.0002,
+          1.2097
+        ],
+        "LBL": "0000",
+        "UBL": "1111",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 26,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG AVG",
+      "CL": 237.86,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00405,
+        "levels": [
+          237.7596,
+          237.9704
+        ],
+        "LBL": "00",
+        "UBL": "11"
+      }
+    },
+    {
+      "page_number": 27,
+      "analysis_title": "Process Design Factor Main Effects Analysis",
+      "chart_title": "Analysis of PD Factor Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": "PD Factor - F2",
+      "variable": "RSG STDEV",
+      "CL": 1.11,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PD Factor RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.00103,
+        "levels": [
+          1.0,
+          1.2105
+        ],
+        "LBL": "00",
+        "UBL": "11",
+        "pending": "A subgroup here has 343 or more values. The 10/3 VAS held alpha_N (Eq 10-12) at 0.9995 above N = 343, where Minitab's GAMMA function overflows, so its S limits follow N = 500 instead of the subgroup's own N (confirmed by Dr. Bishop, 10/8/2026). Pending his rerun with alpha_N from a table."
+      }
+    },
+    {
+      "page_number": 28,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Averages",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG AVG",
+      "CL": 237.86,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Average"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.07742,
+        "levels": [
+          234.2495,
+          235.3333,
+          235.7978,
+          236.1075,
+          236.2624,
+          239.4366,
+          239.6688,
+          239.9785,
+          240.443,
+          241.4495
+        ],
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
+      }
+    },
+    {
+      "page_number": 29,
+      "analysis_title": "Process Design Condition by Production Time Interaction Effects",
+      "chart_title": "Analysis of PDCxPT RSG Sample Standard Deviations",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": "RSG STDEV",
+      "CL": 1.03,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Sample Standard Deviation"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null,
+      "drawn_limits": {
+        "unit": 0.01876,
+        "levels": [
+          0.0038,
+          2.1614,
+          2.3302,
+          2.6492,
+          3.3621
+        ],
+        "LBL": "000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000",
+        "UBL": "342443334342221443344241443332334332233244434433433232443234444334223444243123443334333322332234413334133432234142334334433243242422323342432223334242334334433342433343443334242333421322441221334423232332434334423333333122442432433434344433324144344242432423242223341333342344442441324343134341412433234423243434344433243433442212444232113324243334333242234143433444332423444342342432133324443233324233433324432334444334332322342323344333133233232444344444333434343431434344433444322342343333432442334444424444342433233444442423323344343244323411224443343343334342444433344424224144434344244244433342344333224444344324433333342442332444443222"
+      }
+    },
+    {
+      "page_number": 30,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss (%)"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 31,
+      "analysis_title": "Taguchi Loss Function Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "Components Contributing to Average Loss",
+        "y": "Contribution to Average Loss (%)"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 32,
+      "analysis_title": "Potential Process Capability",
+      "chart_title": "PM3 H TITLE 1",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 33,
+      "analysis_title": "Test of Maximum Information",
+      "chart_title": "R2 Residuals Individuals Chart",
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": "R2 RESIDUALS",
+      "CL": 0.0,
+      "LBL": -3.73,
+      "UBL": 3.73,
+      "axis_labels": {
+        "x": "PDCxPT RSG",
+        "y": "Residual Value"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    },
+    {
+      "page_number": 34,
+      "analysis_title": "Maximum Information Analysis",
+      "chart_title": null,
+      "chart_subtitle": "PM SDS 6",
+      "context_subtitle": null,
+      "variable": null,
+      "CL": null,
+      "LBL": null,
+      "UBL": null,
+      "axis_labels": {
+        "x": "PM3 in Grams",
+        "y": "Percent"
+      },
+      "package": {
+        "analysis_design_state": "ANALYTIC DESIGN STATE 3: N=1 AND N>1 COMPLETE"
+      },
+      "notes": null
+    }
+  ],
+  "drawn_limits_method": "Where VAS prints \"UNEQUAL\", the LBL/UBL of every subgroup are read from the red limit lines in the chart drawing (EMF, 576 x 384 units) and scaled by the y-axis ticks: good to about one drawing unit ('unit', in the response's units)."
+}
diff --git a/tests/fixtures/coffee_capability_full_baseline.json b/tests/fixtures/coffee_capability_full_baseline.json
index d9a1cbe..b09f98d 100644
--- a/tests/fixtures/coffee_capability_full_baseline.json
+++ b/tests/fixtures/coffee_capability_full_baseline.json
@@ -11,6 +11,7 @@
   "ppk_upper": 0.193,
   "ppk": 0.193,
   "sigma_hat_r2": 19.149,
+  "potential_center": 220.771,
   "cp": null,
   "cpk_lower": null,
   "cpk_upper": 0.335,
diff --git a/tests/fixtures/golden_masters/paired_xbar_s/Xbar_data.parquet b/tests/fixtures/golden_masters/paired_xbar_s/Xbar_data.parquet
index 8a6464b..3dfcb8d 100644
Binary files a/tests/fixtures/golden_masters/paired_xbar_s/Xbar_data.parquet and b/tests/fixtures/golden_masters/paired_xbar_s/Xbar_data.parquet differ
diff --git a/tests/fixtures/golden_masters/stratified_uneven/Xbar_data.parquet b/tests/fixtures/golden_masters/stratified_uneven/Xbar_data.parquet
index 7cf3728..32e88cf 100644
Binary files a/tests/fixtures/golden_masters/stratified_uneven/Xbar_data.parquet and b/tests/fixtures/golden_masters/stratified_uneven/Xbar_data.parquet differ
diff --git a/tests/test_ads3_charts.py b/tests/test_ads3_charts.py
new file mode 100644
index 0000000..286ce9d
--- /dev/null
+++ b/tests/test_ads3_charts.py
@@ -0,0 +1,61 @@
+"""ADS 3 (partial replication) charts follow the 10-1 manual: Xbar/S is the default chart.
+
+Tom Bishop's VAS run of 10/3/2026 draws PM SDS 3 as Xbar/S throughout (original data and the
+PDC×PT interaction); the per-condition centre lines on that deck are the unweighted mean of every
+subgroup mean, one-observation subgroups included.
+"""
+
+import pandas as pd
+import pytest
+
+import processbehavior as pb
+
+T100 = 'validation/PBTESTDATABASE_T100.csv'
+
+
+@pytest.fixture(scope='module')
+def pm_sds_3():
+    df = pd.read_csv(T100, na_values=['*'])
+    return pb.formulate(df, response='PM SDS 3', factors=['FACTOR 1', 'FACTOR 2'], time='PRODUCTION TIME', precision=12)
+
+
+def test_ads3_recommends_xbar(pm_sds_3):
+    assert pm_sds_3.analytical_design_state.sds == 3
+    assert pm_sds_3.recommended_chart == 'Xbar'
+
+
+def test_stratified_xbar_centre_counts_one_observation_subgroups():
+    """Each stratum's centre is the mean of all its subgroup means, n = 1 subgroups included."""
+    df = pd.DataFrame(
+        {
+            'lane': ['A'] * 5 + ['B'] * 6,
+            'time': [1, 1, 2, 2, 3, 1, 1, 2, 2, 3, 3],
+            'y': [10.0, 12.0, 14.0, 16.0, 30.0, 5.0, 7.0, 9.0, 11.0, 20.0, 22.0],
+        }
+    )
+    study = pb.formulate(df, response='y', factors=['lane'], time='time', precision=12)
+    result = study.execute(chart='Xbar', by=['time'])
+
+    # Lane A: subgroup means 11, 15 and the single observation 30 -> centre 56/3
+    assert result.statistics('Xbar', stratum='A')['center'] == pytest.approx(56 / 3)
+    # Lane B: all subgroups replicated -> 6, 10, 21 -> centre 37/3
+    assert result.statistics('Xbar', stratum='B')['center'] == pytest.approx(37 / 3)
+
+
+@pytest.mark.parametrize(
+    ('stratum', 'deck_centre'),
+    [('2_2', 239.0), ('3_1', 236.64), ('4_1', 237.52), ('4_2', 238.18), ('1_1', 238.22)],
+)
+def test_pm_sds3_per_condition_centres_match_vas(pm_sds_3, stratum, deck_centre):
+    """PM SDS 3 deck (10/3/2026), pages 3-18: per-condition Xbar centre lines."""
+    result = pm_sds_3.execute(chart='Xbar', by=['PRODUCTION TIME'])
+    assert result.statistics('Xbar', stratum=stratum)['center'] == pytest.approx(deck_centre, abs=0.005)
+
+
+def test_pm_sds3_interaction_xbar_s_centres_match_vas(pm_sds_3):
+    """PM SDS 3 deck (10/3/2026), slides 28-29: interaction Xbar 237.83, S 1.04."""
+    r = pm_sds_3.execute(
+        chart='Xbar', by=['FACTOR 1', 'FACTOR 2', 'PRODUCTION TIME'], value='R3', recentered=True, companion=True
+    )
+    assert r.statistics('Xbar')['center'] == pytest.approx(237.83, abs=0.005)
+    assert r.statistics('S')['center'] == pytest.approx(1.04, abs=0.005)
diff --git a/tests/test_bishop_reference.py b/tests/test_bishop_reference.py
index eb8175b..38bac16 100644
--- a/tests/test_bishop_reference.py
+++ b/tests/test_bishop_reference.py
@@ -41,7 +41,10 @@ def _load_reference(sds_num: int) -> pd.DataFrame:
     return pd.read_excel(_ref_path(sds_num), sheet_name=SHEET_NAME)
 
 
-@pytest.mark.parametrize('sds_num', [1, 2, 3, 6])
+# SDS 1 only: its R2 is the within-cell deviation, unchanged by the 10-1 manual. The 3-5-26
+# workbooks for SDS 2, 3 and 6 predate the 10-1 R2 (the condition-and-period-adjusted, rescaled
+# difference) and no longer describe the reference; Tom's 10/3/2026 run replaces them.
+@pytest.mark.parametrize('sds_num', [1])
 def test_residuals_match_bishop_reference(sds_num: int) -> None:
     if not os.path.exists(_ref_path(sds_num)):
         pytest.skip(f'Reference file not found: {_ref_path(sds_num)}')
@@ -68,10 +71,7 @@ def test_residuals_match_bishop_reference(sds_num: int) -> None:
         ours = merged[our_col]
         toms = merged[ref_col]
 
-        # Tom's MA2 files have NaN for the first time period (no prior period
-        # for moving average). Our code outputs 0.0 there. Drop NaN rows from
-        # comparison — the NaN semantics are a display choice, not a formula
-        # disagreement.
+        # Drop rows where the reference leaves a residual blank.
         mask = toms.notna()
 
         np.testing.assert_allclose(
diff --git a/tests/test_capability.py b/tests/test_capability.py
index 9dcc049..d6f26bd 100644
--- a/tests/test_capability.py
+++ b/tests/test_capability.py
@@ -23,6 +23,7 @@
 import pandas as pd
 import pytest
 
+import processbehavior as pb
 from processbehavior import ProcessBehavior, SpecLimits, ValidationError
 from processbehavior.capability import (
     CapabilityResult,
@@ -590,12 +591,13 @@ def test_pp_ge_ppk(self, sds1_study):
         if cap.pp is not None and cap.ppk is not None:
             assert cap.pp >= cap.ppk or cap.pp == pytest.approx(cap.ppk)
 
-    def test_y_bar_is_overall_mean(self, sds1_study):
-        """Ȳ for potential capability is overall response mean, not mean of R2."""
+    def test_y_bar_is_process_mean(self, sds1_study):
+        """Ȳ is the response's process mean (VAS: the mean of the cell means), not the mean of R2."""
         cap = sds1_study.capability(usl=120, lsl=80)
         ds = sds1_study.dataset
-        expected_y_bar = ds[sds1_study.response].dropna().mean()
+        expected_y_bar = ds.groupby('cell_key')[sds1_study.response].mean().mean()
         assert cap.y_bar == pytest.approx(expected_y_bar)
+        assert cap.y_bar != pytest.approx(ds['R2'].mean())
 
     def test_precision_from_study(self, sds1_study):
         """round_to comes from Study's spec."""
@@ -959,3 +961,72 @@ def test_custom_round_to(self):
         specs = SpecLimits(usl=120, lsl=80)
         cap = assess_capability(study, specs, round_to=5)
         assert cap.round_to == 5
+
+
+# ============================================================================
+# Potential centre (y_bar + mean R2) — 10-1 manual potential capability
+# ============================================================================
+
+
+class TestPotentialCenter:
+    def test_ads1_potential_center_is_y_bar(self):
+        """ADS 1: R2 is the within-cell deviation, which averages to zero."""
+        df = pb.make_design(1, K1=2, K2=2, T=4, seed=42)
+        study = pb.formulate(df, response='y', factors=['factor 1', 'factor 2'], time='time', precision=12)
+        cap = study.capability(usl=float(df['y'].max()) + 10, lsl=float(df['y'].min()) - 10)
+        assert cap.potential_center == pytest.approx(cap.y_bar, abs=1e-9)
+
+    def test_ads2_potential_center_is_mean_of_potential_values(self):
+        df = pd.read_csv('validation/PBTESTDATABASE_T100.csv', na_values=['*'])
+        study = pb.formulate(
+            df, response='PM SDS 2', factors=['FACTOR 1', 'FACTOR 2'], time='PRODUCTION TIME', precision=12
+        )
+        cap = study.capability(lsl=232, usl=242)
+        r2 = study.dataset['R2'].dropna()
+        assert cap.potential_center == pytest.approx(cap.y_bar + r2.mean(), rel=1e-12)
+        sigma = cap.sigma_hat_r2
+        assert cap.cpk_upper == pytest.approx((242 - cap.potential_center) / (3 * sigma), rel=1e-12)
+        assert cap.cpk_lower == pytest.approx((cap.potential_center - 232) / (3 * sigma), rel=1e-12)
+
+    def test_potential_chart_centre_line_at_potential_center(self):
+        df = pd.read_csv('validation/PBTESTDATABASE_T100.csv', na_values=['*'])
+        study = pb.formulate(
+            df, response='PM SDS 2', factors=['FACTOR 1', 'FACTOR 2'], time='PRODUCTION TIME', precision=12
+        )
+        cap = study.capability(lsl=232, usl=242)
+        fig = cap.plot(view='potential')
+        xs = [s.x0 for s in (fig.layout.shapes or []) if s.type == 'line' and s.x0 == s.x1]
+        assert any(x == pytest.approx(cap.potential_center) for x in xs)
+
+
+class TestProcessMean:
+    """y_bar is VAS's process mean: the unweighted mean of the (factor × time) cell means, the same
+    centre as the Xbar chart and the loss function, not the plain average of the readings. The two
+    differ only when cells have different sizes (SDS 3, 4, 6)."""
+
+    @staticmethod
+    def _study(col):
+        df = pd.read_csv('validation/PBTESTDATABASE_T100.csv', na_values=['*'])
+        return pb.formulate(df, response=col, factors=['FACTOR 1', 'FACTOR 2'], time='PRODUCTION TIME', precision=12)
+
+    def test_unbalanced_uses_mean_of_cell_means(self):
+        study = self._study('PM SDS 6')
+        cap = study.capability(lsl=232, usl=242, target=237)
+        d = study.dataset
+        cell_means = d.groupby(['FACTOR 1', 'FACTOR 2', 'PRODUCTION TIME'])['PM SDS 6'].mean()
+        assert cap.y_bar == pytest.approx(cell_means.mean(), rel=1e-12)
+        assert abs(cap.y_bar - d['PM SDS 6'].mean()) > 0.01  # the plain average (237.834) differs here
+        # Tom's PM SDS 6 VAS run (9/24/2026): PROCESS MEAN 237.86, PPL 1.102, PPU 0.78
+        assert round(cap.y_bar, 2) == 237.86
+        assert round(cap.ppk_lower, 3) == 1.102
+        assert round(cap.ppk_upper, 2) == 0.78
+
+    def test_same_centre_as_loss_function(self):
+        study = self._study('PM SDS 3')
+        assert study.capability(lsl=232, usl=242).y_bar == pytest.approx(
+            study.loss_function(target=237).y_bar, rel=1e-12
+        )
+
+    def test_balanced_equals_plain_average(self):
+        study = self._study('PM SDS 1')
+        assert study.capability(lsl=232, usl=242).y_bar == pytest.approx(study.dataset['PM SDS 1'].mean(), rel=1e-12)
diff --git a/tests/test_loss_function.py b/tests/test_loss_function.py
index 95bff27..539903e 100644
--- a/tests/test_loss_function.py
+++ b/tests/test_loss_function.py
@@ -4,6 +4,7 @@
 Uses validation dataset (PBTESTDATABASE_T100.csv) as ground truth.
 """
 
+import pandas as pd
 import pytest
 
 from processbehavior import LossResult, ProcessBehavior, ValidationError
@@ -31,7 +32,7 @@ def study_sds1(pb):
 
 @pytest.fixture
 def study_sds2(pb):
-    """PM SDS 2: 2 factors, time, some singleton cells."""
+    """PM SDS 2: 2 factors, time, one observation in every cell (ADS 2)."""
     return pb.formulate(
         response='PM SDS 2',
         factors=['FACTOR 1', 'FACTOR 2'],
@@ -41,7 +42,7 @@ def study_sds2(pb):
 
 @pytest.fixture
 def study_sds3(pb):
-    """PM SDS 3: 2 factors, time, all singleton cells."""
+    """PM SDS 3: 2 factors, time, a mix of singleton and replicated cells (ADS 3)."""
     return pb.formulate(
         response='PM SDS 3',
         factors=['FACTOR 1', 'FACTOR 2'],
@@ -74,17 +75,17 @@ def study_no_time(pb):
 
 
 class TestValidationPMSDS1:
-    """Match Tom's reference output: Fig 15-4 / 15-5."""
+    """Match Tom's VAS run of 10/3/2026 (10-1 manual), PM SDS 1 deck slides 30-31."""
 
     def test_unstructured_percentages(self, study_sds1):
         """5-component Pareto matches Tom's reference."""
         result = study_sds1.loss_function(target=237.0)
 
-        assert round(result.pct_interaction, 1) == 43.3
-        assert round(result.pct_unexplained, 1) == 23.0
-        assert round(result.pct_centering, 1) == 16.8
-        assert round(result.pct_pdc, 1) == 14.2
-        assert round(result.pct_time, 1) == 2.7
+        assert round(result.pct_interaction, 1) == 44.5
+        assert round(result.pct_unexplained, 1) == 20.9
+        assert round(result.pct_centering, 1) == 17.3
+        assert round(result.pct_pdc, 1) == 14.6
+        assert round(result.pct_time, 1) == 2.8
 
     def test_structured_pdc_decomposition(self, study_sds1):
         """PDC broken into F1, F2, PDF INT matches Tom's reference."""
@@ -95,9 +96,9 @@ def test_structured_pdc_decomposition(self, study_sds1):
         f2_pct = result.pdc_by_factor['FACTOR 2'] / total * 100
         pdc_int_pct = result.pdc_factor_interaction / total * 100
 
-        assert round(f1_pct, 1) == 8.9
-        assert round(f2_pct, 1) == 3.7
-        assert round(pdc_int_pct, 1) == 1.5
+        assert round(f1_pct, 1) == 9.2
+        assert round(f2_pct, 1) == 3.8
+        assert round(pdc_int_pct, 1) == 1.6
 
     def test_target_237(self, study_sds1):
         result = study_sds1.loss_function(target=237.0)
@@ -171,32 +172,66 @@ def test_decomposition_default_target(self, study_sds1):
 
 class TestUnexplained:
     def test_sds1_uses_per_cell(self, study_sds1):
-        """SDS 1 (replicated) uses per-cell S/c4 path."""
+        """SDS 1 (replicated): unexplained is the average cell variance (Eq 15-16), no c4."""
         result = study_sds1.loss_function()
         assert result.sds == 1
-        assert result.unexplained > 0.0
+        df = study_sds1.dataset
+        expected = df.groupby('cell_key', observed=True)['PM SDS 1'].var().mean()
+        assert result.unexplained == pytest.approx(expected, rel=1e-12)
 
     def test_sds2_percentages(self, study_sds2):
-        """SDS 2 5-component Pareto — Eq 15.18 pooled R2 path."""
+        """SDS 2 Pareto (Eqs 15-17, 15-20) matches Tom's VAS run of 10/3/2026 (PM SDS 2 deck, slide 30)."""
         result = study_sds2.loss_function(target=237.0)
         assert result.sds == 2
 
-        assert round(result.pct_interaction, 1) == 42.5
-        assert round(result.pct_unexplained, 1) == 23.6
-        assert round(result.pct_centering, 1) == 16.1
-        assert round(result.pct_pdc, 1) == 15.6
-        assert round(result.pct_time, 1) == 2.2
+        assert round(result.pct_unexplained, 1) == 30.0
+        assert round(result.pct_interaction, 1) == 25.6
+        assert round(result.pct_centering, 1) == 21.0
+        assert round(result.pct_pdc, 1) == 20.4
+        assert round(result.pct_time, 1) == 2.9
 
     def test_sds3_percentages(self, study_sds3):
-        """SDS 3 5-component Pareto — Eq 15.18 pooled R2 path."""
+        """SDS 3 Pareto (Eqs 15-17, 15-20) matches Tom's VAS run of 10/3/2026 (PM SDS 3 deck, slide 30)."""
         result = study_sds3.loss_function(target=237.0)
         assert result.sds == 3
 
-        assert round(result.pct_interaction, 1) == 42.4
-        assert round(result.pct_unexplained, 1) == 25.0
-        assert round(result.pct_centering, 1) == 16.4
-        assert round(result.pct_pdc, 1) == 13.7
-        assert round(result.pct_time, 1) == 2.5
+        assert round(result.pct_interaction, 1) == 33.1
+        assert round(result.pct_unexplained, 1) == 30.3
+        assert round(result.pct_centering, 1) == 18.5
+        assert round(result.pct_pdc, 1) == 15.4
+        assert round(result.pct_time, 1) == 2.8
+
+    def test_ads23_unexplained_is_r2_variance(self, study_sds2):
+        """Eq 15-17: ADS 2/3 unexplained is the sample variance of R2, nothing more."""
+        result = study_sds2.loss_function(target=237.0)
+        r2 = study_sds2.dataset['R2'].dropna()
+        assert result.unexplained == pytest.approx(r2.var(ddof=1), rel=1e-12)
+
+    @pytest.mark.parametrize('response', ['PM SDS 2', 'PM SDS 3'])
+    def test_ads23_parts_add_to_total_loss(self, pb, response):
+        """Eqs 15-18 to 15-20: with no floor, the parts add to (Ybar - T)^2 + S^2 exactly."""
+        study = pb.formulate(response=response, factors=['FACTOR 1', 'FACTOR 2'], time='PRODUCTION TIME')
+        result = study.loss_function(target=237.0)
+        assert result.interaction > 0.0
+        s2 = study.dataset[response].var(ddof=1)
+        assert result.total == pytest.approx(result.centering + s2, rel=1e-12)
+
+    def test_ads23_interaction_floored_at_zero_on_pure_noise(self):
+        """PM INERT (pure noise) under the PM SDS 5 pattern: Eq 15-20 remainder is negative, set to 0.
+
+        Tom's VAS run of 10/3/2026 (PM5 INERT deck, slide 30) reports 84.0 / 14.0 / 1.5 / 0.5 / 0.0.
+        """
+        df = pd.read_csv('validation/PBTESTDATABASE_T100.csv', na_values=['*'])
+        df['PM INERT SDS 5'] = df['PM INERT'].where(df['PM SDS 5'].notna())
+        study = ProcessBehavior(df).formulate(
+            response='PM INERT SDS 5', factors=['FACTOR 1', 'FACTOR 2'], time='PRODUCTION TIME'
+        )
+        result = study.loss_function(target=0.0)
+        assert result.interaction == 0.0
+        assert round(result.pct_unexplained, 1) == 84.0
+        assert round(result.pct_time, 1) == 14.0
+        assert round(result.pct_pdc, 1) == 1.5
+        assert round(result.pct_centering, 1) == 0.5
 
 
 # ============================================================================
diff --git a/tests/test_manual_citations.py b/tests/test_manual_citations.py
new file mode 100644
index 0000000..cb4a2e5
--- /dev/null
+++ b/tests/test_manual_citations.py
@@ -0,0 +1,49 @@
+"""Equation citations name Bishop's VAS documentation manual in one form, so they can be checked.
+
+The library cites the manual by edition and equation, e.g. "(10-1 manual Eq 14-8)" or "Eqs 14-4..14-13".
+The private manual repository reads these citations and checks every number against the manual's
+equations, and reports the ones a new edition changes; that only works if the citations use the
+chapter-number form. These tests keep the form: no dotted numbers ("Eq 12.4", an older manual's style),
+and every file that cites an equation names the edition it means.
+"""
+from __future__ import annotations
+
+import json
+import re
+import subprocess
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parents[1]
+CITE = re.compile(r'\bEq(?:uation)?s?\.?\s*\d{1,2}-\d{1,3}')
+DOTTED = re.compile(r'\bEq(?:uation)?s?\.?\s*\d{1,2}\.\d{1,3}')
+EDITION = re.compile(r'\b\d{1,2}-\d{1,2}(?:-\d{4})? manual\b|\bmanual dated \d{1,2}-\d{1,2}-\d{4}\b')
+
+
+def _sources() -> dict[str, str]:
+    files = subprocess.run(
+        ['git', 'ls-files', 'processbehavior', 'docs', 'tests', 'validation', 'README.md', 'CONTRIBUTING.md'],
+        capture_output=True, text=True, cwd=ROOT, check=True,
+    ).stdout.split()
+    out = {}
+    for f in files:
+        # released history keeps the numbers it was written with
+        if not f.endswith(('.py', '.md', '.ipynb')) or Path(f).name.lower() == 'changelog.md':
+            continue
+        text = (ROOT / f).read_text(encoding='utf-8', errors='replace')
+        if f.endswith('.ipynb'):
+            text = '\n'.join(''.join(c.get('source', [])) for c in json.loads(text).get('cells', []))
+        out[f] = text
+    return out
+
+
+def test_citations_use_chapter_number_form():
+    dotted = {f: DOTTED.findall(t) for f, t in _sources().items() if DOTTED.search(t)}
+    dotted.pop('tests/test_manual_citations.py', None)          # this file names the form it forbids
+    assert dotted == {}
+
+
+def test_every_citing_file_names_the_edition():
+    sources = _sources()
+    citing = {f for f, t in sources.items() if CITE.search(t)}
+    assert len(citing) >= 20, 'too few citations found: the scan is broken'
+    assert sorted(f for f in citing if not EDITION.search(sources[f])) == []
diff --git a/tests/test_maximum_information.py b/tests/test_maximum_information.py
index 9ddba78..0d11878 100644
--- a/tests/test_maximum_information.py
+++ b/tests/test_maximum_information.py
@@ -198,3 +198,29 @@ def test_plot_with_string_theme(self):
     def test_plot_with_bins(self):
         fig = self.result.plot(bins=15)
         assert isinstance(fig, go.Figure)
+
+
+# ---------------------------------------------------------------------------
+# 10-1 manual R2: limits match Tom's VAS run of 10/3/2026 (slide 33 of each deck)
+# ---------------------------------------------------------------------------
+
+
+@pytest.mark.parametrize(
+    ('response', 'mask', 'half_width'),
+    [
+        ('PM SDS 2', None, 2.76),  # ADS 2, complete grid (M = KT = 800)
+        ('PM SDS 3', None, 3.70),  # ADS 3, mixed replication (M = 3042)
+        ('PM INERT', 'PM SDS 5', 3.51),  # ADS 2 from an incomplete grid (SDS 5 pattern, M = 641)
+    ],
+)
+def test_r2_chart_limits_match_vas_10_1(response, mask, half_width):
+    df = pd.read_csv(VALIDATION_CSV, na_values=['*'])
+    if mask is not None:
+        df[response] = df[response].where(df[mask].notna())
+    study = ProcessBehavior(df).formulate(
+        response=response, factors=['FACTOR 1', 'FACTOR 2'], time='PRODUCTION TIME', precision=12
+    )
+    mi = study.maximum_information()
+    assert mi.r2_mean == pytest.approx(0.0, abs=0.005)
+    assert mi.lpl == pytest.approx(-half_width, abs=0.005)
+    assert mi.upl == pytest.approx(half_width, abs=0.005)
diff --git a/tests/test_r2_unavailable.py b/tests/test_r2_unavailable.py
new file mode 100644
index 0000000..87cf3c6
--- /dev/null
+++ b/tests/test_r2_unavailable.py
@@ -0,0 +1,56 @@
+"""R2 is unavailable, with a stated reason, when the layout leaves the R2 scale factor undefined.
+
+With a one-observation subgroup, R2 is the condition-and-period-adjusted series differenced and divided
+by the R2 scale factor c(K, M) (10-1 manual Eqs 14-4..14-13). c needs at least two process design
+conditions; with one condition the adjusted series is identically zero and R2 carries no information.
+"""
+
+import numpy as np
+import pytest
+
+import processbehavior as pb
+from processbehavior import ChartNotAvailableError, ProcessBehaviorWarning, ValidationError
+
+
+@pytest.fixture(scope='module')
+def one_condition():
+    df = pb.make_design(2, K1=1, K2=1, T=15, seed=1)
+    with pytest.warns(ProcessBehaviorWarning, match='R2 is unavailable'):
+        study = pb.formulate(df, response='y', factors=['factor 1'], time='time')
+    return study
+
+
+def test_formulate_succeeds_and_r2_is_nan_not_inf(one_condition):
+    ds = one_condition.dataset
+    assert one_condition.analytical_design_state.sds == 2
+    assert ds['R2'].isna().all()
+    assert not np.isinf(ds[['R2', 'R3', 'R4', 'R5']].to_numpy(dtype=float)).any()
+    assert ds['R1'].notna().all()
+
+
+def test_r2_family_not_offered(one_condition):
+    offered = {v for _, v in one_condition.residual_charts}
+    assert offered.isdisjoint({'R2', 'R3', 'R4', 'R5', 'R6'})
+    assert list(one_condition.residuals) == ['R1']
+
+
+@pytest.mark.parametrize('value', ['R2', 'R3', 'RCR5'])
+def test_execute_r2_family_raises_with_reason(one_condition, value):
+    with pytest.raises(ChartNotAvailableError, match='R2 scale factor'):
+        one_condition.execute(chart='X', by=[], value=value)
+
+
+def test_why_not_gives_the_reason(one_condition):
+    assert 'R2 scale factor' in one_condition.why_not('X', value='R2')
+
+
+def test_methods_needing_r2(one_condition):
+    methods = one_condition.available_analysis_methods.set_index('method')['available']
+    assert not methods['Loss Function'] and not methods['Maximum Information']
+    with pytest.raises(ValidationError, match='R2 scale factor'):
+        one_condition.loss_function()
+    with pytest.raises(ValidationError, match='R2 scale factor'):
+        one_condition.maximum_information()
+    cap = one_condition.capability(usl=100.0, lsl=0.0)
+    assert cap.cp is None
+    assert 'R2 scale factor' in cap.potential_unavailable_reason
diff --git a/tests/test_r6_effect.py b/tests/test_r6_effect.py
new file mode 100644
index 0000000..9b13dd7
--- /dev/null
+++ b/tests/test_r6_effect.py
@@ -0,0 +1,43 @@
+"""R6's factor-level effect is the condition effect averaged over the level, without R2's level mean.
+
+R6 = α_i + R2 (10-1 manual Eq 14-25). The manual takes α_i as the level's mean of R5 (Eq 14-24, "≈ α_i");
+R5 = ρ̂_k + R2 (Eq 14-19), so that mean also carries the level's average R2. VAS leaves it out: Tom's
+Medicare run (10/3/2026, slide 52) centres the organisation-effects Xbar chart at 10831.1, which is the
+effect without it (the mean of R5 gives 10829.8). On ADS 1 the two agree, because R2 averages to zero in
+every cell.
+"""
+from __future__ import annotations
+
+import numpy as np
+import pandas as pd
+import pytest
+
+import processbehavior as pb
+
+
+def test_medicare_r6_effect_is_the_condition_effect():
+    study = pb.formulate(
+        pd.read_csv('validation/aco_per_capita_expenditure.csv'),
+        response='PER CAPITA EXPENDITURE', factors=['ACO'], time='YEAR', precision=12,
+    )
+    result = study.execute(chart='Xbar', by=['ACO'], value='R6', recentered=True)
+    frame = result._dataset
+    alpha = frame['R6'] - frame['R2']
+    rho = frame['Ybar_k'] - frame['Ybar']
+    ok = frame['R2'].notna()
+    assert np.allclose(alpha[ok], rho[ok], atol=1e-9)
+    # the level's mean R2 is not in the effect (it is in the mean of R5)
+    r5_mean = frame.groupby('ACO')['R5'].transform('mean')
+    assert not np.allclose(alpha[ok], r5_mean[ok], atol=1e-3)
+    assert round(result.get_statistics('Xbar')['center'], 1) == 10831.1  # VAS slide 52
+
+
+def test_ads1_r6_effect_equals_mean_of_r5():
+    df = pd.read_csv('validation/PBTESTDATABASE_T100.csv', na_values=['*'])
+    study = pb.formulate(
+        df, response='PM SDS 1', factors=['FACTOR 1', 'FACTOR 2'], time='PRODUCTION TIME', precision=12
+    )
+    frame = study.execute(chart='Xbar', by=['FACTOR 1'], value='R6')._dataset
+    alpha = frame['R6'] - frame['R2']
+    r5_mean = frame.groupby('FACTOR 1')['R5'].transform('mean')
+    assert alpha.to_numpy() == pytest.approx(r5_mean.to_numpy(), abs=1e-9)
diff --git a/tests/test_recentered_mr_fix.py b/tests/test_recentered_mr_fix.py
index 7b78b02..ee426f2 100644
--- a/tests/test_recentered_mr_fix.py
+++ b/tests/test_recentered_mr_fix.py
@@ -69,7 +69,7 @@ def test_xmr_limit_width_matches(self, sds2_study, residual):
         )
 
     def test_xmr_r3_reference_values(self, sds2_study):
-        """SDS 2, PM2, R3, by=[], XmR recentered: match Tom's Minitab values."""
+        """SDS 2, PM2, R3, by=[], XmR recentered: match Tom's VAS run of 10/3/2026."""
         result = sds2_study.execute(
             chart='X',
             value='R3',
@@ -78,10 +78,10 @@ def test_xmr_r3_reference_values(self, sds2_study):
         )
         stats = result.charts['X']['statistics']
 
-        # Tom's reference: CL=237.79, LPL=233.94, UPL=241.63, half-width=3.85
-        assert stats['center'] == pytest.approx(237.79, abs=0.1)
-        half_width = (stats['upl'] - stats['lpl']) / 2
-        assert half_width == pytest.approx(3.85, abs=0.05)
+        # Tom's 10-1 VAS (PM SDS 2 deck, slide 28): CL=237.79, LBL=233.04, UBL=242.53
+        assert stats['center'] == pytest.approx(237.79, abs=0.01)
+        assert stats['lpl'] == pytest.approx(233.04, abs=0.01)
+        assert stats['upl'] == pytest.approx(242.53, abs=0.01)
 
 
 class TestRecenteredRChart:
@@ -112,7 +112,7 @@ def test_r_chart_limits_match(self, sds2_study, residual):
         assert r_stats_plain['lpl'] == pytest.approx(r_stats_rc['lpl'], abs=0.01)
 
     def test_r_chart_r3_reference_values(self, sds2_study):
-        """R chart reference values: CL=1.440, UPL=4.720, LPL=0."""
+        """mR chart of R3 matches Tom's VAS run of 10/3/2026 (PM SDS 2 deck, slide 29): CL=1.78, UBL=5.83."""
         result = sds2_study.execute(
             chart='X',
             value='R3',
@@ -121,8 +121,8 @@ def test_r_chart_r3_reference_values(self, sds2_study):
         )
         r_stats = result.charts['mR']['statistics']
 
-        assert r_stats['center'] == pytest.approx(1.440, abs=0.01)
-        assert r_stats['upl'] == pytest.approx(4.720, abs=0.05)
+        assert r_stats['center'] == pytest.approx(1.78, abs=0.01)
+        assert r_stats['upl'] == pytest.approx(5.83, abs=0.01)
         assert r_stats['lpl'] == pytest.approx(0.0, abs=0.01)
 
 
@@ -197,6 +197,6 @@ def test_non_recentered_xmr_unchanged(self, sds2_study):
         result = sds2_study.execute(chart='X', value='R3', by=[])
         stats = result.charts['X']['statistics']
 
-        # These are known-good values from before the fix
+        # Half-width of Tom's 10-1 VAS limits (PM SDS 2 deck, slide 28): (242.53 - 233.04) / 2
         half_width = (stats['upl'] - stats['lpl']) / 2
-        assert half_width == pytest.approx(3.85, abs=0.05)
+        assert half_width == pytest.approx(4.745, abs=0.01)
diff --git a/tests/test_recentering.py b/tests/test_recentering.py
new file mode 100644
index 0000000..4b55e74
--- /dev/null
+++ b/tests/test_recentering.py
@@ -0,0 +1,55 @@
+"""Re-centred residuals follow Bishop's 10-1 manual Eq 14-26: RCR = R + Ybar.
+
+Re-centring moves a residual onto the measurement scale without changing what it shows, so an
+effect chart of a re-centred residual plots that effect plus R2, centred on the grand mean.
+"""
+
+import numpy as np
+import pandas as pd
+import pytest
+
+import processbehavior as pb
+
+T100 = 'validation/PBTESTDATABASE_T100.csv'
+FACTORS = ['FACTOR 1', 'FACTOR 2']
+
+
+def _study(response, mask=None):
+    df = pd.read_csv(T100, na_values=['*'])
+    if mask is not None:
+        df[response] = df[response].where(df[mask].notna())
+    return pb.formulate(df, response=response, factors=FACTORS, time='PRODUCTION TIME', precision=12)
+
+
+@pytest.mark.parametrize('response', ['PM SDS 1', 'PM SDS 2', 'PM SDS 3'])
+def test_rcr_is_residual_plus_grand_mean(response):
+    ds = _study(response).dataset
+    for k in (1, 3, 4, 5):
+        diff = (ds[f'RCR{k}'] - (ds[f'R{k}'] + ds['Ybar'])).abs().max()
+        assert diff <= 1e-9, f'RCR{k} != R{k} + Ybar'
+
+
+def test_pm5_inert_interaction_chart_matches_vas():
+    """PM INERT under the PM SDS 5 pattern (ADS 2): Tom's 10/3/2026 deck, slides 28-29.
+
+    The re-centred R3 individuals chart reads 0.07 (-5.88 / 6.03) with moving range 2.24 / 7.31.
+    """
+    study = _study('PM INERT', mask='PM SDS 5')
+    r = study.execute(chart='X', by=[], value='R3', recentered=True, companion=True)
+    x, mr = r.statistics('X'), r.statistics('mR')
+    assert x['center'] == pytest.approx(0.07, abs=0.005)
+    assert x['lpl'] == pytest.approx(-5.88, abs=0.005)
+    assert x['upl'] == pytest.approx(6.03, abs=0.005)
+    assert mr['center'] == pytest.approx(2.24, abs=0.005)
+    assert mr['upl'] == pytest.approx(7.31, abs=0.005)
+
+
+def test_period_effects_live_in_r4_not_r3():
+    """By period, the re-centred R3 averages out flat (the interaction sums to zero over conditions);
+    the period effects are R4's. Charting period effects with R3 would show nothing."""
+    study = _study('PM SDS 1')
+    by_t = ['PRODUCTION TIME']
+    r3 = study.execute(chart='Xbar', by=by_t, value='R3', recentered=True).charts['Xbar']['data']['xbar']
+    r4 = study.execute(chart='Xbar', by=by_t, value='R4', recentered=True).charts['Xbar']['data']['xbar']
+    assert np.std(r3) < 1e-6
+    assert np.std(r4) > 0.1
diff --git a/tests/test_reference_integrity.py b/tests/test_reference_integrity.py
index c51aad0..3f9317f 100644
--- a/tests/test_reference_integrity.py
+++ b/tests/test_reference_integrity.py
@@ -1,7 +1,7 @@
 """The Bishop reference artifacts must never change quietly.
 
 These files ARE the ground truth: the T100 validation database and the three
-Minitab reference-analysis fixtures that e2e_bishop_report.py's 280 assertions
+Minitab reference-analysis fixtures that e2e_bishop_report.py's assertions
 check against. Every number the library claims to validate traces back to them,
 so an edit here is an edit to what "correct" means for the whole package.
 
@@ -30,16 +30,68 @@
         '7b6e407cf33dbd84380bb0894a31dc5e5863a27f3f101fe958e3c8ef94989328',
     ),
     (
-        'tests/fixtures/bishop_analyses/vassds1analysis.json',
-        'e34f276446584b6ce2c765dfc7f8a154fa74bd01e82e6335b13e2af1b85e8c26',
+        'validation/PBTESTKNOWNEFFECTS_T100.csv',
+        '29704adcfa16d4bf06ab46b9fa5ff5e570ab9e0261c3103a53fbd7312e8975bf',
     ),
     (
-        'tests/fixtures/bishop_analyses/vassds2analysis.json',
-        'aeaebaf82cdef7c121ffc73dad9419ef0ac723b1f8369a451d8bc6a3eb1b62cb',
+        'tests/fixtures/bishop_analyses/pm_sds_1.json',
+        '78c0f9c40239726d7ca56f775c0aa4b22655ab23796d32ad16210c1ce66fcab7',
     ),
     (
-        'tests/fixtures/bishop_analyses/vassds3analysis.json',
-        'b5a34385cf3d3184f1a016854c62901fe1ab44111897ca80e1ca8fae6c2f3440',
+        'tests/fixtures/bishop_analyses/pm_sds_2.json',
+        '9b3cc7ec7954da8d9490cb7da9519c11439cdf83febd4eed87e778842b9317f8',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/pm_sds_3.json',
+        '70811e5f59fcd9995e9dc4437aec1aec08868add3996d95b3b245ed02e07eb7c',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/pm_sds_4.json',
+        'f556d81251ff35706d8f5eddd5ad9b8f46b4af08520cfc19185ed223139f665c',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/pm_sds_5.json',
+        '60c205dc4a9dc49398cfa00621272651c11be64f1cfb620115e4a928edab70aa',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/pm_sds_6.json',
+        '4247d11e987aefb85c75cc0df5ec4aa3dd477eba6d0f6bfc2ee6e53acecc5443',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/pm_inert_sds_1.json',
+        '32e31db625f6bbeb2d9b9759b5e635b31d0ec4f5ba0235fd7d8c616d72f06f1b',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/pm_inert_sds_2.json',
+        '096cad6602731fdfc536c8bed89c6d87427496c61879cdae53d6715f6eb56eca',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/pm_inert_sds_3.json',
+        'eab2e47b7781871a82c48a51dc0b3ad156cc33580fe1b3d6074b1341afd86035',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/pm_inert_sds_4.json',
+        '50069462af1eaac4161153be3d35814342521f5976ab80dfe7e9fe7cadb6123b',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/pm_inert_sds_5.json',
+        'aabf897651880dccde74b8aef2a21e034e23878e4ac25adc6f10f19f3291a66b',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/pm_inert_sds_6.json',
+        '5c5d4a8c88b77d017863a564c653e90d9f38010656342504b5269b8e65ef01cf',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/known_effects_sds_1.json',
+        '4d4cbd86327c4c4b820df72cc736b15cc4d4cd82f4e6c8da14f6670e64a49978',
+    ),
+    (
+        'validation/aco_per_capita_expenditure.csv',
+        '4c91829f13f3774eaf748be3064c9c9a9e2e288c6e5fa4946271e75fed77ac94',
+    ),
+    (
+        'tests/fixtures/bishop_analyses/aco_medicare.json',
+        '9494ee2e7ca31ce508347f8bd2e216de41252bed332e7d1bfdea78da677fd793',
     ),
 ]
 
diff --git a/tests/test_residual_calculator.py b/tests/test_residual_calculator.py
index 0f164dd..2718f06 100644
--- a/tests/test_residual_calculator.py
+++ b/tests/test_residual_calculator.py
@@ -9,6 +9,8 @@
 - Tom Bishop validation data
 """
 
+import math
+
 import pandas as pd
 import pytest
 
@@ -25,6 +27,7 @@
     calculate_r5_residual,
     calculate_time_means,
     calculate_vas_residuals,
+    r2_scale_factor,
 )
 
 # ============================================================================
@@ -136,6 +139,25 @@ def test_calculate_r1_residual_sum_is_zero():
     assert pytest.approx(r1.sum(), abs=1e-10) == 0.0
 
 
+@pytest.mark.parametrize(
+    ('k', 'm', 'expected'),
+    [
+        (8, 641, 0.65729),  # PM SDS 5 layout: 8 conditions, 641 observations
+        (8, 800, 0.65812),  # PM SDS 2 layout: 8 x 100, one per cell
+        (24, 96, 0.59843),  # Medicare ACO file: 24 organisations x 4 years
+    ],
+)
+def test_r2_scale_factor_matches_manual_layouts(k, m, expected):
+    """c(K, M) = sqrt((K-1)/(2K) * (1 - K/(M-1))), Eq 14-8 / 14-13."""
+    assert r2_scale_factor(k, m) == pytest.approx(expected, abs=5e-6)
+
+
+@pytest.mark.parametrize(('k', 'm'), [(1, 50), (1, 2), (5, 6), (5, 5), (0, 10)])
+def test_r2_scale_factor_undefined_is_nan(k, m):
+    """Undefined for K < 2 or M < K + 2: NaN, never an exception."""
+    assert math.isnan(r2_scale_factor(k, m))
+
+
 def test_calculate_r2_exact():
     """R2 exact = Y - Ybar_kt (within-cell deviation)."""
     # Build data with required keys
@@ -155,60 +177,57 @@ def test_calculate_r2_exact():
     pd.testing.assert_series_equal(result, expected, check_names=False)
 
 
-def test_calculate_r2_ma2():
-    """R2 ma2 uses backward 2-point moving average per Tom Bishop."""
+# R2 for the singleton design states (10-1 manual Eqs 14-4..14-13).
+# Hand-worked 2 x 3 grid, one observation per cell:
+#   A: 10, 12, 11    B: 14, 13, 18
+# Ybar = 13; Ybar_k = 11 (A), 15 (B); Ybar_t = 12, 12.5, 14.5
+# Z = Y - Ybar_k - Ybar_t + Ybar = 0, 1.5, -1.5, 0, -1.5, 1.5 (A1..A3, B1..B3)
+# c(2, 6) = sqrt(1/4 * (1 - 2/5)) = sqrt(0.15)
+# R2_j = (Z_j - Z_{j-1}) / (2c): NaN, then 1.5, -3.0, 1.5, -1.5, 3.0 over 2*sqrt(0.15)
+_GRID_2X3 = {
+    'lane': ['A', 'A', 'A', 'B', 'B', 'B'],
+    'time': [1, 2, 3, 1, 2, 3],
+    'weight': [10.0, 12.0, 11.0, 14.0, 13.0, 18.0],
+}
+_GRID_2X3_R2 = [float('nan')] + [d / (2 * math.sqrt(0.15)) for d in (1.5, -3.0, 1.5, -1.5, 3.0)]
+
+
+def test_calculate_r2_ma2_scaled_z_difference():
+    """R2 = (Z_j - Z_{j-1}) / (2 c(K, M)), aligned back to the frame's own row order."""
     df = pd.DataFrame(
         {
-            'weight': [10.0, 11.0, 12.0],
-            'Ybar_kt': [10.0, 11.0, 12.0],
-            'cell_key': [('A', 1), ('A', 2), ('A', 3)],
-            'rsg_key': ['A', 'A', 'A'],
-            'sort_key': [(('A',), 1, 0), (('A',), 2, 0), (('A',), 3, 0)],
+            'weight': _GRID_2X3['weight'],
+            'Ybar_kt': _GRID_2X3['weight'],
+            'Ybar': [13.0] * 6,
+            'Ybar_k': [11.0, 11.0, 11.0, 15.0, 15.0, 15.0],
+            'Ybar_t': [12.0, 12.5, 14.5, 12.0, 12.5, 14.5],
+            'sort_key': list(range(6)),
         }
     )
+    shuffled = df.sample(frac=1.0, random_state=7)
 
-    result = calculate_r2(df, 'weight', r2_method='ma2')
+    result = calculate_r2(shuffled, 'weight', r2_method='ma2', n_conditions=2)
 
-    # R2_j = (Y_j - Y_{j-1}) / 2
-    # Point 0: NaN (no predecessor — Bishop leaves j=1 blank)
-    # Point 1: (11-10)/2 = 0.5
-    # Point 2: (12-11)/2 = 0.5
-    assert pd.isna(result.iloc[0])
-    assert pytest.approx(result.iloc[1], 0.01) == 0.5
-    assert pytest.approx(result.iloc[2], 0.01) == 0.5
+    pd.testing.assert_index_equal(result.index, shuffled.index)
+    by_sort = result.loc[df.index]
+    assert pd.isna(by_sort.iloc[0])
+    assert by_sort.iloc[1:].tolist() == pytest.approx(_GRID_2X3_R2[1:], rel=1e-12)
 
 
-def test_calculate_r2_mixed_cells_uses_ma2_for_all():
-    """R2 with any singletons uses MA2 across entire sorted stream.
-
-    When any cell has n=1, ALL observations use MA2 on the full
-    canonical-sorted stream — no per-cell exact/MA2 selection.
-    Bishop Eq 13.7-13.9: j=2,...,J with no grouping; only j=1 gets 0.
-    """
-    # A×1 has n=2, B×1 has n=1, B×2 has n=1
-    # sort_key order: A×1(0), A×1(1), B×1(0), B×2(0)
+def test_calculate_r2_ma2_requires_n_conditions():
+    """The scaled difference needs K for the R2 scale factor; missing K is a programming error."""
     df = pd.DataFrame(
         {
-            'weight': [10.0, 10.5, 9.0, 11.0],
-            'Ybar_kt': [10.25, 10.25, 9.0, 11.0],
-            'cell_key': [('A', 1), ('A', 1), ('B', 1), ('B', 2)],
-            'rsg_key': ['A', 'A', 'B', 'B'],
-            'sort_key': [(('A',), 1, 0), (('A',), 1, 1), (('B',), 1, 0), (('B',), 2, 0)],
+            'weight': [1.0, 2.0],
+            'Ybar_kt': [1.0, 2.0],
+            'Ybar': [1.5] * 2,
+            'Ybar_k': [1.5] * 2,
+            'Ybar_t': [1.0, 2.0],
+            'sort_key': [0, 1],
         }
     )
-    n_per_cell = pd.Series([2, 2, 1, 1])
-
-    result = calculate_r2(df, 'weight', r2_method='ma2', n_per_cell=n_per_cell)
-
-    # MA2 across full sorted stream (no grouping):
-    # j=0 (10.0): first obs → NaN (no predecessor)
-    # j=1 (10.5): (10.5 - 10.0)/2 = 0.25
-    # j=2 (9.0):  (9.0 - 10.5)/2 = -0.75
-    # j=3 (11.0): (11.0 - 9.0)/2 = 1.0
-    assert pd.isna(result.iloc[0])
-    assert pytest.approx(result.iloc[1], 0.01) == 0.25
-    assert pytest.approx(result.iloc[2], 0.01) == -0.75
-    assert pytest.approx(result.iloc[3], 0.01) == 1.0
+    with pytest.raises(RuntimeError, match='n_conditions'):
+        calculate_r2(df, 'weight', r2_method='ma2')
 
 
 def test_calculate_r3_residual():
@@ -355,27 +374,20 @@ def test_calculate_vas_residuals_r1_sum_is_zero(sds1_df, spec_sds1):
     assert pytest.approx(result['R1'].sum(), abs=1e-10) == 0.0
 
 
-def test_calculate_vas_residuals_sds2_uses_moving_average(spec_sds1):
-    """SDS 2 (ma2) should use backward moving average for R2."""
-    sds2_df = pd.DataFrame({'lane': ['A', 'A', 'A'], 'time': [1, 2, 3], 'weight': [10.0, 11.0, 12.0]})
-    df = _prepare_for_vas(sds2_df, spec_sds1)
-    result = calculate_vas_residuals(df, spec_sds1, r2_method='ma2')
+def test_calculate_vas_residuals_ma2_matches_hand_computation(spec_sds1):
+    """End to end through data preparation: the 2 x 3 grid gives the hand-worked R2."""
+    df = _prepare_for_vas(pd.DataFrame(_GRID_2X3), spec_sds1)
+    result = calculate_vas_residuals(df, spec_sds1, r2_method='ma2').sort_values('sort_key')
 
-    assert 'R2' in result.columns
-    # R2 = (Y_j - Y_{j-1}) / 2
-    # First observation: NaN (no predecessor — Bishop leaves j=1 blank)
     assert pd.isna(result['R2'].iloc[0])
-    # Remaining: (11-10)/2=0.5, (12-11)/2=0.5
-    assert pytest.approx(result['R2'].iloc[1], 0.01) == 0.5
-    assert pytest.approx(result['R2'].iloc[2], 0.01) == 0.5
+    assert result['R2'].iloc[1:].tolist() == pytest.approx(_GRID_2X3_R2[1:], rel=1e-12)
 
 
 def test_calculate_vas_residuals_sds3_uses_ma2_for_all(spec_sds1):
-    """SDS 3 (any singletons) uses MA2 across entire sorted stream.
+    """ADS 3 (any singleton) runs one scaled-difference stream over every observation.
 
-    When any cell has n=1, ALL observations use MA2 on the full
-    canonical-sorted stream — no per-cell exact/MA2 selection.
-    Only j=1 gets R2=NaN (no predecessor).
+    No per-cell choice between exact and ma2: replicated cells are differenced in the
+    same condition-then-time stream. Only j=1 gets R2=NaN (no predecessor).
     """
     # A has n=2 at time=1, B has n=1 at time=1 and n=1 at time=2
     sds3_df = pd.DataFrame({'lane': ['A', 'A', 'B', 'B'], 'time': [1, 1, 1, 2], 'weight': [10.0, 10.5, 9.0, 11.0]})
@@ -383,15 +395,14 @@ def test_calculate_vas_residuals_sds3_uses_ma2_for_all(spec_sds1):
     n_per_cell = df.groupby('cell_key', observed=True)['weight'].transform('size')
     result = calculate_vas_residuals(df, spec_sds1, r2_method='ma2', n_per_cell=n_per_cell)
 
-    # MA2 across full sorted stream (A×1(0), A×1(1), B×1(0), B×2(0)):
-    # Only the very first observation in the entire stream gets R2=NaN
-    # All others get (Y_j - Y_{j-1})/2
+    # One stream (A×1(0), A×1(1), B×1(0), B×2(0)):
+    # only the very first observation in the entire stream gets R2=NaN
     a_rows = result[result['rsg'] == 'A']
     assert pd.isna(a_rows['R2'].iloc[0])  # j=1: first in stream → NaN
 
     b_rows = result[result['rsg'] == 'B']
-    assert b_rows['R2'].iloc[0] != 0  # Not first in stream — gets MA2 value
-    assert b_rows['R2'].iloc[1] != 0  # Also gets MA2 value
+    assert b_rows['R2'].iloc[0] != 0  # Not first in stream — gets a value
+    assert b_rows['R2'].iloc[1] != 0  # Also gets a value
 
 
 def test_calculate_vas_residuals_sds1_exact_replicated(spec_sds1):
@@ -410,20 +421,23 @@ def test_calculate_vas_residuals_sds1_exact_replicated(spec_sds1):
     pd.testing.assert_series_equal(result['R2'], expected_r2, check_names=False)
 
 
-def test_calculate_vas_residuals_sparse_uses_moving_average(spec_sds1):
-    """Sparse data (all n=1) should use MA2 for R2."""
-    sds6_df = pd.DataFrame({'lane': ['A', 'A', 'A'], 'time': [1, 2, 3], 'weight': [10.0, 11.0, 12.0]})
-    df = _prepare_for_vas(sds6_df, spec_sds1)
+def test_calculate_vas_residuals_single_condition_r2_unavailable(spec_sds1):
+    """One condition (K = 1): the R2 scale factor is undefined, so R2 is all NaN — never ±inf."""
+    single = pd.DataFrame({'lane': ['A', 'A', 'A'], 'time': [1, 2, 3], 'weight': [10.0, 11.0, 12.0]})
+    df = _prepare_for_vas(single, spec_sds1)
     result = calculate_vas_residuals(df, spec_sds1, r2_method='ma2')
 
-    assert pd.isna(result['R2'].iloc[0])  # j=1: no predecessor → NaN
-    assert pytest.approx(result['R2'].iloc[1], 0.01) == 0.5
-    assert pytest.approx(result['R2'].iloc[2], 0.01) == 0.5
+    for col in ['R2', 'R3', 'R4', 'R5']:
+        assert result[col].isna().all(), f'{col} should be unavailable when K = 1'
+    assert result['R1'].notna().all()
 
 
-# ============================================================================
-# Test: Pure Functions Are Truly Pure
-# ============================================================================
+def test_calculate_vas_residuals_exact_rejects_singletons(spec_sds1):
+    """'exact' with a one-observation cell is a methodology invariant violation."""
+    mixed = pd.DataFrame({'lane': ['A', 'A', 'B'], 'time': [1, 1, 1], 'weight': [10.0, 10.5, 9.0]})
+    df = _prepare_for_vas(mixed, spec_sds1)
+    with pytest.raises(RuntimeError, match='exact'):
+        calculate_vas_residuals(df, spec_sds1, r2_method='exact')
 
 
 def test_pure_functions_dont_modify_inputs():
@@ -543,131 +557,52 @@ def test_no_nan_residuals_all_r2_methods(r2_method, df_key, sds1_df, sds2_df, sd
 
 
 # ============================================================================
-# Test: Tom Bishop Validation - R2 = MR/2 for MA2
+# Test: R2 properties for the singleton design states (10-1 manual)
 # ============================================================================
 
 
-def test_r2_ma2_equals_half_moving_range():
-    """
-    Validate Tom Bishop's formula: R2 = (Y_j - Y_{j-1}) / 2 = MR / 2.
+def test_r2_ma2_ignores_condition_and_period_offsets(spec_sds1):
+    """Z removes the condition and period effects before differencing, so shifting a whole
+    condition or a whole period leaves R2 unchanged — including at the lane boundaries."""
+    lanes, periods = ['A', 'B', 'C'], [1, 2, 3, 4, 5]
+    noise = [0.3, -1.1, 0.8, 0.0, 1.7, -0.4, 0.9, -0.6, 1.2, -1.5, 0.5, 0.2, -0.9, 1.0, -0.2]
+    base = pd.DataFrame({'lane': [k for k in lanes for _ in periods], 'time': periods * len(lanes), 'weight': noise})
+    shifted = base.copy()
+    shifted['weight'] = base['weight'] + base['lane'].map({'A': 0.0, 'B': 50.0, 'C': -30.0}) + 7.0 * base['time']
 
-    This test confirms the mathematical relationship between R2 residuals
-    and the moving range used in XmR charts.
-    """
-    df = pd.DataFrame(
-        {
-            'weight': [10.0, 12.0, 11.0, 13.0, 12.5],
-            'Ybar_kt': [10.0, 12.0, 11.0, 13.0, 12.5],
-            'cell_key': [('A', i) for i in range(1, 6)],
-            'rsg_key': ['A'] * 5,
-            'sort_key': [(('A',), i, 0) for i in range(1, 6)],
-        }
-    )
-
-    r2 = calculate_r2(df, 'weight', r2_method='ma2')
+    r2_base = calculate_vas_residuals(_prepare_for_vas(base, spec_sds1), spec_sds1, r2_method='ma2')
+    r2_shift = calculate_vas_residuals(_prepare_for_vas(shifted, spec_sds1), spec_sds1, r2_method='ma2')
 
-    # R2_j = (Y_j - Y_{j-1}) / 2
-    # j=1: NaN (no predecessor)
-    # j=2: (12-10)/2 = 1.0
-    # j=3: (11-12)/2 = -0.5
-    # j=4: (13-11)/2 = 1.0
-    # j=5: (12.5-13)/2 = -0.25
-    assert pd.isna(r2.iloc[0])
-    assert pytest.approx(r2.iloc[1], 0.01) == 1.0
-    assert pytest.approx(r2.iloc[2], 0.01) == -0.5
-    assert pytest.approx(r2.iloc[3], 0.01) == 1.0
-    assert pytest.approx(r2.iloc[4], 0.01) == -0.25
+    a = r2_base.sort_values('sort_key')['R2'].to_numpy()
+    b = r2_shift.sort_values('sort_key')['R2'].to_numpy()
+    assert pd.isna(a[0]) and pd.isna(b[0])
+    assert b[1:] == pytest.approx(a[1:], abs=1e-9)
 
 
-def test_r2_ma2_multiple_groups():
-    """
-    MA2 R2 runs across the entire canonical-sorted stream, not per group.
-
-    Bishop Eq 13.7-13.9: j=2,...,J with no grouping. Only j=1 gets R2=NaN.
-    The MA2 continues across rsg_key boundaries.
-    """
-    df = pd.DataFrame(
-        {
-            'weight': [10.0, 11.0, 12.0, 20.0, 22.0, 21.0],
-            'Ybar_kt': [10.0, 11.0, 12.0, 20.0, 22.0, 21.0],
-            'cell_key': [('A', 1), ('A', 2), ('A', 3), ('B', 1), ('B', 2), ('B', 3)],
-            'rsg_key': ['A', 'A', 'A', 'B', 'B', 'B'],
-            'sort_key': [
-                (('A',), 1, 0),
-                (('A',), 2, 0),
-                (('A',), 3, 0),
-                (('B',), 1, 0),
-                (('B',), 2, 0),
-                (('B',), 3, 0),
-            ],
-        }
-    )
-
-    result = calculate_r2(df, 'weight', r2_method='ma2')
-
-    # Full stream MA2 (no grouping):
-    # j=0 (10.0): first obs → NaN (no predecessor)
-    # j=1 (11.0): (11-10)/2 = 0.5
-    # j=2 (12.0): (12-11)/2 = 0.5
-    # j=3 (20.0): (20-12)/2 = 4.0  (crosses A→B boundary)
-    # j=4 (22.0): (22-20)/2 = 1.0
-    # j=5 (21.0): (21-22)/2 = -0.5
-    assert pd.isna(result.iloc[0])
-    assert pytest.approx(result.iloc[1], 0.01) == 0.5
-    assert pytest.approx(result.iloc[2], 0.01) == 0.5
-    assert pytest.approx(result.iloc[3], 0.01) == 4.0
-    assert pytest.approx(result.iloc[4], 0.01) == 1.0
-    assert pytest.approx(result.iloc[5], 0.01) == -0.5
-
-
-def test_r2_ma2_tom_bishop_example():
-    """
-    Test with values inspired by Tom Bishop's Figure 30 example.
-
-    Validates that R2 = (Y_j - Y_{j-1}) / 2 for each consecutive pair,
-    removing trend (PT effect) and leaving unexplained variation.
-    """
-    weights = [238.0, 239.0, 240.0, 239.5, 240.5, 241.0, 240.0, 241.5, 241.0, 242.0]
-    df = pd.DataFrame(
+def test_r2_ma2_mixed_cells_one_stream():
+    """ADS 3: Z uses unweighted cell-mean averages; every observation joins one stream."""
+    spec = FormulationSpec(response_var='weight', rsg_vars=('lane',), rsg_var_name='rsg', time_var='time')
+    raw = pd.DataFrame(
         {
-            'weight': weights,
-            'Ybar_kt': weights,  # n=1 per cell, so Ybar_kt = Y
-            'cell_key': [('Lane4', i) for i in range(1, 11)],
-            'rsg_key': ['Lane4'] * 10,
-            'sort_key': [(('Lane4',), i, 0) for i in range(1, 11)],
+            'lane': ['A', 'A', 'A', 'B', 'B', 'B', 'B'],
+            'time': [1, 1, 2, 1, 2, 2, 3],
+            'weight': [10.0, 11.0, 13.0, 15.0, 14.0, 16.0, 19.0],
         }
     )
+    result = calculate_vas_residuals(_prepare_for_vas(raw, spec), spec, r2_method='ma2').sort_values('sort_key')
+
+    # Independent computation from the cell means (equal weight per occupied cell)
+    cells = raw.groupby(['lane', 'time'])['weight'].mean()
+    ybar = cells.mean()
+    ybar_k = cells.groupby(level=0).mean()
+    ybar_t = cells.groupby(level=1).mean()
+    ordered = raw.sort_values(['lane', 'time'], kind='stable')
+    z = ordered['weight'] - ordered['lane'].map(ybar_k) - ordered['time'].map(ybar_t) + ybar
+    c = r2_scale_factor(2, len(raw))
+    expected = (z.diff() / (2 * c)).to_numpy()
 
-    result = calculate_r2(df, 'weight', r2_method='ma2')
-
-    assert pd.isna(result.iloc[0])  # j=1: no predecessor → NaN
-    for i in range(1, len(result)):
-        y_current = df['weight'].iloc[i]
-        y_previous = df['weight'].iloc[i - 1]
-        expected_r2 = (y_current - y_previous) / 2.0
-        assert pytest.approx(result.iloc[i], 0.01) == expected_r2
-
-    # R2 values should be smaller than original variation (trend removed)
-    assert result.iloc[1:].abs().max() < df['weight'].std()
-
-
-def test_r2_ma2_handles_single_group():
-    """MA2 R2 calculation should handle minimal data (2 points) correctly."""
-    df = pd.DataFrame(
-        {
-            'weight': [10.0, 11.0],
-            'Ybar_kt': [10.0, 11.0],
-            'cell_key': [('A', 1), ('A', 2)],
-            'rsg_key': ['A', 'A'],
-            'sort_key': [(('A',), 1, 0), (('A',), 2, 0)],
-        }
-    )
-
-    result = calculate_r2(df, 'weight', r2_method='ma2')
-
-    assert len(result) == 2
-    assert pd.isna(result.iloc[0])  # j=1: no predecessor → NaN
-    assert pytest.approx(result.iloc[1], 0.01) == 0.5  # (11-10)/2
+    assert pd.isna(result['R2'].iloc[0])
+    assert result['R2'].to_numpy()[1:] == pytest.approx(expected[1:], rel=1e-12)
 
 
 # ============================================================================
diff --git a/tests/test_sds.py b/tests/test_sds.py
index 06ace13..7463fe0 100644
--- a/tests/test_sds.py
+++ b/tests/test_sds.py
@@ -269,27 +269,17 @@ def test_rcr_centered_residuals(self):
         ds = ads.analysis_dataset
         TOL = 1e-10
 
-        # RCR formulas from analysis_dataset.py:
-        # RCR1 = Ybar + R1
-        # RCR2 = Ybar_kt + R2
-        # RCR3 = (Ybar_k + Ybar_t - Ybar) + R3
-        # RCR4 = (Ybar + Ybar_kt - Ybar_t) + R4
-        # RCR5 = (Ybar + Ybar_kt - Ybar_k) + R5
-
+        # Re-centred residuals, Bishop's 10-1 manual Eq 14-26: RCR = R + Ybar (R1, R3, R4, R5);
+        # RCR2 is not part of Eq 14-26 and stays Ybar_kt + R2.
         expected_rcr1 = ds['Ybar'] + ds['R1']
         assert (ds['RCR1'] - expected_rcr1).abs().max() <= TOL, 'RCR1 formula incorrect'
 
         expected_rcr2 = ds['Ybar_kt'] + ds['R2']
         assert (ds['RCR2'] - expected_rcr2).abs().max() <= TOL, 'RCR2 formula incorrect'
 
-        expected_rcr3 = (ds['Ybar_k'] + ds['Ybar_t'] - ds['Ybar']) + ds['R3']
-        assert (ds['RCR3'] - expected_rcr3).abs().max() <= TOL, 'RCR3 formula incorrect'
-
-        expected_rcr4 = (ds['Ybar'] + ds['Ybar_kt'] - ds['Ybar_t']) + ds['R4']
-        assert (ds['RCR4'] - expected_rcr4).abs().max() <= TOL, 'RCR4 formula incorrect'
-
-        expected_rcr5 = (ds['Ybar'] + ds['Ybar_kt'] - ds['Ybar_k']) + ds['R5']
-        assert (ds['RCR5'] - expected_rcr5).abs().max() <= TOL, 'RCR5 formula incorrect'
+        for k in (3, 4, 5):
+            expected = ds['Ybar'] + ds[f'R{k}']
+            assert (ds[f'RCR{k}'] - expected).abs().max() <= TOL, f'RCR{k} must equal R{k} + Ybar (Eq 14-26)'
 
         # End-to-end reconstruction identity
         # The fixture is SDS 1 with n_min=2, guaranteeing the exact R2 method
diff --git a/tests/test_sds_detector.py b/tests/test_sds_detector.py
index 02bdfc3..71af099 100644
--- a/tests/test_sds_detector.py
+++ b/tests/test_sds_detector.py
@@ -1315,7 +1315,7 @@ class TestR2MethodSelection:
     """``get_r2_method`` has two answers, and structure alone decides between them.
 
     The docs once described a third, per-cell "hybrid" for mixed cell sizes. It was removed in
-    cb037f8: with any singleton cell, R2 is Bishop's ungrouped MA2 (Eq 13.7-13.9) for every
+    cb037f8: with any singleton cell, R2 is Bishop's ungrouped MA2 (10-1 manual Eqs 14-9..14-13) for every
     observation, which the ADS 3 reference assertions validate. These pin the vocabulary to that.
     """
 
diff --git a/tests/test_spc_constants.py b/tests/test_spc_constants.py
index 79e888c..a449be2 100644
--- a/tests/test_spc_constants.py
+++ b/tests/test_spc_constants.py
@@ -131,7 +131,7 @@ def test_b3_b4_raises_on_invalid_n(func):
 
 
 class TestMovingRangeConstants:
-    """The XmR and mR constants follow Bishop's VAS manual (Eq 12.4, 12.5, 12.10, 12.11)
+    """The XmR and mR constants follow Bishop's VAS manual (10-1 manual Eqs 12-4, 12-5, 12-10, 12-11)
     and are computed from d2 = 1.128 and d3 = 0.8525 without rounding, as VAS does."""
 
     def test_building_blocks_are_the_manuals(self):
diff --git a/tests/test_unequal_subgroups.py b/tests/test_unequal_subgroups.py
new file mode 100644
index 0000000..c7babda
--- /dev/null
+++ b/tests/test_unequal_subgroups.py
@@ -0,0 +1,100 @@
+"""Xbar/S charts with subgroups of unequal size follow the 10-1 manual (Eqs 11-5, 11-7..11-9, 11-16, 11-17).
+
+sigma_hat is the average of each subgroup's own unbiased S_r / c4(N_r); each subgroup's Xbar limits are
+centre ± 3 sigma_hat / sqrt(N_r), and its S limits are B3(N_r) S-bar and B4(N_r) S-bar. N_r counts the
+values the chart is drawn from, so a residual missing on one row (R2's first value) leaves that subgroup
+one smaller. Tom's VAS run of the Medicare data (10/3/2026, slides 52-53) draws exactly this: ACO-001
+has 3 R6 values, the other 23 organisations 4, and its limits are wider by sqrt(4/3) (Xbar) and use
+B4(3) (S).
+"""
+from __future__ import annotations
+
+import numpy as np
+import pandas as pd
+import pytest
+
+import processbehavior as pb
+from processbehavior.spc_constants import b4, c4, subgroup_sigma_hat
+
+
+def test_subgroup_sigma_hat_is_average_of_unbiased_estimates():
+    s, n = np.array([1.0, 2.0, 1.5]), np.array([3, 4, 5])
+    assert subgroup_sigma_hat(s, n) == pytest.approx(np.mean(s / np.array([c4(3), c4(4), c4(5)])))
+    # equal sizes: S-bar / c4(N) (Eq 11-6)
+    assert subgroup_sigma_hat(s, np.array([4, 4, 4])) == pytest.approx(s.mean() / c4(4))
+
+
+@pytest.fixture(scope='module')
+def medicare():
+    return pb.formulate(
+        pd.read_csv('validation/aco_per_capita_expenditure.csv'),
+        response='PER CAPITA EXPENDITURE', factors=['ACO'], time='YEAR', precision=12,
+    )
+
+
+def test_subgroup_size_counts_the_charted_values(medicare):
+    table = medicare.execute(chart='S', by=['ACO'], value='R6').chart_table('S')
+    sizes = medicare.dataset.groupby('ACO')['R2'].count()
+    assert sizes['ACO-001'] == 3 and (sizes.drop('ACO-001') == 4).all()
+    # ACO-001's S limit uses B4(3), the others B4(4) (Eqs 11-8, 11-9)
+    s_bar = table['center'].iloc[0]
+    assert table['upl'].iloc[0] == pytest.approx(b4(3) * s_bar, rel=1e-9)
+    assert table['upl'].iloc[1] == pytest.approx(b4(4) * s_bar, rel=1e-9)
+
+
+def test_xbar_limits_step_with_subgroup_size(medicare):
+    result = medicare.execute(chart='Xbar', by=['ACO'], value='R6', recentered=True)
+    table = result.chart_table('Xbar')
+    half = (table['upl'] - table['lpl']) / 2
+    assert half.iloc[0] / half.iloc[1] == pytest.approx(np.sqrt(4 / 3), rel=1e-9)
+    # VAS slide 52 prints the size-4 limits: half-width (11321.4 - 10340.9) / 2 = 490.25
+    assert half.iloc[-1] == pytest.approx(490.25, abs=0.06)
+    stats = result.get_statistics('Xbar')
+    assert stats['limits_vary'] is True and stats['lpl'] is None
+
+
+def test_equal_sizes_unchanged(medicare):
+    """The response itself has no missing values, so every organisation has 4: the limits are constant,
+    S-bar / c4(N) as before."""
+    result = medicare.execute(chart='Xbar', by=['ACO'], recentered=False)
+    stats = result.get_statistics('Xbar')
+    assert stats.get('limits_vary') is not True and stats['lpl'] is not None
+
+
+@pytest.fixture(scope='module')
+def with_one_reading_cells():
+    """Two conditions x four periods, three readings per cell except two cells with one (ADS 3)."""
+    rng = np.random.default_rng(7)
+    rows = []
+    for f in ('A', 'B'):
+        for t in range(1, 5):
+            n = 1 if (f, t) in {('A', 2), ('B', 4)} else 3
+            rows += [{'F': f, 'T': t, 'Y': 10 + rng.normal()} for _ in range(n)]
+    return pb.formulate(pd.DataFrame(rows), response='Y', factors=['F'], time='T', precision=12)
+
+
+def test_one_reading_subgroups_are_charted_at_three_sigma(with_one_reading_cells):
+    """A one-reading subgroup has no S_r, so it takes no part in sigma_hat (Eq 11-5), but it is charted with
+    limits centre ± 3 sigma_hat (Eqs 11-16/17 with N_r = 1), as VAS draws it (PM SDS 3 and 6, 10/3/2026)."""
+    study = with_one_reading_cells
+    result = study.execute(chart='Xbar', by=[], companion=True)
+    xbar, s = result.chart_table('Xbar'), result.chart_table('S')
+    cells = study.dataset.groupby(['F', 'T'])['Y'].agg(['std', 'count'])
+    replicated = cells[cells['count'] >= 2]
+    sigma = np.mean(replicated['std'] / c4(3))
+    assert len(xbar) == 8 and len(s) == 6
+    one = xbar[xbar['n'] == 1]
+    assert len(one) == 2
+    assert (one['upl'] - one['center']).to_numpy() == pytest.approx([3 * sigma] * 2, rel=1e-9)
+    three = xbar[xbar['n'] == 3]
+    assert (three['upl'] - three['center']).to_numpy() == pytest.approx([3 * sigma / np.sqrt(3)] * 6, rel=1e-9)
+    assert result.get_statistics('Xbar')['limits_vary'] is True
+    # The S chart has only the subgroups with an S, all of size 3: constant B3/B4(3) limits
+    s_stats = result.get_statistics('S')
+    assert s_stats['upl'] == pytest.approx(b4(3) * replicated['std'].mean(), rel=1e-9)
+
+
+def test_one_reading_subgroups_are_charted_per_stratum(with_one_reading_cells):
+    result = with_one_reading_cells.execute(chart='Xbar', by=['T'], companion=True)
+    a = result.focus('A')
+    assert len(a.chart_table('Xbar')) == 4 and len(a.chart_table('S')) == 3
diff --git a/tests/test_vas_chart_constants.py b/tests/test_vas_chart_constants.py
index 087bf9b..55070ce 100644
--- a/tests/test_vas_chart_constants.py
+++ b/tests/test_vas_chart_constants.py
@@ -1,9 +1,10 @@
 """Individuals and moving-range chart limits match Bishop's VAS software.
 
 The expected values are read from Bishop's VAS output decks of 29 September 2026 (Medicare and
-PM SDS 2), at the precision the charts print. They pin the XmR constants E2 = 3/1.128 and
-D4 = 1 + 3(0.8525)/1.128 from the manual (Eq 12.4, 12.5, 12.10, 12.11): with the rounded 2.66 and
-3.268 the Medicare limits miss by 0.6 and 1.0, and the PM SDS 2 moving-range limit prints 2.84.
+PM SDS 2) and, for the R2 chart, 3 October 2026, at the precision the charts print. They pin the
+XmR constants E2 = 3/1.128 and D4 = 1 + 3(0.8525)/1.128 (10-1 manual Eqs 12-4, 12-5, 12-10,
+12-11): with the rounded 2.66 and 3.268 the Medicare limits miss by 0.6 and 1.0, and the PM SDS 2
+moving-range limit prints 2.84.
 """
 
 from pathlib import Path
@@ -84,3 +85,40 @@ def test_moving_range_limits(self, pm_sds_2):
         s = pm_sds_2.execute(chart='mR', by=[]).get_statistics('mR')
         assert round(s['center'], 2) == 0.87
         assert round(s['upl'], 2) == 2.83
+
+
+class TestMedicareR2Chart:
+    """VAS run of 10/3/2026 (10-1 manual R2), MEDICARE PCE slide 60: R2 chart -1.15 (-1045.19 / 1042.88).
+
+    R2 here is the condition-and-period-adjusted series differenced along the ACO-then-year
+    stream and divided by twice the R2 scale factor c(24, 96); the raw-difference R2 of
+    earlier releases gave limits about three times wider.
+    """
+
+    def test_maximum_information_limits(self, medicare):
+        mi = medicare.maximum_information()
+        assert mi.r2_mean == pytest.approx(-1.15, abs=0.005)
+        assert mi.lpl == pytest.approx(-1045.19, abs=0.005)
+        assert mi.upl == pytest.approx(1042.88, abs=0.005)
+
+    def test_individuals_chart_on_r2(self, medicare):
+        s = medicare.execute(chart='X', by=[], value='R2').get_statistics('X')
+        assert s['center'] == pytest.approx(-1.15, abs=0.005)
+        assert s['lpl'] == pytest.approx(-1045.19, abs=0.005)
+        assert s['upl'] == pytest.approx(1042.88, abs=0.005)
+
+
+class TestMedicarePotentialCapability:
+    """VAS run of 10/3/2026, MEDICARE PCE slide 59 (LSL 6000, USL 16000): PPL 5.36, PP 5.55, PPU 5.74.
+
+    The potential indices are measured from the centre of the potential values, y_bar + mean(R2)
+    ("PROCESS MEAN = 10831.3" on the slide; y_bar is 10832.4 and mean R2 is -1.15). Only PPU
+    discriminates at two decimals: 5.7355 from that centre, 5.734 from y_bar.
+    """
+
+    def test_potential_indices(self, medicare):
+        cap = medicare.capability(lsl=6000, usl=16000)
+        assert cap.potential_center == pytest.approx(10831.27, abs=0.01)
+        assert round(cap.cpk_lower, 2) == 5.36
+        assert round(cap.cp, 2) == 5.55
+        assert round(cap.cpk_upper, 2) == 5.74
diff --git a/tests/test_xbar_residual_center.py b/tests/test_xbar_residual_center.py
index 5f42fc6..c454114 100644
--- a/tests/test_xbar_residual_center.py
+++ b/tests/test_xbar_residual_center.py
@@ -25,12 +25,11 @@
     not VALIDATION_CSV.exists(),
     reason='Bishop validation CSV not present',
 )
-def test_sds3_r3_pt_xbar_center_matches_bishop():
-    """SDS 3 R3 Xbar by [PRODUCTION TIME] recentered must match Bishop's 237.83.
+def test_sds3_pt_xbar_center_matches_bishop():
+    """SDS 3 period-effects chart (R4 Xbar by [PRODUCTION TIME], recentered) must match Bishop's 237.83.
 
-    Row 22 of validation/e2e_bishop_report.html — the only e2e divergence
-    before the fix. Bishop reports CL = 237.83; the pre-fix code produced
-    237.81 (observation-weighted on unbalanced cells).
+    Page 22 of the e2e report (Tom's 10/3/2026 deck, slide 22). The observation-weighted
+    mean would give 237.81 on these unbalanced cells.
     """
     df = pd.read_csv(VALIDATION_CSV)
     pb_obj = ProcessBehavior(df)
@@ -42,7 +41,7 @@ def test_sds3_r3_pt_xbar_center_matches_bishop():
     result = study.execute(
         chart='Xbar',
         by=[pb_obj.cols.PRODUCTION_TIME],
-        value='R3',
+        value='R4',
         recentered=True,
     )
     center = result.get_statistics('Xbar')['center']
diff --git a/validation/PBTESTKNOWNEFFECTS_T100.csv b/validation/PBTESTKNOWNEFFECTS_T100.csv
new file mode 100644
index 0000000..dbad775
--- /dev/null
+++ b/validation/PBTESTKNOWNEFFECTS_T100.csv
@@ -0,0 +1,4001 @@
+"PRODUCTION TIME","FACTOR 1","FACTOR 2","FACTOR 1xFACTOR 2","PM SDS 1 KNOWN","PM SDS 2 KNOWN","PM SDS 3 KNOWN","PM SDS 4 KNOWN","PM SDS 5 KNOWN","PM SDS 6 KNOWN"
+1,1,1,11,300.73940633416424,300.73940633416424,300.73940633416424,*,*,*
+1,1,1,11,303.16365302393694,*,303.16365302393694,*,*,*
+1,1,1,11,299.85410807697644,*,299.85410807697644,*,*,*
+1,1,1,11,301.0890034961055,*,301.0890034961055,*,*,*
+1,1,1,11,296.0078942489478,*,296.0078942489478,*,*,296.0078942489478
+2,1,1,11,293.0683742626455,293.0683742626455,293.0683742626455,293.0683742626455,293.0683742626455,293.0683742626455
+2,1,1,11,299.41261528432653,*,299.41261528432653,*,*,*
+2,1,1,11,296.603190104486,*,*,296.603190104486,*,296.603190104486
+2,1,1,11,298.03682104956334,*,298.03682104956334,*,*,*
+2,1,1,11,299.74042752327784,*,299.74042752327784,299.74042752327784,*,299.74042752327784
+3,1,1,11,305.93410422148094,305.93410422148094,305.93410422148094,305.93410422148094,305.93410422148094,305.93410422148094
+3,1,1,11,306.04379127465563,*,*,*,*,*
+3,1,1,11,298.12913959512764,*,298.12913959512764,*,*,*
+3,1,1,11,290.1282718242408,*,*,290.1282718242408,*,290.1282718242408
+3,1,1,11,305.3184627066171,*,*,*,*,*
+4,1,1,11,305.89994821711946,305.89994821711946,305.89994821711946,305.89994821711946,305.89994821711946,305.89994821711946
+4,1,1,11,299.26885631768863,*,299.26885631768863,299.26885631768863,*,299.26885631768863
+4,1,1,11,298.64188240992576,*,298.64188240992576,298.64188240992576,*,298.64188240992576
+4,1,1,11,297.6097727930153,*,297.6097727930153,*,*,*
+4,1,1,11,301.20002433291324,*,301.20002433291324,301.20002433291324,*,301.20002433291324
+5,1,1,11,300.5184458462117,300.5184458462117,300.5184458462117,*,*,*
+5,1,1,11,300.3607403497453,*,300.3607403497453,*,*,*
+5,1,1,11,304.78287424122857,*,304.78287424122857,*,*,*
+5,1,1,11,294.3141646375517,*,294.3141646375517,294.3141646375517,*,294.3141646375517
+5,1,1,11,298.4454218569664,*,298.4454218569664,298.4454218569664,*,298.4454218569664
+6,1,1,11,306.134128272035,306.134128272035,*,*,*,*
+6,1,1,11,298.89255869934055,*,298.89255869934055,*,*,*
+6,1,1,11,297.0632819142031,*,297.0632819142031,297.0632819142031,*,297.0632819142031
+6,1,1,11,304.29340488766184,*,*,*,*,*
+6,1,1,11,299.46421779021,*,299.46421779021,299.46421779021,*,299.46421779021
+7,1,1,11,304.48596410008037,304.48596410008037,304.48596410008037,304.48596410008037,304.48596410008037,304.48596410008037
+7,1,1,11,300.7661180265971,*,300.7661180265971,300.7661180265971,*,300.7661180265971
+7,1,1,11,301.5641014050659,*,301.5641014050659,*,*,*
+7,1,1,11,297.56653587788145,*,*,*,*,*
+7,1,1,11,298.5351695608934,*,*,298.5351695608934,*,298.5351695608934
+8,1,1,11,299.85484881042487,299.85484881042487,299.85484881042487,*,299.85484881042487,*
+8,1,1,11,299.77864819125443,*,299.77864819125443,299.77864819125443,*,299.77864819125443
+8,1,1,11,302.7107188267995,*,302.7107188267995,*,*,*
+8,1,1,11,295.49326634156387,*,*,295.49326634156387,*,295.49326634156387
+8,1,1,11,297.44652677100464,*,*,297.44652677100464,*,297.44652677100464
+9,1,1,11,303.26426305218143,303.26426305218143,303.26426305218143,*,303.26426305218143,*
+9,1,1,11,300.0159782033022,*,300.0159782033022,*,*,*
+9,1,1,11,303.322914587272,*,303.322914587272,*,*,*
+9,1,1,11,294.0255607781718,*,294.0255607781718,*,*,*
+9,1,1,11,299.397520763762,*,299.397520763762,*,*,*
+10,1,1,11,298.78966988870206,298.78966988870206,298.78966988870206,*,298.78966988870206,298.78966988870206
+10,1,1,11,301.09365600769024,*,301.09365600769024,*,*,*
+10,1,1,11,298.611581445776,*,298.611581445776,*,*,*
+10,1,1,11,302.9553701921343,*,302.9553701921343,*,*,*
+10,1,1,11,296.0025810814004,*,296.0025810814004,*,*,*
+11,1,1,11,298.8039590804022,298.8039590804022,298.8039590804022,298.8039590804022,298.8039590804022,298.8039590804022
+11,1,1,11,303.53827352485393,*,303.53827352485393,*,*,*
+11,1,1,11,300.3208093449585,*,*,300.3208093449585,*,300.3208093449585
+11,1,1,11,297.28645711605816,*,297.28645711605816,297.28645711605816,*,297.28645711605816
+11,1,1,11,298.10643066898245,*,298.10643066898245,*,*,*
+12,1,1,11,297.37189456497214,297.37189456497214,297.37189456497214,*,297.37189456497214,*
+12,1,1,11,298.5958638769138,*,298.5958638769138,*,*,*
+12,1,1,11,299.16288818918264,*,*,*,*,*
+12,1,1,11,296.718776664871,*,296.718776664871,296.718776664871,*,296.718776664871
+12,1,1,11,299.3796600469721,*,*,299.3796600469721,*,299.3796600469721
+13,1,1,11,298.5010948815679,298.5010948815679,298.5010948815679,298.5010948815679,298.5010948815679,298.5010948815679
+13,1,1,11,299.41312842960747,*,299.41312842960747,*,*,*
+13,1,1,11,296.4737735319707,*,296.4737735319707,296.4737735319707,*,296.4737735319707
+13,1,1,11,300.50302314623605,*,300.50302314623605,300.50302314623605,*,300.50302314623605
+13,1,1,11,301.30105325241686,*,301.30105325241686,*,*,*
+14,1,1,11,303.84603711848376,303.84603711848376,303.84603711848376,*,*,*
+14,1,1,11,306.0935599925348,*,306.0935599925348,306.0935599925348,*,306.0935599925348
+14,1,1,11,295.2490780670164,*,295.2490780670164,*,*,*
+14,1,1,11,299.8733415132754,*,299.8733415132754,299.8733415132754,*,299.8733415132754
+14,1,1,11,297.166135793305,*,*,*,*,*
+15,1,1,11,299.24586933191625,299.24586933191625,299.24586933191625,*,299.24586933191625,*
+15,1,1,11,303.6551145300343,*,303.6551145300343,*,*,*
+15,1,1,11,299.58439419983654,*,299.58439419983654,*,*,299.58439419983654
+15,1,1,11,299.9841103203321,*,299.9841103203321,*,*,*
+15,1,1,11,301.8031255283997,*,301.8031255283997,*,*,*
+16,1,1,11,302.59627311241485,302.59627311241485,302.59627311241485,302.59627311241485,302.59627311241485,302.59627311241485
+16,1,1,11,297.87761103373697,*,*,297.87761103373697,*,297.87761103373697
+16,1,1,11,295.5125208461729,*,*,295.5125208461729,*,295.5125208461729
+16,1,1,11,296.99197196591456,*,296.99197196591456,296.99197196591456,*,296.99197196591456
+16,1,1,11,295.77719018716306,*,*,*,*,*
+17,1,1,11,301.21251282859663,301.21251282859663,301.21251282859663,*,301.21251282859663,*
+17,1,1,11,302.07255989892855,*,302.07255989892855,*,*,*
+17,1,1,11,299.0693437748127,*,*,*,*,*
+17,1,1,11,298.78691269758593,*,*,*,*,*
+17,1,1,11,299.4563488544282,*,299.4563488544282,*,*,*
+18,1,1,11,296.9274027111725,296.9274027111725,*,*,*,*
+18,1,1,11,298.8017650712965,*,298.8017650712965,298.8017650712965,*,298.8017650712965
+18,1,1,11,306.074480293,*,*,306.074480293,*,306.074480293
+18,1,1,11,299.4994356645202,*,*,299.4994356645202,*,299.4994356645202
+18,1,1,11,302.24246417769626,*,302.24246417769626,302.24246417769626,*,302.24246417769626
+19,1,1,11,297.83393649731426,297.83393649731426,297.83393649731426,297.83393649731426,297.83393649731426,297.83393649731426
+19,1,1,11,300.149467581162,*,300.149467581162,*,*,*
+19,1,1,11,303.21774615969383,*,303.21774615969383,303.21774615969383,*,303.21774615969383
+19,1,1,11,296.3004537466548,*,296.3004537466548,296.3004537466548,*,296.3004537466548
+19,1,1,11,294.6780162615413,*,294.6780162615413,294.6780162615413,*,294.6780162615413
+20,1,1,11,301.83542373919846,301.83542373919846,301.83542373919846,301.83542373919846,301.83542373919846,301.83542373919846
+20,1,1,11,304.31262479492284,*,304.31262479492284,304.31262479492284,*,304.31262479492284
+20,1,1,11,300.2231292802261,*,300.2231292802261,300.2231292802261,*,300.2231292802261
+20,1,1,11,300.8610919892734,*,*,300.8610919892734,*,300.8610919892734
+20,1,1,11,301.90116221879055,*,301.90116221879055,301.90116221879055,*,301.90116221879055
+21,1,1,11,299.6677160777624,299.6677160777624,299.6677160777624,*,*,*
+21,1,1,11,301.3650242899255,*,301.3650242899255,*,*,*
+21,1,1,11,303.55340861765137,*,303.55340861765137,303.55340861765137,*,303.55340861765137
+21,1,1,11,299.32614268576987,*,299.32614268576987,*,*,*
+21,1,1,11,299.10992228986646,*,299.10992228986646,299.10992228986646,*,299.10992228986646
+22,1,1,11,297.4493881656841,297.4493881656841,*,297.4493881656841,297.4493881656841,297.4493881656841
+22,1,1,11,302.3669490101615,*,*,*,*,*
+22,1,1,11,300.5838520384849,*,*,*,*,*
+22,1,1,11,297.35514697753706,*,297.35514697753706,297.35514697753706,*,297.35514697753706
+22,1,1,11,300.19554005477283,*,300.19554005477283,*,*,*
+23,1,1,11,301.7441765342385,301.7441765342385,301.7441765342385,*,301.7441765342385,*
+23,1,1,11,300.86817784318066,*,*,*,*,*
+23,1,1,11,302.2026856591369,*,302.2026856591369,*,*,302.2026856591369
+23,1,1,11,305.6598303820108,*,305.6598303820108,*,*,*
+23,1,1,11,300.5437934128915,*,300.5437934128915,*,*,*
+24,1,1,11,301.2427091538574,301.2427091538574,301.2427091538574,*,301.2427091538574,*
+24,1,1,11,293.70493346644525,*,293.70493346644525,293.70493346644525,*,293.70493346644525
+24,1,1,11,300.18760052179715,*,*,300.18760052179715,*,300.18760052179715
+24,1,1,11,297.9075172345159,*,*,*,*,*
+24,1,1,11,296.5836448053282,*,296.5836448053282,296.5836448053282,*,296.5836448053282
+25,1,1,11,301.6189756920123,301.6189756920123,*,*,301.6189756920123,*
+25,1,1,11,299.2871916274022,*,299.2871916274022,*,*,299.2871916274022
+25,1,1,11,298.38912298931047,*,*,*,*,*
+25,1,1,11,303.51786065688475,*,*,*,*,*
+25,1,1,11,299.71249593145393,*,299.71249593145393,*,*,*
+26,1,1,11,299.5397098965475,299.5397098965475,*,*,299.5397098965475,*
+26,1,1,11,296.23819389502484,*,296.23819389502484,*,*,*
+26,1,1,11,288.1622530664828,*,288.1622530664828,288.1622530664828,*,288.1622530664828
+26,1,1,11,293.4822146445295,*,293.4822146445295,293.4822146445295,*,293.4822146445295
+26,1,1,11,296.401031425629,*,296.401031425629,296.401031425629,*,296.401031425629
+27,1,1,11,294.4905597265456,294.4905597265456,294.4905597265456,*,294.4905597265456,*
+27,1,1,11,297.27656743787077,*,*,*,*,*
+27,1,1,11,296.1754973984648,*,296.1754973984648,296.1754973984648,*,296.1754973984648
+27,1,1,11,297.1844794187047,*,297.1844794187047,297.1844794187047,*,297.1844794187047
+27,1,1,11,294.771379734817,*,294.771379734817,*,*,*
+28,1,1,11,297.25919634453567,297.25919634453567,297.25919634453567,*,297.25919634453567,*
+28,1,1,11,294.6242235215241,*,294.6242235215241,*,*,*
+28,1,1,11,299.3777542971665,*,*,299.3777542971665,*,299.3777542971665
+28,1,1,11,295.0701371945403,*,*,295.0701371945403,*,295.0701371945403
+28,1,1,11,293.8397445976012,*,293.8397445976012,*,*,*
+29,1,1,11,300.3915968224285,300.3915968224285,300.3915968224285,300.3915968224285,300.3915968224285,300.3915968224285
+29,1,1,11,293.20688122681906,*,293.20688122681906,293.20688122681906,*,293.20688122681906
+29,1,1,11,296.3735614141744,*,296.3735614141744,296.3735614141744,*,296.3735614141744
+29,1,1,11,295.3748251511757,*,295.3748251511757,295.3748251511757,*,295.3748251511757
+29,1,1,11,292.3186957921727,*,292.3186957921727,*,*,*
+30,1,1,11,297.14267745444334,297.14267745444334,297.14267745444334,*,297.14267745444334,*
+30,1,1,11,298.0110978973534,*,298.0110978973534,*,*,*
+30,1,1,11,292.63152741486545,*,*,*,*,*
+30,1,1,11,298.7174256551333,*,298.7174256551333,*,*,*
+30,1,1,11,294.64147547586754,*,294.64147547586754,*,*,*
+31,1,1,11,301.5706004203245,301.5706004203245,301.5706004203245,*,301.5706004203245,*
+31,1,1,11,296.3240245755927,*,296.3240245755927,296.3240245755927,*,296.3240245755927
+31,1,1,11,298.66945574191993,*,*,298.66945574191993,*,298.66945574191993
+31,1,1,11,292.8381430379524,*,292.8381430379524,*,*,*
+31,1,1,11,296.7753300718354,*,*,*,*,*
+32,1,1,11,297.1844952023762,297.1844952023762,297.1844952023762,297.1844952023762,297.1844952023762,297.1844952023762
+32,1,1,11,291.17675713233865,*,291.17675713233865,291.17675713233865,*,291.17675713233865
+32,1,1,11,296.4192680797202,*,*,296.4192680797202,*,296.4192680797202
+32,1,1,11,293.87352986688035,*,293.87352986688035,293.87352986688035,*,293.87352986688035
+32,1,1,11,293.6845737368914,*,*,293.6845737368914,*,293.6845737368914
+33,1,1,11,300.032579749281,300.032579749281,300.032579749281,*,300.032579749281,*
+33,1,1,11,301.4899679733675,*,*,*,*,*
+33,1,1,11,299.37612191889366,*,*,*,*,*
+33,1,1,11,291.30570736800166,*,291.30570736800166,*,*,*
+33,1,1,11,291.01270647669287,*,291.01270647669287,*,*,291.01270647669287
+34,1,1,11,297.61829705731236,297.61829705731236,297.61829705731236,*,*,*
+34,1,1,11,286.88142987809925,*,286.88142987809925,*,*,286.88142987809925
+34,1,1,11,302.72247558167385,*,302.72247558167385,*,*,*
+34,1,1,11,296.2314458622508,*,*,*,*,*
+34,1,1,11,291.31829790059805,*,291.31829790059805,*,*,*
+35,1,1,11,302.44499182743857,302.44499182743857,*,*,302.44499182743857,*
+35,1,1,11,295.5521589629213,*,*,*,*,*
+35,1,1,11,297.568692624535,*,*,297.568692624535,*,297.568692624535
+35,1,1,11,300.19697109559877,*,300.19697109559877,*,*,*
+35,1,1,11,299.24192505927965,*,299.24192505927965,299.24192505927965,*,299.24192505927965
+36,1,1,11,297.395487550737,297.395487550737,297.395487550737,*,297.395487550737,*
+36,1,1,11,298.1660872754849,*,298.1660872754849,298.1660872754849,*,298.1660872754849
+36,1,1,11,301.8469655500496,*,301.8469655500496,*,*,*
+36,1,1,11,303.72021591046115,*,303.72021591046115,*,*,*
+36,1,1,11,295.21045940543297,*,*,295.21045940543297,*,295.21045940543297
+37,1,1,11,298.1032179525632,298.1032179525632,*,298.1032179525632,298.1032179525632,298.1032179525632
+37,1,1,11,299.81735784778294,*,299.81735784778294,299.81735784778294,*,299.81735784778294
+37,1,1,11,295.8997595010582,*,*,295.8997595010582,*,295.8997595010582
+37,1,1,11,295.4815710072857,*,295.4815710072857,*,*,*
+37,1,1,11,302.06734737550056,*,*,*,*,*
+38,1,1,11,295.1406252215275,295.1406252215275,295.1406252215275,295.1406252215275,295.1406252215275,295.1406252215275
+38,1,1,11,293.43722185532835,*,*,*,*,*
+38,1,1,11,298.0534989249311,*,298.0534989249311,298.0534989249311,*,298.0534989249311
+38,1,1,11,295.55417878406263,*,295.55417878406263,295.55417878406263,*,295.55417878406263
+38,1,1,11,296.59821738656456,*,296.59821738656456,*,*,*
+39,1,1,11,292.1015887958476,292.1015887958476,292.1015887958476,292.1015887958476,292.1015887958476,292.1015887958476
+39,1,1,11,293.69946869046305,*,293.69946869046305,*,*,*
+39,1,1,11,297.34949327369657,*,297.34949327369657,*,*,*
+39,1,1,11,298.0873603252622,*,298.0873603252622,298.0873603252622,*,298.0873603252622
+39,1,1,11,298.68277519720704,*,298.68277519720704,298.68277519720704,*,298.68277519720704
+40,1,1,11,297.65788616871566,297.65788616871566,297.65788616871566,297.65788616871566,297.65788616871566,297.65788616871566
+40,1,1,11,298.05250007718286,*,298.05250007718286,298.05250007718286,*,298.05250007718286
+40,1,1,11,298.21609536686685,*,298.21609536686685,298.21609536686685,*,298.21609536686685
+40,1,1,11,295.8317162660046,*,295.8317162660046,295.8317162660046,*,295.8317162660046
+40,1,1,11,295.5426489323353,*,*,*,*,*
+41,1,1,11,296.273417173624,296.273417173624,296.273417173624,*,*,*
+41,1,1,11,300.2775686675061,*,*,*,*,*
+41,1,1,11,294.3956542000343,*,*,294.3956542000343,*,294.3956542000343
+41,1,1,11,290.5351532648012,*,290.5351532648012,290.5351532648012,*,290.5351532648012
+41,1,1,11,299.3764989478239,*,*,299.3764989478239,*,299.3764989478239
+42,1,1,11,302.1118015223346,302.1118015223346,*,*,302.1118015223346,*
+42,1,1,11,289.30430224068226,*,289.30430224068226,*,*,*
+42,1,1,11,296.7170154342726,*,296.7170154342726,296.7170154342726,*,296.7170154342726
+42,1,1,11,294.61821158393667,*,*,294.61821158393667,*,294.61821158393667
+42,1,1,11,299.36351661406485,*,*,299.36351661406485,*,299.36351661406485
+43,1,1,11,297.2698847557011,297.2698847557011,297.2698847557011,297.2698847557011,297.2698847557011,297.2698847557011
+43,1,1,11,298.5863697913934,*,*,*,*,*
+43,1,1,11,298.9225243396123,*,298.9225243396123,*,*,*
+43,1,1,11,299.3858751019228,*,299.3858751019228,299.3858751019228,*,299.3858751019228
+43,1,1,11,292.5084212692402,*,292.5084212692402,*,*,*
+44,1,1,11,299.19223757497235,299.19223757497235,299.19223757497235,*,299.19223757497235,*
+44,1,1,11,296.7686465691098,*,296.7686465691098,*,*,*
+44,1,1,11,297.6987318132209,*,297.6987318132209,*,*,*
+44,1,1,11,300.5702049014382,*,300.5702049014382,*,*,*
+44,1,1,11,301.0731472341058,*,*,*,*,301.0731472341058
+45,1,1,11,293.4756762372832,293.4756762372832,293.4756762372832,293.4756762372832,*,293.4756762372832
+45,1,1,11,300.3586851563569,*,300.3586851563569,*,*,*
+45,1,1,11,294.12649125410195,*,294.12649125410195,*,*,*
+45,1,1,11,294.97798510322065,*,294.97798510322065,294.97798510322065,*,294.97798510322065
+45,1,1,11,296.5790573931702,*,296.5790573931702,296.5790573931702,*,296.5790573931702
+46,1,1,11,295.0527678708594,295.0527678708594,295.0527678708594,295.0527678708594,295.0527678708594,295.0527678708594
+46,1,1,11,301.7318177578582,*,301.7318177578582,301.7318177578582,*,301.7318177578582
+46,1,1,11,296.584151640716,*,296.584151640716,*,*,*
+46,1,1,11,293.5598313769432,*,293.5598313769432,293.5598313769432,*,293.5598313769432
+46,1,1,11,296.57681881807594,*,*,*,*,*
+47,1,1,11,297.2432366868504,297.2432366868504,297.2432366868504,297.2432366868504,297.2432366868504,297.2432366868504
+47,1,1,11,298.0976197975903,*,*,298.0976197975903,*,298.0976197975903
+47,1,1,11,291.8728996075553,*,291.8728996075553,291.8728996075553,*,291.8728996075553
+47,1,1,11,299.15780272629524,*,299.15780272629524,299.15780272629524,*,299.15780272629524
+47,1,1,11,296.47201158711806,*,296.47201158711806,*,*,*
+48,1,1,11,302.7571477025162,302.7571477025162,302.7571477025162,*,302.7571477025162,*
+48,1,1,11,297.2643534550992,*,297.2643534550992,297.2643534550992,*,297.2643534550992
+48,1,1,11,298.4389501793809,*,298.4389501793809,298.4389501793809,*,298.4389501793809
+48,1,1,11,297.92088952880454,*,*,297.92088952880454,*,297.92088952880454
+48,1,1,11,295.5206643927925,*,*,295.5206643927925,*,295.5206643927925
+49,1,1,11,298.5387717221592,298.5387717221592,298.5387717221592,298.5387717221592,*,298.5387717221592
+49,1,1,11,299.452723570179,*,*,299.452723570179,*,299.452723570179
+49,1,1,11,295.78031206484275,*,295.78031206484275,*,*,*
+49,1,1,11,295.81448971148575,*,295.81448971148575,295.81448971148575,*,295.81448971148575
+49,1,1,11,296.86064762897854,*,296.86064762897854,*,*,*
+50,1,1,11,293.4971682217028,293.4971682217028,293.4971682217028,*,293.4971682217028,*
+50,1,1,11,299.0098478238057,*,*,299.0098478238057,*,299.0098478238057
+50,1,1,11,296.4478462696119,*,*,296.4478462696119,*,296.4478462696119
+50,1,1,11,296.6008691240959,*,296.6008691240959,*,*,*
+50,1,1,11,300.1788935316793,*,300.1788935316793,300.1788935316793,*,300.1788935316793
+51,1,1,11,299.3350401393103,299.3350401393103,299.3350401393103,299.3350401393103,299.3350401393103,299.3350401393103
+51,1,1,11,302.43988001605175,*,*,302.43988001605175,*,302.43988001605175
+51,1,1,11,301.30517625114027,*,*,*,*,*
+51,1,1,11,299.15801062488634,*,*,299.15801062488634,*,299.15801062488634
+51,1,1,11,302.935292290806,*,302.935292290806,302.935292290806,*,302.935292290806
+52,1,1,11,301.70411462402444,301.70411462402444,301.70411462402444,301.70411462402444,*,301.70411462402444
+52,1,1,11,312.01473513702825,*,*,312.01473513702825,*,312.01473513702825
+52,1,1,11,298.8248878903062,*,298.8248878903062,*,*,*
+52,1,1,11,299.055459699792,*,299.055459699792,*,*,*
+52,1,1,11,300.7257717706337,*,*,*,*,*
+53,1,1,11,297.5114334831213,297.5114334831213,297.5114334831213,297.5114334831213,297.5114334831213,297.5114334831213
+53,1,1,11,296.20863049682,*,296.20863049682,296.20863049682,*,296.20863049682
+53,1,1,11,302.48167970728076,*,302.48167970728076,*,*,*
+53,1,1,11,301.26859256420374,*,*,*,*,*
+53,1,1,11,301.98344042416875,*,301.98344042416875,*,*,*
+54,1,1,11,303.4763670901942,303.4763670901942,303.4763670901942,303.4763670901942,303.4763670901942,303.4763670901942
+54,1,1,11,300.43862363412893,*,300.43862363412893,*,*,*
+54,1,1,11,298.4414104273953,*,298.4414104273953,*,*,*
+54,1,1,11,294.4593839795949,*,294.4593839795949,294.4593839795949,*,294.4593839795949
+54,1,1,11,303.6741601327905,*,*,*,*,*
+55,1,1,11,300.40935208765654,300.40935208765654,300.40935208765654,300.40935208765654,300.40935208765654,300.40935208765654
+55,1,1,11,300.6570146055866,*,300.6570146055866,*,*,*
+55,1,1,11,301.27202530200714,*,301.27202530200714,301.27202530200714,*,301.27202530200714
+55,1,1,11,296.4277433127236,*,*,296.4277433127236,*,296.4277433127236
+55,1,1,11,300.8506329148968,*,*,*,*,*
+56,1,1,11,303.0886212048722,303.0886212048722,*,303.0886212048722,303.0886212048722,303.0886212048722
+56,1,1,11,299.14477984234554,*,299.14477984234554,299.14477984234554,*,299.14477984234554
+56,1,1,11,304.4902646713744,*,304.4902646713744,*,*,*
+56,1,1,11,300.8694111380977,*,300.8694111380977,*,*,*
+56,1,1,11,297.86562216895385,*,297.86562216895385,*,*,*
+57,1,1,11,304.1434034406967,304.1434034406967,304.1434034406967,304.1434034406967,304.1434034406967,304.1434034406967
+57,1,1,11,301.94030740933255,*,301.94030740933255,*,*,*
+57,1,1,11,306.77262842178624,*,306.77262842178624,306.77262842178624,*,306.77262842178624
+57,1,1,11,302.17221308422006,*,302.17221308422006,*,*,*
+57,1,1,11,303.7791595110221,*,303.7791595110221,*,*,*
+58,1,1,11,305.85189793210577,305.85189793210577,305.85189793210577,*,305.85189793210577,*
+58,1,1,11,304.8215423655732,*,304.8215423655732,304.8215423655732,*,304.8215423655732
+58,1,1,11,301.6695915066443,*,301.6695915066443,301.6695915066443,*,301.6695915066443
+58,1,1,11,304.26130213548,*,304.26130213548,304.26130213548,*,304.26130213548
+58,1,1,11,301.60917857567136,*,301.60917857567136,*,*,*
+59,1,1,11,297.6650130472241,297.6650130472241,297.6650130472241,*,297.6650130472241,*
+59,1,1,11,298.711312532026,*,298.711312532026,*,*,298.711312532026
+59,1,1,11,301.9884858930225,*,301.9884858930225,*,*,*
+59,1,1,11,302.44867283512093,*,302.44867283512093,*,*,*
+59,1,1,11,302.6988880051302,*,302.6988880051302,*,*,*
+60,1,1,11,303.99991628080784,303.99991628080784,303.99991628080784,*,303.99991628080784,*
+60,1,1,11,300.89164498362584,*,300.89164498362584,300.89164498362584,*,300.89164498362584
+60,1,1,11,295.538093683853,*,295.538093683853,295.538093683853,*,295.538093683853
+60,1,1,11,301.9889935800918,*,301.9889935800918,301.9889935800918,*,301.9889935800918
+60,1,1,11,301.7163122947753,*,301.7163122947753,*,*,*
+61,1,1,11,299.81131190672096,299.81131190672096,299.81131190672096,299.81131190672096,*,299.81131190672096
+61,1,1,11,299.96608381789576,*,299.96608381789576,*,*,*
+61,1,1,11,303.42037897072925,*,303.42037897072925,303.42037897072925,*,303.42037897072925
+61,1,1,11,291.56829539421335,*,*,*,*,*
+61,1,1,11,302.97912390441275,*,*,*,*,*
+62,1,1,11,306.6068608142333,306.6068608142333,306.6068608142333,*,306.6068608142333,*
+62,1,1,11,296.81379924691686,*,296.81379924691686,*,*,*
+62,1,1,11,302.38846017588975,*,302.38846017588975,*,*,*
+62,1,1,11,301.5700823641429,*,301.5700823641429,*,*,*
+62,1,1,11,301.8012802001058,*,301.8012802001058,*,*,*
+63,1,1,11,303.54064947358376,303.54064947358376,*,303.54064947358376,303.54064947358376,303.54064947358376
+63,1,1,11,303.31600518406293,*,303.31600518406293,303.31600518406293,*,303.31600518406293
+63,1,1,11,298.2247331413857,*,298.2247331413857,298.2247331413857,*,298.2247331413857
+63,1,1,11,298.30574536799924,*,298.30574536799924,*,*,*
+63,1,1,11,306.8597893693536,*,306.8597893693536,*,*,*
+64,1,1,11,299.5901991791639,299.5901991791639,299.5901991791639,299.5901991791639,299.5901991791639,299.5901991791639
+64,1,1,11,303.95450072368027,*,*,*,*,*
+64,1,1,11,298.49651311365807,*,298.49651311365807,298.49651311365807,*,298.49651311365807
+64,1,1,11,295.8298831275305,*,295.8298831275305,*,*,*
+64,1,1,11,303.98418015277036,*,*,303.98418015277036,*,303.98418015277036
+65,1,1,11,303.5603550049174,303.5603550049174,303.5603550049174,303.5603550049174,303.5603550049174,303.5603550049174
+65,1,1,11,301.825599428967,*,301.825599428967,301.825599428967,*,301.825599428967
+65,1,1,11,304.9658080906085,*,304.9658080906085,304.9658080906085,*,304.9658080906085
+65,1,1,11,301.8532498823343,*,301.8532498823343,301.8532498823343,*,301.8532498823343
+65,1,1,11,309.15093502957916,*,309.15093502957916,*,*,*
+66,1,1,11,299.2772038386983,299.2772038386983,*,*,299.2772038386983,*
+66,1,1,11,302.231900749964,*,*,302.231900749964,*,302.231900749964
+66,1,1,11,301.11373252310653,*,301.11373252310653,301.11373252310653,*,301.11373252310653
+66,1,1,11,299.8741190240753,*,*,299.8741190240753,*,299.8741190240753
+66,1,1,11,305.50304877352215,*,305.50304877352215,*,*,*
+67,1,1,11,297.824446960987,297.824446960987,297.824446960987,297.824446960987,297.824446960987,297.824446960987
+67,1,1,11,299.1640834378243,*,299.1640834378243,299.1640834378243,*,299.1640834378243
+67,1,1,11,297.391054931202,*,297.391054931202,297.391054931202,*,297.391054931202
+67,1,1,11,302.78149996685306,*,*,*,*,*
+67,1,1,11,304.68617630382477,*,304.68617630382477,304.68617630382477,*,304.68617630382477
+68,1,1,11,300.1511925431055,300.1511925431055,*,*,*,*
+68,1,1,11,303.16649997078656,*,303.16649997078656,*,*,*
+68,1,1,11,304.42019575057327,*,*,*,*,*
+68,1,1,11,301.4886356110636,*,301.4886356110636,301.4886356110636,*,301.4886356110636
+68,1,1,11,304.1634509770747,*,304.1634509770747,304.1634509770747,*,304.1634509770747
+69,1,1,11,299.9911816482304,299.9911816482304,299.9911816482304,299.9911816482304,299.9911816482304,299.9911816482304
+69,1,1,11,302.06278815764983,*,302.06278815764983,*,*,*
+69,1,1,11,306.4966384409861,*,306.4966384409861,*,*,*
+69,1,1,11,294.69036281846803,*,*,*,*,*
+69,1,1,11,308.63246866130777,*,308.63246866130777,308.63246866130777,*,308.63246866130777
+70,1,1,11,298.306934438492,298.306934438492,298.306934438492,*,298.306934438492,*
+70,1,1,11,303.08297803547424,*,303.08297803547424,*,*,303.08297803547424
+70,1,1,11,301.08497425723664,*,301.08497425723664,*,*,*
+70,1,1,11,306.1320894277931,*,306.1320894277931,*,*,*
+70,1,1,11,300.2900576441601,*,300.2900576441601,*,*,*
+71,1,1,11,304.49812812870834,304.49812812870834,304.49812812870834,304.49812812870834,304.49812812870834,304.49812812870834
+71,1,1,11,306.13243589760845,*,*,306.13243589760845,*,306.13243589760845
+71,1,1,11,299.0066817867587,*,299.0066817867587,*,*,*
+71,1,1,11,304.5983049907717,*,304.5983049907717,*,*,*
+71,1,1,11,300.4083495477587,*,*,300.4083495477587,*,300.4083495477587
+72,1,1,11,298.682365633857,298.682365633857,*,298.682365633857,298.682365633857,298.682365633857
+72,1,1,11,299.0961967909576,*,299.0961967909576,*,*,*
+72,1,1,11,303.430042505317,*,303.430042505317,303.430042505317,*,303.430042505317
+72,1,1,11,297.52672877568256,*,297.52672877568256,297.52672877568256,*,297.52672877568256
+72,1,1,11,303.2541542946027,*,303.2541542946027,303.2541542946027,*,303.2541542946027
+73,1,1,11,300.9570956973058,300.9570956973058,*,*,300.9570956973058,*
+73,1,1,11,300.952653984799,*,*,300.952653984799,*,300.952653984799
+73,1,1,11,300.72188117840204,*,300.72188117840204,300.72188117840204,*,300.72188117840204
+73,1,1,11,308.0778525193439,*,308.0778525193439,*,*,*
+73,1,1,11,306.19381654464485,*,*,306.19381654464485,*,306.19381654464485
+74,1,1,11,300.44584384699573,300.44584384699573,*,300.44584384699573,*,300.44584384699573
+74,1,1,11,301.03163885957866,*,*,*,*,*
+74,1,1,11,302.3744831390041,*,302.3744831390041,*,*,*
+74,1,1,11,306.83526453303756,*,306.83526453303756,*,*,*
+74,1,1,11,305.8718426174991,*,*,305.8718426174991,*,305.8718426174991
+75,1,1,11,307.4315141782329,307.4315141782329,307.4315141782329,*,*,*
+75,1,1,11,298.76218498104873,*,298.76218498104873,298.76218498104873,*,298.76218498104873
+75,1,1,11,303.24449050416797,*,303.24449050416797,303.24449050416797,*,303.24449050416797
+75,1,1,11,296.89229530872416,*,296.89229530872416,*,*,*
+75,1,1,11,305.45298222636495,*,305.45298222636495,*,*,*
+76,1,1,11,301.956824447709,301.956824447709,301.956824447709,*,301.956824447709,*
+76,1,1,11,297.5334338222139,*,297.5334338222139,*,*,*
+76,1,1,11,300.91640473937446,*,300.91640473937446,*,*,300.91640473937446
+76,1,1,11,301.44507081101557,*,301.44507081101557,*,*,*
+76,1,1,11,296.2184363979152,*,296.2184363979152,*,*,*
+77,1,1,11,296.08529997479553,296.08529997479553,296.08529997479553,296.08529997479553,296.08529997479553,296.08529997479553
+77,1,1,11,296.0399068671894,*,296.0399068671894,296.0399068671894,*,296.0399068671894
+77,1,1,11,298.20998003496635,*,*,*,*,*
+77,1,1,11,297.001804619873,*,297.001804619873,*,*,*
+77,1,1,11,294.5619828602816,*,294.5619828602816,*,*,*
+78,1,1,11,300.410208084479,300.410208084479,*,*,300.410208084479,*
+78,1,1,11,297.54197618048494,*,297.54197618048494,*,*,297.54197618048494
+78,1,1,11,299.9658070103461,*,299.9658070103461,*,*,*
+78,1,1,11,295.0175110704722,*,295.0175110704722,*,*,*
+78,1,1,11,292.9446823880612,*,292.9446823880612,*,*,*
+79,1,1,11,296.86887005763896,296.86887005763896,296.86887005763896,*,296.86887005763896,*
+79,1,1,11,296.05398515874265,*,296.05398515874265,*,*,*
+79,1,1,11,295.7203126852096,*,*,295.7203126852096,*,295.7203126852096
+79,1,1,11,303.00808625382257,*,303.00808625382257,*,*,*
+79,1,1,11,297.7955747270812,*,297.7955747270812,297.7955747270812,*,297.7955747270812
+80,1,1,11,303.90064027673833,303.90064027673833,303.90064027673833,303.90064027673833,*,303.90064027673833
+80,1,1,11,298.6048633935417,*,298.6048633935417,298.6048633935417,*,298.6048633935417
+80,1,1,11,296.6355163822615,*,296.6355163822615,*,*,*
+80,1,1,11,296.51967426412256,*,296.51967426412256,*,*,*
+80,1,1,11,299.6379791054761,*,299.6379791054761,299.6379791054761,*,299.6379791054761
+81,1,1,11,297.0044612887381,297.0044612887381,297.0044612887381,297.0044612887381,297.0044612887381,297.0044612887381
+81,1,1,11,303.73403622233917,*,*,303.73403622233917,*,303.73403622233917
+81,1,1,11,299.8438918512328,*,299.8438918512328,*,*,*
+81,1,1,11,304.0071465896723,*,304.0071465896723,*,*,*
+81,1,1,11,298.8068784087757,*,*,298.8068784087757,*,298.8068784087757
+82,1,1,11,297.3180661960942,297.3180661960942,297.3180661960942,297.3180661960942,*,297.3180661960942
+82,1,1,11,298.22126596259324,*,*,*,*,*
+82,1,1,11,300.84285251899314,*,300.84285251899314,*,*,*
+82,1,1,11,299.0031306491875,*,299.0031306491875,*,*,*
+82,1,1,11,303.3955019994246,*,303.3955019994246,303.3955019994246,*,303.3955019994246
+83,1,1,11,298.8794058063446,298.8794058063446,298.8794058063446,298.8794058063446,298.8794058063446,298.8794058063446
+83,1,1,11,297.07610754574483,*,297.07610754574483,297.07610754574483,*,297.07610754574483
+83,1,1,11,297.91839029482554,*,297.91839029482554,297.91839029482554,*,297.91839029482554
+83,1,1,11,298.29867181985696,*,*,298.29867181985696,*,298.29867181985696
+83,1,1,11,299.2458243009872,*,299.2458243009872,*,*,*
+84,1,1,11,296.4402258232482,296.4402258232482,296.4402258232482,296.4402258232482,*,296.4402258232482
+84,1,1,11,299.5439573154307,*,*,299.5439573154307,*,299.5439573154307
+84,1,1,11,295.15960028518805,*,295.15960028518805,*,*,*
+84,1,1,11,293.25406349354097,*,293.25406349354097,293.25406349354097,*,293.25406349354097
+84,1,1,11,302.1002064546913,*,302.1002064546913,302.1002064546913,*,302.1002064546913
+85,1,1,11,293.409735417336,293.409735417336,*,293.409735417336,293.409735417336,293.409735417336
+85,1,1,11,299.32812517885463,*,299.32812517885463,299.32812517885463,*,299.32812517885463
+85,1,1,11,301.39354795399635,*,301.39354795399635,*,*,*
+85,1,1,11,296.1149416095853,*,296.1149416095853,296.1149416095853,*,296.1149416095853
+85,1,1,11,298.1047864098078,*,298.1047864098078,*,*,*
+86,1,1,11,297.79234619264815,297.79234619264815,297.79234619264815,*,297.79234619264815,*
+86,1,1,11,301.8875322909003,*,*,*,*,*
+86,1,1,11,299.6193047034074,*,299.6193047034074,*,*,*
+86,1,1,11,303.940133973729,*,303.940133973729,303.940133973729,*,303.940133973729
+86,1,1,11,297.1581422928422,*,*,297.1581422928422,*,297.1581422928422
+87,1,1,11,299.45353282576764,299.45353282576764,299.45353282576764,*,299.45353282576764,*
+87,1,1,11,304.34972032691496,*,304.34972032691496,304.34972032691496,*,304.34972032691496
+87,1,1,11,293.2545232459084,*,293.2545232459084,*,*,*
+87,1,1,11,295.1572386755333,*,295.1572386755333,295.1572386755333,*,295.1572386755333
+87,1,1,11,301.8117254966878,*,301.8117254966878,*,*,*
+88,1,1,11,297.16139435039116,297.16139435039116,*,297.16139435039116,297.16139435039116,297.16139435039116
+88,1,1,11,293.7282571079382,*,293.7282571079382,*,*,*
+88,1,1,11,299.2755089315477,*,299.2755089315477,*,*,*
+88,1,1,11,300.9441536314746,*,300.9441536314746,300.9441536314746,*,300.9441536314746
+88,1,1,11,298.49254996991823,*,298.49254996991823,*,*,*
+89,1,1,11,298.33394835720225,298.33394835720225,298.33394835720225,298.33394835720225,*,298.33394835720225
+89,1,1,11,299.6828574640534,*,299.6828574640534,*,*,*
+89,1,1,11,300.99584231317317,*,300.99584231317317,300.99584231317317,*,300.99584231317317
+89,1,1,11,296.5157032094946,*,296.5157032094946,296.5157032094946,*,296.5157032094946
+89,1,1,11,301.35258851444956,*,301.35258851444956,301.35258851444956,*,301.35258851444956
+90,1,1,11,297.1792215545448,297.1792215545448,297.1792215545448,297.1792215545448,297.1792215545448,297.1792215545448
+90,1,1,11,303.8461626474585,*,*,303.8461626474585,*,303.8461626474585
+90,1,1,11,300.819106792949,*,300.819106792949,*,*,*
+90,1,1,11,295.7732648678186,*,295.7732648678186,*,*,*
+90,1,1,11,300.1079650365909,*,*,*,*,*
+91,1,1,11,296.0018180721347,296.0018180721347,*,296.0018180721347,296.0018180721347,296.0018180721347
+91,1,1,11,297.23445162264284,*,297.23445162264284,297.23445162264284,*,297.23445162264284
+91,1,1,11,299.5789622197509,*,299.5789622197509,299.5789622197509,*,299.5789622197509
+91,1,1,11,295.5094875736232,*,295.5094875736232,*,*,*
+91,1,1,11,299.20925406833425,*,299.20925406833425,*,*,*
+92,1,1,11,301.3122279136629,301.3122279136629,*,301.3122279136629,*,301.3122279136629
+92,1,1,11,301.6990393055999,*,*,301.6990393055999,*,301.6990393055999
+92,1,1,11,299.2307437039952,*,299.2307437039952,299.2307437039952,*,299.2307437039952
+92,1,1,11,296.07224220462115,*,296.07224220462115,296.07224220462115,*,296.07224220462115
+92,1,1,11,300.2244075844391,*,300.2244075844391,300.2244075844391,*,300.2244075844391
+93,1,1,11,302.40231838427326,302.40231838427326,*,*,302.40231838427326,*
+93,1,1,11,301.8322909027533,*,301.8322909027533,*,*,*
+93,1,1,11,297.82824259563944,*,*,*,*,297.82824259563944
+93,1,1,11,293.31080140213896,*,293.31080140213896,*,*,*
+93,1,1,11,303.55038451307036,*,303.55038451307036,*,*,*
+94,1,1,11,293.1730256879044,293.1730256879044,293.1730256879044,*,293.1730256879044,*
+94,1,1,11,300.0068828095413,*,300.0068828095413,*,*,*
+94,1,1,11,300.3642755472512,*,300.3642755472512,*,*,300.3642755472512
+94,1,1,11,300.58339468912425,*,300.58339468912425,*,*,*
+94,1,1,11,302.3581967408314,*,302.3581967408314,*,*,*
+95,1,1,11,298.8787611862791,298.8787611862791,298.8787611862791,*,298.8787611862791,298.8787611862791
+95,1,1,11,301.8581412424556,*,301.8581412424556,*,*,*
+95,1,1,11,303.9924324981381,*,303.9924324981381,*,*,*
+95,1,1,11,297.174179712999,*,297.174179712999,*,*,*
+95,1,1,11,300.2466667603028,*,*,*,*,*
+96,1,1,11,295.60344691473557,295.60344691473557,295.60344691473557,295.60344691473557,295.60344691473557,295.60344691473557
+96,1,1,11,298.00965610764564,*,*,298.00965610764564,*,298.00965610764564
+96,1,1,11,300.9037789116417,*,300.9037789116417,300.9037789116417,*,300.9037789116417
+96,1,1,11,299.7464959835672,*,299.7464959835672,*,*,*
+96,1,1,11,298.5073614749975,*,298.5073614749975,298.5073614749975,*,298.5073614749975
+97,1,1,11,297.63264126733156,297.63264126733156,297.63264126733156,*,297.63264126733156,*
+97,1,1,11,301.81530833165925,*,301.81530833165925,301.81530833165925,*,301.81530833165925
+97,1,1,11,298.530105612733,*,298.530105612733,298.530105612733,*,298.530105612733
+97,1,1,11,302.5736862604198,*,302.5736862604198,*,*,*
+97,1,1,11,292.00109874509843,*,292.00109874509843,292.00109874509843,*,292.00109874509843
+98,1,1,11,298.80854599486116,298.80854599486116,298.80854599486116,298.80854599486116,298.80854599486116,298.80854599486116
+98,1,1,11,297.8203291811322,*,*,*,*,*
+98,1,1,11,304.80655688398815,*,304.80655688398815,304.80655688398815,*,304.80655688398815
+98,1,1,11,301.8611943225212,*,301.8611943225212,*,*,*
+98,1,1,11,293.9506666433488,*,293.9506666433488,*,*,*
+99,1,1,11,301.1625573260505,301.1625573260505,301.1625573260505,*,301.1625573260505,*
+99,1,1,11,298.45972157660856,*,*,298.45972157660856,*,298.45972157660856
+99,1,1,11,298.30546328036075,*,298.30546328036075,*,*,*
+99,1,1,11,294.93193614995374,*,294.93193614995374,*,*,*
+99,1,1,11,298.8358830554455,*,298.8358830554455,298.8358830554455,*,298.8358830554455
+100,1,1,11,297.69566676882346,297.69566676882346,297.69566676882346,*,297.69566676882346,*
+100,1,1,11,299.29617937866993,*,*,299.29617937866993,*,299.29617937866993
+100,1,1,11,300.373052451555,*,300.373052451555,300.373052451555,*,300.373052451555
+100,1,1,11,295.50059634072414,*,295.50059634072414,*,*,*
+100,1,1,11,299.95263456087207,*,*,299.95263456087207,*,299.95263456087207
+1,1,2,12,298.5043196791551,298.5043196791551,*,*,*,*
+1,1,2,12,295.436946466284,*,*,295.436946466284,*,295.436946466284
+1,1,2,12,294.0746813114675,*,294.0746813114675,294.0746813114675,*,294.0746813114675
+1,1,2,12,299.5229711791773,*,299.5229711791773,*,*,*
+1,1,2,12,295.8664963901686,*,295.8664963901686,295.8664963901686,*,295.8664963901686
+2,1,2,12,291.51435833506423,291.51435833506423,291.51435833506423,291.51435833506423,*,291.51435833506423
+2,1,2,12,300.6973623646224,*,*,*,*,*
+2,1,2,12,296.629199254685,*,*,296.629199254685,*,296.629199254685
+2,1,2,12,294.8702231918685,*,*,*,*,*
+2,1,2,12,290.38318663451764,*,290.38318663451764,290.38318663451764,*,290.38318663451764
+3,1,2,12,293.51911421390827,293.51911421390827,*,*,293.51911421390827,*
+3,1,2,12,301.65365790189924,*,*,*,*,*
+3,1,2,12,297.1955615940391,*,297.1955615940391,*,*,*
+3,1,2,12,293.40720018599734,*,293.40720018599734,*,*,*
+3,1,2,12,299.9902187518242,*,299.9902187518242,*,*,299.9902187518242
+4,1,2,12,295.5724466771783,295.5724466771783,295.5724466771783,*,295.5724466771783,*
+4,1,2,12,297.3368622935155,*,297.3368622935155,297.3368622935155,*,297.3368622935155
+4,1,2,12,291.82185119263363,*,291.82185119263363,291.82185119263363,*,291.82185119263363
+4,1,2,12,293.2606039020872,*,293.2606039020872,*,*,*
+4,1,2,12,295.2550470854355,*,295.2550470854355,*,*,*
+5,1,2,12,297.22731860577716,297.22731860577716,*,297.22731860577716,297.22731860577716,297.22731860577716
+5,1,2,12,295.3135639924397,*,295.3135639924397,*,*,*
+5,1,2,12,297.13492791599026,*,*,*,*,*
+5,1,2,12,297.35294560565967,*,297.35294560565967,297.35294560565967,*,297.35294560565967
+5,1,2,12,297.76802231977933,*,297.76802231977933,297.76802231977933,*,297.76802231977933
+6,1,2,12,292.02490596341045,292.02490596341045,292.02490596341045,*,292.02490596341045,*
+6,1,2,12,301.4465976293418,*,301.4465976293418,301.4465976293418,*,301.4465976293418
+6,1,2,12,296.13150095979364,*,*,296.13150095979364,*,296.13150095979364
+6,1,2,12,296.2821061310796,*,296.2821061310796,296.2821061310796,*,296.2821061310796
+6,1,2,12,298.13116343210265,*,298.13116343210265,*,*,*
+7,1,2,12,294.52852135861457,294.52852135861457,*,*,*,*
+7,1,2,12,294.87364142362037,*,294.87364142362037,294.87364142362037,*,294.87364142362037
+7,1,2,12,298.9897153921333,*,*,*,*,*
+7,1,2,12,300.17935889556367,*,300.17935889556367,300.17935889556367,*,300.17935889556367
+7,1,2,12,302.04759152660773,*,*,302.04759152660773,*,302.04759152660773
+8,1,2,12,296.6767676837528,296.6767676837528,296.6767676837528,296.6767676837528,296.6767676837528,296.6767676837528
+8,1,2,12,293.6675314893876,*,*,293.6675314893876,*,293.6675314893876
+8,1,2,12,297.7274280066659,*,*,*,*,*
+8,1,2,12,299.72522191602184,*,299.72522191602184,299.72522191602184,*,299.72522191602184
+8,1,2,12,299.9342959102383,*,299.9342959102383,*,*,*
+9,1,2,12,298.77233736156734,298.77233736156734,298.77233736156734,298.77233736156734,*,298.77233736156734
+9,1,2,12,296.4764203428162,*,296.4764203428162,296.4764203428162,*,296.4764203428162
+9,1,2,12,297.8335346778615,*,297.8335346778615,297.8335346778615,*,297.8335346778615
+9,1,2,12,297.4717684655405,*,297.4717684655405,297.4717684655405,*,297.4717684655405
+9,1,2,12,297.2348166175715,*,297.2348166175715,*,*,*
+10,1,2,12,297.6089932650117,297.6089932650117,*,*,297.6089932650117,*
+10,1,2,12,302.6232121958984,*,302.6232121958984,*,*,*
+10,1,2,12,301.13471937696403,*,*,*,*,301.13471937696403
+10,1,2,12,291.77196852681107,*,291.77196852681107,*,*,*
+10,1,2,12,300.7479176963438,*,300.7479176963438,*,*,*
+11,1,2,12,299.281090597504,299.281090597504,299.281090597504,299.281090597504,299.281090597504,299.281090597504
+11,1,2,12,297.78515714601394,*,*,297.78515714601394,*,297.78515714601394
+11,1,2,12,302.7821298420211,*,302.7821298420211,302.7821298420211,*,302.7821298420211
+11,1,2,12,298.5183790471294,*,298.5183790471294,298.5183790471294,*,298.5183790471294
+11,1,2,12,300.5256706185617,*,*,*,*,*
+12,1,2,12,298.60528311528395,298.60528311528395,*,298.60528311528395,298.60528311528395,298.60528311528395
+12,1,2,12,300.4414891179687,*,300.4414891179687,300.4414891179687,*,300.4414891179687
+12,1,2,12,297.46872866124977,*,297.46872866124977,*,*,*
+12,1,2,12,298.4538120101157,*,298.4538120101157,*,*,*
+12,1,2,12,293.2075945585691,*,293.2075945585691,293.2075945585691,*,293.2075945585691
+13,1,2,12,302.2651874355129,302.2651874355129,*,302.2651874355129,302.2651874355129,302.2651874355129
+13,1,2,12,297.0762614139242,*,297.0762614139242,297.0762614139242,*,297.0762614139242
+13,1,2,12,299.2095654225451,*,*,299.2095654225451,*,299.2095654225451
+13,1,2,12,300.11016374931074,*,300.11016374931074,*,*,*
+13,1,2,12,299.2795251706152,*,299.2795251706152,*,*,*
+14,1,2,12,293.59875223344744,293.59875223344744,293.59875223344744,293.59875223344744,*,293.59875223344744
+14,1,2,12,293.7571798607223,*,*,293.7571798607223,*,293.7571798607223
+14,1,2,12,300.8408245805004,*,300.8408245805004,*,*,*
+14,1,2,12,294.6367908371182,*,294.6367908371182,294.6367908371182,*,294.6367908371182
+14,1,2,12,300.18262261977657,*,*,300.18262261977657,*,300.18262261977657
+15,1,2,12,295.64845426610657,295.64845426610657,*,295.64845426610657,*,295.64845426610657
+15,1,2,12,290.8312724015676,*,290.8312724015676,*,*,*
+15,1,2,12,293.7844476556387,*,*,293.7844476556387,*,293.7844476556387
+15,1,2,12,304.85718378236834,*,304.85718378236834,304.85718378236834,*,304.85718378236834
+15,1,2,12,295.70189564150695,*,295.70189564150695,295.70189564150695,*,295.70189564150695
+16,1,2,12,293.00664274041554,293.00664274041554,293.00664274041554,*,*,*
+16,1,2,12,296.0923080671003,*,296.0923080671003,*,*,*
+16,1,2,12,294.74979577867424,*,294.74979577867424,294.74979577867424,*,294.74979577867424
+16,1,2,12,298.6971951731896,*,298.6971951731896,298.6971951731896,*,298.6971951731896
+16,1,2,12,292.25535178704394,*,292.25535178704394,292.25535178704394,*,292.25535178704394
+17,1,2,12,299.3188711000757,299.3188711000757,299.3188711000757,299.3188711000757,299.3188711000757,299.3188711000757
+17,1,2,12,300.7803732538691,*,300.7803732538691,*,*,*
+17,1,2,12,292.8618617280515,*,292.8618617280515,*,*,*
+17,1,2,12,296.9977936918039,*,*,*,*,*
+17,1,2,12,297.27873070812535,*,297.27873070812535,297.27873070812535,*,297.27873070812535
+18,1,2,12,303.2794523739317,303.2794523739317,*,303.2794523739317,*,303.2794523739317
+18,1,2,12,300.5572569517598,*,300.5572569517598,*,*,*
+18,1,2,12,300.39728180067766,*,300.39728180067766,300.39728180067766,*,300.39728180067766
+18,1,2,12,298.9320660844139,*,298.9320660844139,*,*,*
+18,1,2,12,295.16339593431854,*,*,*,*,*
+19,1,2,12,299.24631412541186,299.24631412541186,299.24631412541186,*,299.24631412541186,*
+19,1,2,12,295.84088722200727,*,*,*,*,*
+19,1,2,12,294.66571356223346,*,*,*,*,*
+19,1,2,12,297.1186854795806,*,297.1186854795806,*,*,297.1186854795806
+19,1,2,12,299.17684256708276,*,*,*,*,*
+20,1,2,12,299.94097181831046,299.94097181831046,*,299.94097181831046,299.94097181831046,299.94097181831046
+20,1,2,12,298.04984594101205,*,298.04984594101205,298.04984594101205,*,298.04984594101205
+20,1,2,12,297.9746903905032,*,297.9746903905032,297.9746903905032,*,297.9746903905032
+20,1,2,12,295.96780545686016,*,*,295.96780545686016,*,295.96780545686016
+20,1,2,12,296.4343871844543,*,296.4343871844543,296.4343871844543,*,296.4343871844543
+21,1,2,12,298.88704185170576,298.88704185170576,298.88704185170576,*,298.88704185170576,*
+21,1,2,12,295.4071982200834,*,295.4071982200834,295.4071982200834,*,295.4071982200834
+21,1,2,12,298.82594515773854,*,298.82594515773854,*,*,*
+21,1,2,12,300.36782400262024,*,300.36782400262024,300.36782400262024,*,300.36782400262024
+21,1,2,12,299.4425147652881,*,299.4425147652881,299.4425147652881,*,299.4425147652881
+22,1,2,12,298.4076066142298,298.4076066142298,298.4076066142298,*,298.4076066142298,*
+22,1,2,12,298.92661468213834,*,*,*,*,*
+22,1,2,12,299.8928321190541,*,299.8928321190541,*,*,*
+22,1,2,12,298.7422166037884,*,298.7422166037884,*,*,*
+22,1,2,12,287.0723997925664,*,287.0723997925664,*,*,*
+23,1,2,12,304.6904963649791,304.6904963649791,304.6904963649791,304.6904963649791,304.6904963649791,304.6904963649791
+23,1,2,12,298.81391328257047,*,*,298.81391328257047,*,298.81391328257047
+23,1,2,12,297.0377943203506,*,297.0377943203506,297.0377943203506,*,297.0377943203506
+23,1,2,12,299.9293776402448,*,299.9293776402448,*,*,*
+23,1,2,12,299.3831084178636,*,299.3831084178636,*,*,*
+24,1,2,12,297.41248105051375,297.41248105051375,*,*,297.41248105051375,297.41248105051375
+24,1,2,12,296.2731744637073,*,296.2731744637073,*,*,*
+24,1,2,12,299.2141325335688,*,299.2141325335688,*,*,*
+24,1,2,12,297.41105998334893,*,297.41105998334893,*,*,*
+24,1,2,12,297.5580166239796,*,297.5580166239796,*,*,*
+25,1,2,12,302.7318550675154,302.7318550675154,302.7318550675154,302.7318550675154,302.7318550675154,302.7318550675154
+25,1,2,12,301.1367465748963,*,301.1367465748963,301.1367465748963,*,301.1367465748963
+25,1,2,12,294.7620265366081,*,294.7620265366081,*,*,*
+25,1,2,12,297.0038587991101,*,297.0038587991101,297.0038587991101,*,297.0038587991101
+25,1,2,12,296.81454279255297,*,296.81454279255297,*,*,*
+26,1,2,12,306.54599975119083,306.54599975119083,306.54599975119083,*,*,*
+26,1,2,12,305.82410232420006,*,305.82410232420006,*,*,*
+26,1,2,12,302.9551364774306,*,302.9551364774306,302.9551364774306,*,302.9551364774306
+26,1,2,12,306.7672009930137,*,306.7672009930137,306.7672009930137,*,306.7672009930137
+26,1,2,12,303.68900442599346,*,303.68900442599346,*,*,*
+27,1,2,12,301.7583008047397,301.7583008047397,301.7583008047397,301.7583008047397,301.7583008047397,301.7583008047397
+27,1,2,12,301.5968451864388,*,301.5968451864388,301.5968451864388,*,301.5968451864388
+27,1,2,12,305.8530445113279,*,305.8530445113279,305.8530445113279,*,305.8530445113279
+27,1,2,12,297.12650657441054,*,*,297.12650657441054,*,297.12650657441054
+27,1,2,12,304.78857254494176,*,304.78857254494176,304.78857254494176,*,304.78857254494176
+28,1,2,12,299.4617813113895,299.4617813113895,299.4617813113895,299.4617813113895,299.4617813113895,299.4617813113895
+28,1,2,12,304.8878301316472,*,304.8878301316472,*,*,*
+28,1,2,12,299.0813285369516,*,299.0813285369516,*,*,*
+28,1,2,12,305.93075967271886,*,*,305.93075967271886,*,305.93075967271886
+28,1,2,12,302.9790944937278,*,302.9790944937278,302.9790944937278,*,302.9790944937278
+29,1,2,12,300.98129513187325,300.98129513187325,300.98129513187325,*,300.98129513187325,*
+29,1,2,12,305.8961121330506,*,305.8961121330506,305.8961121330506,*,305.8961121330506
+29,1,2,12,302.937630246324,*,*,302.937630246324,*,302.937630246324
+29,1,2,12,304.01753936568804,*,304.01753936568804,304.01753936568804,*,304.01753936568804
+29,1,2,12,305.54237065444295,*,305.54237065444295,*,*,*
+30,1,2,12,298.2792693900265,298.2792693900265,*,298.2792693900265,298.2792693900265,298.2792693900265
+30,1,2,12,298.1294434366635,*,298.1294434366635,*,*,*
+30,1,2,12,303.5643277502003,*,*,*,*,*
+30,1,2,12,306.54309456807005,*,*,306.54309456807005,*,306.54309456807005
+30,1,2,12,302.83590125312327,*,*,*,*,*
+31,1,2,12,301.18515965397313,301.18515965397313,*,*,301.18515965397313,*
+31,1,2,12,298.85664817962754,*,*,298.85664817962754,*,298.85664817962754
+31,1,2,12,300.70682954839714,*,*,300.70682954839714,*,300.70682954839714
+31,1,2,12,302.0647331501376,*,302.0647331501376,*,*,*
+31,1,2,12,301.3432122897877,*,*,301.3432122897877,*,301.3432122897877
+32,1,2,12,302.49973965761575,302.49973965761575,*,*,302.49973965761575,*
+32,1,2,12,296.850859960317,*,296.850859960317,296.850859960317,*,296.850859960317
+32,1,2,12,304.2491832012251,*,304.2491832012251,304.2491832012251,*,304.2491832012251
+32,1,2,12,299.124758569082,*,299.124758569082,299.124758569082,*,299.124758569082
+32,1,2,12,303.6191534132238,*,303.6191534132238,303.6191534132238,*,303.6191534132238
+33,1,2,12,300.9988327407676,300.9988327407676,300.9988327407676,300.9988327407676,300.9988327407676,300.9988327407676
+33,1,2,12,300.6472525801365,*,300.6472525801365,300.6472525801365,*,300.6472525801365
+33,1,2,12,307.8181618233884,*,*,307.8181618233884,*,307.8181618233884
+33,1,2,12,305.8216466776516,*,305.8216466776516,*,*,*
+33,1,2,12,302.22628391141546,*,302.22628391141546,302.22628391141546,*,302.22628391141546
+34,1,2,12,301.3146956089366,301.3146956089366,*,*,*,*
+34,1,2,12,303.2448226040654,*,303.2448226040654,303.2448226040654,*,303.2448226040654
+34,1,2,12,304.0680185034114,*,304.0680185034114,304.0680185034114,*,304.0680185034114
+34,1,2,12,302.63611753467035,*,302.63611753467035,302.63611753467035,*,302.63611753467035
+34,1,2,12,299.9841929929488,*,299.9841929929488,*,*,*
+35,1,2,12,297.98757469492557,297.98757469492557,297.98757469492557,*,297.98757469492557,*
+35,1,2,12,301.40986205500786,*,301.40986205500786,301.40986205500786,*,301.40986205500786
+35,1,2,12,299.54821721850254,*,*,299.54821721850254,*,299.54821721850254
+35,1,2,12,309.36996819052666,*,309.36996819052666,*,*,*
+35,1,2,12,299.09198117238725,*,*,*,*,*
+36,1,2,12,305.12194275002315,305.12194275002315,305.12194275002315,305.12194275002315,*,305.12194275002315
+36,1,2,12,299.1297450764783,*,*,299.1297450764783,*,299.1297450764783
+36,1,2,12,305.42405102682534,*,305.42405102682534,305.42405102682534,*,305.42405102682534
+36,1,2,12,295.99577687633877,*,295.99577687633877,295.99577687633877,*,295.99577687633877
+36,1,2,12,302.79151179569783,*,*,302.79151179569783,*,302.79151179569783
+37,1,2,12,304.9669733738384,304.9669733738384,304.9669733738384,*,304.9669733738384,*
+37,1,2,12,305.0559836429644,*,305.0559836429644,305.0559836429644,*,305.0559836429644
+37,1,2,12,306.8089423813369,*,306.8089423813369,*,*,*
+37,1,2,12,295.8236321852961,*,295.8236321852961,295.8236321852961,*,295.8236321852961
+37,1,2,12,303.4154841879027,*,303.4154841879027,*,*,*
+38,1,2,12,303.7614404830489,303.7614404830489,303.7614404830489,*,*,303.7614404830489
+38,1,2,12,305.41528506008433,*,305.41528506008433,*,*,*
+38,1,2,12,306.7049544918001,*,306.7049544918001,*,*,*
+38,1,2,12,301.7583372055183,*,301.7583372055183,*,*,*
+38,1,2,12,304.859378656638,*,304.859378656638,*,*,*
+39,1,2,12,301.238738663373,301.238738663373,*,301.238738663373,301.238738663373,301.238738663373
+39,1,2,12,303.1141241729822,*,303.1141241729822,303.1141241729822,*,303.1141241729822
+39,1,2,12,304.21903943701085,*,304.21903943701085,304.21903943701085,*,304.21903943701085
+39,1,2,12,309.31219898768137,*,309.31219898768137,*,*,*
+39,1,2,12,302.5126169529785,*,302.5126169529785,302.5126169529785,*,302.5126169529785
+40,1,2,12,300.96993807081464,300.96993807081464,*,*,300.96993807081464,*
+40,1,2,12,301.3534739291042,*,*,*,*,*
+40,1,2,12,300.8522966000423,*,300.8522966000423,300.8522966000423,*,300.8522966000423
+40,1,2,12,302.5381633220025,*,302.5381633220025,302.5381633220025,*,302.5381633220025
+40,1,2,12,295.97727795191423,*,295.97727795191423,295.97727795191423,*,295.97727795191423
+41,1,2,12,298.0059809040673,298.0059809040673,*,*,298.0059809040673,*
+41,1,2,12,301.39380180022147,*,301.39380180022147,*,*,*
+41,1,2,12,304.2928284759502,*,304.2928284759502,*,*,*
+41,1,2,12,305.9140929592801,*,*,*,*,305.9140929592801
+41,1,2,12,306.2030710081559,*,*,*,*,*
+42,1,2,12,301.8768713856846,301.8768713856846,301.8768713856846,301.8768713856846,301.8768713856846,301.8768713856846
+42,1,2,12,301.68680238249635,*,301.68680238249635,301.68680238249635,*,301.68680238249635
+42,1,2,12,307.9193562678804,*,307.9193562678804,*,*,*
+42,1,2,12,301.83785925114734,*,*,301.83785925114734,*,301.83785925114734
+42,1,2,12,302.1893840720143,*,302.1893840720143,*,*,*
+43,1,2,12,302.0037651991827,302.0037651991827,302.0037651991827,*,302.0037651991827,*
+43,1,2,12,300.522293827648,*,*,300.522293827648,*,300.522293827648
+43,1,2,12,300.9697056942958,*,*,*,*,*
+43,1,2,12,295.6355416562135,*,*,295.6355416562135,*,295.6355416562135
+43,1,2,12,303.44923879045484,*,303.44923879045484,*,*,*
+44,1,2,12,304.62368941351934,304.62368941351934,*,304.62368941351934,304.62368941351934,304.62368941351934
+44,1,2,12,306.1999661233349,*,306.1999661233349,306.1999661233349,*,306.1999661233349
+44,1,2,12,298.64214219551735,*,298.64214219551735,298.64214219551735,*,298.64214219551735
+44,1,2,12,309.8980330061632,*,309.8980330061632,*,*,*
+44,1,2,12,303.4244260196507,*,*,*,*,*
+45,1,2,12,303.3242227494644,303.3242227494644,*,*,303.3242227494644,*
+45,1,2,12,307.40711899887003,*,307.40711899887003,*,*,*
+45,1,2,12,302.5682093038692,*,302.5682093038692,*,*,*
+45,1,2,12,301.2417330783245,*,301.2417330783245,*,*,*
+45,1,2,12,303.7838149864639,*,303.7838149864639,*,*,*
+46,1,2,12,299.2792828558418,299.2792828558418,299.2792828558418,*,299.2792828558418,299.2792828558418
+46,1,2,12,305.8365903300384,*,305.8365903300384,*,*,*
+46,1,2,12,305.4658585629577,*,305.4658585629577,*,*,*
+46,1,2,12,304.2985180492355,*,304.2985180492355,*,*,*
+46,1,2,12,303.3519458176392,*,303.3519458176392,*,*,*
+47,1,2,12,301.9954868383302,301.9954868383302,301.9954868383302,301.9954868383302,301.9954868383302,301.9954868383302
+47,1,2,12,301.73395850450817,*,*,*,*,*
+47,1,2,12,301.60467972557433,*,301.60467972557433,301.60467972557433,*,301.60467972557433
+47,1,2,12,306.2365079935096,*,306.2365079935096,*,*,*
+47,1,2,12,300.7290143445795,*,300.7290143445795,300.7290143445795,*,300.7290143445795
+48,1,2,12,302.4714822565417,302.4714822565417,302.4714822565417,*,302.4714822565417,*
+48,1,2,12,301.20347356265904,*,301.20347356265904,*,*,*
+48,1,2,12,298.67466478334984,*,298.67466478334984,298.67466478334984,*,298.67466478334984
+48,1,2,12,299.8524148989801,*,299.8524148989801,299.8524148989801,*,299.8524148989801
+48,1,2,12,308.37770596052377,*,308.37770596052377,*,*,*
+49,1,2,12,302.6244400350009,302.6244400350009,302.6244400350009,*,*,*
+49,1,2,12,302.23745541386603,*,302.23745541386603,302.23745541386603,*,302.23745541386603
+49,1,2,12,307.21655180749383,*,307.21655180749383,*,*,*
+49,1,2,12,301.9703587356888,*,301.9703587356888,301.9703587356888,*,301.9703587356888
+49,1,2,12,305.5649510052371,*,*,*,*,*
+50,1,2,12,307.4795361793241,307.4795361793241,307.4795361793241,*,307.4795361793241,*
+50,1,2,12,300.22866780053295,*,300.22866780053295,300.22866780053295,*,300.22866780053295
+50,1,2,12,301.6093078334409,*,*,*,*,*
+50,1,2,12,300.56787389245756,*,300.56787389245756,300.56787389245756,*,300.56787389245756
+50,1,2,12,300.8091474238315,*,*,300.8091474238315,*,300.8091474238315
+51,1,2,12,298.43258972485825,298.43258972485825,298.43258972485825,*,298.43258972485825,*
+51,1,2,12,297.9809426978998,*,297.9809426978998,*,*,*
+51,1,2,12,302.0838165958763,*,302.0838165958763,*,*,302.0838165958763
+51,1,2,12,297.84665332399396,*,297.84665332399396,*,*,*
+51,1,2,12,295.65988902369105,*,295.65988902369105,*,*,*
+52,1,2,12,294.7826298412557,294.7826298412557,294.7826298412557,*,294.7826298412557,*
+52,1,2,12,300.81061796684753,*,300.81061796684753,*,*,300.81061796684753
+52,1,2,12,298.86961845622926,*,298.86961845622926,*,*,*
+52,1,2,12,298.0300836321471,*,298.0300836321471,*,*,*
+52,1,2,12,299.9593376968098,*,299.9593376968098,*,*,*
+53,1,2,12,299.57652737677176,299.57652737677176,299.57652737677176,*,299.57652737677176,*
+53,1,2,12,295.59082396752365,*,295.59082396752365,295.59082396752365,*,295.59082396752365
+53,1,2,12,298.54167471624055,*,298.54167471624055,*,*,*
+53,1,2,12,302.10934391784735,*,302.10934391784735,302.10934391784735,*,302.10934391784735
+53,1,2,12,302.66609364000226,*,*,302.66609364000226,*,302.66609364000226
+54,1,2,12,298.0990401009471,298.0990401009471,*,298.0990401009471,*,298.0990401009471
+54,1,2,12,295.6298673986467,*,295.6298673986467,295.6298673986467,*,295.6298673986467
+54,1,2,12,298.50636184144486,*,*,298.50636184144486,*,298.50636184144486
+54,1,2,12,299.38299773488995,*,299.38299773488995,299.38299773488995,*,299.38299773488995
+54,1,2,12,297.5398437769034,*,297.5398437769034,*,*,*
+55,1,2,12,305.26390804188003,305.26390804188003,305.26390804188003,*,305.26390804188003,*
+55,1,2,12,297.47068219839065,*,297.47068219839065,*,*,*
+55,1,2,12,295.67959442054666,*,295.67959442054666,*,*,*
+55,1,2,12,300.49774939506176,*,300.49774939506176,*,*,300.49774939506176
+55,1,2,12,295.7203034621972,*,295.7203034621972,*,*,*
+56,1,2,12,297.1631506739313,297.1631506739313,*,*,297.1631506739313,*
+56,1,2,12,300.6818909872678,*,300.6818909872678,*,*,*
+56,1,2,12,296.9456339705588,*,296.9456339705588,296.9456339705588,*,296.9456339705588
+56,1,2,12,298.8395653276372,*,298.8395653276372,*,*,*
+56,1,2,12,303.5108776814752,*,303.5108776814752,303.5108776814752,*,303.5108776814752
+57,1,2,12,299.5033866944773,299.5033866944773,299.5033866944773,*,299.5033866944773,*
+57,1,2,12,301.5203714485918,*,301.5203714485918,*,*,*
+57,1,2,12,300.0073507288028,*,300.0073507288028,*,*,300.0073507288028
+57,1,2,12,300.06947403737666,*,300.06947403737666,*,*,*
+57,1,2,12,300.91373821350936,*,300.91373821350936,*,*,*
+58,1,2,12,293.8759578449523,293.8759578449523,293.8759578449523,*,*,*
+58,1,2,12,298.8931132195914,*,298.8931132195914,298.8931132195914,*,298.8931132195914
+58,1,2,12,298.9789590642507,*,298.9789590642507,298.9789590642507,*,298.9789590642507
+58,1,2,12,302.3073852620764,*,302.3073852620764,302.3073852620764,*,302.3073852620764
+58,1,2,12,299.65716935298394,*,299.65716935298394,*,*,*
+59,1,2,12,294.8427008146364,294.8427008146364,*,294.8427008146364,294.8427008146364,294.8427008146364
+59,1,2,12,304.6238281565884,*,304.6238281565884,304.6238281565884,*,304.6238281565884
+59,1,2,12,296.1508649687552,*,296.1508649687552,296.1508649687552,*,296.1508649687552
+59,1,2,12,298.1957132167895,*,298.1957132167895,298.1957132167895,*,298.1957132167895
+59,1,2,12,294.97271134117653,*,294.97271134117653,*,*,*
+60,1,2,12,294.5914328990288,294.5914328990288,294.5914328990288,*,294.5914328990288,*
+60,1,2,12,304.59572086547706,*,304.59572086547706,304.59572086547706,*,304.59572086547706
+60,1,2,12,299.03798262139065,*,299.03798262139065,299.03798262139065,*,299.03798262139065
+60,1,2,12,304.26729225864443,*,304.26729225864443,*,*,*
+60,1,2,12,294.3155747732257,*,294.3155747732257,*,*,*
+61,1,2,12,301.44667030768653,301.44667030768653,301.44667030768653,301.44667030768653,*,301.44667030768653
+61,1,2,12,301.8952980948227,*,301.8952980948227,301.8952980948227,*,301.8952980948227
+61,1,2,12,301.58864189309935,*,301.58864189309935,301.58864189309935,*,301.58864189309935
+61,1,2,12,295.3308704386642,*,295.3308704386642,295.3308704386642,*,295.3308704386642
+61,1,2,12,305.46438524988906,*,305.46438524988906,*,*,*
+62,1,2,12,302.9550232768749,302.9550232768749,302.9550232768749,302.9550232768749,302.9550232768749,302.9550232768749
+62,1,2,12,296.77385487946,*,296.77385487946,*,*,*
+62,1,2,12,296.56721425688016,*,296.56721425688016,296.56721425688016,*,296.56721425688016
+62,1,2,12,296.1812431462785,*,296.1812431462785,*,*,*
+62,1,2,12,300.22533010328493,*,300.22533010328493,*,*,*
+63,1,2,12,298.0752350640991,298.0752350640991,298.0752350640991,298.0752350640991,298.0752350640991,298.0752350640991
+63,1,2,12,300.8512630815762,*,300.8512630815762,*,*,*
+63,1,2,12,300.91594746341354,*,300.91594746341354,300.91594746341354,*,300.91594746341354
+63,1,2,12,301.8588927343784,*,301.8588927343784,301.8588927343784,*,301.8588927343784
+63,1,2,12,299.4140626353683,*,299.4140626353683,299.4140626353683,*,299.4140626353683
+64,1,2,12,296.1628992473743,296.1628992473743,296.1628992473743,*,296.1628992473743,296.1628992473743
+64,1,2,12,299.82280798924864,*,*,*,*,*
+64,1,2,12,303.36407334271047,*,303.36407334271047,*,*,*
+64,1,2,12,299.78074651337437,*,299.78074651337437,*,*,*
+64,1,2,12,294.92697567065534,*,294.92697567065534,*,*,*
+65,1,2,12,298.9899479709975,298.9899479709975,298.9899479709975,298.9899479709975,298.9899479709975,298.9899479709975
+65,1,2,12,298.834163962874,*,298.834163962874,298.834163962874,*,298.834163962874
+65,1,2,12,299.1808267947923,*,299.1808267947923,299.1808267947923,*,299.1808267947923
+65,1,2,12,295.70408021809374,*,295.70408021809374,295.70408021809374,*,295.70408021809374
+65,1,2,12,299.4340222755385,*,299.4340222755385,*,*,*
+66,1,2,12,297.28480825833407,297.28480825833407,297.28480825833407,*,*,*
+66,1,2,12,299.9592576507136,*,*,*,*,*
+66,1,2,12,299.04233569512166,*,299.04233569512166,*,*,*
+66,1,2,12,298.43250592622894,*,298.43250592622894,*,*,*
+66,1,2,12,300.781588308713,*,*,*,*,*
+67,1,2,12,296.66942194619753,296.66942194619753,296.66942194619753,296.66942194619753,296.66942194619753,296.66942194619753
+67,1,2,12,304.01083040561844,*,304.01083040561844,*,*,*
+67,1,2,12,300.90712559290654,*,300.90712559290654,*,*,*
+67,1,2,12,300.2331092876844,*,300.2331092876844,300.2331092876844,*,300.2331092876844
+67,1,2,12,304.6560684826119,*,304.6560684826119,304.6560684826119,*,304.6560684826119
+68,1,2,12,295.4301248071743,295.4301248071743,295.4301248071743,295.4301248071743,295.4301248071743,295.4301248071743
+68,1,2,12,302.16785905490303,*,302.16785905490303,*,*,*
+68,1,2,12,299.2294713068661,*,299.2294713068661,299.2294713068661,*,299.2294713068661
+68,1,2,12,299.7566923420271,*,*,299.7566923420271,*,299.7566923420271
+68,1,2,12,300.14757354295494,*,300.14757354295494,300.14757354295494,*,300.14757354295494
+69,1,2,12,302.25663307194463,302.25663307194463,302.25663307194463,*,*,*
+69,1,2,12,291.66302048213566,*,*,291.66302048213566,*,291.66302048213566
+69,1,2,12,300.7927190134457,*,300.7927190134457,300.7927190134457,*,300.7927190134457
+69,1,2,12,300.6908196380709,*,300.6908196380709,300.6908196380709,*,300.6908196380709
+69,1,2,12,300.0153887916977,*,300.0153887916977,*,*,*
+70,1,2,12,300.34399318137645,300.34399318137645,*,300.34399318137645,300.34399318137645,300.34399318137645
+70,1,2,12,298.07859194611666,*,*,298.07859194611666,*,298.07859194611666
+70,1,2,12,302.67900292904284,*,302.67900292904284,*,*,*
+70,1,2,12,307.5706748005598,*,307.5706748005598,*,*,*
+70,1,2,12,297.56249787920007,*,*,297.56249787920007,*,297.56249787920007
+71,1,2,12,301.86863043632843,301.86863043632843,301.86863043632843,301.86863043632843,*,301.86863043632843
+71,1,2,12,301.9452246686588,*,301.9452246686588,*,*,*
+71,1,2,12,301.56829488340946,*,301.56829488340946,301.56829488340946,*,301.56829488340946
+71,1,2,12,298.87438983209705,*,298.87438983209705,*,*,*
+71,1,2,12,296.7881457840147,*,*,*,*,*
+72,1,2,12,297.74268602623675,297.74268602623675,297.74268602623675,297.74268602623675,*,297.74268602623675
+72,1,2,12,293.4698904430267,*,293.4698904430267,*,*,*
+72,1,2,12,297.5675793387185,*,297.5675793387185,297.5675793387185,*,297.5675793387185
+72,1,2,12,301.9588389195072,*,301.9588389195072,301.9588389195072,*,301.9588389195072
+72,1,2,12,303.7894002419267,*,303.7894002419267,303.7894002419267,*,303.7894002419267
+73,1,2,12,298.8205062869266,298.8205062869266,*,*,298.8205062869266,*
+73,1,2,12,302.0794898960067,*,302.0794898960067,302.0794898960067,*,302.0794898960067
+73,1,2,12,294.95932419163256,*,294.95932419163256,294.95932419163256,*,294.95932419163256
+73,1,2,12,299.5573799913227,*,299.5573799913227,*,*,*
+73,1,2,12,299.9777088751086,*,*,*,*,*
+74,1,2,12,296.1679068541803,296.1679068541803,296.1679068541803,*,296.1679068541803,*
+74,1,2,12,302.7603198662431,*,302.7603198662431,*,*,*
+74,1,2,12,296.02028669484395,*,296.02028669484395,*,*,*
+74,1,2,12,298.29978980679664,*,298.29978980679664,*,*,*
+74,1,2,12,300.0519264942596,*,300.0519264942596,*,*,300.0519264942596
+75,1,2,12,302.5274110936554,302.5274110936554,302.5274110936554,*,*,*
+75,1,2,12,298.042276309546,*,298.042276309546,298.042276309546,*,298.042276309546
+75,1,2,12,303.15267329254476,*,303.15267329254476,303.15267329254476,*,303.15267329254476
+75,1,2,12,298.3906414468289,*,*,*,*,*
+75,1,2,12,297.0890423095067,*,*,297.0890423095067,*,297.0890423095067
+76,1,2,12,303.46144037936017,303.46144037936017,303.46144037936017,303.46144037936017,*,303.46144037936017
+76,1,2,12,307.5521410529508,*,307.5521410529508,307.5521410529508,*,307.5521410529508
+76,1,2,12,300.43536149245375,*,300.43536149245375,*,*,*
+76,1,2,12,303.7814649489866,*,303.7814649489866,303.7814649489866,*,303.7814649489866
+76,1,2,12,303.61634132510187,*,303.61634132510187,303.61634132510187,*,303.61634132510187
+77,1,2,12,305.4254150539234,305.4254150539234,305.4254150539234,305.4254150539234,305.4254150539234,305.4254150539234
+77,1,2,12,304.29293806106796,*,304.29293806106796,304.29293806106796,*,304.29293806106796
+77,1,2,12,300.2854811502546,*,300.2854811502546,300.2854811502546,*,300.2854811502546
+77,1,2,12,305.0343341266074,*,305.0343341266074,305.0343341266074,*,305.0343341266074
+77,1,2,12,305.11445585507494,*,305.11445585507494,*,*,*
+78,1,2,12,305.48200768402745,305.48200768402745,305.48200768402745,*,*,*
+78,1,2,12,310.4074152432825,*,310.4074152432825,310.4074152432825,*,310.4074152432825
+78,1,2,12,301.9064390635431,*,301.9064390635431,301.9064390635431,*,301.9064390635431
+78,1,2,12,299.5922927695152,*,299.5922927695152,299.5922927695152,*,299.5922927695152
+78,1,2,12,303.78378450307486,*,303.78378450307486,303.78378450307486,*,303.78378450307486
+79,1,2,12,308.03791923798843,308.03791923798843,308.03791923798843,308.03791923798843,308.03791923798843,308.03791923798843
+79,1,2,12,304.1394248901592,*,*,304.1394248901592,*,304.1394248901592
+79,1,2,12,302.66671001065004,*,*,*,*,*
+79,1,2,12,304.3690974223337,*,304.3690974223337,*,*,*
+79,1,2,12,307.1494329910595,*,307.1494329910595,307.1494329910595,*,307.1494329910595
+80,1,2,12,304.29135086890386,304.29135086890386,304.29135086890386,304.29135086890386,304.29135086890386,304.29135086890386
+80,1,2,12,297.7978907253931,*,*,*,*,*
+80,1,2,12,299.9153939196283,*,299.9153939196283,*,*,*
+80,1,2,12,302.62242644423344,*,*,302.62242644423344,*,302.62242644423344
+80,1,2,12,309.2266734874308,*,*,309.2266734874308,*,309.2266734874308
+81,1,2,12,305.1619969761892,305.1619969761892,*,305.1619969761892,*,305.1619969761892
+81,1,2,12,304.11190889867356,*,304.11190889867356,304.11190889867356,*,304.11190889867356
+81,1,2,12,302.72060967834136,*,302.72060967834136,302.72060967834136,*,302.72060967834136
+81,1,2,12,306.4244203134872,*,306.4244203134872,*,*,*
+81,1,2,12,305.6846710545167,*,305.6846710545167,*,*,*
+82,1,2,12,300.65567792247015,300.65567792247015,*,*,300.65567792247015,*
+82,1,2,12,306.82624202706324,*,306.82624202706324,306.82624202706324,*,306.82624202706324
+82,1,2,12,307.1341932619533,*,*,*,*,*
+82,1,2,12,306.04748801460687,*,*,306.04748801460687,*,306.04748801460687
+82,1,2,12,307.7556976405245,*,*,*,*,*
+83,1,2,12,304.01838270975287,304.01838270975287,304.01838270975287,304.01838270975287,304.01838270975287,304.01838270975287
+83,1,2,12,306.6358796770933,*,306.6358796770933,306.6358796770933,*,306.6358796770933
+83,1,2,12,301.1019662869479,*,*,301.1019662869479,*,301.1019662869479
+83,1,2,12,304.2231519103683,*,*,304.2231519103683,*,304.2231519103683
+83,1,2,12,300.72162564986525,*,300.72162564986525,*,*,*
+84,1,2,12,306.35943760269987,306.35943760269987,306.35943760269987,306.35943760269987,306.35943760269987,306.35943760269987
+84,1,2,12,305.45947329289015,*,305.45947329289015,*,*,*
+84,1,2,12,303.4794023655374,*,303.4794023655374,*,*,*
+84,1,2,12,303.3094945324264,*,303.3094945324264,303.3094945324264,*,303.3094945324264
+84,1,2,12,300.3928320086857,*,300.3928320086857,*,*,*
+85,1,2,12,298.10777947412845,298.10777947412845,298.10777947412845,298.10777947412845,*,298.10777947412845
+85,1,2,12,310.1976535421807,*,*,310.1976535421807,*,310.1976535421807
+85,1,2,12,302.3946777071898,*,302.3946777071898,302.3946777071898,*,302.3946777071898
+85,1,2,12,305.9207830626385,*,*,*,*,*
+85,1,2,12,302.0296419101627,*,302.0296419101627,302.0296419101627,*,302.0296419101627
+86,1,2,12,305.16111121003473,305.16111121003473,305.16111121003473,*,305.16111121003473,*
+86,1,2,12,305.33715037795037,*,305.33715037795037,305.33715037795037,*,305.33715037795037
+86,1,2,12,306.7946705465277,*,306.7946705465277,*,*,*
+86,1,2,12,300.1915496613246,*,300.1915496613246,300.1915496613246,*,300.1915496613246
+86,1,2,12,308.311543638236,*,*,308.311543638236,*,308.311543638236
+87,1,2,12,301.77377848533405,301.77377848533405,301.77377848533405,*,301.77377848533405,*
+87,1,2,12,306.02155185831634,*,*,306.02155185831634,*,306.02155185831634
+87,1,2,12,304.41926618387504,*,304.41926618387504,304.41926618387504,*,304.41926618387504
+87,1,2,12,305.0593854581117,*,305.0593854581117,*,*,*
+87,1,2,12,303.1929115650123,*,303.1929115650123,303.1929115650123,*,303.1929115650123
+88,1,2,12,304.2013234559782,304.2013234559782,304.2013234559782,304.2013234559782,304.2013234559782,304.2013234559782
+88,1,2,12,312.42749734561136,*,312.42749734561136,312.42749734561136,*,312.42749734561136
+88,1,2,12,304.3122209346326,*,304.3122209346326,*,*,*
+88,1,2,12,302.5279271733293,*,302.5279271733293,*,*,*
+88,1,2,12,301.33705235397423,*,301.33705235397423,*,*,*
+89,1,2,12,302.5703256695623,302.5703256695623,*,*,302.5703256695623,*
+89,1,2,12,306.3122527190347,*,*,*,*,*
+89,1,2,12,307.57270739052944,*,307.57270739052944,*,*,*
+89,1,2,12,303.25406435890136,*,303.25406435890136,*,*,303.25406435890136
+89,1,2,12,305.394257318506,*,305.394257318506,*,*,*
+90,1,2,12,311.2458794592048,311.2458794592048,311.2458794592048,311.2458794592048,311.2458794592048,311.2458794592048
+90,1,2,12,305.07887825841425,*,305.07887825841425,305.07887825841425,*,305.07887825841425
+90,1,2,12,307.37404183867807,*,307.37404183867807,*,*,*
+90,1,2,12,300.87919221826667,*,*,300.87919221826667,*,300.87919221826667
+90,1,2,12,307.5004095571587,*,307.5004095571587,*,*,*
+91,1,2,12,305.52991412699157,305.52991412699157,305.52991412699157,*,305.52991412699157,*
+91,1,2,12,308.19747843179044,*,308.19747843179044,308.19747843179044,*,308.19747843179044
+91,1,2,12,306.631305025741,*,*,*,*,*
+91,1,2,12,313.1817732785808,*,*,313.1817732785808,*,313.1817732785808
+91,1,2,12,303.8541762706245,*,303.8541762706245,303.8541762706245,*,303.8541762706245
+92,1,2,12,303.8297390010636,303.8297390010636,*,*,*,*
+92,1,2,12,301.991560905536,*,*,*,*,*
+92,1,2,12,302.81049243089626,*,*,*,*,*
+92,1,2,12,304.8806416332334,*,304.8806416332334,*,*,*
+92,1,2,12,302.7298807392143,*,302.7298807392143,*,*,*
+93,1,2,12,308.57658001965746,308.57658001965746,308.57658001965746,*,*,*
+93,1,2,12,306.3086880070973,*,*,*,*,*
+93,1,2,12,310.1579033275152,*,310.1579033275152,310.1579033275152,*,310.1579033275152
+93,1,2,12,309.8810871398882,*,309.8810871398882,*,*,*
+93,1,2,12,310.70877049940947,*,310.70877049940947,310.70877049940947,*,310.70877049940947
+94,1,2,12,306.07711095473195,306.07711095473195,*,*,306.07711095473195,*
+94,1,2,12,306.34417837538695,*,306.34417837538695,306.34417837538695,*,306.34417837538695
+94,1,2,12,306.429643924661,*,*,306.429643924661,*,306.429643924661
+94,1,2,12,311.452371525863,*,311.452371525863,*,*,*
+94,1,2,12,306.47635307024865,*,306.47635307024865,*,*,*
+95,1,2,12,306.9551663578312,306.9551663578312,306.9551663578312,*,306.9551663578312,*
+95,1,2,12,304.82820193495724,*,304.82820193495724,*,*,*
+95,1,2,12,303.8015956010256,*,303.8015956010256,*,*,*
+95,1,2,12,304.9971712233799,*,304.9971712233799,*,*,*
+95,1,2,12,296.0785423538339,*,296.0785423538339,*,*,*
+96,1,2,12,310.56636319957795,310.56636319957795,310.56636319957795,310.56636319957795,310.56636319957795,310.56636319957795
+96,1,2,12,305.6684100839572,*,305.6684100839572,305.6684100839572,*,305.6684100839572
+96,1,2,12,311.6746955198737,*,311.6746955198737,311.6746955198737,*,311.6746955198737
+96,1,2,12,302.76200661967476,*,302.76200661967476,*,*,*
+96,1,2,12,300.16381991429637,*,*,*,*,*
+97,1,2,12,303.0987501053287,303.0987501053287,303.0987501053287,303.0987501053287,303.0987501053287,303.0987501053287
+97,1,2,12,306.56858444080217,*,*,*,*,*
+97,1,2,12,306.3218898763212,*,306.3218898763212,306.3218898763212,*,306.3218898763212
+97,1,2,12,303.16694620550214,*,303.16694620550214,*,*,*
+97,1,2,12,306.7777022668004,*,306.7777022668004,306.7777022668004,*,306.7777022668004
+98,1,2,12,302.7790308530357,302.7790308530357,302.7790308530357,302.7790308530357,302.7790308530357,302.7790308530357
+98,1,2,12,305.7115754605687,*,305.7115754605687,305.7115754605687,*,305.7115754605687
+98,1,2,12,306.3070662494837,*,306.3070662494837,306.3070662494837,*,306.3070662494837
+98,1,2,12,302.19294092944403,*,302.19294092944403,*,*,*
+98,1,2,12,300.84045636541816,*,300.84045636541816,*,*,*
+99,1,2,12,302.3305192047644,302.3305192047644,*,302.3305192047644,*,302.3305192047644
+99,1,2,12,301.3043620354341,*,301.3043620354341,*,*,*
+99,1,2,12,302.5064382549504,*,302.5064382549504,*,*,*
+99,1,2,12,304.5873684217911,*,304.5873684217911,*,*,*
+99,1,2,12,308.63574352178074,*,308.63574352178074,308.63574352178074,*,308.63574352178074
+100,1,2,12,303.6061987784363,303.6061987784363,303.6061987784363,*,303.6061987784363,*
+100,1,2,12,303.6804539258143,*,303.6804539258143,*,*,*
+100,1,2,12,310.5039269444867,*,310.5039269444867,*,*,*
+100,1,2,12,305.0363718625257,*,305.0363718625257,*,*,305.0363718625257
+100,1,2,12,301.05101224635024,*,301.05101224635024,*,*,*
+1,2,1,21,299.1051083642418,299.1051083642418,*,*,299.1051083642418,*
+1,2,1,21,301.83045952095125,*,301.83045952095125,301.83045952095125,*,301.83045952095125
+1,2,1,21,297.05629091918047,*,297.05629091918047,297.05629091918047,*,297.05629091918047
+1,2,1,21,297.5949107028818,*,297.5949107028818,297.5949107028818,*,297.5949107028818
+1,2,1,21,303.8775592167274,*,303.8775592167274,303.8775592167274,*,303.8775592167274
+2,2,1,21,302.30638228507047,302.30638228507047,302.30638228507047,302.30638228507047,302.30638228507047,302.30638228507047
+2,2,1,21,296.9210698202702,*,296.9210698202702,*,*,*
+2,2,1,21,303.9565961933579,*,*,303.9565961933579,*,303.9565961933579
+2,2,1,21,294.8082978933079,*,*,*,*,*
+2,2,1,21,303.0901747504899,*,303.0901747504899,*,*,*
+3,2,1,21,297.6430310615938,297.6430310615938,297.6430310615938,297.6430310615938,*,297.6430310615938
+3,2,1,21,303.2358992779329,*,303.2358992779329,303.2358992779329,*,303.2358992779329
+3,2,1,21,302.9782548635873,*,302.9782548635873,*,*,*
+3,2,1,21,301.27482314348987,*,*,301.27482314348987,*,301.27482314348987
+3,2,1,21,300.3301893101311,*,300.3301893101311,*,*,*
+4,2,1,21,297.78444831005135,297.78444831005135,297.78444831005135,*,297.78444831005135,*
+4,2,1,21,298.3596668980052,*,298.3596668980052,*,*,*
+4,2,1,21,297.6767949055524,*,297.6767949055524,*,*,*
+4,2,1,21,294.9997034863604,*,294.9997034863604,*,*,294.9997034863604
+4,2,1,21,295.113422636062,*,295.113422636062,*,*,*
+5,2,1,21,293.9501092548117,293.9501092548117,293.9501092548117,293.9501092548117,*,293.9501092548117
+5,2,1,21,301.2002833602268,*,301.2002833602268,301.2002833602268,*,301.2002833602268
+5,2,1,21,303.0037455624132,*,303.0037455624132,*,*,*
+5,2,1,21,299.58525369348325,*,*,*,*,*
+5,2,1,21,294.9820809656099,*,*,294.9820809656099,*,294.9820809656099
+6,2,1,21,296.08088512193603,296.08088512193603,296.08088512193603,296.08088512193603,296.08088512193603,296.08088512193603
+6,2,1,21,296.10456195714966,*,296.10456195714966,*,*,*
+6,2,1,21,299.2775510727018,*,299.2775510727018,*,*,*
+6,2,1,21,299.24547227828043,*,*,299.24547227828043,*,299.24547227828043
+6,2,1,21,295.7208603965505,*,295.7208603965505,295.7208603965505,*,295.7208603965505
+7,2,1,21,296.20356222465125,296.20356222465125,296.20356222465125,*,296.20356222465125,*
+7,2,1,21,299.2219944984069,*,299.2219944984069,*,*,*
+7,2,1,21,302.8420336341797,*,302.8420336341797,*,*,*
+7,2,1,21,298.57812066400254,*,*,298.57812066400254,*,298.57812066400254
+7,2,1,21,296.8067804751678,*,296.8067804751678,296.8067804751678,*,296.8067804751678
+8,2,1,21,298.8773534874068,298.8773534874068,298.8773534874068,298.8773534874068,*,298.8773534874068
+8,2,1,21,298.47222707344395,*,298.47222707344395,298.47222707344395,*,298.47222707344395
+8,2,1,21,298.33853647277675,*,298.33853647277675,*,*,*
+8,2,1,21,300.9462848615149,*,300.9462848615149,*,*,*
+8,2,1,21,303.0105577441122,*,*,303.0105577441122,*,303.0105577441122
+9,2,1,21,299.27404171786196,299.27404171786196,*,*,299.27404171786196,*
+9,2,1,21,297.52812337461427,*,297.52812337461427,*,*,297.52812337461427
+9,2,1,21,298.4332038002779,*,*,*,*,*
+9,2,1,21,301.775423953557,*,301.775423953557,*,*,*
+9,2,1,21,301.53733160627274,*,301.53733160627274,*,*,*
+10,2,1,21,299.07735454964296,299.07735454964296,*,299.07735454964296,*,299.07735454964296
+10,2,1,21,297.3368853549874,*,297.3368853549874,*,*,*
+10,2,1,21,297.8557742995525,*,*,*,*,*
+10,2,1,21,294.54341994975664,*,294.54341994975664,294.54341994975664,*,294.54341994975664
+10,2,1,21,296.70823290269277,*,296.70823290269277,*,*,*
+11,2,1,21,297.40571025426783,297.40571025426783,297.40571025426783,*,*,*
+11,2,1,21,300.9992394585399,*,300.9992394585399,*,*,*
+11,2,1,21,301.5811237012442,*,301.5811237012442,*,*,*
+11,2,1,21,297.0487674284157,*,297.0487674284157,297.0487674284157,*,297.0487674284157
+11,2,1,21,300.81680854212505,*,300.81680854212505,300.81680854212505,*,300.81680854212505
+12,2,1,21,303.08026983261226,303.08026983261226,*,303.08026983261226,*,303.08026983261226
+12,2,1,21,295.6861065182024,*,295.6861065182024,295.6861065182024,*,295.6861065182024
+12,2,1,21,299.9994114089792,*,299.9994114089792,*,*,*
+12,2,1,21,302.1186678677645,*,302.1186678677645,302.1186678677645,*,302.1186678677645
+12,2,1,21,303.2836174193165,*,303.2836174193165,*,*,*
+13,2,1,21,298.9692414808445,298.9692414808445,298.9692414808445,*,*,*
+13,2,1,21,296.829606867648,*,296.829606867648,296.829606867648,*,296.829606867648
+13,2,1,21,298.6723511583946,*,298.6723511583946,*,*,*
+13,2,1,21,298.942131922848,*,*,298.942131922848,*,298.942131922848
+13,2,1,21,295.94746070217883,*,*,295.94746070217883,*,295.94746070217883
+14,2,1,21,302.75992462787997,302.75992462787997,302.75992462787997,*,*,*
+14,2,1,21,299.4406600201367,*,299.4406600201367,299.4406600201367,*,299.4406600201367
+14,2,1,21,298.65026302443994,*,298.65026302443994,298.65026302443994,*,298.65026302443994
+14,2,1,21,305.6922643390976,*,*,*,*,*
+14,2,1,21,293.6138612845888,*,293.6138612845888,293.6138612845888,*,293.6138612845888
+15,2,1,21,303.53082550777896,303.53082550777896,303.53082550777896,*,303.53082550777896,*
+15,2,1,21,300.8808868146376,*,*,300.8808868146376,*,300.8808868146376
+15,2,1,21,299.5211343265123,*,299.5211343265123,*,*,*
+15,2,1,21,294.6353394899063,*,294.6353394899063,294.6353394899063,*,294.6353394899063
+15,2,1,21,299.190167540062,*,299.190167540062,*,*,*
+16,2,1,21,301.3528279276202,301.3528279276202,301.3528279276202,301.3528279276202,301.3528279276202,301.3528279276202
+16,2,1,21,297.4787046431643,*,297.4787046431643,297.4787046431643,*,297.4787046431643
+16,2,1,21,302.26816657118013,*,302.26816657118013,*,*,*
+16,2,1,21,302.89714089941975,*,302.89714089941975,302.89714089941975,*,302.89714089941975
+16,2,1,21,299.28504994283486,*,*,299.28504994283486,*,299.28504994283486
+17,2,1,21,296.8631121729892,296.8631121729892,*,*,*,*
+17,2,1,21,299.4280048054244,*,*,*,*,*
+17,2,1,21,297.6919217955511,*,297.6919217955511,297.6919217955511,*,297.6919217955511
+17,2,1,21,297.9465099674877,*,297.9465099674877,297.9465099674877,*,297.9465099674877
+17,2,1,21,303.8011540391928,*,303.8011540391928,*,*,*
+18,2,1,21,295.97586326463863,295.97586326463863,*,*,295.97586326463863,*
+18,2,1,21,299.30960178759284,*,299.30960178759284,299.30960178759284,*,299.30960178759284
+18,2,1,21,300.75817545286753,*,*,300.75817545286753,*,300.75817545286753
+18,2,1,21,303.1357446720536,*,303.1357446720536,303.1357446720536,*,303.1357446720536
+18,2,1,21,300.49179832675685,*,300.49179832675685,300.49179832675685,*,300.49179832675685
+19,2,1,21,301.4927803327425,301.4927803327425,*,*,301.4927803327425,*
+19,2,1,21,299.1785340533293,*,299.1785340533293,*,*,299.1785340533293
+19,2,1,21,304.1001690167919,*,304.1001690167919,*,*,*
+19,2,1,21,295.24480837243283,*,295.24480837243283,*,*,*
+19,2,1,21,297.5696070540046,*,297.5696070540046,*,*,*
+20,2,1,21,298.34481286436966,298.34481286436966,298.34481286436966,298.34481286436966,298.34481286436966,298.34481286436966
+20,2,1,21,303.6200464550136,*,303.6200464550136,*,*,*
+20,2,1,21,301.74718528222,*,301.74718528222,*,*,*
+20,2,1,21,303.37373714744706,*,303.37373714744706,303.37373714744706,*,303.37373714744706
+20,2,1,21,297.5326946890995,*,297.5326946890995,297.5326946890995,*,297.5326946890995
+21,2,1,21,299.75288416756774,299.75288416756774,299.75288416756774,*,299.75288416756774,*
+21,2,1,21,301.3326288111831,*,*,301.3326288111831,*,301.3326288111831
+21,2,1,21,302.04268636169473,*,302.04268636169473,302.04268636169473,*,302.04268636169473
+21,2,1,21,303.39965682452424,*,303.39965682452424,*,*,*
+21,2,1,21,302.384049911927,*,302.384049911927,302.384049911927,*,302.384049911927
+22,2,1,21,300.96413017208647,300.96413017208647,300.96413017208647,*,300.96413017208647,*
+22,2,1,21,302.6091738853907,*,*,302.6091738853907,*,302.6091738853907
+22,2,1,21,305.6498197163003,*,305.6498197163003,305.6498197163003,*,305.6498197163003
+22,2,1,21,299.0269193724173,*,299.0269193724173,*,*,*
+22,2,1,21,299.01643669957355,*,299.01643669957355,299.01643669957355,*,299.01643669957355
+23,2,1,21,298.78787928253706,298.78787928253706,298.78787928253706,*,298.78787928253706,*
+23,2,1,21,300.7218659670027,*,*,*,*,*
+23,2,1,21,301.87008984283335,*,301.87008984283335,*,*,*
+23,2,1,21,301.63474799310194,*,*,301.63474799310194,*,301.63474799310194
+23,2,1,21,302.27484959194135,*,302.27484959194135,302.27484959194135,*,302.27484959194135
+24,2,1,21,295.32600767040924,295.32600767040924,295.32600767040924,*,*,295.32600767040924
+24,2,1,21,302.2748317852675,*,302.2748317852675,*,*,*
+24,2,1,21,301.84033582166234,*,301.84033582166234,*,*,*
+24,2,1,21,300.686584131398,*,300.686584131398,*,*,*
+24,2,1,21,303.86076143828393,*,303.86076143828393,*,*,*
+25,2,1,21,292.9062978923147,292.9062978923147,292.9062978923147,292.9062978923147,292.9062978923147,292.9062978923147
+25,2,1,21,298.92160183030796,*,298.92160183030796,298.92160183030796,*,298.92160183030796
+25,2,1,21,300.97289939414077,*,300.97289939414077,*,*,*
+25,2,1,21,298.3824565041781,*,298.3824565041781,298.3824565041781,*,298.3824565041781
+25,2,1,21,298.21384379653796,*,*,298.21384379653796,*,298.21384379653796
+26,2,1,21,291.47739844574977,291.47739844574977,*,*,291.47739844574977,*
+26,2,1,21,297.5991139701004,*,297.5991139701004,*,*,*
+26,2,1,21,298.7964184410637,*,298.7964184410637,*,*,*
+26,2,1,21,294.51415599708594,*,294.51415599708594,*,*,*
+26,2,1,21,292.9040364810429,*,292.9040364810429,*,*,*
+27,2,1,21,290.93990104148986,290.93990104148986,290.93990104148986,290.93990104148986,290.93990104148986,290.93990104148986
+27,2,1,21,294.5453869420656,*,294.5453869420656,294.5453869420656,*,294.5453869420656
+27,2,1,21,297.83286066534635,*,297.83286066534635,297.83286066534635,*,297.83286066534635
+27,2,1,21,291.7755135385062,*,291.7755135385062,291.7755135385062,*,291.7755135385062
+27,2,1,21,295.0450453556983,*,295.0450453556983,295.0450453556983,*,295.0450453556983
+28,2,1,21,298.53688630642034,298.53688630642034,298.53688630642034,*,298.53688630642034,*
+28,2,1,21,298.97669017248137,*,298.97669017248137,298.97669017248137,*,298.97669017248137
+28,2,1,21,298.82143411417246,*,298.82143411417246,298.82143411417246,*,298.82143411417246
+28,2,1,21,296.72729331481673,*,*,296.72729331481673,*,296.72729331481673
+28,2,1,21,295.51232317161316,*,295.51232317161316,*,*,*
+29,2,1,21,294.7218081451331,294.7218081451331,294.7218081451331,*,294.7218081451331,*
+29,2,1,21,294.2760455074206,*,294.2760455074206,294.2760455074206,*,294.2760455074206
+29,2,1,21,294.4360078453922,*,294.4360078453922,294.4360078453922,*,294.4360078453922
+29,2,1,21,298.1573087457268,*,298.1573087457268,298.1573087457268,*,298.1573087457268
+29,2,1,21,293.4673611729457,*,293.4673611729457,293.4673611729457,*,293.4673611729457
+30,2,1,21,299.6669115699748,299.6669115699748,*,299.6669115699748,*,299.6669115699748
+30,2,1,21,293.0807735843648,*,293.0807735843648,293.0807735843648,*,293.0807735843648
+30,2,1,21,292.0575264207371,*,292.0575264207371,292.0575264207371,*,292.0575264207371
+30,2,1,21,297.0659726449522,*,297.0659726449522,*,*,*
+30,2,1,21,300.03014856215367,*,300.03014856215367,300.03014856215367,*,300.03014856215367
+31,2,1,21,295.49520106256676,295.49520106256676,295.49520106256676,*,*,*
+31,2,1,21,291.1423730712585,*,291.1423730712585,291.1423730712585,*,291.1423730712585
+31,2,1,21,299.0108491292115,*,299.0108491292115,*,*,*
+31,2,1,21,297.7014736413049,*,*,297.7014736413049,*,297.7014736413049
+31,2,1,21,296.4881091553359,*,296.4881091553359,*,*,*
+32,2,1,21,296.71402593277696,296.71402593277696,*,*,*,*
+32,2,1,21,293.53877844293174,*,293.53877844293174,*,*,*
+32,2,1,21,297.9970195533708,*,297.9970195533708,297.9970195533708,*,297.9970195533708
+32,2,1,21,296.4301123967431,*,296.4301123967431,*,*,*
+32,2,1,21,297.6613369769274,*,*,297.6613369769274,*,297.6613369769274
+33,2,1,21,297.9137175747372,297.9137175747372,297.9137175747372,297.9137175747372,297.9137175747372,297.9137175747372
+33,2,1,21,297.34472695758444,*,297.34472695758444,297.34472695758444,*,297.34472695758444
+33,2,1,21,295.3826005151142,*,295.3826005151142,295.3826005151142,*,295.3826005151142
+33,2,1,21,295.2785781618631,*,295.2785781618631,295.2785781618631,*,295.2785781618631
+33,2,1,21,298.3951413493715,*,*,298.3951413493715,*,298.3951413493715
+34,2,1,21,298.6493632047901,298.6493632047901,298.6493632047901,*,298.6493632047901,*
+34,2,1,21,293.60215122378537,*,293.60215122378537,293.60215122378537,*,293.60215122378537
+34,2,1,21,294.05267627703887,*,*,294.05267627703887,*,294.05267627703887
+34,2,1,21,300.90447116915067,*,300.90447116915067,300.90447116915067,*,300.90447116915067
+34,2,1,21,293.73233329401376,*,*,293.73233329401376,*,293.73233329401376
+35,2,1,21,295.9990322754245,295.9990322754245,295.9990322754245,*,295.9990322754245,*
+35,2,1,21,294.18740115889517,*,294.18740115889517,*,*,*
+35,2,1,21,297.6085851579156,*,297.6085851579156,*,*,297.6085851579156
+35,2,1,21,293.11698240005705,*,293.11698240005705,*,*,*
+35,2,1,21,293.47778010491254,*,293.47778010491254,*,*,*
+36,2,1,21,296.4768832998306,296.4768832998306,296.4768832998306,296.4768832998306,296.4768832998306,296.4768832998306
+36,2,1,21,296.929649180561,*,296.929649180561,*,*,*
+36,2,1,21,299.5270612862931,*,299.5270612862931,299.5270612862931,*,299.5270612862931
+36,2,1,21,298.10066841874266,*,298.10066841874266,298.10066841874266,*,298.10066841874266
+36,2,1,21,295.1201100801245,*,295.1201100801245,295.1201100801245,*,295.1201100801245
+37,2,1,21,296.63105773155786,296.63105773155786,296.63105773155786,296.63105773155786,296.63105773155786,296.63105773155786
+37,2,1,21,300.3725930803211,*,300.3725930803211,300.3725930803211,*,300.3725930803211
+37,2,1,21,297.7641949452972,*,*,297.7641949452972,*,297.7641949452972
+37,2,1,21,303.26973064796255,*,303.26973064796255,303.26973064796255,*,303.26973064796255
+37,2,1,21,300.65832893062486,*,300.65832893062486,300.65832893062486,*,300.65832893062486
+38,2,1,21,293.86403825525593,293.86403825525593,293.86403825525593,293.86403825525593,293.86403825525593,293.86403825525593
+38,2,1,21,290.7486153545907,*,290.7486153545907,*,*,*
+38,2,1,21,296.30220255586045,*,296.30220255586045,296.30220255586045,*,296.30220255586045
+38,2,1,21,297.0694836126458,*,297.0694836126458,297.0694836126458,*,297.0694836126458
+38,2,1,21,302.141927018136,*,*,*,*,*
+39,2,1,21,302.1036368478998,302.1036368478998,*,*,302.1036368478998,*
+39,2,1,21,298.84015874060344,*,298.84015874060344,298.84015874060344,*,298.84015874060344
+39,2,1,21,296.25859359780486,*,296.25859359780486,296.25859359780486,*,296.25859359780486
+39,2,1,21,293.81695355654574,*,*,*,*,*
+39,2,1,21,296.3129087085056,*,296.3129087085056,296.3129087085056,*,296.3129087085056
+40,2,1,21,300.2878134332837,300.2878134332837,300.2878134332837,*,300.2878134332837,*
+40,2,1,21,305.58883397677573,*,*,*,*,*
+40,2,1,21,303.81337161587544,*,303.81337161587544,*,*,*
+40,2,1,21,296.3699995075758,*,296.3699995075758,*,*,*
+40,2,1,21,292.78055416449064,*,*,*,*,292.78055416449064
+41,2,1,21,296.0864804587414,296.0864804587414,296.0864804587414,*,*,*
+41,2,1,21,292.9478315553672,*,292.9478315553672,*,*,*
+41,2,1,21,293.12302603521505,*,293.12302603521505,*,*,293.12302603521505
+41,2,1,21,299.7185651272479,*,299.7185651272479,*,*,*
+41,2,1,21,294.1976610994496,*,294.1976610994496,*,*,*
+42,2,1,21,296.7499223733454,296.7499223733454,296.7499223733454,*,296.7499223733454,*
+42,2,1,21,303.7403293459099,*,303.7403293459099,303.7403293459099,*,303.7403293459099
+42,2,1,21,297.79856490763075,*,297.79856490763075,297.79856490763075,*,297.79856490763075
+42,2,1,21,294.6613564591444,*,294.6613564591444,*,*,*
+42,2,1,21,292.54812637346777,*,*,*,*,*
+43,2,1,21,290.86956063540777,290.86956063540777,*,*,290.86956063540777,*
+43,2,1,21,294.156381459184,*,*,*,*,*
+43,2,1,21,297.54380297119013,*,297.54380297119013,*,*,*
+43,2,1,21,296.3855010127096,*,296.3855010127096,*,*,*
+43,2,1,21,294.0839164592365,*,294.0839164592365,*,*,294.0839164592365
+44,2,1,21,291.81659576942974,291.81659576942974,291.81659576942974,*,291.81659576942974,*
+44,2,1,21,295.58784569154034,*,295.58784569154034,295.58784569154034,*,295.58784569154034
+44,2,1,21,298.4134411805616,*,298.4134411805616,*,*,*
+44,2,1,21,295.11328869779214,*,295.11328869779214,*,*,*
+44,2,1,21,300.1897542238704,*,300.1897542238704,300.1897542238704,*,300.1897542238704
+45,2,1,21,300.55424464706766,300.55424464706766,*,300.55424464706766,*,300.55424464706766
+45,2,1,21,296.9704500550192,*,296.9704500550192,296.9704500550192,*,296.9704500550192
+45,2,1,21,293.20920710541566,*,293.20920710541566,293.20920710541566,*,293.20920710541566
+45,2,1,21,298.7812967709744,*,298.7812967709744,*,*,*
+45,2,1,21,295.75746179748927,*,295.75746179748927,295.75746179748927,*,295.75746179748927
+46,2,1,21,297.45825797779503,297.45825797779503,*,*,297.45825797779503,*
+46,2,1,21,296.30385267774074,*,*,296.30385267774074,*,296.30385267774074
+46,2,1,21,300.54319574018723,*,300.54319574018723,300.54319574018723,*,300.54319574018723
+46,2,1,21,301.0120893859966,*,301.0120893859966,*,*,*
+46,2,1,21,294.9937167686062,*,294.9937167686062,294.9937167686062,*,294.9937167686062
+47,2,1,21,297.88628964594517,297.88628964594517,297.88628964594517,297.88628964594517,*,297.88628964594517
+47,2,1,21,295.8344680965721,*,295.8344680965721,*,*,*
+47,2,1,21,297.98066438065825,*,297.98066438065825,297.98066438065825,*,297.98066438065825
+47,2,1,21,294.0713845567566,*,294.0713845567566,294.0713845567566,*,294.0713845567566
+47,2,1,21,297.4905720633828,*,297.4905720633828,297.4905720633828,*,297.4905720633828
+48,2,1,21,300.48890755523274,300.48890755523274,*,*,300.48890755523274,*
+48,2,1,21,299.8487348559577,*,299.8487348559577,299.8487348559577,*,299.8487348559577
+48,2,1,21,297.3150294444813,*,297.3150294444813,*,*,*
+48,2,1,21,299.7096046197653,*,299.7096046197653,299.7096046197653,*,299.7096046197653
+48,2,1,21,296.0670971026437,*,*,296.0670971026437,*,296.0670971026437
+49,2,1,21,300.4706992128038,300.4706992128038,300.4706992128038,*,300.4706992128038,*
+49,2,1,21,301.1906779541558,*,301.1906779541558,301.1906779541558,*,301.1906779541558
+49,2,1,21,299.93019286426033,*,299.93019286426033,299.93019286426033,*,299.93019286426033
+49,2,1,21,296.46773160279525,*,296.46773160279525,296.46773160279525,*,296.46773160279525
+49,2,1,21,292.4410816363386,*,292.4410816363386,292.4410816363386,*,292.4410816363386
+50,2,1,21,299.1427759567894,299.1427759567894,299.1427759567894,*,299.1427759567894,*
+50,2,1,21,299.9997565793746,*,299.9997565793746,*,*,*
+50,2,1,21,295.9461533021308,*,295.9461533021308,*,*,*
+50,2,1,21,298.8201834034794,*,298.8201834034794,*,*,*
+50,2,1,21,299.4652720245915,*,299.4652720245915,*,*,299.4652720245915
+51,2,1,21,298.6920141436772,298.6920141436772,298.6920141436772,*,298.6920141436772,*
+51,2,1,21,301.3216539194958,*,301.3216539194958,*,*,*
+51,2,1,21,300.9790450944339,*,300.9790450944339,300.9790450944339,*,300.9790450944339
+51,2,1,21,306.1033513227975,*,*,306.1033513227975,*,306.1033513227975
+51,2,1,21,303.26830354439943,*,303.26830354439943,303.26830354439943,*,303.26830354439943
+52,2,1,21,299.62836272547054,299.62836272547054,299.62836272547054,299.62836272547054,299.62836272547054,299.62836272547054
+52,2,1,21,302.9943841809648,*,302.9943841809648,302.9943841809648,*,302.9943841809648
+52,2,1,21,296.3005063993642,*,296.3005063993642,*,*,*
+52,2,1,21,295.3552474650321,*,*,*,*,*
+52,2,1,21,297.8956998705831,*,297.8956998705831,297.8956998705831,*,297.8956998705831
+53,2,1,21,295.7542124050852,295.7542124050852,295.7542124050852,295.7542124050852,295.7542124050852,295.7542124050852
+53,2,1,21,296.2719605183444,*,296.2719605183444,296.2719605183444,*,296.2719605183444
+53,2,1,21,297.2121794691938,*,297.2121794691938,297.2121794691938,*,297.2121794691938
+53,2,1,21,300.05918732099417,*,*,300.05918732099417,*,300.05918732099417
+53,2,1,21,301.08135342116765,*,*,*,*,*
+54,2,1,21,304.6617450191218,304.6617450191218,304.6617450191218,*,304.6617450191218,*
+54,2,1,21,300.3431244754262,*,300.3431244754262,300.3431244754262,*,300.3431244754262
+54,2,1,21,303.9676008861381,*,303.9676008861381,303.9676008861381,*,303.9676008861381
+54,2,1,21,292.8861578527552,*,292.8861578527552,*,*,*
+54,2,1,21,303.5325782489081,*,303.5325782489081,*,*,*
+55,2,1,21,305.2325362318157,305.2325362318157,305.2325362318157,305.2325362318157,305.2325362318157,305.2325362318157
+55,2,1,21,302.54998996390117,*,*,302.54998996390117,*,302.54998996390117
+55,2,1,21,298.54512603387457,*,298.54512603387457,*,*,*
+55,2,1,21,298.51685091581464,*,298.51685091581464,*,*,*
+55,2,1,21,296.163618419566,*,*,296.163618419566,*,296.163618419566
+56,2,1,21,298.86792889765087,298.86792889765087,*,298.86792889765087,298.86792889765087,298.86792889765087
+56,2,1,21,296.1851411858888,*,296.1851411858888,*,*,*
+56,2,1,21,295.31815941095675,*,295.31815941095675,*,*,*
+56,2,1,21,303.00893242907017,*,*,*,*,*
+56,2,1,21,301.6941962816513,*,*,301.6941962816513,*,301.6941962816513
+57,2,1,21,296.75344462087116,296.75344462087116,296.75344462087116,296.75344462087116,296.75344462087116,296.75344462087116
+57,2,1,21,300.8894640787694,*,300.8894640787694,*,*,*
+57,2,1,21,300.24466425407184,*,300.24466425407184,300.24466425407184,*,300.24466425407184
+57,2,1,21,296.5325239341538,*,*,296.5325239341538,*,296.5325239341538
+57,2,1,21,300.91722956023045,*,300.91722956023045,*,*,*
+58,2,1,21,298.64302692682105,298.64302692682105,298.64302692682105,298.64302692682105,298.64302692682105,298.64302692682105
+58,2,1,21,303.5681879401406,*,*,303.5681879401406,*,303.5681879401406
+58,2,1,21,299.77189486740434,*,299.77189486740434,299.77189486740434,*,299.77189486740434
+58,2,1,21,303.8457948659075,*,303.8457948659075,*,*,*
+58,2,1,21,305.2876066952823,*,305.2876066952823,*,*,*
+59,2,1,21,299.5998515503489,299.5998515503489,299.5998515503489,299.5998515503489,*,299.5998515503489
+59,2,1,21,302.8017189410376,*,302.8017189410376,302.8017189410376,*,302.8017189410376
+59,2,1,21,304.6140430537243,*,304.6140430537243,*,*,*
+59,2,1,21,297.3836515902655,*,297.3836515902655,*,*,*
+59,2,1,21,298.13687344817674,*,298.13687344817674,*,*,*
+60,2,1,21,305.603682992677,305.603682992677,305.603682992677,*,305.603682992677,*
+60,2,1,21,298.10950161619945,*,298.10950161619945,*,*,*
+60,2,1,21,303.04792124359557,*,303.04792124359557,303.04792124359557,*,303.04792124359557
+60,2,1,21,298.7353228752272,*,298.7353228752272,*,*,*
+60,2,1,21,302.19300479761546,*,302.19300479761546,302.19300479761546,*,302.19300479761546
+61,2,1,21,304.8975605231575,304.8975605231575,304.8975605231575,*,304.8975605231575,*
+61,2,1,21,299.7371465949312,*,299.7371465949312,*,*,*
+61,2,1,21,304.6838069717358,*,304.6838069717358,*,*,*
+61,2,1,21,299.42546771621835,*,299.42546771621835,*,*,299.42546771621835
+61,2,1,21,302.840617625248,*,302.840617625248,*,*,*
+62,2,1,21,306.8565101756899,306.8565101756899,306.8565101756899,306.8565101756899,306.8565101756899,306.8565101756899
+62,2,1,21,302.34158442108753,*,302.34158442108753,302.34158442108753,*,302.34158442108753
+62,2,1,21,302.098820790928,*,302.098820790928,*,*,*
+62,2,1,21,305.44747598030597,*,305.44747598030597,305.44747598030597,*,305.44747598030597
+62,2,1,21,302.96038039689256,*,302.96038039689256,302.96038039689256,*,302.96038039689256
+63,2,1,21,297.1922833870165,297.1922833870165,297.1922833870165,*,297.1922833870165,*
+63,2,1,21,305.927050768035,*,*,305.927050768035,*,305.927050768035
+63,2,1,21,301.1836728374895,*,301.1836728374895,*,*,*
+63,2,1,21,300.2382653358006,*,*,300.2382653358006,*,300.2382653358006
+63,2,1,21,306.28243889715907,*,306.28243889715907,306.28243889715907,*,306.28243889715907
+64,2,1,21,307.0236106795287,307.0236106795287,307.0236106795287,*,*,*
+64,2,1,21,298.40743881727775,*,298.40743881727775,298.40743881727775,*,298.40743881727775
+64,2,1,21,303.76929308190773,*,303.76929308190773,303.76929308190773,*,303.76929308190773
+64,2,1,21,298.07202101024023,*,*,298.07202101024023,*,298.07202101024023
+64,2,1,21,303.4149951108189,*,303.4149951108189,*,*,*
+65,2,1,21,301.04107202005054,301.04107202005054,*,*,301.04107202005054,*
+65,2,1,21,306.2649190331118,*,306.2649190331118,*,*,*
+65,2,1,21,307.7564484480406,*,307.7564484480406,307.7564484480406,*,307.7564484480406
+65,2,1,21,303.4508843409967,*,303.4508843409967,303.4508843409967,*,303.4508843409967
+65,2,1,21,303.50427912793987,*,303.50427912793987,303.50427912793987,*,303.50427912793987
+66,2,1,21,302.753330127372,302.753330127372,*,302.753330127372,302.753330127372,302.753330127372
+66,2,1,21,301.191393662672,*,*,301.191393662672,*,301.191393662672
+66,2,1,21,299.85348652213554,*,299.85348652213554,*,*,*
+66,2,1,21,299.29096518670883,*,299.29096518670883,*,*,*
+66,2,1,21,300.4317759177836,*,*,300.4317759177836,*,300.4317759177836
+67,2,1,21,307.0912917466557,307.0912917466557,307.0912917466557,*,307.0912917466557,*
+67,2,1,21,296.9097557772386,*,296.9097557772386,296.9097557772386,*,296.9097557772386
+67,2,1,21,298.8290134577222,*,298.8290134577222,298.8290134577222,*,298.8290134577222
+67,2,1,21,301.42901406668113,*,*,301.42901406668113,*,301.42901406668113
+67,2,1,21,306.7217935656218,*,306.7217935656218,*,*,*
+68,2,1,21,299.6466028416762,299.6466028416762,299.6466028416762,*,299.6466028416762,*
+68,2,1,21,303.3137064641205,*,303.3137064641205,*,*,*
+68,2,1,21,303.52766358283196,*,*,*,*,*
+68,2,1,21,300.40527632763593,*,300.40527632763593,*,*,300.40527632763593
+68,2,1,21,304.8362379838893,*,*,*,*,*
+69,2,1,21,303.94424563476565,303.94424563476565,303.94424563476565,*,303.94424563476565,*
+69,2,1,21,304.6780420125654,*,304.6780420125654,304.6780420125654,*,304.6780420125654
+69,2,1,21,299.66596281309006,*,*,299.66596281309006,*,299.66596281309006
+69,2,1,21,299.6404619779384,*,*,299.6404619779384,*,299.6404619779384
+69,2,1,21,301.67940462390425,*,301.67940462390425,*,*,*
+70,2,1,21,303.24749599007623,303.24749599007623,303.24749599007623,*,303.24749599007623,*
+70,2,1,21,297.25504779246836,*,*,297.25504779246836,*,297.25504779246836
+70,2,1,21,296.86041566370193,*,*,296.86041566370193,*,296.86041566370193
+70,2,1,21,306.50198697711494,*,306.50198697711494,*,*,*
+70,2,1,21,301.24530792439793,*,301.24530792439793,301.24530792439793,*,301.24530792439793
+71,2,1,21,297.89042723874377,297.89042723874377,297.89042723874377,*,297.89042723874377,*
+71,2,1,21,305.2863447345535,*,*,*,*,*
+71,2,1,21,302.8508164856856,*,302.8508164856856,*,*,302.8508164856856
+71,2,1,21,304.50209780368783,*,*,*,*,*
+71,2,1,21,299.6131356553587,*,*,*,*,*
+72,2,1,21,301.32646752947437,301.32646752947437,301.32646752947437,301.32646752947437,301.32646752947437,301.32646752947437
+72,2,1,21,301.7492226628078,*,301.7492226628078,301.7492226628078,*,301.7492226628078
+72,2,1,21,302.46532500277624,*,*,302.46532500277624,*,302.46532500277624
+72,2,1,21,300.78220161270895,*,*,300.78220161270895,*,300.78220161270895
+72,2,1,21,301.81788970975913,*,301.81788970975913,301.81788970975913,*,301.81788970975913
+73,2,1,21,298.9025306111779,298.9025306111779,298.9025306111779,298.9025306111779,298.9025306111779,298.9025306111779
+73,2,1,21,305.319100341776,*,305.319100341776,305.319100341776,*,305.319100341776
+73,2,1,21,301.0930362215314,*,301.0930362215314,301.0930362215314,*,301.0930362215314
+73,2,1,21,304.5680080691118,*,304.5680080691118,*,*,*
+73,2,1,21,304.22880733287724,*,304.22880733287724,304.22880733287724,*,304.22880733287724
+74,2,1,21,302.3533538566378,302.3533538566378,302.3533538566378,*,*,*
+74,2,1,21,296.4655212476891,*,296.4655212476891,*,*,*
+74,2,1,21,300.6088975962576,*,300.6088975962576,*,*,*
+74,2,1,21,301.119606403099,*,*,*,*,301.119606403099
+74,2,1,21,301.33882821779434,*,301.33882821779434,*,*,*
+75,2,1,21,302.2078000156482,302.2078000156482,302.2078000156482,*,302.2078000156482,*
+75,2,1,21,299.0917085253485,*,299.0917085253485,299.0917085253485,*,299.0917085253485
+75,2,1,21,300.74586270022223,*,300.74586270022223,300.74586270022223,*,300.74586270022223
+75,2,1,21,298.32329230299734,*,298.32329230299734,298.32329230299734,*,298.32329230299734
+75,2,1,21,303.63989919475426,*,303.63989919475426,303.63989919475426,*,303.63989919475426
+76,2,1,21,298.2173041445825,298.2173041445825,*,*,298.2173041445825,*
+76,2,1,21,299.1942802130968,*,299.1942802130968,*,*,*
+76,2,1,21,299.55354582694895,*,299.55354582694895,*,*,*
+76,2,1,21,297.4302127510254,*,297.4302127510254,*,*,297.4302127510254
+76,2,1,21,298.00162961236043,*,298.00162961236043,*,*,*
+77,2,1,21,295.44653537772973,295.44653537772973,295.44653537772973,*,295.44653537772973,295.44653537772973
+77,2,1,21,301.26795580310437,*,301.26795580310437,*,*,*
+77,2,1,21,296.3413143129798,*,*,*,*,*
+77,2,1,21,295.933183016306,*,295.933183016306,*,*,*
+77,2,1,21,295.2121167780195,*,*,*,*,*
+78,2,1,21,299.4270613052542,299.4270613052542,299.4270613052542,*,299.4270613052542,*
+78,2,1,21,294.05602426122164,*,294.05602426122164,294.05602426122164,*,294.05602426122164
+78,2,1,21,299.79776425999154,*,*,*,*,*
+78,2,1,21,302.9062916242538,*,302.9062916242538,302.9062916242538,*,302.9062916242538
+78,2,1,21,298.41445847262673,*,298.41445847262673,*,*,*
+79,2,1,21,295.3145591267357,295.3145591267357,295.3145591267357,*,295.3145591267357,*
+79,2,1,21,295.70644653488887,*,295.70644653488887,*,*,*
+79,2,1,21,299.44798120794536,*,*,*,*,*
+79,2,1,21,293.14657652068485,*,293.14657652068485,*,*,*
+79,2,1,21,297.8996997145326,*,297.8996997145326,*,*,*
+80,2,1,21,292.1271298813007,292.1271298813007,292.1271298813007,*,292.1271298813007,*
+80,2,1,21,299.0736160988002,*,299.0736160988002,*,*,*
+80,2,1,21,296.91688119250034,*,*,*,*,*
+80,2,1,21,295.18044807826317,*,*,*,*,295.18044807826317
+80,2,1,21,294.98458462447934,*,294.98458462447934,*,*,*
+81,2,1,21,299.5684298623257,299.5684298623257,299.5684298623257,*,299.5684298623257,*
+81,2,1,21,300.2868865068805,*,300.2868865068805,*,*,300.2868865068805
+81,2,1,21,299.36471628015346,*,299.36471628015346,*,*,*
+81,2,1,21,301.5981926259544,*,301.5981926259544,*,*,*
+81,2,1,21,299.19377757620657,*,*,*,*,*
+82,2,1,21,297.2357272673757,297.2357272673757,297.2357272673757,*,297.2357272673757,*
+82,2,1,21,299.5841129726534,*,*,299.5841129726534,*,299.5841129726534
+82,2,1,21,296.9336667078478,*,296.9336667078478,296.9336667078478,*,296.9336667078478
+82,2,1,21,298.2099903787565,*,298.2099903787565,*,*,*
+82,2,1,21,298.7933588023904,*,*,*,*,*
+83,2,1,21,299.2285392884956,299.2285392884956,299.2285392884956,299.2285392884956,299.2285392884956,299.2285392884956
+83,2,1,21,298.1229040733085,*,298.1229040733085,298.1229040733085,*,298.1229040733085
+83,2,1,21,296.907677673739,*,296.907677673739,296.907677673739,*,296.907677673739
+83,2,1,21,307.91537001102773,*,307.91537001102773,*,*,*
+83,2,1,21,296.2954030077059,*,296.2954030077059,296.2954030077059,*,296.2954030077059
+84,2,1,21,290.8697891330219,290.8697891330219,*,*,290.8697891330219,*
+84,2,1,21,301.787711889778,*,301.787711889778,*,*,*
+84,2,1,21,295.7601677135938,*,295.7601677135938,295.7601677135938,*,295.7601677135938
+84,2,1,21,300.63882585256,*,300.63882585256,300.63882585256,*,300.63882585256
+84,2,1,21,298.4494148111406,*,298.4494148111406,*,*,*
+85,2,1,21,301.21850477373283,301.21850477373283,301.21850477373283,*,301.21850477373283,*
+85,2,1,21,296.7228888672568,*,*,*,*,*
+85,2,1,21,297.27248361919874,*,297.27248361919874,297.27248361919874,*,297.27248361919874
+85,2,1,21,304.26211118518876,*,304.26211118518876,304.26211118518876,*,304.26211118518876
+85,2,1,21,300.498603843539,*,300.498603843539,300.498603843539,*,300.498603843539
+86,2,1,21,299.8749472600758,299.8749472600758,299.8749472600758,299.8749472600758,299.8749472600758,299.8749472600758
+86,2,1,21,303.4243343078215,*,303.4243343078215,*,*,*
+86,2,1,21,297.2431581589486,*,*,297.2431581589486,*,297.2431581589486
+86,2,1,21,295.93752051171685,*,295.93752051171685,295.93752051171685,*,295.93752051171685
+86,2,1,21,303.767005769185,*,303.767005769185,303.767005769185,*,303.767005769185
+87,2,1,21,293.41458298336283,293.41458298336283,*,*,*,*
+87,2,1,21,297.9151716654383,*,*,*,*,*
+87,2,1,21,307.19067965156586,*,307.19067965156586,307.19067965156586,*,307.19067965156586
+87,2,1,21,297.2005291663959,*,297.2005291663959,*,*,*
+87,2,1,21,301.5098637723595,*,*,301.5098637723595,*,301.5098637723595
+88,2,1,21,292.31633892983416,292.31633892983416,*,292.31633892983416,292.31633892983416,292.31633892983416
+88,2,1,21,295.3792291445404,*,*,*,*,*
+88,2,1,21,300.9917134142737,*,300.9917134142737,*,*,*
+88,2,1,21,295.2146252752756,*,295.2146252752756,295.2146252752756,*,295.2146252752756
+88,2,1,21,299.6393583961046,*,299.6393583961046,299.6393583961046,*,299.6393583961046
+89,2,1,21,298.2826300901084,298.2826300901084,298.2826300901084,*,298.2826300901084,*
+89,2,1,21,303.4295383883789,*,303.4295383883789,303.4295383883789,*,303.4295383883789
+89,2,1,21,297.2847427920443,*,297.2847427920443,297.2847427920443,*,297.2847427920443
+89,2,1,21,296.19020420006797,*,296.19020420006797,296.19020420006797,*,296.19020420006797
+89,2,1,21,299.95930174095673,*,299.95930174095673,*,*,*
+90,2,1,21,299.6207627594134,299.6207627594134,299.6207627594134,*,299.6207627594134,*
+90,2,1,21,298.5962096467271,*,298.5962096467271,298.5962096467271,*,298.5962096467271
+90,2,1,21,300.4540722263149,*,300.4540722263149,*,*,*
+90,2,1,21,295.91180824116907,*,295.91180824116907,*,*,*
+90,2,1,21,298.2177992290829,*,298.2177992290829,298.2177992290829,*,298.2177992290829
+91,2,1,21,302.0552665755,302.0552665755,*,302.0552665755,302.0552665755,302.0552665755
+91,2,1,21,302.0600117280118,*,302.0600117280118,*,*,*
+91,2,1,21,294.6032627223753,*,294.6032627223753,294.6032627223753,*,294.6032627223753
+91,2,1,21,303.6334512391944,*,303.6334512391944,303.6334512391944,*,303.6334512391944
+91,2,1,21,300.67282915330685,*,300.67282915330685,*,*,*
+92,2,1,21,295.6812495891109,295.6812495891109,295.6812495891109,*,*,*
+92,2,1,21,300.05712682032754,*,300.05712682032754,*,*,300.05712682032754
+92,2,1,21,300.91870567800527,*,*,*,*,*
+92,2,1,21,306.9866169440749,*,306.9866169440749,*,*,*
+92,2,1,21,297.4092898257901,*,*,*,*,*
+93,2,1,21,305.3423850817752,305.3423850817752,305.3423850817752,*,305.3423850817752,*
+93,2,1,21,296.59540096801334,*,296.59540096801334,*,*,296.59540096801334
+93,2,1,21,294.5077224972722,*,294.5077224972722,*,*,*
+93,2,1,21,304.7618222158399,*,304.7618222158399,*,*,*
+93,2,1,21,301.161263533076,*,301.161263533076,*,*,*
+94,2,1,21,300.61473525922014,300.61473525922014,300.61473525922014,*,300.61473525922014,*
+94,2,1,21,301.71380385232527,*,*,*,*,*
+94,2,1,21,298.98552412242026,*,298.98552412242026,*,*,*
+94,2,1,21,296.39058721448356,*,296.39058721448356,*,*,296.39058721448356
+94,2,1,21,301.13182082157095,*,301.13182082157095,*,*,*
+95,2,1,21,299.95469827324644,299.95469827324644,299.95469827324644,299.95469827324644,*,299.95469827324644
+95,2,1,21,296.56823637757816,*,*,296.56823637757816,*,296.56823637757816
+95,2,1,21,298.9814088830567,*,298.9814088830567,*,*,*
+95,2,1,21,297.3491644636249,*,297.3491644636249,*,*,*
+95,2,1,21,296.8674867109052,*,296.8674867109052,*,*,*
+96,2,1,21,301.91405521189546,301.91405521189546,301.91405521189546,*,301.91405521189546,*
+96,2,1,21,299.9272118332907,*,299.9272118332907,*,*,*
+96,2,1,21,298.33247627996417,*,298.33247627996417,*,*,*
+96,2,1,21,300.53306519116734,*,*,*,*,*
+96,2,1,21,300.62095289416635,*,300.62095289416635,*,*,*
+97,2,1,21,295.5899904478511,295.5899904478511,295.5899904478511,*,295.5899904478511,*
+97,2,1,21,301.1765242228524,*,301.1765242228524,301.1765242228524,*,301.1765242228524
+97,2,1,21,296.23483115655347,*,296.23483115655347,*,*,*
+97,2,1,21,300.90342440053524,*,300.90342440053524,300.90342440053524,*,300.90342440053524
+97,2,1,21,298.05500974431294,*,298.05500974431294,298.05500974431294,*,298.05500974431294
+98,2,1,21,294.8612757369338,294.8612757369338,294.8612757369338,294.8612757369338,294.8612757369338,294.8612757369338
+98,2,1,21,299.98397257266924,*,*,*,*,*
+98,2,1,21,299.13594294799213,*,299.13594294799213,*,*,*
+98,2,1,21,300.9703873907589,*,*,300.9703873907589,*,300.9703873907589
+98,2,1,21,301.5621661100972,*,*,*,*,*
+99,2,1,21,298.6902926710229,298.6902926710229,298.6902926710229,298.6902926710229,298.6902926710229,298.6902926710229
+99,2,1,21,299.78400956440913,*,299.78400956440913,*,*,*
+99,2,1,21,298.5624744468198,*,298.5624744468198,298.5624744468198,*,298.5624744468198
+99,2,1,21,296.14457141251034,*,296.14457141251034,*,*,*
+99,2,1,21,304.4256357293849,*,*,*,*,*
+100,2,1,21,297.4040414189166,297.4040414189166,297.4040414189166,*,*,*
+100,2,1,21,297.56168350575916,*,297.56168350575916,*,*,*
+100,2,1,21,298.7010988724682,*,298.7010988724682,298.7010988724682,*,298.7010988724682
+100,2,1,21,301.3056339096607,*,301.3056339096607,*,*,*
+100,2,1,21,299.06470076613243,*,299.06470076613243,299.06470076613243,*,299.06470076613243
+1,2,2,22,297.4422737890665,297.4422737890665,*,*,297.4422737890665,*
+1,2,2,22,293.38813884434035,*,293.38813884434035,*,*,*
+1,2,2,22,300.88882127755363,*,300.88882127755363,*,*,*
+1,2,2,22,295.9576975143154,*,295.9576975143154,*,*,*
+1,2,2,22,295.24239875041934,*,295.24239875041934,*,*,295.24239875041934
+2,2,2,22,294.6366993226568,294.6366993226568,294.6366993226568,294.6366993226568,294.6366993226568,294.6366993226568
+2,2,2,22,300.4701583058162,*,300.4701583058162,*,*,*
+2,2,2,22,299.9027303268014,*,*,299.9027303268014,*,299.9027303268014
+2,2,2,22,295.5390875493201,*,295.5390875493201,295.5390875493201,*,295.5390875493201
+2,2,2,22,297.1567608129014,*,*,*,*,*
+3,2,2,22,302.4952021654112,302.4952021654112,302.4952021654112,*,302.4952021654112,*
+3,2,2,22,303.729518736922,*,*,303.729518736922,*,303.729518736922
+3,2,2,22,299.513521633231,*,*,299.513521633231,*,299.513521633231
+3,2,2,22,294.53578671165513,*,294.53578671165513,*,*,*
+3,2,2,22,293.9413789023507,*,*,293.9413789023507,*,293.9413789023507
+4,2,2,22,295.7562494220004,295.7562494220004,295.7562494220004,*,295.7562494220004,*
+4,2,2,22,294.2247377381968,*,294.2247377381968,*,*,*
+4,2,2,22,297.5514681909994,*,297.5514681909994,*,*,*
+4,2,2,22,292.70119543337853,*,292.70119543337853,*,*,292.70119543337853
+4,2,2,22,299.8448421594435,*,299.8448421594435,*,*,*
+5,2,2,22,298.57361059867554,298.57361059867554,298.57361059867554,298.57361059867554,298.57361059867554,298.57361059867554
+5,2,2,22,294.94792890460974,*,*,294.94792890460974,*,294.94792890460974
+5,2,2,22,299.1131043452664,*,299.1131043452664,*,*,*
+5,2,2,22,296.77803551984374,*,296.77803551984374,296.77803551984374,*,296.77803551984374
+5,2,2,22,294.00029958520224,*,294.00029958520224,*,*,*
+6,2,2,22,297.4253690777587,297.4253690777587,*,297.4253690777587,297.4253690777587,297.4253690777587
+6,2,2,22,295.37705795326366,*,295.37705795326366,295.37705795326366,*,295.37705795326366
+6,2,2,22,294.4639266395728,*,294.4639266395728,*,*,*
+6,2,2,22,296.41315131200275,*,*,296.41315131200275,*,296.41315131200275
+6,2,2,22,294.2231802697744,*,294.2231802697744,294.2231802697744,*,294.2231802697744
+7,2,2,22,305.9422755820423,305.9422755820423,305.9422755820423,*,305.9422755820423,*
+7,2,2,22,301.46128064397675,*,301.46128064397675,301.46128064397675,*,301.46128064397675
+7,2,2,22,296.68093007408453,*,*,*,*,*
+7,2,2,22,299.02592247145714,*,299.02592247145714,299.02592247145714,*,299.02592247145714
+7,2,2,22,297.530605612332,*,*,*,*,*
+8,2,2,22,296.09956841160147,296.09956841160147,296.09956841160147,*,296.09956841160147,*
+8,2,2,22,299.1410819285088,*,299.1410819285088,*,*,299.1410819285088
+8,2,2,22,302.63927926005124,*,302.63927926005124,*,*,*
+8,2,2,22,295.7977477096383,*,295.7977477096383,*,*,*
+8,2,2,22,299.981025037553,*,*,*,*,*
+9,2,2,22,297.62192281918186,297.62192281918186,297.62192281918186,297.62192281918186,297.62192281918186,297.62192281918186
+9,2,2,22,301.49693127005696,*,301.49693127005696,301.49693127005696,*,301.49693127005696
+9,2,2,22,297.5875066838155,*,297.5875066838155,297.5875066838155,*,297.5875066838155
+9,2,2,22,293.6593802818067,*,*,293.6593802818067,*,293.6593802818067
+9,2,2,22,292.90602456205073,*,292.90602456205073,292.90602456205073,*,292.90602456205073
+10,2,2,22,299.2713076764518,299.2713076764518,299.2713076764518,299.2713076764518,299.2713076764518,299.2713076764518
+10,2,2,22,292.8709814882772,*,*,*,*,*
+10,2,2,22,296.73470852255093,*,296.73470852255093,*,*,*
+10,2,2,22,298.12960149883446,*,*,*,*,*
+10,2,2,22,301.5075621758563,*,*,301.5075621758563,*,301.5075621758563
+11,2,2,22,294.70588063261204,294.70588063261204,294.70588063261204,*,294.70588063261204,*
+11,2,2,22,300.9563966774726,*,300.9563966774726,*,*,*
+11,2,2,22,296.9876966690581,*,296.9876966690581,*,*,*
+11,2,2,22,301.25910266994447,*,301.25910266994447,301.25910266994447,*,301.25910266994447
+11,2,2,22,302.1807925716415,*,302.1807925716415,302.1807925716415,*,302.1807925716415
+12,2,2,22,298.731719960171,298.731719960171,298.731719960171,*,298.731719960171,*
+12,2,2,22,293.2591071808691,*,293.2591071808691,293.2591071808691,*,293.2591071808691
+12,2,2,22,297.08526247937516,*,*,297.08526247937516,*,297.08526247937516
+12,2,2,22,299.9128492640563,*,*,*,*,*
+12,2,2,22,292.2211848848543,*,292.2211848848543,292.2211848848543,*,292.2211848848543
+13,2,2,22,293.42325312932206,293.42325312932206,293.42325312932206,*,293.42325312932206,*
+13,2,2,22,298.0804617247788,*,298.0804617247788,298.0804617247788,*,298.0804617247788
+13,2,2,22,295.61147372017956,*,295.61147372017956,*,*,*
+13,2,2,22,299.1831939214502,*,299.1831939214502,299.1831939214502,*,299.1831939214502
+13,2,2,22,301.160846306511,*,301.160846306511,*,*,*
+14,2,2,22,296.19477642908726,296.19477642908726,296.19477642908726,*,296.19477642908726,*
+14,2,2,22,295.9887196799403,*,295.9887196799403,*,*,*
+14,2,2,22,294.18601195513264,*,294.18601195513264,*,*,*
+14,2,2,22,290.11554993635565,*,290.11554993635565,*,*,*
+14,2,2,22,299.5442899605739,*,*,*,*,299.5442899605739
+15,2,2,22,298.83385967139253,298.83385967139253,298.83385967139253,298.83385967139253,*,298.83385967139253
+15,2,2,22,293.0446879113014,*,293.0446879113014,*,*,*
+15,2,2,22,297.43838145308166,*,297.43838145308166,*,*,*
+15,2,2,22,298.28130765790434,*,298.28130765790434,298.28130765790434,*,298.28130765790434
+15,2,2,22,297.59994962768786,*,297.59994962768786,*,*,*
+16,2,2,22,297.5050399295364,297.5050399295364,297.5050399295364,297.5050399295364,297.5050399295364,297.5050399295364
+16,2,2,22,297.64495950076576,*,297.64495950076576,297.64495950076576,*,297.64495950076576
+16,2,2,22,299.12804573956305,*,*,299.12804573956305,*,299.12804573956305
+16,2,2,22,299.79903393543714,*,*,299.79903393543714,*,299.79903393543714
+16,2,2,22,296.40867915940436,*,*,*,*,*
+17,2,2,22,297.4844312363909,297.4844312363909,297.4844312363909,*,297.4844312363909,*
+17,2,2,22,302.13905987721137,*,302.13905987721137,302.13905987721137,*,302.13905987721137
+17,2,2,22,299.11230264720683,*,299.11230264720683,*,*,*
+17,2,2,22,300.20081522069216,*,300.20081522069216,300.20081522069216,*,300.20081522069216
+17,2,2,22,294.04787962771536,*,*,*,*,*
+18,2,2,22,299.24149281793484,299.24149281793484,*,299.24149281793484,299.24149281793484,299.24149281793484
+18,2,2,22,299.44538525433495,*,299.44538525433495,*,*,*
+18,2,2,22,298.1850258830592,*,*,298.1850258830592,*,298.1850258830592
+18,2,2,22,295.0412753768522,*,295.0412753768522,295.0412753768522,*,295.0412753768522
+18,2,2,22,294.39143460373407,*,294.39143460373407,294.39143460373407,*,294.39143460373407
+19,2,2,22,294.96235778224786,294.96235778224786,294.96235778224786,294.96235778224786,294.96235778224786,294.96235778224786
+19,2,2,22,295.9122647759046,*,295.9122647759046,*,*,*
+19,2,2,22,294.22216067370607,*,294.22216067370607,294.22216067370607,*,294.22216067370607
+19,2,2,22,296.3141468640589,*,*,*,*,*
+19,2,2,22,292.9562638630623,*,292.9562638630623,*,*,*
+20,2,2,22,300.3467609858004,300.3467609858004,300.3467609858004,*,*,*
+20,2,2,22,300.2678372081808,*,300.2678372081808,*,*,*
+20,2,2,22,302.6555305804667,*,*,302.6555305804667,*,302.6555305804667
+20,2,2,22,296.8885409281554,*,296.8885409281554,296.8885409281554,*,296.8885409281554
+20,2,2,22,300.0026455102935,*,300.0026455102935,300.0026455102935,*,300.0026455102935
+21,2,2,22,302.01924653995553,302.01924653995553,302.01924653995553,302.01924653995553,302.01924653995553,302.01924653995553
+21,2,2,22,298.1859215770944,*,298.1859215770944,298.1859215770944,*,298.1859215770944
+21,2,2,22,300.197380000954,*,300.197380000954,300.197380000954,*,300.197380000954
+21,2,2,22,298.34054071605743,*,298.34054071605743,298.34054071605743,*,298.34054071605743
+21,2,2,22,300.10756293666543,*,300.10756293666543,*,*,*
+22,2,2,22,295.7345838074385,295.7345838074385,*,*,295.7345838074385,*
+22,2,2,22,298.0520132474981,*,298.0520132474981,298.0520132474981,*,298.0520132474981
+22,2,2,22,300.4072509843885,*,*,*,*,*
+22,2,2,22,301.76080224363574,*,301.76080224363574,*,*,*
+22,2,2,22,299.89434105032103,*,299.89434105032103,299.89434105032103,*,299.89434105032103
+23,2,2,22,298.85373199868417,298.85373199868417,298.85373199868417,298.85373199868417,298.85373199868417,298.85373199868417
+23,2,2,22,302.61381523832915,*,302.61381523832915,302.61381523832915,*,302.61381523832915
+23,2,2,22,293.23823247480703,*,*,293.23823247480703,*,293.23823247480703
+23,2,2,22,299.13373040559037,*,*,299.13373040559037,*,299.13373040559037
+23,2,2,22,291.63105189180516,*,291.63105189180516,*,*,*
+24,2,2,22,296.58801561801533,296.58801561801533,*,*,296.58801561801533,*
+24,2,2,22,302.1541579034176,*,*,*,*,*
+24,2,2,22,297.922984211445,*,*,297.922984211445,*,297.922984211445
+24,2,2,22,296.6652450598909,*,*,296.6652450598909,*,296.6652450598909
+24,2,2,22,298.40496805768953,*,298.40496805768953,298.40496805768953,*,298.40496805768953
+25,2,2,22,300.4119662257501,300.4119662257501,300.4119662257501,300.4119662257501,300.4119662257501,300.4119662257501
+25,2,2,22,294.3131200722232,*,294.3131200722232,294.3131200722232,*,294.3131200722232
+25,2,2,22,295.0838901307567,*,295.0838901307567,*,*,*
+25,2,2,22,296.65018888604334,*,296.65018888604334,296.65018888604334,*,296.65018888604334
+25,2,2,22,298.5774698225386,*,298.5774698225386,298.5774698225386,*,298.5774698225386
+26,2,2,22,296.38986770914414,296.38986770914414,296.38986770914414,*,*,*
+26,2,2,22,305.5892744070526,*,305.5892744070526,*,*,305.5892744070526
+26,2,2,22,301.251805943876,*,301.251805943876,*,*,*
+26,2,2,22,305.08515540373963,*,305.08515540373963,*,*,*
+26,2,2,22,301.3235644198369,*,*,*,*,*
+27,2,2,22,299.2605605773796,299.2605605773796,299.2605605773796,299.2605605773796,299.2605605773796,299.2605605773796
+27,2,2,22,302.0809109894656,*,302.0809109894656,*,*,*
+27,2,2,22,299.4042293591927,*,*,299.4042293591927,*,299.4042293591927
+27,2,2,22,301.12169185718426,*,301.12169185718426,*,*,*
+27,2,2,22,307.87580667677247,*,*,*,*,*
+28,2,2,22,302.1246351856041,302.1246351856041,302.1246351856041,302.1246351856041,*,302.1246351856041
+28,2,2,22,305.1204795572869,*,305.1204795572869,305.1204795572869,*,305.1204795572869
+28,2,2,22,302.3664816901045,*,302.3664816901045,302.3664816901045,*,302.3664816901045
+28,2,2,22,304.62121760005647,*,304.62121760005647,304.62121760005647,*,304.62121760005647
+28,2,2,22,307.6317230261736,*,*,*,*,*
+29,2,2,22,301.5357566665472,301.5357566665472,301.5357566665472,*,301.5357566665472,*
+29,2,2,22,305.92231275256137,*,305.92231275256137,*,*,*
+29,2,2,22,303.7032065231246,*,303.7032065231246,*,*,*
+29,2,2,22,299.3283649500479,*,299.3283649500479,*,*,*
+29,2,2,22,300.442729694799,*,*,*,*,*
+30,2,2,22,302.90824366824614,302.90824366824614,302.90824366824614,302.90824366824614,302.90824366824614,302.90824366824614
+30,2,2,22,302.8467692896453,*,302.8467692896453,302.8467692896453,*,302.8467692896453
+30,2,2,22,300.5595630881214,*,300.5595630881214,300.5595630881214,*,300.5595630881214
+30,2,2,22,298.8099598627437,*,298.8099598627437,298.8099598627437,*,298.8099598627437
+30,2,2,22,297.13159521867607,*,*,*,*,*
+31,2,2,22,299.43042477522073,299.43042477522073,*,*,*,*
+31,2,2,22,303.0276067389341,*,303.0276067389341,303.0276067389341,*,303.0276067389341
+31,2,2,22,301.84879222094645,*,*,301.84879222094645,*,301.84879222094645
+31,2,2,22,305.49632423006307,*,305.49632423006307,305.49632423006307,*,305.49632423006307
+31,2,2,22,303.2387676165722,*,303.2387676165722,303.2387676165722,*,303.2387676165722
+32,2,2,22,300.7208718251628,300.7208718251628,300.7208718251628,*,*,*
+32,2,2,22,298.7781283529128,*,298.7781283529128,*,*,*
+32,2,2,22,304.92832828476475,*,304.92832828476475,*,*,*
+32,2,2,22,305.0096425640758,*,305.0096425640758,*,*,305.0096425640758
+32,2,2,22,297.9122197541157,*,297.9122197541157,*,*,*
+33,2,2,22,305.83051828130436,305.83051828130436,*,*,305.83051828130436,*
+33,2,2,22,299.1811865861753,*,299.1811865861753,299.1811865861753,*,299.1811865861753
+33,2,2,22,300.79272451501623,*,300.79272451501623,300.79272451501623,*,300.79272451501623
+33,2,2,22,301.1365839869312,*,301.1365839869312,301.1365839869312,*,301.1365839869312
+33,2,2,22,304.7286499254429,*,304.7286499254429,*,*,*
+34,2,2,22,296.7482490505949,296.7482490505949,296.7482490505949,*,296.7482490505949,296.7482490505949
+34,2,2,22,296.8407608351661,*,*,*,*,*
+34,2,2,22,302.7508906294143,*,302.7508906294143,*,*,*
+34,2,2,22,301.3693415830135,*,301.3693415830135,*,*,*
+34,2,2,22,302.471054413913,*,302.471054413913,*,*,*
+35,2,2,22,300.76285501457033,300.76285501457033,300.76285501457033,*,300.76285501457033,*
+35,2,2,22,303.5014039830762,*,303.5014039830762,303.5014039830762,*,303.5014039830762
+35,2,2,22,303.52512322541304,*,303.52512322541304,303.52512322541304,*,303.52512322541304
+35,2,2,22,304.9515927043833,*,*,*,*,*
+35,2,2,22,299.1835296696805,*,299.1835296696805,299.1835296696805,*,299.1835296696805
+36,2,2,22,300.7642264109509,300.7642264109509,300.7642264109509,*,300.7642264109509,*
+36,2,2,22,301.5038869425397,*,301.5038869425397,*,*,*
+36,2,2,22,305.2837819338471,*,*,*,*,*
+36,2,2,22,302.72530518710124,*,*,*,*,*
+36,2,2,22,301.1798956687617,*,301.1798956687617,*,*,*
+37,2,2,22,302.1104228986752,302.1104228986752,302.1104228986752,302.1104228986752,302.1104228986752,302.1104228986752
+37,2,2,22,306.3774295803661,*,306.3774295803661,*,*,*
+37,2,2,22,294.17813107634635,*,294.17813107634635,*,*,*
+37,2,2,22,300.8620658124965,*,*,*,*,*
+37,2,2,22,307.2380551251988,*,307.2380551251988,307.2380551251988,*,307.2380551251988
+38,2,2,22,302.5226134362722,302.5226134362722,302.5226134362722,302.5226134362722,302.5226134362722,302.5226134362722
+38,2,2,22,298.7366437951743,*,298.7366437951743,298.7366437951743,*,298.7366437951743
+38,2,2,22,300.82097847613056,*,300.82097847613056,300.82097847613056,*,300.82097847613056
+38,2,2,22,298.72652445244154,*,298.72652445244154,298.72652445244154,*,298.72652445244154
+38,2,2,22,303.3650404920974,*,303.3650404920974,303.3650404920974,*,303.3650404920974
+39,2,2,22,303.8641305883297,303.8641305883297,303.8641305883297,303.8641305883297,303.8641305883297,303.8641305883297
+39,2,2,22,301.40485200901816,*,301.40485200901816,*,*,*
+39,2,2,22,305.94963905146,*,305.94963905146,305.94963905146,*,305.94963905146
+39,2,2,22,305.0449739558793,*,305.0449739558793,305.0449739558793,*,305.0449739558793
+39,2,2,22,303.550022304242,*,303.550022304242,*,*,*
+40,2,2,22,311.82175864445304,311.82175864445304,311.82175864445304,*,*,*
+40,2,2,22,305.75919436024407,*,305.75919436024407,*,*,*
+40,2,2,22,308.0857607894472,*,308.0857607894472,308.0857607894472,*,308.0857607894472
+40,2,2,22,303.70473777484614,*,*,303.70473777484614,*,303.70473777484614
+40,2,2,22,303.63844156537294,*,*,303.63844156537294,*,303.63844156537294
+41,2,2,22,304.7242416442902,304.7242416442902,304.7242416442902,304.7242416442902,*,304.7242416442902
+41,2,2,22,307.68335699703914,*,*,*,*,*
+41,2,2,22,303.3292890795099,*,303.3292890795099,303.3292890795099,*,303.3292890795099
+41,2,2,22,306.44820363646505,*,*,306.44820363646505,*,306.44820363646505
+41,2,2,22,298.7309488265502,*,298.7309488265502,*,*,*
+42,2,2,22,307.36071523953143,307.36071523953143,307.36071523953143,307.36071523953143,307.36071523953143,307.36071523953143
+42,2,2,22,303.6317857596402,*,303.6317857596402,303.6317857596402,*,303.6317857596402
+42,2,2,22,302.0991219710152,*,302.0991219710152,302.0991219710152,*,302.0991219710152
+42,2,2,22,305.77910911653396,*,*,*,*,*
+42,2,2,22,299.563034456132,*,299.563034456132,*,*,*
+43,2,2,22,299.34034140011295,299.34034140011295,*,*,299.34034140011295,299.34034140011295
+43,2,2,22,297.4375046448105,*,*,*,*,*
+43,2,2,22,304.70596587406226,*,304.70596587406226,*,*,*
+43,2,2,22,307.75083975353994,*,307.75083975353994,*,*,*
+43,2,2,22,301.2753807520298,*,301.2753807520298,*,*,*
+44,2,2,22,296.41024013966756,296.41024013966756,296.41024013966756,296.41024013966756,296.41024013966756,296.41024013966756
+44,2,2,22,299.3102972835081,*,299.3102972835081,299.3102972835081,*,299.3102972835081
+44,2,2,22,298.85586893501915,*,298.85586893501915,*,*,*
+44,2,2,22,299.32449298412314,*,299.32449298412314,*,*,*
+44,2,2,22,297.57297788650754,*,297.57297788650754,*,*,*
+45,2,2,22,303.48220680215604,303.48220680215604,303.48220680215604,303.48220680215604,303.48220680215604,303.48220680215604
+45,2,2,22,302.51172102836983,*,302.51172102836983,302.51172102836983,*,302.51172102836983
+45,2,2,22,297.0650210210464,*,297.0650210210464,297.0650210210464,*,297.0650210210464
+45,2,2,22,298.7099532580226,*,298.7099532580226,*,*,*
+45,2,2,22,300.5096830064658,*,300.5096830064658,300.5096830064658,*,300.5096830064658
+46,2,2,22,304.80551466378597,304.80551466378597,*,304.80551466378597,304.80551466378597,304.80551466378597
+46,2,2,22,301.88686156780074,*,301.88686156780074,301.88686156780074,*,301.88686156780074
+46,2,2,22,304.54388869209555,*,304.54388869209555,304.54388869209555,*,304.54388869209555
+46,2,2,22,305.1473124395432,*,305.1473124395432,*,*,*
+46,2,2,22,303.91658235945204,*,303.91658235945204,*,*,*
+47,2,2,22,299.56670934622593,299.56670934622593,299.56670934622593,*,299.56670934622593,*
+47,2,2,22,306.5133483676619,*,306.5133483676619,306.5133483676619,*,306.5133483676619
+47,2,2,22,300.53691038396335,*,300.53691038396335,*,*,*
+47,2,2,22,304.45049973908266,*,304.45049973908266,*,*,*
+47,2,2,22,301.5820332164988,*,301.5820332164988,301.5820332164988,*,301.5820332164988
+48,2,2,22,307.7136104428134,307.7136104428134,307.7136104428134,*,307.7136104428134,*
+48,2,2,22,302.9661323918231,*,302.9661323918231,*,*,*
+48,2,2,22,309.11662719073064,*,309.11662719073064,*,*,*
+48,2,2,22,296.68556164283524,*,296.68556164283524,*,*,296.68556164283524
+48,2,2,22,299.0887441399245,*,299.0887441399245,*,*,*
+49,2,2,22,304.2513216316854,304.2513216316854,304.2513216316854,304.2513216316854,304.2513216316854,304.2513216316854
+49,2,2,22,303.8845361676684,*,*,*,*,*
+49,2,2,22,298.5036892310341,*,298.5036892310341,298.5036892310341,*,298.5036892310341
+49,2,2,22,304.64035200573653,*,304.64035200573653,*,*,*
+49,2,2,22,305.6351366874477,*,*,*,*,*
+50,2,2,22,296.6116425789787,296.6116425789787,296.6116425789787,*,296.6116425789787,*
+50,2,2,22,303.6704305640248,*,303.6704305640248,303.6704305640248,*,303.6704305640248
+50,2,2,22,300.10879254778285,*,300.10879254778285,*,*,*
+50,2,2,22,300.364666495796,*,*,300.364666495796,*,300.364666495796
+50,2,2,22,303.50500677678707,*,303.50500677678707,*,*,*
+51,2,2,22,299.0832258965109,299.0832258965109,299.0832258965109,*,299.0832258965109,*
+51,2,2,22,291.9878169251456,*,291.9878169251456,*,*,*
+51,2,2,22,295.19774560248396,*,*,295.19774560248396,*,295.19774560248396
+51,2,2,22,294.2503901692172,*,*,294.2503901692172,*,294.2503901692172
+51,2,2,22,299.1182075745106,*,*,*,*,*
+52,2,2,22,295.4918047244604,295.4918047244604,295.4918047244604,295.4918047244604,295.4918047244604,295.4918047244604
+52,2,2,22,298.2597667035565,*,298.2597667035565,*,*,*
+52,2,2,22,304.75900412301957,*,304.75900412301957,304.75900412301957,*,304.75900412301957
+52,2,2,22,301.49856619674676,*,301.49856619674676,301.49856619674676,*,301.49856619674676
+52,2,2,22,299.41991736677716,*,*,299.41991736677716,*,299.41991736677716
+53,2,2,22,297.30924913877584,297.30924913877584,297.30924913877584,*,297.30924913877584,*
+53,2,2,22,299.5514997302768,*,*,*,*,*
+53,2,2,22,293.2432893639819,*,293.2432893639819,*,*,*
+53,2,2,22,298.5952735218287,*,298.5952735218287,298.5952735218287,*,298.5952735218287
+53,2,2,22,298.7218985721678,*,298.7218985721678,298.7218985721678,*,298.7218985721678
+54,2,2,22,294.7515953666381,294.7515953666381,294.7515953666381,*,294.7515953666381,*
+54,2,2,22,298.17713368315196,*,298.17713368315196,*,*,*
+54,2,2,22,297.17762244135554,*,297.17762244135554,*,*,297.17762244135554
+54,2,2,22,303.6737558448299,*,*,*,*,*
+54,2,2,22,299.55815672128506,*,299.55815672128506,*,*,*
+55,2,2,22,292.306097768353,292.306097768353,*,292.306097768353,*,292.306097768353
+55,2,2,22,298.5024195418208,*,298.5024195418208,*,*,*
+55,2,2,22,296.51008617935184,*,*,296.51008617935184,*,296.51008617935184
+55,2,2,22,296.5277054867562,*,296.5277054867562,*,*,*
+55,2,2,22,297.28739535283836,*,297.28739535283836,*,*,*
+56,2,2,22,302.00565542316855,302.00565542316855,302.00565542316855,302.00565542316855,302.00565542316855,302.00565542316855
+56,2,2,22,298.55643407007415,*,298.55643407007415,298.55643407007415,*,298.55643407007415
+56,2,2,22,300.44425958369055,*,300.44425958369055,300.44425958369055,*,300.44425958369055
+56,2,2,22,301.3834224665437,*,*,301.3834224665437,*,301.3834224665437
+56,2,2,22,297.20347997153584,*,297.20347997153584,297.20347997153584,*,297.20347997153584
+57,2,2,22,301.718707022912,301.718707022912,301.718707022912,*,301.718707022912,*
+57,2,2,22,294.31851255185796,*,*,294.31851255185796,*,294.31851255185796
+57,2,2,22,297.2763057540711,*,297.2763057540711,297.2763057540711,*,297.2763057540711
+57,2,2,22,302.8402384382113,*,302.8402384382113,*,*,*
+57,2,2,22,299.95893743204493,*,299.95893743204493,299.95893743204493,*,299.95893743204493
+58,2,2,22,299.6674697700257,299.6674697700257,*,299.6674697700257,*,299.6674697700257
+58,2,2,22,298.8277403609176,*,298.8277403609176,298.8277403609176,*,298.8277403609176
+58,2,2,22,295.962955441746,*,295.962955441746,295.962955441746,*,295.962955441746
+58,2,2,22,296.9460655326252,*,296.9460655326252,296.9460655326252,*,296.9460655326252
+58,2,2,22,302.0762733177064,*,302.0762733177064,*,*,*
+59,2,2,22,295.1822077178862,295.1822077178862,295.1822077178862,*,295.1822077178862,*
+59,2,2,22,299.58096879240236,*,299.58096879240236,*,*,*
+59,2,2,22,296.5280173065293,*,296.5280173065293,*,*,*
+59,2,2,22,303.5082392121921,*,303.5082392121921,*,*,*
+59,2,2,22,298.8659409312177,*,298.8659409312177,*,*,298.8659409312177
+60,2,2,22,301.3675837367782,301.3675837367782,301.3675837367782,301.3675837367782,301.3675837367782,301.3675837367782
+60,2,2,22,302.43472862868026,*,302.43472862868026,*,*,*
+60,2,2,22,298.6213264616938,*,298.6213264616938,*,*,*
+60,2,2,22,303.1123630745274,*,303.1123630745274,303.1123630745274,*,303.1123630745274
+60,2,2,22,296.8071585053028,*,296.8071585053028,*,*,*
+61,2,2,22,298.34035783184635,298.34035783184635,*,298.34035783184635,298.34035783184635,298.34035783184635
+61,2,2,22,300.09811985342947,*,300.09811985342947,*,*,*
+61,2,2,22,302.5975985831816,*,302.5975985831816,302.5975985831816,*,302.5975985831816
+61,2,2,22,297.27128014205437,*,297.27128014205437,297.27128014205437,*,297.27128014205437
+61,2,2,22,300.5963762591081,*,300.5963762591081,*,*,*
+62,2,2,22,299.8437737226484,299.8437737226484,*,*,299.8437737226484,*
+62,2,2,22,300.08319545770263,*,300.08319545770263,*,*,*
+62,2,2,22,299.0122753164769,*,299.0122753164769,*,*,*
+62,2,2,22,296.7391736339721,*,296.7391736339721,296.7391736339721,*,296.7391736339721
+62,2,2,22,299.48628792766635,*,299.48628792766635,299.48628792766635,*,299.48628792766635
+63,2,2,22,300.54708752550863,300.54708752550863,300.54708752550863,*,*,*
+63,2,2,22,299.03975079861607,*,299.03975079861607,*,*,*
+63,2,2,22,296.27230329196595,*,*,*,*,*
+63,2,2,22,294.86736483974,*,294.86736483974,*,*,*
+63,2,2,22,301.9792368389617,*,301.9792368389617,*,*,*
+64,2,2,22,299.190660058471,299.190660058471,299.190660058471,*,299.190660058471,*
+64,2,2,22,295.79358980349406,*,*,*,*,*
+64,2,2,22,300.7586883122076,*,300.7586883122076,300.7586883122076,*,300.7586883122076
+64,2,2,22,297.6451187754666,*,297.6451187754666,297.6451187754666,*,297.6451187754666
+64,2,2,22,303.43359883784063,*,*,303.43359883784063,*,303.43359883784063
+65,2,2,22,298.0381745432524,298.0381745432524,298.0381745432524,298.0381745432524,298.0381745432524,298.0381745432524
+65,2,2,22,294.68296303949694,*,294.68296303949694,294.68296303949694,*,294.68296303949694
+65,2,2,22,298.82669920431556,*,298.82669920431556,298.82669920431556,*,298.82669920431556
+65,2,2,22,297.61214756631205,*,*,297.61214756631205,*,297.61214756631205
+65,2,2,22,301.1578281328069,*,301.1578281328069,301.1578281328069,*,301.1578281328069
+66,2,2,22,299.919469373712,299.919469373712,299.919469373712,*,*,*
+66,2,2,22,298.12307750969586,*,298.12307750969586,298.12307750969586,*,298.12307750969586
+66,2,2,22,303.60008769359695,*,303.60008769359695,*,*,*
+66,2,2,22,302.38640060923683,*,302.38640060923683,302.38640060923683,*,302.38640060923683
+66,2,2,22,297.668329405306,*,297.668329405306,297.668329405306,*,297.668329405306
+67,2,2,22,298.62467135322504,298.62467135322504,298.62467135322504,298.62467135322504,298.62467135322504,298.62467135322504
+67,2,2,22,296.1083756161086,*,296.1083756161086,*,*,*
+67,2,2,22,296.87554726253916,*,296.87554726253916,*,*,*
+67,2,2,22,301.1470040792297,*,*,301.1470040792297,*,301.1470040792297
+67,2,2,22,301.6476987859091,*,301.6476987859091,*,*,*
+68,2,2,22,302.6314209999043,302.6314209999043,*,*,302.6314209999043,*
+68,2,2,22,297.3414350687509,*,297.3414350687509,*,*,*
+68,2,2,22,298.0825969802549,*,298.0825969802549,*,*,298.0825969802549
+68,2,2,22,297.4822559928841,*,297.4822559928841,*,*,*
+68,2,2,22,294.9946059946741,*,*,*,*,*
+69,2,2,22,300.5226121076616,300.5226121076616,*,300.5226121076616,300.5226121076616,300.5226121076616
+69,2,2,22,300.44766764956006,*,300.44766764956006,300.44766764956006,*,300.44766764956006
+69,2,2,22,303.30462222807915,*,303.30462222807915,*,*,*
+69,2,2,22,308.40298682881826,*,308.40298682881826,*,*,*
+69,2,2,22,299.6965778679889,*,*,299.6965778679889,*,299.6965778679889
+70,2,2,22,304.09167014876317,304.09167014876317,304.09167014876317,*,304.09167014876317,*
+70,2,2,22,297.46560664196744,*,297.46560664196744,*,*,*
+70,2,2,22,303.360380125847,*,303.360380125847,*,*,*
+70,2,2,22,297.70411706916633,*,*,297.70411706916633,*,297.70411706916633
+70,2,2,22,301.8363900108451,*,301.8363900108451,301.8363900108451,*,301.8363900108451
+71,2,2,22,306.0335005748145,306.0335005748145,306.0335005748145,306.0335005748145,306.0335005748145,306.0335005748145
+71,2,2,22,300.59486971283815,*,*,300.59486971283815,*,300.59486971283815
+71,2,2,22,299.68054697386964,*,*,299.68054697386964,*,299.68054697386964
+71,2,2,22,293.8119938294947,*,293.8119938294947,293.8119938294947,*,293.8119938294947
+71,2,2,22,301.42956821876044,*,301.42956821876044,301.42956821876044,*,301.42956821876044
+72,2,2,22,302.2329795379903,302.2329795379903,302.2329795379903,*,302.2329795379903,*
+72,2,2,22,295.5220575980909,*,*,295.5220575980909,*,295.5220575980909
+72,2,2,22,299.7713334785805,*,*,*,*,*
+72,2,2,22,302.9116536246472,*,302.9116536246472,302.9116536246472,*,302.9116536246472
+72,2,2,22,296.2549391767832,*,*,*,*,*
+73,2,2,22,303.37826721436716,303.37826721436716,*,303.37826721436716,303.37826721436716,303.37826721436716
+73,2,2,22,296.6599648451582,*,*,296.6599648451582,*,296.6599648451582
+73,2,2,22,298.4876059763933,*,*,298.4876059763933,*,298.4876059763933
+73,2,2,22,295.91667267712626,*,295.91667267712626,295.91667267712626,*,295.91667267712626
+73,2,2,22,297.3194119727427,*,297.3194119727427,297.3194119727427,*,297.3194119727427
+74,2,2,22,303.1375198625118,303.1375198625118,*,*,303.1375198625118,*
+74,2,2,22,300.552769894439,*,300.552769894439,300.552769894439,*,300.552769894439
+74,2,2,22,298.29310873435963,*,*,298.29310873435963,*,298.29310873435963
+74,2,2,22,298.4494601860805,*,*,298.4494601860805,*,298.4494601860805
+74,2,2,22,303.3947800356973,*,*,303.3947800356973,*,303.3947800356973
+75,2,2,22,297.0212116205097,297.0212116205097,297.0212116205097,*,297.0212116205097,*
+75,2,2,22,300.99288494470886,*,300.99288494470886,*,*,*
+75,2,2,22,296.3757963912402,*,296.3757963912402,*,*,*
+75,2,2,22,304.77946070148886,*,304.77946070148886,304.77946070148886,*,304.77946070148886
+75,2,2,22,297.84638447505705,*,297.84638447505705,297.84638447505705,*,297.84638447505705
+76,2,2,22,304.72376963226475,304.72376963226475,304.72376963226475,*,304.72376963226475,*
+76,2,2,22,301.52845309746687,*,301.52845309746687,301.52845309746687,*,301.52845309746687
+76,2,2,22,305.03349206984115,*,305.03349206984115,305.03349206984115,*,305.03349206984115
+76,2,2,22,301.74106794154335,*,301.74106794154335,301.74106794154335,*,301.74106794154335
+76,2,2,22,306.53509302132187,*,306.53509302132187,*,*,*
+77,2,2,22,299.6702565202859,299.6702565202859,299.6702565202859,*,299.6702565202859,*
+77,2,2,22,304.55853343555367,*,*,*,*,*
+77,2,2,22,308.81351018920014,*,*,308.81351018920014,*,308.81351018920014
+77,2,2,22,301.3807120865587,*,301.3807120865587,301.3807120865587,*,301.3807120865587
+77,2,2,22,299.8620907969238,*,299.8620907969238,299.8620907969238,*,299.8620907969238
+78,2,2,22,308.4575975207721,308.4575975207721,*,308.4575975207721,308.4575975207721,308.4575975207721
+78,2,2,22,307.82877986029143,*,*,307.82877986029143,*,307.82877986029143
+78,2,2,22,306.573204836511,*,*,306.573204836511,*,306.573204836511
+78,2,2,22,304.4745747317446,*,304.4745747317446,*,*,*
+78,2,2,22,299.646444131695,*,*,299.646444131695,*,299.646444131695
+79,2,2,22,307.10336323250056,307.10336323250056,307.10336323250056,307.10336323250056,307.10336323250056,307.10336323250056
+79,2,2,22,305.5856141456884,*,305.5856141456884,*,*,*
+79,2,2,22,305.1548281426319,*,305.1548281426319,305.1548281426319,*,305.1548281426319
+79,2,2,22,310.41848450470314,*,310.41848450470314,*,*,*
+79,2,2,22,307.1184446258359,*,307.1184446258359,307.1184446258359,*,307.1184446258359
+80,2,2,22,302.2292205411597,302.2292205411597,302.2292205411597,302.2292205411597,*,302.2292205411597
+80,2,2,22,306.4122606120061,*,306.4122606120061,*,*,*
+80,2,2,22,303.2237816494136,*,303.2237816494136,*,*,*
+80,2,2,22,298.8965092824823,*,298.8965092824823,298.8965092824823,*,298.8965092824823
+80,2,2,22,304.41798689212646,*,304.41798689212646,*,*,*
+81,2,2,22,301.61775507445606,301.61775507445606,*,301.61775507445606,301.61775507445606,301.61775507445606
+81,2,2,22,301.559136003267,*,301.559136003267,*,*,*
+81,2,2,22,305.7786420019914,*,305.7786420019914,*,*,*
+81,2,2,22,300.1672310238533,*,300.1672310238533,*,*,*
+81,2,2,22,304.22584796775834,*,304.22584796775834,304.22584796775834,*,304.22584796775834
+82,2,2,22,304.1874655877137,304.1874655877137,*,304.1874655877137,304.1874655877137,304.1874655877137
+82,2,2,22,308.12688888848464,*,308.12688888848464,*,*,*
+82,2,2,22,296.6653919161237,*,*,296.6653919161237,*,296.6653919161237
+82,2,2,22,309.424804107175,*,309.424804107175,309.424804107175,*,309.424804107175
+82,2,2,22,307.77480815030356,*,307.77480815030356,307.77480815030356,*,307.77480815030356
+83,2,2,22,304.27092400473816,304.27092400473816,304.27092400473816,*,304.27092400473816,*
+83,2,2,22,305.2906666432966,*,305.2906666432966,*,*,*
+83,2,2,22,303.25891335677954,*,303.25891335677954,*,*,*
+83,2,2,22,303.48778478734636,*,303.48778478734636,*,*,*
+83,2,2,22,306.4841028118237,*,*,*,*,306.4841028118237
+84,2,2,22,298.50655326649405,298.50655326649405,298.50655326649405,*,298.50655326649405,*
+84,2,2,22,305.618748135076,*,*,305.618748135076,*,305.618748135076
+84,2,2,22,307.0679016791394,*,307.0679016791394,307.0679016791394,*,307.0679016791394
+84,2,2,22,302.57288533115633,*,302.57288533115633,*,*,*
+84,2,2,22,300.29617709090286,*,300.29617709090286,300.29617709090286,*,300.29617709090286
+85,2,2,22,302.5783381145918,302.5783381145918,302.5783381145918,*,302.5783381145918,*
+85,2,2,22,305.0724250142484,*,305.0724250142484,*,*,305.0724250142484
+85,2,2,22,305.1362718697807,*,305.1362718697807,*,*,*
+85,2,2,22,309.2062413300541,*,309.2062413300541,*,*,*
+85,2,2,22,298.8274322840063,*,298.8274322840063,*,*,*
+86,2,2,22,301.2233981655875,301.2233981655875,301.2233981655875,*,301.2233981655875,*
+86,2,2,22,310.24862541749826,*,*,310.24862541749826,*,310.24862541749826
+86,2,2,22,308.2445129818854,*,308.2445129818854,308.2445129818854,*,308.2445129818854
+86,2,2,22,308.3600410862369,*,308.3600410862369,308.3600410862369,*,308.3600410862369
+86,2,2,22,308.0988122124699,*,308.0988122124699,308.0988122124699,*,308.0988122124699
+87,2,2,22,308.06517070500655,308.06517070500655,308.06517070500655,308.06517070500655,308.06517070500655,308.06517070500655
+87,2,2,22,303.95677448723484,*,303.95677448723484,*,*,*
+87,2,2,22,299.70703994791774,*,299.70703994791774,*,*,*
+87,2,2,22,305.6161921867648,*,*,305.6161921867648,*,305.6161921867648
+87,2,2,22,306.5816755959892,*,306.5816755959892,*,*,*
+88,2,2,22,302.0765972312429,302.0765972312429,302.0765972312429,*,302.0765972312429,*
+88,2,2,22,302.7998496199459,*,302.7998496199459,302.7998496199459,*,302.7998496199459
+88,2,2,22,310.065802233664,*,310.065802233664,*,*,*
+88,2,2,22,304.45797433070925,*,304.45797433070925,304.45797433070925,*,304.45797433070925
+88,2,2,22,306.1640759415667,*,306.1640759415667,306.1640759415667,*,306.1640759415667
+89,2,2,22,309.35700269034396,309.35700269034396,*,*,*,*
+89,2,2,22,303.34683118996566,*,303.34683118996566,303.34683118996566,*,303.34683118996566
+89,2,2,22,306.5238753899729,*,306.5238753899729,*,*,*
+89,2,2,22,309.0269569341576,*,309.0269569341576,309.0269569341576,*,309.0269569341576
+89,2,2,22,305.8641614302853,*,*,*,*,*
+90,2,2,22,303.18346582502465,303.18346582502465,303.18346582502465,303.18346582502465,303.18346582502465,303.18346582502465
+90,2,2,22,306.8366642969352,*,306.8366642969352,306.8366642969352,*,306.8366642969352
+90,2,2,22,308.00749568293884,*,308.00749568293884,308.00749568293884,*,308.00749568293884
+90,2,2,22,303.84307791513476,*,303.84307791513476,*,*,*
+90,2,2,22,302.49993070709365,*,302.49993070709365,*,*,*
+91,2,2,22,311.06949323748387,311.06949323748387,311.06949323748387,311.06949323748387,*,311.06949323748387
+91,2,2,22,302.5734350012167,*,302.5734350012167,*,*,*
+91,2,2,22,301.53993833086975,*,*,301.53993833086975,*,301.53993833086975
+91,2,2,22,302.2071862486798,*,302.2071862486798,*,*,*
+91,2,2,22,303.50530097754176,*,303.50530097754176,*,*,*
+92,2,2,22,302.85938640493436,302.85938640493436,302.85938640493436,*,302.85938640493436,*
+92,2,2,22,299.0672957044408,*,299.0672957044408,*,*,*
+92,2,2,22,299.44207090575657,*,*,299.44207090575657,*,299.44207090575657
+92,2,2,22,303.3127839426769,*,303.3127839426769,303.3127839426769,*,303.3127839426769
+92,2,2,22,301.43024373934253,*,*,301.43024373934253,*,301.43024373934253
+93,2,2,22,305.39651314378204,305.39651314378204,305.39651314378204,*,305.39651314378204,*
+93,2,2,22,303.43963588740957,*,303.43963588740957,*,*,*
+93,2,2,22,303.2809580979165,*,303.2809580979165,*,*,*
+93,2,2,22,303.71831516650195,*,303.71831516650195,303.71831516650195,*,303.71831516650195
+93,2,2,22,308.4807207036726,*,308.4807207036726,308.4807207036726,*,308.4807207036726
+94,2,2,22,308.836411371637,308.836411371637,308.836411371637,*,308.836411371637,*
+94,2,2,22,306.64531144122844,*,306.64531144122844,306.64531144122844,*,306.64531144122844
+94,2,2,22,307.17675055124835,*,307.17675055124835,*,*,*
+94,2,2,22,303.98919365620367,*,*,*,*,*
+94,2,2,22,305.8526940299745,*,305.8526940299745,305.8526940299745,*,305.8526940299745
+95,2,2,22,307.97122444259,307.97122444259,307.97122444259,*,307.97122444259,*
+95,2,2,22,305.22252451469177,*,305.22252451469177,305.22252451469177,*,305.22252451469177
+95,2,2,22,305.0111318213766,*,*,*,*,*
+95,2,2,22,302.79214922295,*,*,302.79214922295,*,302.79214922295
+95,2,2,22,305.25074160312727,*,305.25074160312727,*,*,*
+96,2,2,22,304.70271894930954,304.70271894930954,304.70271894930954,304.70271894930954,304.70271894930954,304.70271894930954
+96,2,2,22,304.64842995123945,*,304.64842995123945,304.64842995123945,*,304.64842995123945
+96,2,2,22,303.9649057998713,*,303.9649057998713,303.9649057998713,*,303.9649057998713
+96,2,2,22,305.28223087438903,*,305.28223087438903,*,*,*
+96,2,2,22,304.92726244228515,*,304.92726244228515,*,*,*
+97,2,2,22,308.6658745010523,308.6658745010523,308.6658745010523,308.6658745010523,308.6658745010523,308.6658745010523
+97,2,2,22,301.9385525004043,*,301.9385525004043,301.9385525004043,*,301.9385525004043
+97,2,2,22,302.69076255419543,*,*,*,*,*
+97,2,2,22,300.2774727247365,*,300.2774727247365,*,*,*
+97,2,2,22,299.73068958644495,*,299.73068958644495,299.73068958644495,*,299.73068958644495
+98,2,2,22,305.76436785346164,305.76436785346164,305.76436785346164,305.76436785346164,*,305.76436785346164
+98,2,2,22,310.476501235142,*,310.476501235142,310.476501235142,*,310.476501235142
+98,2,2,22,304.4102276782627,*,304.4102276782627,304.4102276782627,*,304.4102276782627
+98,2,2,22,305.62847392943956,*,305.62847392943956,305.62847392943956,*,305.62847392943956
+98,2,2,22,295.6005465858375,*,*,*,*,*
+99,2,2,22,307.99637779858625,307.99637779858625,307.99637779858625,*,307.99637779858625,307.99637779858625
+99,2,2,22,306.4262190242799,*,306.4262190242799,*,*,*
+99,2,2,22,305.0790680301397,*,305.0790680301397,*,*,*
+99,2,2,22,307.0996507748416,*,307.0996507748416,*,*,*
+99,2,2,22,307.16156716135475,*,307.16156716135475,*,*,*
+100,2,2,22,303.38474347413296,303.38474347413296,303.38474347413296,*,303.38474347413296,*
+100,2,2,22,303.5456459106501,*,*,303.5456459106501,*,303.5456459106501
+100,2,2,22,301.9725682463647,*,301.9725682463647,*,*,*
+100,2,2,22,310.7916134300578,*,310.7916134300578,310.7916134300578,*,310.7916134300578
+100,2,2,22,309.36894785895237,*,*,*,*,*
+1,3,1,31,296.1793588985343,296.1793588985343,*,296.1793588985343,296.1793588985343,296.1793588985343
+1,3,1,31,298.967694586218,*,298.967694586218,298.967694586218,*,298.967694586218
+1,3,1,31,295.44932999431626,*,295.44932999431626,*,*,*
+1,3,1,31,298.7324007344253,*,298.7324007344253,298.7324007344253,*,298.7324007344253
+1,3,1,31,299.80428800860625,*,299.80428800860625,*,*,*
+2,3,1,31,296.5360231799198,296.5360231799198,*,296.5360231799198,296.5360231799198,296.5360231799198
+2,3,1,31,298.17277348777463,*,298.17277348777463,*,*,*
+2,3,1,31,298.6025137251843,*,298.6025137251843,*,*,*
+2,3,1,31,296.88539044318134,*,296.88539044318134,*,*,*
+2,3,1,31,297.898660862192,*,297.898660862192,297.898660862192,*,297.898660862192
+3,3,1,31,297.0117463391351,297.0117463391351,297.0117463391351,*,297.0117463391351,*
+3,3,1,31,298.5120097727988,*,298.5120097727988,*,*,*
+3,3,1,31,293.15991329907797,*,293.15991329907797,293.15991329907797,*,293.15991329907797
+3,3,1,31,300.3218710750802,*,300.3218710750802,300.3218710750802,*,300.3218710750802
+3,3,1,31,294.8679247100596,*,294.8679247100596,294.8679247100596,*,294.8679247100596
+4,3,1,31,297.34040647428714,297.34040647428714,*,*,*,*
+4,3,1,31,297.57884402574905,*,297.57884402574905,*,*,*
+4,3,1,31,301.672072078376,*,301.672072078376,*,*,*
+4,3,1,31,298.2452541364044,*,298.2452541364044,*,*,*
+4,3,1,31,298.00134518748354,*,298.00134518748354,*,*,*
+5,3,1,31,298.50547393452143,298.50547393452143,298.50547393452143,298.50547393452143,*,298.50547393452143
+5,3,1,31,300.994186025319,*,300.994186025319,300.994186025319,*,300.994186025319
+5,3,1,31,300.00743345577723,*,300.00743345577723,*,*,*
+5,3,1,31,291.8712132926716,*,291.8712132926716,*,*,*
+5,3,1,31,297.4796141658186,*,*,297.4796141658186,*,297.4796141658186
+6,3,1,31,299.1306781447496,299.1306781447496,299.1306781447496,*,299.1306781447496,*
+6,3,1,31,306.07011605910304,*,306.07011605910304,*,*,*
+6,3,1,31,291.84753175191287,*,291.84753175191287,*,*,*
+6,3,1,31,297.2441414088676,*,297.2441414088676,*,*,*
+6,3,1,31,299.6460607148479,*,299.6460607148479,*,*,*
+7,3,1,31,299.060365608126,299.060365608126,*,*,*,*
+7,3,1,31,292.4197786570284,*,292.4197786570284,*,*,*
+7,3,1,31,303.76162515957157,*,303.76162515957157,303.76162515957157,*,303.76162515957157
+7,3,1,31,299.0397932042437,*,*,*,*,*
+7,3,1,31,300.2953708557987,*,300.2953708557987,300.2953708557987,*,300.2953708557987
+8,3,1,31,297.3456227776306,297.3456227776306,*,*,297.3456227776306,*
+8,3,1,31,294.1682799133251,*,294.1682799133251,294.1682799133251,*,294.1682799133251
+8,3,1,31,298.49969196290374,*,298.49969196290374,*,*,*
+8,3,1,31,295.4584940467278,*,295.4584940467278,*,*,*
+8,3,1,31,299.55152003784787,*,*,299.55152003784787,*,299.55152003784787
+9,3,1,31,299.00252899688235,299.00252899688235,299.00252899688235,299.00252899688235,299.00252899688235,299.00252899688235
+9,3,1,31,294.3348660299773,*,294.3348660299773,294.3348660299773,*,294.3348660299773
+9,3,1,31,296.6547186583981,*,296.6547186583981,296.6547186583981,*,296.6547186583981
+9,3,1,31,298.5315214620107,*,298.5315214620107,298.5315214620107,*,298.5315214620107
+9,3,1,31,301.3688873455511,*,301.3688873455511,*,*,*
+10,3,1,31,296.54819614400736,296.54819614400736,296.54819614400736,296.54819614400736,296.54819614400736,296.54819614400736
+10,3,1,31,295.50809446591165,*,295.50809446591165,295.50809446591165,*,295.50809446591165
+10,3,1,31,298.46297206419337,*,298.46297206419337,*,*,*
+10,3,1,31,295.22374979460534,*,295.22374979460534,295.22374979460534,*,295.22374979460534
+10,3,1,31,299.7562943058783,*,*,299.7562943058783,*,299.7562943058783
+11,3,1,31,301.036364171542,301.036364171542,301.036364171542,*,301.036364171542,*
+11,3,1,31,298.5339989931053,*,*,*,*,*
+11,3,1,31,298.61420744771607,*,298.61420744771607,*,*,*
+11,3,1,31,295.975532642645,*,*,*,*,*
+11,3,1,31,297.8850592306389,*,297.8850592306389,*,*,297.8850592306389
+12,3,1,31,296.52717853768416,296.52717853768416,*,296.52717853768416,*,296.52717853768416
+12,3,1,31,294.14465265064155,*,294.14465265064155,294.14465265064155,*,294.14465265064155
+12,3,1,31,296.5902818501884,*,296.5902818501884,296.5902818501884,*,296.5902818501884
+12,3,1,31,299.74670702525566,*,299.74670702525566,299.74670702525566,*,299.74670702525566
+12,3,1,31,296.26496964377606,*,296.26496964377606,296.26496964377606,*,296.26496964377606
+13,3,1,31,298.463979282265,298.463979282265,298.463979282265,298.463979282265,298.463979282265,298.463979282265
+13,3,1,31,301.28451443422495,*,*,301.28451443422495,*,301.28451443422495
+13,3,1,31,297.11847459532015,*,297.11847459532015,*,*,*
+13,3,1,31,294.23805295011067,*,*,294.23805295011067,*,294.23805295011067
+13,3,1,31,300.1264969837678,*,*,300.1264969837678,*,300.1264969837678
+14,3,1,31,296.42014320918196,296.42014320918196,296.42014320918196,*,296.42014320918196,*
+14,3,1,31,294.9551291994618,*,294.9551291994618,294.9551291994618,*,294.9551291994618
+14,3,1,31,302.2938277169195,*,302.2938277169195,302.2938277169195,*,302.2938277169195
+14,3,1,31,302.3560746856544,*,302.3560746856544,*,*,*
+14,3,1,31,296.5214747651858,*,*,*,*,*
+15,3,1,31,292.51481477719204,292.51481477719204,292.51481477719204,292.51481477719204,292.51481477719204,292.51481477719204
+15,3,1,31,294.4925398967614,*,294.4925398967614,294.4925398967614,*,294.4925398967614
+15,3,1,31,297.338227696478,*,*,*,*,*
+15,3,1,31,299.4910562649136,*,299.4910562649136,*,*,*
+15,3,1,31,298.5864763123967,*,298.5864763123967,*,*,*
+16,3,1,31,303.55074647230146,303.55074647230146,303.55074647230146,*,303.55074647230146,*
+16,3,1,31,296.80303146472625,*,296.80303146472625,*,*,*
+16,3,1,31,296.76180391204673,*,296.76180391204673,*,*,*
+16,3,1,31,300.7877525164222,*,*,300.7877525164222,*,300.7877525164222
+16,3,1,31,292.8111069037745,*,292.8111069037745,292.8111069037745,*,292.8111069037745
+17,3,1,31,290.43212039904677,290.43212039904677,290.43212039904677,*,290.43212039904677,*
+17,3,1,31,299.3933467972788,*,*,*,*,*
+17,3,1,31,297.7463900552416,*,297.7463900552416,*,*,*
+17,3,1,31,296.4000513472976,*,*,*,*,*
+17,3,1,31,299.93283427139477,*,*,*,*,299.93283427139477
+18,3,1,31,293.006458068331,293.006458068331,*,*,293.006458068331,*
+18,3,1,31,295.41184701497315,*,295.41184701497315,295.41184701497315,*,295.41184701497315
+18,3,1,31,295.9030801534226,*,*,295.9030801534226,*,295.9030801534226
+18,3,1,31,301.2926181378957,*,301.2926181378957,301.2926181378957,*,301.2926181378957
+18,3,1,31,293.83249294794086,*,*,293.83249294794086,*,293.83249294794086
+19,3,1,31,295.56925150433545,295.56925150433545,*,295.56925150433545,295.56925150433545,295.56925150433545
+19,3,1,31,301.69578974185004,*,301.69578974185004,301.69578974185004,*,301.69578974185004
+19,3,1,31,298.12456718830987,*,298.12456718830987,*,*,*
+19,3,1,31,293.7617460787595,*,*,293.7617460787595,*,293.7617460787595
+19,3,1,31,298.43559362804666,*,*,*,*,*
+20,3,1,31,299.27686000513046,299.27686000513046,*,*,299.27686000513046,*
+20,3,1,31,295.3252836445261,*,295.3252836445261,295.3252836445261,*,295.3252836445261
+20,3,1,31,297.2905936790903,*,*,297.2905936790903,*,297.2905936790903
+20,3,1,31,290.7913867501774,*,290.7913867501774,290.7913867501774,*,290.7913867501774
+20,3,1,31,299.2756789636421,*,299.2756789636421,299.2756789636421,*,299.2756789636421
+21,3,1,31,296.7625518027312,296.7625518027312,296.7625518027312,296.7625518027312,*,296.7625518027312
+21,3,1,31,299.5725294004265,*,299.5725294004265,299.5725294004265,*,299.5725294004265
+21,3,1,31,294.15084642582536,*,294.15084642582536,294.15084642582536,*,294.15084642582536
+21,3,1,31,300.09499939641285,*,300.09499939641285,300.09499939641285,*,300.09499939641285
+21,3,1,31,301.1875446674599,*,301.1875446674599,301.1875446674599,*,301.1875446674599
+22,3,1,31,297.77221597516086,297.77221597516086,297.77221597516086,297.77221597516086,297.77221597516086,297.77221597516086
+22,3,1,31,294.42305994469586,*,294.42305994469586,294.42305994469586,*,294.42305994469586
+22,3,1,31,300.23166272674877,*,*,300.23166272674877,*,300.23166272674877
+22,3,1,31,294.9794764603345,*,294.9794764603345,294.9794764603345,*,294.9794764603345
+22,3,1,31,299.7056965878679,*,299.7056965878679,299.7056965878679,*,299.7056965878679
+23,3,1,31,296.9905101174362,296.9905101174362,296.9905101174362,296.9905101174362,296.9905101174362,296.9905101174362
+23,3,1,31,294.7188507930808,*,*,*,*,*
+23,3,1,31,293.3988978797192,*,293.3988978797192,293.3988978797192,*,293.3988978797192
+23,3,1,31,297.63324971544245,*,297.63324971544245,297.63324971544245,*,297.63324971544245
+23,3,1,31,301.0252500512818,*,301.0252500512818,*,*,*
+24,3,1,31,297.700796870926,297.700796870926,297.700796870926,297.700796870926,297.700796870926,297.700796870926
+24,3,1,31,292.56645589819243,*,292.56645589819243,*,*,*
+24,3,1,31,300.5913274594601,*,*,300.5913274594601,*,300.5913274594601
+24,3,1,31,300.54608966876293,*,*,300.54608966876293,*,300.54608966876293
+24,3,1,31,292.8578349983078,*,292.8578349983078,*,*,*
+25,3,1,31,297.0854320002472,297.0854320002472,*,*,297.0854320002472,*
+25,3,1,31,292.87447946654527,*,292.87447946654527,292.87447946654527,*,292.87447946654527
+25,3,1,31,298.3713433758932,*,298.3713433758932,298.3713433758932,*,298.3713433758932
+25,3,1,31,297.47613065933774,*,297.47613065933774,297.47613065933774,*,297.47613065933774
+25,3,1,31,293.1503275602424,*,293.1503275602424,293.1503275602424,*,293.1503275602424
+26,3,1,31,289.71373361978533,289.71373361978533,289.71373361978533,*,289.71373361978533,*
+26,3,1,31,295.9779648206078,*,295.9779648206078,295.9779648206078,*,295.9779648206078
+26,3,1,31,297.906879072379,*,297.906879072379,*,*,*
+26,3,1,31,293.9164543477706,*,293.9164543477706,*,*,*
+26,3,1,31,294.103515690631,*,294.103515690631,294.103515690631,*,294.103515690631
+27,3,1,31,294.4939782518195,294.4939782518195,294.4939782518195,*,*,*
+27,3,1,31,289.06236028862384,*,289.06236028862384,289.06236028862384,*,289.06236028862384
+27,3,1,31,298.9400491753381,*,298.9400491753381,298.9400491753381,*,298.9400491753381
+27,3,1,31,296.90296284898545,*,296.90296284898545,296.90296284898545,*,296.90296284898545
+27,3,1,31,299.26947448324484,*,299.26947448324484,299.26947448324484,*,299.26947448324484
+28,3,1,31,291.39281890154115,291.39281890154115,*,291.39281890154115,*,291.39281890154115
+28,3,1,31,288.66669791970907,*,288.66669791970907,*,*,*
+28,3,1,31,294.6163229921107,*,294.6163229921107,294.6163229921107,*,294.6163229921107
+28,3,1,31,290.3799330259198,*,290.3799330259198,*,*,*
+28,3,1,31,295.53380549084034,*,295.53380549084034,*,*,*
+29,3,1,31,290.95507439218886,290.95507439218886,*,*,290.95507439218886,*
+29,3,1,31,296.08970905204916,*,*,*,*,296.08970905204916
+29,3,1,31,292.92738544673256,*,*,*,*,*
+29,3,1,31,290.15710555982656,*,290.15710555982656,*,*,*
+29,3,1,31,297.8019432896368,*,297.8019432896368,*,*,*
+30,3,1,31,295.9927540422777,295.9927540422777,295.9927540422777,295.9927540422777,295.9927540422777,295.9927540422777
+30,3,1,31,295.84784548839855,*,295.84784548839855,295.84784548839855,*,295.84784548839855
+30,3,1,31,292.2344257001265,*,*,*,*,*
+30,3,1,31,293.4400715425836,*,293.4400715425836,293.4400715425836,*,293.4400715425836
+30,3,1,31,292.18231856867595,*,*,*,*,*
+31,3,1,31,295.6030570405742,295.6030570405742,295.6030570405742,*,295.6030570405742,*
+31,3,1,31,292.9705518708928,*,292.9705518708928,292.9705518708928,*,292.9705518708928
+31,3,1,31,296.09701819864466,*,296.09701819864466,296.09701819864466,*,296.09701819864466
+31,3,1,31,293.98164852749323,*,293.98164852749323,*,*,*
+31,3,1,31,294.9081974612707,*,294.9081974612707,294.9081974612707,*,294.9081974612707
+32,3,1,31,293.34111211990273,293.34111211990273,293.34111211990273,293.34111211990273,293.34111211990273,293.34111211990273
+32,3,1,31,294.18914485078886,*,294.18914485078886,*,*,*
+32,3,1,31,293.7600700778476,*,293.7600700778476,*,*,*
+32,3,1,31,296.7157545118302,*,296.7157545118302,296.7157545118302,*,296.7157545118302
+32,3,1,31,296.90751158460307,*,296.90751158460307,296.90751158460307,*,296.90751158460307
+33,3,1,31,290.9558984282637,290.9558984282637,290.9558984282637,*,290.9558984282637,*
+33,3,1,31,294.52267811324845,*,294.52267811324845,*,*,*
+33,3,1,31,295.1397514886057,*,295.1397514886057,295.1397514886057,*,295.1397514886057
+33,3,1,31,300.69320251732455,*,300.69320251732455,300.69320251732455,*,300.69320251732455
+33,3,1,31,291.77962270053075,*,291.77962270053075,*,*,*
+34,3,1,31,294.50857523849754,294.50857523849754,294.50857523849754,294.50857523849754,*,294.50857523849754
+34,3,1,31,296.2153379116457,*,296.2153379116457,296.2153379116457,*,296.2153379116457
+34,3,1,31,292.63221016375644,*,292.63221016375644,*,*,*
+34,3,1,31,293.14104756593406,*,293.14104756593406,*,*,*
+34,3,1,31,299.7126499195035,*,299.7126499195035,299.7126499195035,*,299.7126499195035
+35,3,1,31,293.9906662385019,293.9906662385019,293.9906662385019,293.9906662385019,293.9906662385019,293.9906662385019
+35,3,1,31,291.7287760355592,*,291.7287760355592,291.7287760355592,*,291.7287760355592
+35,3,1,31,300.66213673832135,*,300.66213673832135,*,*,*
+35,3,1,31,297.74452349072396,*,297.74452349072396,*,*,*
+35,3,1,31,294.87187635662735,*,294.87187635662735,294.87187635662735,*,294.87187635662735
+36,3,1,31,290.614300357328,290.614300357328,290.614300357328,*,290.614300357328,*
+36,3,1,31,293.48951620599934,*,293.48951620599934,293.48951620599934,*,293.48951620599934
+36,3,1,31,300.1719874664144,*,*,300.1719874664144,*,300.1719874664144
+36,3,1,31,300.512868187591,*,300.512868187591,300.512868187591,*,300.512868187591
+36,3,1,31,293.62205155780185,*,293.62205155780185,*,*,*
+37,3,1,31,296.89400900471867,296.89400900471867,*,*,296.89400900471867,*
+37,3,1,31,292.05441514153483,*,292.05441514153483,292.05441514153483,*,292.05441514153483
+37,3,1,31,298.6209223458081,*,298.6209223458081,298.6209223458081,*,298.6209223458081
+37,3,1,31,296.1002568827864,*,296.1002568827864,296.1002568827864,*,296.1002568827864
+37,3,1,31,296.493791293614,*,296.493791293614,296.493791293614,*,296.493791293614
+38,3,1,31,297.8917621299997,297.8917621299997,297.8917621299997,297.8917621299997,*,297.8917621299997
+38,3,1,31,297.13326047011236,*,297.13326047011236,*,*,*
+38,3,1,31,291.9251659124959,*,291.9251659124959,*,*,*
+38,3,1,31,297.66363732181753,*,297.66363732181753,297.66363732181753,*,297.66363732181753
+38,3,1,31,298.0658017842024,*,*,*,*,*
+39,3,1,31,290.44377681469035,290.44377681469035,*,290.44377681469035,290.44377681469035,290.44377681469035
+39,3,1,31,291.041694868325,*,291.041694868325,*,*,*
+39,3,1,31,294.61288171635437,*,294.61288171635437,294.61288171635437,*,294.61288171635437
+39,3,1,31,296.8702117628127,*,296.8702117628127,296.8702117628127,*,296.8702117628127
+39,3,1,31,300.5662580184883,*,300.5662580184883,300.5662580184883,*,300.5662580184883
+40,3,1,31,288.2076300845374,288.2076300845374,288.2076300845374,*,288.2076300845374,*
+40,3,1,31,289.73991380682486,*,289.73991380682486,*,*,*
+40,3,1,31,295.39742956293094,*,295.39742956293094,*,*,*
+40,3,1,31,297.0441576241937,*,297.0441576241937,*,*,297.0441576241937
+40,3,1,31,289.9959590955686,*,289.9959590955686,*,*,*
+41,3,1,31,292.55783357448394,292.55783357448394,*,292.55783357448394,292.55783357448394,292.55783357448394
+41,3,1,31,294.8674630126106,*,294.8674630126106,294.8674630126106,*,294.8674630126106
+41,3,1,31,290.3872698176498,*,290.3872698176498,290.3872698176498,*,290.3872698176498
+41,3,1,31,292.2229940419977,*,*,*,*,*
+41,3,1,31,292.4267019228035,*,292.4267019228035,292.4267019228035,*,292.4267019228035
+42,3,1,31,289.2965646937341,289.2965646937341,289.2965646937341,*,289.2965646937341,*
+42,3,1,31,295.3238187876559,*,295.3238187876559,*,*,295.3238187876559
+42,3,1,31,295.6266742406129,*,295.6266742406129,*,*,*
+42,3,1,31,291.8698458117353,*,291.8698458117353,*,*,*
+42,3,1,31,294.5300580157809,*,294.5300580157809,*,*,*
+43,3,1,31,297.04732323742314,297.04732323742314,*,*,297.04732323742314,*
+43,3,1,31,291.90597740782766,*,*,*,*,*
+43,3,1,31,291.3499438569833,*,*,*,*,*
+43,3,1,31,296.3918597029764,*,296.3918597029764,*,*,*
+43,3,1,31,296.37816812949796,*,296.37816812949796,*,*,*
+44,3,1,31,290.8447391201542,290.8447391201542,290.8447391201542,290.8447391201542,290.8447391201542,290.8447391201542
+44,3,1,31,298.3425708253496,*,*,*,*,*
+44,3,1,31,301.2968342533885,*,301.2968342533885,301.2968342533885,*,301.2968342533885
+44,3,1,31,296.5158661901622,*,296.5158661901622,*,*,*
+44,3,1,31,296.18584651788626,*,296.18584651788626,296.18584651788626,*,296.18584651788626
+45,3,1,31,287.5279177211617,287.5279177211617,287.5279177211617,*,287.5279177211617,*
+45,3,1,31,297.156300291343,*,297.156300291343,297.156300291343,*,297.156300291343
+45,3,1,31,296.7609996103443,*,*,*,*,*
+45,3,1,31,291.3931032501102,*,*,291.3931032501102,*,291.3931032501102
+45,3,1,31,298.1566317074625,*,298.1566317074625,*,*,*
+46,3,1,31,291.14362992369735,291.14362992369735,291.14362992369735,291.14362992369735,291.14362992369735,291.14362992369735
+46,3,1,31,295.12031042409944,*,295.12031042409944,295.12031042409944,*,295.12031042409944
+46,3,1,31,291.50205885676297,*,291.50205885676297,291.50205885676297,*,291.50205885676297
+46,3,1,31,292.878266693082,*,292.878266693082,292.878266693082,*,292.878266693082
+46,3,1,31,298.06338633263726,*,298.06338633263726,298.06338633263726,*,298.06338633263726
+47,3,1,31,295.51226672670504,295.51226672670504,295.51226672670504,*,295.51226672670504,*
+47,3,1,31,294.8172228510397,*,294.8172228510397,294.8172228510397,*,294.8172228510397
+47,3,1,31,293.1226029506703,*,*,*,*,*
+47,3,1,31,297.0606379588891,*,297.0606379588891,297.0606379588891,*,297.0606379588891
+47,3,1,31,295.4161320978944,*,*,*,*,*
+48,3,1,31,296.6156526913969,296.6156526913969,296.6156526913969,296.6156526913969,296.6156526913969,296.6156526913969
+48,3,1,31,291.34474977773533,*,291.34474977773533,*,*,*
+48,3,1,31,295.2033179026693,*,295.2033179026693,*,*,*
+48,3,1,31,293.9187671171296,*,293.9187671171296,293.9187671171296,*,293.9187671171296
+48,3,1,31,299.9049710209347,*,299.9049710209347,299.9049710209347,*,299.9049710209347
+49,3,1,31,294.8005671634302,294.8005671634302,294.8005671634302,*,*,*
+49,3,1,31,292.5437620706338,*,292.5437620706338,*,*,*
+49,3,1,31,297.4589228533585,*,297.4589228533585,*,*,*
+49,3,1,31,291.98352897217177,*,291.98352897217177,291.98352897217177,*,291.98352897217177
+49,3,1,31,293.6587263791567,*,*,293.6587263791567,*,293.6587263791567
+50,3,1,31,301.4097081344158,301.4097081344158,301.4097081344158,301.4097081344158,301.4097081344158,301.4097081344158
+50,3,1,31,295.2555925386388,*,295.2555925386388,*,*,*
+50,3,1,31,297.4300010559044,*,*,*,*,*
+50,3,1,31,299.1567497633261,*,*,299.1567497633261,*,299.1567497633261
+50,3,1,31,298.89364406668494,*,298.89364406668494,298.89364406668494,*,298.89364406668494
+51,3,1,31,299.5987989109077,299.5987989109077,299.5987989109077,*,299.5987989109077,*
+51,3,1,31,297.01050410163356,*,297.01050410163356,297.01050410163356,*,297.01050410163356
+51,3,1,31,298.04389411776003,*,298.04389411776003,*,*,*
+51,3,1,31,298.2535134371678,*,298.2535134371678,298.2535134371678,*,298.2535134371678
+51,3,1,31,294.81570348933036,*,*,294.81570348933036,*,294.81570348933036
+52,3,1,31,300.1800078494313,300.1800078494313,*,*,*,*
+52,3,1,31,295.5701289046634,*,295.5701289046634,295.5701289046634,*,295.5701289046634
+52,3,1,31,295.09289358912736,*,295.09289358912736,*,*,*
+52,3,1,31,299.37718662479216,*,299.37718662479216,*,*,*
+52,3,1,31,305.011885292289,*,305.011885292289,305.011885292289,*,305.011885292289
+53,3,1,31,298.1568130249343,298.1568130249343,298.1568130249343,*,298.1568130249343,*
+53,3,1,31,292.8104152286736,*,292.8104152286736,*,*,292.8104152286736
+53,3,1,31,297.47392755874773,*,297.47392755874773,*,*,*
+53,3,1,31,301.4087483070876,*,301.4087483070876,*,*,*
+53,3,1,31,296.3258590894471,*,296.3258590894471,*,*,*
+54,3,1,31,299.0571027016433,299.0571027016433,*,*,299.0571027016433,*
+54,3,1,31,304.39454611735215,*,304.39454611735215,304.39454611735215,*,304.39454611735215
+54,3,1,31,306.3142817357751,*,*,306.3142817357751,*,306.3142817357751
+54,3,1,31,302.96873092943747,*,*,*,*,*
+54,3,1,31,299.20838503996737,*,*,*,*,*
+55,3,1,31,305.5928501955591,305.5928501955591,305.5928501955591,*,305.5928501955591,*
+55,3,1,31,298.9120880081342,*,298.9120880081342,298.9120880081342,*,298.9120880081342
+55,3,1,31,295.98161793148535,*,295.98161793148535,*,*,*
+55,3,1,31,302.05050768639654,*,302.05050768639654,*,*,*
+55,3,1,31,297.2686557664687,*,297.2686557664687,297.2686557664687,*,297.2686557664687
+56,3,1,31,294.9781909189799,294.9781909189799,294.9781909189799,*,294.9781909189799,*
+56,3,1,31,299.60256691224055,*,299.60256691224055,*,*,*
+56,3,1,31,300.23889817595926,*,300.23889817595926,*,*,*
+56,3,1,31,296.7158761045656,*,296.7158761045656,*,*,*
+56,3,1,31,306.9004043063644,*,*,*,*,306.9004043063644
+57,3,1,31,300.64481481130684,300.64481481130684,300.64481481130684,*,*,*
+57,3,1,31,298.52037379959154,*,298.52037379959154,*,*,*
+57,3,1,31,298.7520805015983,*,298.7520805015983,*,*,*
+57,3,1,31,298.29478417223334,*,*,*,*,298.29478417223334
+57,3,1,31,297.7673499967414,*,297.7673499967414,*,*,*
+58,3,1,31,297.6538158065119,297.6538158065119,*,*,297.6538158065119,*
+58,3,1,31,304.7784888146473,*,304.7784888146473,304.7784888146473,*,304.7784888146473
+58,3,1,31,294.3168175400926,*,294.3168175400926,*,*,*
+58,3,1,31,301.29420563873896,*,*,301.29420563873896,*,301.29420563873896
+58,3,1,31,301.2397189560128,*,301.2397189560128,301.2397189560128,*,301.2397189560128
+59,3,1,31,301.6857919487076,301.6857919487076,301.6857919487076,*,301.6857919487076,*
+59,3,1,31,293.65053868121896,*,293.65053868121896,*,*,293.65053868121896
+59,3,1,31,301.4255579589813,*,*,*,*,*
+59,3,1,31,304.8067953938677,*,304.8067953938677,*,*,*
+59,3,1,31,297.14264242646067,*,297.14264242646067,*,*,*
+60,3,1,31,299.38350317378837,299.38350317378837,299.38350317378837,*,299.38350317378837,299.38350317378837
+60,3,1,31,298.8078816384641,*,*,*,*,*
+60,3,1,31,291.39238886680306,*,291.39238886680306,*,*,*
+60,3,1,31,300.5220951905455,*,*,*,*,*
+60,3,1,31,298.90215151325907,*,298.90215151325907,*,*,*
+61,3,1,31,299.7448287682472,299.7448287682472,299.7448287682472,299.7448287682472,299.7448287682472,299.7448287682472
+61,3,1,31,300.61479539514283,*,*,*,*,*
+61,3,1,31,296.1242030493803,*,296.1242030493803,296.1242030493803,*,296.1242030493803
+61,3,1,31,297.0848782777816,*,297.0848782777816,297.0848782777816,*,297.0848782777816
+61,3,1,31,299.3689495756797,*,299.3689495756797,*,*,*
+62,3,1,31,296.7161795888911,296.7161795888911,296.7161795888911,296.7161795888911,296.7161795888911,296.7161795888911
+62,3,1,31,303.31265659506926,*,*,303.31265659506926,*,303.31265659506926
+62,3,1,31,302.1283755336326,*,302.1283755336326,302.1283755336326,*,302.1283755336326
+62,3,1,31,297.232466644224,*,297.232466644224,297.232466644224,*,297.232466644224
+62,3,1,31,296.49570445777925,*,*,*,*,*
+63,3,1,31,301.2175360556756,301.2175360556756,301.2175360556756,301.2175360556756,301.2175360556756,301.2175360556756
+63,3,1,31,306.6086328005763,*,306.6086328005763,*,*,*
+63,3,1,31,303.7706511727173,*,303.7706511727173,303.7706511727173,*,303.7706511727173
+63,3,1,31,305.67772355379617,*,305.67772355379617,*,*,*
+63,3,1,31,295.4705991659131,*,295.4705991659131,*,*,*
+64,3,1,31,295.83127542815464,295.83127542815464,295.83127542815464,*,295.83127542815464,295.83127542815464
+64,3,1,31,301.43444415472703,*,301.43444415472703,*,*,*
+64,3,1,31,295.8939715918095,*,295.8939715918095,*,*,*
+64,3,1,31,300.3840021883165,*,300.3840021883165,*,*,*
+64,3,1,31,297.32435563163824,*,*,*,*,*
+65,3,1,31,294.54602248417416,294.54602248417416,294.54602248417416,294.54602248417416,294.54602248417416,294.54602248417416
+65,3,1,31,300.2494894947646,*,300.2494894947646,300.2494894947646,*,300.2494894947646
+65,3,1,31,300.3872381488755,*,300.3872381488755,*,*,*
+65,3,1,31,300.29465737813615,*,300.29465737813615,300.29465737813615,*,300.29465737813615
+65,3,1,31,301.87218431639985,*,301.87218431639985,301.87218431639985,*,301.87218431639985
+66,3,1,31,298.0395273398469,298.0395273398469,*,*,298.0395273398469,*
+66,3,1,31,304.44699226700055,*,*,*,*,*
+66,3,1,31,301.3138554661862,*,301.3138554661862,301.3138554661862,*,301.3138554661862
+66,3,1,31,300.40677031747225,*,300.40677031747225,300.40677031747225,*,300.40677031747225
+66,3,1,31,298.5083378147066,*,*,298.5083378147066,*,298.5083378147066
+67,3,1,31,297.25164397805537,297.25164397805537,*,297.25164397805537,*,297.25164397805537
+67,3,1,31,300.0207018736915,*,*,*,*,*
+67,3,1,31,303.0941348635498,*,*,303.0941348635498,*,303.0941348635498
+67,3,1,31,302.71719638359633,*,302.71719638359633,*,*,*
+67,3,1,31,302.559286474349,*,302.559286474349,*,*,*
+68,3,1,31,297.0177178763289,297.0177178763289,*,*,297.0177178763289,*
+68,3,1,31,297.8924277804594,*,297.8924277804594,297.8924277804594,*,297.8924277804594
+68,3,1,31,301.6019695906382,*,301.6019695906382,*,*,*
+68,3,1,31,301.77387452738463,*,301.77387452738463,*,*,*
+68,3,1,31,297.0009875045401,*,297.0009875045401,297.0009875045401,*,297.0009875045401
+69,3,1,31,302.74422299723204,302.74422299723204,*,*,*,*
+69,3,1,31,300.36443748966633,*,300.36443748966633,*,*,*
+69,3,1,31,304.3983750456228,*,304.3983750456228,304.3983750456228,*,304.3983750456228
+69,3,1,31,305.88974386397206,*,305.88974386397206,*,*,*
+69,3,1,31,299.83457022319647,*,299.83457022319647,299.83457022319647,*,299.83457022319647
+70,3,1,31,300.34548696817143,300.34548696817143,300.34548696817143,300.34548696817143,*,300.34548696817143
+70,3,1,31,299.5025773589798,*,299.5025773589798,*,*,*
+70,3,1,31,296.0413161550818,*,296.0413161550818,*,*,*
+70,3,1,31,303.8394843983333,*,303.8394843983333,303.8394843983333,*,303.8394843983333
+70,3,1,31,302.62240688866365,*,302.62240688866365,302.62240688866365,*,302.62240688866365
+71,3,1,31,300.3836134176593,300.3836134176593,300.3836134176593,*,300.3836134176593,*
+71,3,1,31,299.029861026137,*,299.029861026137,*,*,*
+71,3,1,31,296.4315557599473,*,296.4315557599473,*,*,*
+71,3,1,31,302.03665561480744,*,*,*,*,*
+71,3,1,31,296.8792177287945,*,296.8792177287945,*,*,*
+72,3,1,31,302.4056736827272,302.4056736827272,*,*,302.4056736827272,*
+72,3,1,31,302.5912714691622,*,302.5912714691622,302.5912714691622,*,302.5912714691622
+72,3,1,31,298.5242084758882,*,298.5242084758882,*,*,*
+72,3,1,31,296.9177792113799,*,296.9177792113799,*,*,*
+72,3,1,31,296.9628056912654,*,*,296.9628056912654,*,296.9628056912654
+73,3,1,31,296.9368023020351,296.9368023020351,*,*,296.9368023020351,*
+73,3,1,31,299.24119860605714,*,299.24119860605714,299.24119860605714,*,299.24119860605714
+73,3,1,31,296.06586422417286,*,296.06586422417286,296.06586422417286,*,296.06586422417286
+73,3,1,31,301.59596227271055,*,301.59596227271055,301.59596227271055,*,301.59596227271055
+73,3,1,31,300.17038036502504,*,300.17038036502504,300.17038036502504,*,300.17038036502504
+74,3,1,31,296.06722635680535,296.06722635680535,296.06722635680535,296.06722635680535,296.06722635680535,296.06722635680535
+74,3,1,31,299.64215006144207,*,299.64215006144207,299.64215006144207,*,299.64215006144207
+74,3,1,31,294.6196202911555,*,294.6196202911555,294.6196202911555,*,294.6196202911555
+74,3,1,31,299.73371489184484,*,*,*,*,*
+74,3,1,31,301.35965275912537,*,301.35965275912537,*,*,*
+75,3,1,31,299.84282216752206,299.84282216752206,299.84282216752206,*,299.84282216752206,*
+75,3,1,31,299.09486422647774,*,299.09486422647774,299.09486422647774,*,299.09486422647774
+75,3,1,31,296.0159405582119,*,296.0159405582119,*,*,*
+75,3,1,31,303.71125673146264,*,303.71125673146264,*,*,*
+75,3,1,31,295.63406757927686,*,*,295.63406757927686,*,295.63406757927686
+76,3,1,31,299.6553482808075,299.6553482808075,299.6553482808075,*,299.6553482808075,299.6553482808075
+76,3,1,31,294.64683806020133,*,294.64683806020133,*,*,*
+76,3,1,31,303.0835208160036,*,303.0835208160036,*,*,*
+76,3,1,31,296.711417435684,*,296.711417435684,*,*,*
+76,3,1,31,290.92011525550157,*,290.92011525550157,*,*,*
+77,3,1,31,292.611578322948,292.611578322948,292.611578322948,292.611578322948,292.611578322948,292.611578322948
+77,3,1,31,297.35659771874356,*,*,297.35659771874356,*,297.35659771874356
+77,3,1,31,299.0530074950784,*,*,299.0530074950784,*,299.0530074950784
+77,3,1,31,296.5219615806027,*,296.5219615806027,296.5219615806027,*,296.5219615806027
+77,3,1,31,298.3854993205793,*,298.3854993205793,*,*,*
+78,3,1,31,297.65992882824526,297.65992882824526,297.65992882824526,*,*,*
+78,3,1,31,292.3987014904468,*,*,292.3987014904468,*,292.3987014904468
+78,3,1,31,292.1176733716998,*,292.1176733716998,*,*,*
+78,3,1,31,291.9283519716751,*,291.9283519716751,*,*,*
+78,3,1,31,296.71204785517716,*,296.71204785517716,296.71204785517716,*,296.71204785517716
+79,3,1,31,300.30640809861205,300.30640809861205,300.30640809861205,*,300.30640809861205,*
+79,3,1,31,289.7681130513475,*,289.7681130513475,*,*,*
+79,3,1,31,291.8269083634377,*,*,*,*,*
+79,3,1,31,295.7434253217582,*,295.7434253217582,*,*,*
+79,3,1,31,296.56680514579745,*,296.56680514579745,*,*,296.56680514579745
+80,3,1,31,295.7502956574997,295.7502956574997,295.7502956574997,*,*,*
+80,3,1,31,298.5189714296566,*,298.5189714296566,*,*,*
+80,3,1,31,291.151019946808,*,291.151019946808,*,*,*
+80,3,1,31,292.6231730986459,*,292.6231730986459,*,*,*
+80,3,1,31,300.64576938805544,*,300.64576938805544,*,*,300.64576938805544
+81,3,1,31,294.61409365610126,294.61409365610126,294.61409365610126,294.61409365610126,294.61409365610126,294.61409365610126
+81,3,1,31,295.0650524963171,*,*,295.0650524963171,*,295.0650524963171
+81,3,1,31,296.8083618580483,*,296.8083618580483,296.8083618580483,*,296.8083618580483
+81,3,1,31,289.7723660498713,*,289.7723660498713,*,*,*
+81,3,1,31,295.50796302298073,*,295.50796302298073,*,*,*
+82,3,1,31,296.2433954662195,296.2433954662195,296.2433954662195,296.2433954662195,296.2433954662195,296.2433954662195
+82,3,1,31,298.4273881867247,*,298.4273881867247,298.4273881867247,*,298.4273881867247
+82,3,1,31,302.0050011146925,*,302.0050011146925,*,*,*
+82,3,1,31,297.76982949348826,*,297.76982949348826,297.76982949348826,*,297.76982949348826
+82,3,1,31,295.5976562479751,*,295.5976562479751,295.5976562479751,*,295.5976562479751
+83,3,1,31,294.906546905724,294.906546905724,294.906546905724,294.906546905724,294.906546905724,294.906546905724
+83,3,1,31,299.1336238711385,*,299.1336238711385,299.1336238711385,*,299.1336238711385
+83,3,1,31,294.73322860641576,*,*,294.73322860641576,*,294.73322860641576
+83,3,1,31,297.03596156610206,*,297.03596156610206,297.03596156610206,*,297.03596156610206
+83,3,1,31,293.6945225996069,*,293.6945225996069,293.6945225996069,*,293.6945225996069
+84,3,1,31,300.6715511297927,300.6715511297927,300.6715511297927,*,300.6715511297927,*
+84,3,1,31,294.2184564785371,*,*,294.2184564785371,*,294.2184564785371
+84,3,1,31,299.04734565869325,*,*,*,*,*
+84,3,1,31,292.5109042098181,*,*,292.5109042098181,*,292.5109042098181
+84,3,1,31,295.8271637681657,*,295.8271637681657,295.8271637681657,*,295.8271637681657
+85,3,1,31,300.80750767775027,300.80750767775027,*,*,300.80750767775027,*
+85,3,1,31,297.8901523802751,*,297.8901523802751,*,*,*
+85,3,1,31,301.0193198814915,*,301.0193198814915,*,*,301.0193198814915
+85,3,1,31,296.10321199492876,*,296.10321199492876,*,*,*
+85,3,1,31,297.69497300169985,*,*,*,*,*
+86,3,1,31,293.0107314287996,293.0107314287996,293.0107314287996,*,293.0107314287996,*
+86,3,1,31,295.920469362627,*,295.920469362627,*,*,*
+86,3,1,31,297.9575379566161,*,297.9575379566161,297.9575379566161,*,297.9575379566161
+86,3,1,31,294.2115923592287,*,294.2115923592287,294.2115923592287,*,294.2115923592287
+86,3,1,31,295.87433154368625,*,*,295.87433154368625,*,295.87433154368625
+87,3,1,31,286.9160542388775,286.9160542388775,286.9160542388775,286.9160542388775,286.9160542388775,286.9160542388775
+87,3,1,31,294.0637534802965,*,294.0637534802965,294.0637534802965,*,294.0637534802965
+87,3,1,31,300.96771070100397,*,300.96771070100397,300.96771070100397,*,300.96771070100397
+87,3,1,31,295.29522454458,*,*,*,*,*
+87,3,1,31,294.4382475523502,*,*,*,*,*
+88,3,1,31,297.4317598983503,297.4317598983503,*,297.4317598983503,297.4317598983503,297.4317598983503
+88,3,1,31,301.211936961386,*,301.211936961386,301.211936961386,*,301.211936961386
+88,3,1,31,298.0911826899207,*,298.0911826899207,298.0911826899207,*,298.0911826899207
+88,3,1,31,296.47063970357027,*,296.47063970357027,*,*,*
+88,3,1,31,297.1969014915449,*,297.1969014915449,297.1969014915449,*,297.1969014915449
+89,3,1,31,294.0668581996493,294.0668581996493,294.0668581996493,*,294.0668581996493,*
+89,3,1,31,298.03617784466445,*,*,*,*,*
+89,3,1,31,296.251399203574,*,296.251399203574,296.251399203574,*,296.251399203574
+89,3,1,31,298.4502783808488,*,298.4502783808488,298.4502783808488,*,298.4502783808488
+89,3,1,31,292.5098273657893,*,*,*,*,*
+90,3,1,31,295.23771716949364,295.23771716949364,*,295.23771716949364,295.23771716949364,295.23771716949364
+90,3,1,31,298.13882518617197,*,*,*,*,*
+90,3,1,31,296.1499580127652,*,296.1499580127652,296.1499580127652,*,296.1499580127652
+90,3,1,31,294.2603167638593,*,*,*,*,*
+90,3,1,31,295.1176131725472,*,*,*,*,*
+91,3,1,31,299.24209022714786,299.24209022714786,*,*,299.24209022714786,*
+91,3,1,31,296.10031168130786,*,296.10031168130786,*,*,*
+91,3,1,31,297.316874430785,*,297.316874430785,297.316874430785,*,297.316874430785
+91,3,1,31,292.84499227436265,*,*,*,*,*
+91,3,1,31,298.43407435092075,*,*,298.43407435092075,*,298.43407435092075
+92,3,1,31,300.03028297115543,300.03028297115543,300.03028297115543,*,300.03028297115543,*
+92,3,1,31,300.230448687439,*,*,300.230448687439,*,300.230448687439
+92,3,1,31,301.3166688118145,*,*,301.3166688118145,*,301.3166688118145
+92,3,1,31,293.90322857881165,*,*,*,*,*
+92,3,1,31,296.5161295269302,*,296.5161295269302,296.5161295269302,*,296.5161295269302
+93,3,1,31,296.6632980824764,296.6632980824764,*,296.6632980824764,296.6632980824764,296.6632980824764
+93,3,1,31,293.711052439237,*,*,293.711052439237,*,293.711052439237
+93,3,1,31,298.5157490042263,*,298.5157490042263,298.5157490042263,*,298.5157490042263
+93,3,1,31,296.1764768807729,*,296.1764768807729,*,*,*
+93,3,1,31,300.307129783072,*,300.307129783072,300.307129783072,*,300.307129783072
+94,3,1,31,292.4694234766701,292.4694234766701,292.4694234766701,*,*,*
+94,3,1,31,298.9118517024422,*,298.9118517024422,*,*,*
+94,3,1,31,300.2420323352462,*,300.2420323352462,300.2420323352462,*,300.2420323352462
+94,3,1,31,296.6694336464885,*,296.6694336464885,296.6694336464885,*,296.6694336464885
+94,3,1,31,293.7511035651903,*,293.7511035651903,293.7511035651903,*,293.7511035651903
+95,3,1,31,298.2790983358185,298.2790983358185,298.2790983358185,*,298.2790983358185,*
+95,3,1,31,297.4666142433053,*,297.4666142433053,297.4666142433053,*,297.4666142433053
+95,3,1,31,295.8434693379715,*,295.8434693379715,295.8434693379715,*,295.8434693379715
+95,3,1,31,293.50307817399323,*,293.50307817399323,*,*,*
+95,3,1,31,296.98868563553424,*,296.98868563553424,296.98868563553424,*,296.98868563553424
+96,3,1,31,298.495326795309,298.495326795309,298.495326795309,*,*,*
+96,3,1,31,301.78774419130116,*,301.78774419130116,*,*,*
+96,3,1,31,297.46457808997496,*,297.46457808997496,297.46457808997496,*,297.46457808997496
+96,3,1,31,294.80156267534653,*,294.80156267534653,294.80156267534653,*,294.80156267534653
+96,3,1,31,295.8745588283171,*,*,295.8745588283171,*,295.8745588283171
+97,3,1,31,299.77976417307053,299.77976417307053,299.77976417307053,*,*,*
+97,3,1,31,301.6265270337681,*,301.6265270337681,*,*,*
+97,3,1,31,295.0485634112188,*,*,*,*,*
+97,3,1,31,298.0629058812354,*,298.0629058812354,*,*,298.0629058812354
+97,3,1,31,290.3802315122569,*,290.3802315122569,*,*,*
+98,3,1,31,295.6091030898802,295.6091030898802,*,*,*,*
+98,3,1,31,298.2164942774192,*,298.2164942774192,298.2164942774192,*,298.2164942774192
+98,3,1,31,295.0532190715461,*,*,295.0532190715461,*,295.0532190715461
+98,3,1,31,301.0329874151463,*,*,301.0329874151463,*,301.0329874151463
+98,3,1,31,297.460268672576,*,*,297.460268672576,*,297.460268672576
+99,3,1,31,298.38017412689726,298.38017412689726,298.38017412689726,298.38017412689726,298.38017412689726,298.38017412689726
+99,3,1,31,298.2993004428873,*,298.2993004428873,298.2993004428873,*,298.2993004428873
+99,3,1,31,300.43973086865554,*,300.43973086865554,*,*,*
+99,3,1,31,292.92706365496554,*,292.92706365496554,*,*,*
+99,3,1,31,295.87717549246224,*,295.87717549246224,*,*,*
+100,3,1,31,296.546398242532,296.546398242532,*,296.546398242532,296.546398242532,296.546398242532
+100,3,1,31,295.48465380162963,*,295.48465380162963,295.48465380162963,*,295.48465380162963
+100,3,1,31,296.41641017916,*,296.41641017916,*,*,*
+100,3,1,31,296.58161171746303,*,296.58161171746303,296.58161171746303,*,296.58161171746303
+100,3,1,31,295.43315749901404,*,295.43315749901404,295.43315749901404,*,295.43315749901404
+1,3,2,32,293.48991700008366,293.48991700008366,293.48991700008366,*,*,*
+1,3,2,32,294.23772669770415,*,294.23772669770415,*,*,*
+1,3,2,32,292.3046678720316,*,292.3046678720316,292.3046678720316,*,292.3046678720316
+1,3,2,32,293.82136869853014,*,*,293.82136869853014,*,293.82136869853014
+1,3,2,32,291.2910904234518,*,291.2910904234518,291.2910904234518,*,291.2910904234518
+2,3,2,32,294.9708294773901,294.9708294773901,294.9708294773901,*,*,*
+2,3,2,32,297.02681180756355,*,297.02681180756355,297.02681180756355,*,297.02681180756355
+2,3,2,32,302.0928888389887,*,*,302.0928888389887,*,302.0928888389887
+2,3,2,32,294.4977073299673,*,294.4977073299673,*,*,*
+2,3,2,32,296.8128478636813,*,*,296.8128478636813,*,296.8128478636813
+3,3,2,32,302.80631318148085,302.80631318148085,*,302.80631318148085,302.80631318148085,302.80631318148085
+3,3,2,32,295.82627456899,*,295.82627456899,*,*,*
+3,3,2,32,295.14635960127276,*,295.14635960127276,295.14635960127276,*,295.14635960127276
+3,3,2,32,301.6952752531751,*,301.6952752531751,*,*,*
+3,3,2,32,290.16101728152483,*,290.16101728152483,*,*,*
+4,3,2,32,293.6085189787367,293.6085189787367,293.6085189787367,293.6085189787367,*,293.6085189787367
+4,3,2,32,292.7430480313334,*,292.7430480313334,292.7430480313334,*,292.7430480313334
+4,3,2,32,289.99688419973285,*,*,*,*,*
+4,3,2,32,292.128739395539,*,292.128739395539,292.128739395539,*,292.128739395539
+4,3,2,32,298.53764656877183,*,298.53764656877183,*,*,*
+5,3,2,32,294.3122450088415,294.3122450088415,294.3122450088415,*,*,*
+5,3,2,32,290.61782459852986,*,290.61782459852986,*,*,*
+5,3,2,32,294.7704908644418,*,294.7704908644418,*,*,*
+5,3,2,32,296.7151892307342,*,296.7151892307342,*,*,*
+5,3,2,32,296.17487758890076,*,*,*,*,296.17487758890076
+6,3,2,32,293.71376895434565,293.71376895434565,293.71376895434565,*,293.71376895434565,*
+6,3,2,32,294.29632444539146,*,*,294.29632444539146,*,294.29632444539146
+6,3,2,32,293.72117628575427,*,*,*,*,*
+6,3,2,32,296.8251005652918,*,*,296.8251005652918,*,296.8251005652918
+6,3,2,32,298.67963621269774,*,298.67963621269774,298.67963621269774,*,298.67963621269774
+7,3,2,32,291.9623796147015,291.9623796147015,*,*,291.9623796147015,*
+7,3,2,32,293.3235385977392,*,293.3235385977392,293.3235385977392,*,293.3235385977392
+7,3,2,32,296.63204202299727,*,296.63204202299727,296.63204202299727,*,296.63204202299727
+7,3,2,32,296.54916787691195,*,296.54916787691195,*,*,*
+7,3,2,32,293.06254815428247,*,293.06254815428247,293.06254815428247,*,293.06254815428247
+8,3,2,32,293.093007438784,293.093007438784,*,293.093007438784,293.093007438784,293.093007438784
+8,3,2,32,293.725523639836,*,293.725523639836,293.725523639836,*,293.725523639836
+8,3,2,32,295.1739114335248,*,295.1739114335248,295.1739114335248,*,295.1739114335248
+8,3,2,32,300.2521650662809,*,300.2521650662809,300.2521650662809,*,300.2521650662809
+8,3,2,32,289.7627291116568,*,289.7627291116568,*,*,*
+9,3,2,32,294.82421810048163,294.82421810048163,294.82421810048163,*,294.82421810048163,*
+9,3,2,32,295.65631716597363,*,295.65631716597363,*,*,*
+9,3,2,32,297.22027692739135,*,*,*,*,*
+9,3,2,32,297.95618432739013,*,297.95618432739013,*,*,297.95618432739013
+9,3,2,32,296.9008808199411,*,296.9008808199411,*,*,*
+10,3,2,32,289.82888211849314,289.82888211849314,289.82888211849314,289.82888211849314,289.82888211849314,289.82888211849314
+10,3,2,32,291.60278950039867,*,291.60278950039867,291.60278950039867,*,291.60278950039867
+10,3,2,32,289.9134946645329,*,289.9134946645329,*,*,*
+10,3,2,32,297.64984176576303,*,297.64984176576303,*,*,*
+10,3,2,32,291.1273936934753,*,291.1273936934753,*,*,*
+11,3,2,32,293.0345294950302,293.0345294950302,293.0345294950302,*,293.0345294950302,*
+11,3,2,32,297.3032286865548,*,297.3032286865548,*,*,*
+11,3,2,32,293.49656611090404,*,293.49656611090404,293.49656611090404,*,293.49656611090404
+11,3,2,32,298.0296081583913,*,*,*,*,*
+11,3,2,32,295.60575677727144,*,295.60575677727144,295.60575677727144,*,295.60575677727144
+12,3,2,32,288.9863567056981,288.9863567056981,288.9863567056981,288.9863567056981,288.9863567056981,288.9863567056981
+12,3,2,32,295.06140397166143,*,295.06140397166143,*,*,*
+12,3,2,32,291.30472410029716,*,291.30472410029716,291.30472410029716,*,291.30472410029716
+12,3,2,32,297.870009643047,*,297.870009643047,297.870009643047,*,297.870009643047
+12,3,2,32,296.43121501835793,*,296.43121501835793,*,*,*
+13,3,2,32,298.5046835923588,298.5046835923588,298.5046835923588,*,298.5046835923588,*
+13,3,2,32,293.5632849378169,*,293.5632849378169,293.5632849378169,*,293.5632849378169
+13,3,2,32,293.6891438029,*,293.6891438029,293.6891438029,*,293.6891438029
+13,3,2,32,294.01478456461695,*,294.01478456461695,294.01478456461695,*,294.01478456461695
+13,3,2,32,293.4219024374773,*,*,293.4219024374773,*,293.4219024374773
+14,3,2,32,292.7496383923688,292.7496383923688,292.7496383923688,*,292.7496383923688,*
+14,3,2,32,297.45180551676077,*,297.45180551676077,297.45180551676077,*,297.45180551676077
+14,3,2,32,296.89402467741303,*,296.89402467741303,296.89402467741303,*,296.89402467741303
+14,3,2,32,291.1646972072945,*,291.1646972072945,*,*,*
+14,3,2,32,300.2857393995107,*,300.2857393995107,300.2857393995107,*,300.2857393995107
+15,3,2,32,300.4311506602729,300.4311506602729,300.4311506602729,300.4311506602729,300.4311506602729,300.4311506602729
+15,3,2,32,289.93312853105306,*,289.93312853105306,*,*,*
+15,3,2,32,295.1558861448316,*,295.1558861448316,295.1558861448316,*,295.1558861448316
+15,3,2,32,300.2725518889717,*,*,*,*,*
+15,3,2,32,293.7976939080319,*,293.7976939080319,293.7976939080319,*,293.7976939080319
+16,3,2,32,294.93481609158454,294.93481609158454,*,*,294.93481609158454,*
+16,3,2,32,292.9114071402225,*,292.9114071402225,*,*,292.9114071402225
+16,3,2,32,291.53071702328396,*,291.53071702328396,*,*,*
+16,3,2,32,295.726781624786,*,295.726781624786,*,*,*
+16,3,2,32,294.9179758051724,*,294.9179758051724,*,*,*
+17,3,2,32,294.051349316047,294.051349316047,294.051349316047,*,294.051349316047,*
+17,3,2,32,292.2681819169616,*,292.2681819169616,292.2681819169616,*,292.2681819169616
+17,3,2,32,297.09021436899826,*,297.09021436899826,297.09021436899826,*,297.09021436899826
+17,3,2,32,298.5485928701578,*,298.5485928701578,*,*,*
+17,3,2,32,295.1608057748032,*,295.1608057748032,*,*,*
+18,3,2,32,294.0763021407993,294.0763021407993,294.0763021407993,294.0763021407993,294.0763021407993,294.0763021407993
+18,3,2,32,293.73047351619994,*,293.73047351619994,*,*,*
+18,3,2,32,298.6425005701287,*,*,*,*,*
+18,3,2,32,295.01299438519925,*,295.01299438519925,295.01299438519925,*,295.01299438519925
+18,3,2,32,294.8125888005993,*,294.8125888005993,*,*,*
+19,3,2,32,294.51984651824546,294.51984651824546,*,294.51984651824546,294.51984651824546,294.51984651824546
+19,3,2,32,297.12577149039345,*,297.12577149039345,*,*,*
+19,3,2,32,296.374652855164,*,296.374652855164,*,*,*
+19,3,2,32,301.70611265412134,*,301.70611265412134,*,*,*
+19,3,2,32,293.785423744401,*,293.785423744401,293.785423744401,*,293.785423744401
+20,3,2,32,298.94471915166105,298.94471915166105,298.94471915166105,298.94471915166105,298.94471915166105,298.94471915166105
+20,3,2,32,295.78018168070463,*,295.78018168070463,*,*,*
+20,3,2,32,297.38276191785957,*,297.38276191785957,297.38276191785957,*,297.38276191785957
+20,3,2,32,296.9622279063644,*,*,*,*,*
+20,3,2,32,292.0101918782183,*,292.0101918782183,*,*,*
+21,3,2,32,295.6287187226357,295.6287187226357,295.6287187226357,*,295.6287187226357,*
+21,3,2,32,295.9642007914518,*,*,295.9642007914518,*,295.9642007914518
+21,3,2,32,296.4537760155202,*,296.4537760155202,296.4537760155202,*,296.4537760155202
+21,3,2,32,296.17655227480776,*,296.17655227480776,*,*,*
+21,3,2,32,298.4978943167886,*,298.4978943167886,298.4978943167886,*,298.4978943167886
+22,3,2,32,296.96861532558404,296.96861532558404,296.96861532558404,296.96861532558404,296.96861532558404,296.96861532558404
+22,3,2,32,295.1585447414025,*,295.1585447414025,295.1585447414025,*,295.1585447414025
+22,3,2,32,296.4121725109678,*,296.4121725109678,*,*,*
+22,3,2,32,298.6209165450427,*,298.6209165450427,*,*,*
+22,3,2,32,291.35668880248056,*,291.35668880248056,291.35668880248056,*,291.35668880248056
+23,3,2,32,299.20972216539104,299.20972216539104,299.20972216539104,299.20972216539104,*,299.20972216539104
+23,3,2,32,291.8658724851972,*,291.8658724851972,291.8658724851972,*,291.8658724851972
+23,3,2,32,293.8936459847215,*,293.8936459847215,*,*,*
+23,3,2,32,296.26491924933873,*,296.26491924933873,*,*,*
+23,3,2,32,298.04000532946503,*,298.04000532946503,*,*,*
+24,3,2,32,297.5698053788379,297.5698053788379,297.5698053788379,*,*,297.5698053788379
+24,3,2,32,302.89440351715535,*,302.89440351715535,*,*,*
+24,3,2,32,294.2880174506903,*,294.2880174506903,*,*,*
+24,3,2,32,292.14172285997415,*,292.14172285997415,*,*,*
+24,3,2,32,294.8192269816463,*,294.8192269816463,*,*,*
+25,3,2,32,297.4178783373885,297.4178783373885,297.4178783373885,297.4178783373885,*,297.4178783373885
+25,3,2,32,297.4868825034741,*,297.4868825034741,*,*,*
+25,3,2,32,298.15133294905917,*,298.15133294905917,298.15133294905917,*,298.15133294905917
+25,3,2,32,295.0970705649677,*,295.0970705649677,295.0970705649677,*,295.0970705649677
+25,3,2,32,298.16381254690697,*,298.16381254690697,*,*,*
+26,3,2,32,304.73670923551754,304.73670923551754,*,*,304.73670923551754,*
+26,3,2,32,299.1636346256729,*,*,299.1636346256729,*,299.1636346256729
+26,3,2,32,299.7718634817277,*,299.7718634817277,*,*,*
+26,3,2,32,304.8183923975105,*,304.8183923975105,304.8183923975105,*,304.8183923975105
+26,3,2,32,296.06689715694137,*,296.06689715694137,296.06689715694137,*,296.06689715694137
+27,3,2,32,301.14698687797664,301.14698687797664,301.14698687797664,*,301.14698687797664,*
+27,3,2,32,301.31087447374716,*,301.31087447374716,*,*,*
+27,3,2,32,302.1449332970971,*,*,*,*,*
+27,3,2,32,303.37606316208786,*,303.37606316208786,*,*,*
+27,3,2,32,300.8855264852922,*,300.8855264852922,*,*,*
+28,3,2,32,301.17364203767073,301.17364203767073,*,301.17364203767073,*,301.17364203767073
+28,3,2,32,303.82809713137505,*,*,303.82809713137505,*,303.82809713137505
+28,3,2,32,298.3829788603,*,298.3829788603,298.3829788603,*,298.3829788603
+28,3,2,32,293.87758709886066,*,293.87758709886066,*,*,*
+28,3,2,32,304.95616116922963,*,304.95616116922963,304.95616116922963,*,304.95616116922963
+29,3,2,32,302.7698058011312,302.7698058011312,302.7698058011312,302.7698058011312,302.7698058011312,302.7698058011312
+29,3,2,32,298.7796580818769,*,*,*,*,*
+29,3,2,32,301.56434387046124,*,301.56434387046124,301.56434387046124,*,301.56434387046124
+29,3,2,32,297.8363332423658,*,297.8363332423658,*,*,*
+29,3,2,32,297.06587275828645,*,297.06587275828645,297.06587275828645,*,297.06587275828645
+30,3,2,32,301.1809059937855,301.1809059937855,301.1809059937855,*,301.1809059937855,*
+30,3,2,32,295.1712236011494,*,295.1712236011494,*,*,295.1712236011494
+30,3,2,32,300.360615821959,*,300.360615821959,*,*,*
+30,3,2,32,298.6822224476274,*,298.6822224476274,*,*,*
+30,3,2,32,302.32411316299317,*,302.32411316299317,*,*,*
+31,3,2,32,301.37405325580255,301.37405325580255,301.37405325580255,*,301.37405325580255,*
+31,3,2,32,304.73197294460437,*,304.73197294460437,*,*,*
+31,3,2,32,295.2322286569903,*,295.2322286569903,*,*,*
+31,3,2,32,302.36705133981707,*,302.36705133981707,*,*,*
+31,3,2,32,302.2091738129497,*,302.2091738129497,*,*,302.2091738129497
+32,3,2,32,299.9014084962434,299.9014084962434,*,*,299.9014084962434,*
+32,3,2,32,298.64940770603636,*,*,298.64940770603636,*,298.64940770603636
+32,3,2,32,302.2775946598898,*,302.2775946598898,302.2775946598898,*,302.2775946598898
+32,3,2,32,299.32337765186145,*,*,299.32337765186145,*,299.32337765186145
+32,3,2,32,299.88651689028416,*,*,299.88651689028416,*,299.88651689028416
+33,3,2,32,302.3162179122736,302.3162179122736,302.3162179122736,302.3162179122736,302.3162179122736,302.3162179122736
+33,3,2,32,302.4731817473368,*,302.4731817473368,302.4731817473368,*,302.4731817473368
+33,3,2,32,299.90277645279525,*,*,299.90277645279525,*,299.90277645279525
+33,3,2,32,306.53296282239404,*,306.53296282239404,306.53296282239404,*,306.53296282239404
+33,3,2,32,302.27710042370336,*,302.27710042370336,*,*,*
+34,3,2,32,299.81353641984026,299.81353641984026,*,*,299.81353641984026,*
+34,3,2,32,298.67161093388984,*,298.67161093388984,*,*,*
+34,3,2,32,301.38941871260664,*,301.38941871260664,301.38941871260664,*,301.38941871260664
+34,3,2,32,302.45768572945923,*,*,302.45768572945923,*,302.45768572945923
+34,3,2,32,307.7892915600737,*,307.7892915600737,307.7892915600737,*,307.7892915600737
+35,3,2,32,306.7868129343063,306.7868129343063,306.7868129343063,306.7868129343063,306.7868129343063,306.7868129343063
+35,3,2,32,304.16943744561263,*,304.16943744561263,304.16943744561263,*,304.16943744561263
+35,3,2,32,299.4114646679138,*,299.4114646679138,*,*,*
+35,3,2,32,296.78379896706264,*,*,*,*,*
+35,3,2,32,299.49600458765065,*,299.49600458765065,*,*,*
+36,3,2,32,294.04863543509066,294.04863543509066,294.04863543509066,*,294.04863543509066,*
+36,3,2,32,297.88915891514984,*,297.88915891514984,*,*,*
+36,3,2,32,299.9469520944566,*,299.9469520944566,*,*,299.9469520944566
+36,3,2,32,298.44262878033425,*,298.44262878033425,*,*,*
+36,3,2,32,298.7743157804159,*,298.7743157804159,*,*,*
+37,3,2,32,303.69666015413253,303.69666015413253,303.69666015413253,*,303.69666015413253,303.69666015413253
+37,3,2,32,299.1935656753211,*,299.1935656753211,*,*,*
+37,3,2,32,304.8645881794767,*,*,*,*,*
+37,3,2,32,298.3864870138747,*,*,*,*,*
+37,3,2,32,297.46026705139593,*,297.46026705139593,*,*,*
+38,3,2,32,302.441307311019,302.441307311019,302.441307311019,*,*,302.441307311019
+38,3,2,32,305.03478477940433,*,305.03478477940433,*,*,*
+38,3,2,32,306.6794201363667,*,306.6794201363667,*,*,*
+38,3,2,32,298.83927699008694,*,298.83927699008694,*,*,*
+38,3,2,32,299.8550646260764,*,299.8550646260764,*,*,*
+39,3,2,32,298.35646900481225,298.35646900481225,298.35646900481225,*,298.35646900481225,*
+39,3,2,32,301.17608362163674,*,301.17608362163674,301.17608362163674,*,301.17608362163674
+39,3,2,32,302.81895164586376,*,302.81895164586376,302.81895164586376,*,302.81895164586376
+39,3,2,32,300.35273890281394,*,*,300.35273890281394,*,300.35273890281394
+39,3,2,32,300.6570378631499,*,300.6570378631499,300.6570378631499,*,300.6570378631499
+40,3,2,32,299.24380343196566,299.24380343196566,299.24380343196566,*,299.24380343196566,*
+40,3,2,32,295.97574973952544,*,295.97574973952544,*,*,*
+40,3,2,32,302.5230018199591,*,*,*,*,*
+40,3,2,32,301.45062050916937,*,301.45062050916937,*,*,*
+40,3,2,32,300.2158895174317,*,300.2158895174317,*,*,300.2158895174317
+41,3,2,32,302.64797304676694,302.64797304676694,*,302.64797304676694,302.64797304676694,302.64797304676694
+41,3,2,32,298.393463163093,*,298.393463163093,298.393463163093,*,298.393463163093
+41,3,2,32,304.6357049029856,*,304.6357049029856,*,*,*
+41,3,2,32,297.9442114333684,*,297.9442114333684,297.9442114333684,*,297.9442114333684
+41,3,2,32,299.9203891357751,*,*,*,*,*
+42,3,2,32,300.12024198022215,300.12024198022215,300.12024198022215,300.12024198022215,*,300.12024198022215
+42,3,2,32,307.0580264993022,*,307.0580264993022,*,*,*
+42,3,2,32,298.3999498121986,*,298.3999498121986,298.3999498121986,*,298.3999498121986
+42,3,2,32,298.98924656544466,*,298.98924656544466,298.98924656544466,*,298.98924656544466
+42,3,2,32,300.2118062353071,*,300.2118062353071,300.2118062353071,*,300.2118062353071
+43,3,2,32,295.0411297258071,295.0411297258071,*,295.0411297258071,295.0411297258071,295.0411297258071
+43,3,2,32,304.76193365953196,*,*,304.76193365953196,*,304.76193365953196
+43,3,2,32,297.6244254651737,*,297.6244254651737,297.6244254651737,*,297.6244254651737
+43,3,2,32,300.2661074629134,*,*,*,*,*
+43,3,2,32,302.09879930109855,*,302.09879930109855,*,*,*
+44,3,2,32,301.46340441419625,301.46340441419625,*,301.46340441419625,301.46340441419625,301.46340441419625
+44,3,2,32,304.7446968668755,*,*,304.7446968668755,*,304.7446968668755
+44,3,2,32,299.195822270159,*,299.195822270159,*,*,*
+44,3,2,32,302.9188904960499,*,302.9188904960499,*,*,*
+44,3,2,32,309.92535202017757,*,*,309.92535202017757,*,309.92535202017757
+45,3,2,32,301.2923463312909,301.2923463312909,*,*,301.2923463312909,*
+45,3,2,32,298.3364234768606,*,*,298.3364234768606,*,298.3364234768606
+45,3,2,32,301.78492940572625,*,301.78492940572625,*,*,*
+45,3,2,32,300.8515860249185,*,300.8515860249185,*,*,*
+45,3,2,32,303.1369782747543,*,303.1369782747543,303.1369782747543,*,303.1369782747543
+46,3,2,32,305.46026878837296,305.46026878837296,305.46026878837296,305.46026878837296,*,305.46026878837296
+46,3,2,32,299.2330204849115,*,299.2330204849115,*,*,*
+46,3,2,32,299.82858248349334,*,299.82858248349334,299.82858248349334,*,299.82858248349334
+46,3,2,32,299.7115886202359,*,299.7115886202359,*,*,*
+46,3,2,32,303.53417699900655,*,303.53417699900655,*,*,*
+47,3,2,32,301.70803487467333,301.70803487467333,*,*,301.70803487467333,*
+47,3,2,32,301.98319307001634,*,301.98319307001634,301.98319307001634,*,301.98319307001634
+47,3,2,32,298.4052765716198,*,*,298.4052765716198,*,298.4052765716198
+47,3,2,32,298.7041880217862,*,298.7041880217862,*,*,*
+47,3,2,32,300.6635630061151,*,300.6635630061151,300.6635630061151,*,300.6635630061151
+48,3,2,32,300.302522619009,300.302522619009,300.302522619009,*,300.302522619009,*
+48,3,2,32,300.2520952034522,*,*,*,*,*
+48,3,2,32,302.4028983304197,*,*,302.4028983304197,*,302.4028983304197
+48,3,2,32,295.0010109303785,*,*,295.0010109303785,*,295.0010109303785
+48,3,2,32,298.82350766229405,*,298.82350766229405,298.82350766229405,*,298.82350766229405
+49,3,2,32,306.743215587351,306.743215587351,306.743215587351,*,306.743215587351,*
+49,3,2,32,300.2243030122509,*,300.2243030122509,300.2243030122509,*,300.2243030122509
+49,3,2,32,298.83461412457086,*,298.83461412457086,298.83461412457086,*,298.83461412457086
+49,3,2,32,297.187904584304,*,297.187904584304,297.187904584304,*,297.187904584304
+49,3,2,32,300.56528120835657,*,300.56528120835657,*,*,*
+50,3,2,32,298.88398576992836,298.88398576992836,*,298.88398576992836,298.88398576992836,298.88398576992836
+50,3,2,32,295.458516612213,*,295.458516612213,295.458516612213,*,295.458516612213
+50,3,2,32,301.4023321850709,*,*,301.4023321850709,*,301.4023321850709
+50,3,2,32,302.8642145855312,*,302.8642145855312,302.8642145855312,*,302.8642145855312
+50,3,2,32,302.11917076129504,*,302.11917076129504,302.11917076129504,*,302.11917076129504
+51,3,2,32,294.5222599361306,294.5222599361306,294.5222599361306,*,294.5222599361306,*
+51,3,2,32,290.7664045275682,*,290.7664045275682,*,*,*
+51,3,2,32,293.72840942719694,*,*,*,*,293.72840942719694
+51,3,2,32,298.99992759550105,*,298.99992759550105,*,*,*
+51,3,2,32,298.0849505955465,*,298.0849505955465,*,*,*
+52,3,2,32,297.179701983322,297.179701983322,297.179701983322,297.179701983322,297.179701983322,297.179701983322
+52,3,2,32,297.39489755076204,*,297.39489755076204,297.39489755076204,*,297.39489755076204
+52,3,2,32,300.059287105195,*,300.059287105195,300.059287105195,*,300.059287105195
+52,3,2,32,299.12387826831446,*,299.12387826831446,*,*,*
+52,3,2,32,298.1348412416686,*,298.1348412416686,*,*,*
+53,3,2,32,299.34870556192584,299.34870556192584,299.34870556192584,299.34870556192584,299.34870556192584,299.34870556192584
+53,3,2,32,302.0889303591705,*,302.0889303591705,302.0889303591705,*,302.0889303591705
+53,3,2,32,296.4587723025423,*,*,*,*,*
+53,3,2,32,295.166142130814,*,295.166142130814,*,*,*
+53,3,2,32,296.13265078106303,*,296.13265078106303,296.13265078106303,*,296.13265078106303
+54,3,2,32,296.66353744029976,296.66353744029976,296.66353744029976,296.66353744029976,*,296.66353744029976
+54,3,2,32,290.731464135282,*,290.731464135282,290.731464135282,*,290.731464135282
+54,3,2,32,297.7823122239783,*,297.7823122239783,297.7823122239783,*,297.7823122239783
+54,3,2,32,297.75436834552625,*,*,*,*,*
+54,3,2,32,295.90720434513986,*,*,295.90720434513986,*,295.90720434513986
+55,3,2,32,301.7447832402461,301.7447832402461,301.7447832402461,*,301.7447832402461,*
+55,3,2,32,294.7910546975515,*,294.7910546975515,294.7910546975515,*,294.7910546975515
+55,3,2,32,301.37090709753426,*,*,301.37090709753426,*,301.37090709753426
+55,3,2,32,297.52431508239295,*,297.52431508239295,297.52431508239295,*,297.52431508239295
+55,3,2,32,294.87580721559954,*,294.87580721559954,*,*,*
+56,3,2,32,296.49146917319047,296.49146917319047,296.49146917319047,*,296.49146917319047,*
+56,3,2,32,293.3639497352415,*,*,293.3639497352415,*,293.3639497352415
+56,3,2,32,295.65062414857476,*,295.65062414857476,*,*,*
+56,3,2,32,293.8341203659836,*,293.8341203659836,293.8341203659836,*,293.8341203659836
+56,3,2,32,294.4633887495803,*,*,294.4633887495803,*,294.4633887495803
+57,3,2,32,299.0178727208302,299.0178727208302,299.0178727208302,299.0178727208302,299.0178727208302,299.0178727208302
+57,3,2,32,294.86837987511075,*,294.86837987511075,294.86837987511075,*,294.86837987511075
+57,3,2,32,299.34214069322996,*,299.34214069322996,299.34214069322996,*,299.34214069322996
+57,3,2,32,305.98646606042416,*,305.98646606042416,*,*,*
+57,3,2,32,291.57467523425584,*,*,291.57467523425584,*,291.57467523425584
+58,3,2,32,296.3034806639277,296.3034806639277,*,*,296.3034806639277,*
+58,3,2,32,296.3049939712155,*,296.3049939712155,*,*,296.3049939712155
+58,3,2,32,295.70729586120615,*,*,*,*,*
+58,3,2,32,298.71016392402095,*,298.71016392402095,*,*,*
+58,3,2,32,298.32395092889965,*,298.32395092889965,*,*,*
+59,3,2,32,299.41558207550196,299.41558207550196,*,*,299.41558207550196,*
+59,3,2,32,300.6351736733304,*,*,*,*,300.6351736733304
+59,3,2,32,300.57451478382154,*,300.57451478382154,*,*,*
+59,3,2,32,289.66099987880654,*,*,*,*,*
+59,3,2,32,299.8004006980751,*,299.8004006980751,*,*,*
+60,3,2,32,297.38206289701327,297.38206289701327,297.38206289701327,*,297.38206289701327,*
+60,3,2,32,298.88520809265776,*,298.88520809265776,298.88520809265776,*,298.88520809265776
+60,3,2,32,291.07401752811336,*,291.07401752811336,291.07401752811336,*,291.07401752811336
+60,3,2,32,290.483134708037,*,290.483134708037,290.483134708037,*,290.483134708037
+60,3,2,32,297.75049976133766,*,*,*,*,*
+61,3,2,32,301.7579101294979,301.7579101294979,*,*,301.7579101294979,*
+61,3,2,32,297.61933062658585,*,297.61933062658585,297.61933062658585,*,297.61933062658585
+61,3,2,32,296.7429292034228,*,*,296.7429292034228,*,296.7429292034228
+61,3,2,32,297.8220311072069,*,297.8220311072069,297.8220311072069,*,297.8220311072069
+61,3,2,32,302.121178143575,*,*,302.121178143575,*,302.121178143575
+62,3,2,32,296.37385537196815,296.37385537196815,296.37385537196815,*,296.37385537196815,*
+62,3,2,32,293.21303909423153,*,*,*,*,*
+62,3,2,32,292.8802321561269,*,292.8802321561269,292.8802321561269,*,292.8802321561269
+62,3,2,32,298.522282249584,*,298.522282249584,298.522282249584,*,298.522282249584
+62,3,2,32,297.74218529557425,*,*,*,*,*
+63,3,2,32,297.42980750049435,297.42980750049435,*,*,297.42980750049435,*
+63,3,2,32,296.57287077423763,*,296.57287077423763,296.57287077423763,*,296.57287077423763
+63,3,2,32,298.9190689046961,*,298.9190689046961,298.9190689046961,*,298.9190689046961
+63,3,2,32,296.06220766637426,*,296.06220766637426,*,*,*
+63,3,2,32,292.26668844545367,*,292.26668844545367,*,*,*
+64,3,2,32,302.3828410534971,302.3828410534971,302.3828410534971,302.3828410534971,302.3828410534971,302.3828410534971
+64,3,2,32,295.0911164622049,*,295.0911164622049,295.0911164622049,*,295.0911164622049
+64,3,2,32,297.87894715021866,*,297.87894715021866,*,*,*
+64,3,2,32,293.9907868570388,*,293.9907868570388,*,*,*
+64,3,2,32,293.16031420424457,*,293.16031420424457,*,*,*
+65,3,2,32,300.48267940918123,300.48267940918123,300.48267940918123,*,300.48267940918123,*
+65,3,2,32,302.3024468622648,*,302.3024468622648,302.3024468622648,*,302.3024468622648
+65,3,2,32,297.2536584061667,*,297.2536584061667,297.2536584061667,*,297.2536584061667
+65,3,2,32,294.7168378513691,*,294.7168378513691,294.7168378513691,*,294.7168378513691
+65,3,2,32,299.5634000739069,*,*,*,*,*
+66,3,2,32,293.4170084698276,293.4170084698276,293.4170084698276,293.4170084698276,*,293.4170084698276
+66,3,2,32,300.7003358702891,*,300.7003358702891,*,*,*
+66,3,2,32,295.8035550661238,*,295.8035550661238,*,*,*
+66,3,2,32,298.27478687130906,*,298.27478687130906,298.27478687130906,*,298.27478687130906
+66,3,2,32,300.80237722592483,*,*,*,*,*
+67,3,2,32,304.73761786622254,304.73761786622254,304.73761786622254,*,304.73761786622254,*
+67,3,2,32,299.00158876803283,*,299.00158876803283,299.00158876803283,*,299.00158876803283
+67,3,2,32,295.99179628041486,*,*,295.99179628041486,*,295.99179628041486
+67,3,2,32,292.48388101701414,*,292.48388101701414,*,*,*
+67,3,2,32,296.368316357764,*,296.368316357764,*,*,*
+68,3,2,32,296.66365274103975,296.66365274103975,*,*,296.66365274103975,*
+68,3,2,32,297.8280779481345,*,297.8280779481345,*,*,*
+68,3,2,32,299.45330847273965,*,299.45330847273965,*,*,*
+68,3,2,32,298.9929385021942,*,298.9929385021942,*,*,*
+68,3,2,32,289.37743334783755,*,289.37743334783755,*,*,289.37743334783755
+69,3,2,32,298.042620075499,298.042620075499,298.042620075499,*,298.042620075499,*
+69,3,2,32,294.3139289410049,*,*,*,*,*
+69,3,2,32,298.6134884442669,*,298.6134884442669,*,*,*
+69,3,2,32,296.9482844717369,*,*,296.9482844717369,*,296.9482844717369
+69,3,2,32,293.56715181804196,*,293.56715181804196,293.56715181804196,*,293.56715181804196
+70,3,2,32,295.44190163256116,295.44190163256116,295.44190163256116,*,295.44190163256116,*
+70,3,2,32,296.92875123928434,*,*,*,*,*
+70,3,2,32,294.99841648955976,*,294.99841648955976,*,*,*
+70,3,2,32,295.3771651604889,*,295.3771651604889,295.3771651604889,*,295.3771651604889
+70,3,2,32,301.10858382951193,*,301.10858382951193,301.10858382951193,*,301.10858382951193
+71,3,2,32,294.040333448768,294.040333448768,*,*,294.040333448768,*
+71,3,2,32,297.57889310788806,*,297.57889310788806,297.57889310788806,*,297.57889310788806
+71,3,2,32,294.4624177641294,*,294.4624177641294,*,*,*
+71,3,2,32,299.70756507640385,*,299.70756507640385,299.70756507640385,*,299.70756507640385
+71,3,2,32,292.9469047717062,*,292.9469047717062,*,*,*
+72,3,2,32,298.95111331916553,298.95111331916553,298.95111331916553,298.95111331916553,298.95111331916553,298.95111331916553
+72,3,2,32,303.9757084171586,*,303.9757084171586,*,*,*
+72,3,2,32,297.7860837358881,*,297.7860837358881,*,*,*
+72,3,2,32,297.00426171161195,*,297.00426171161195,297.00426171161195,*,297.00426171161195
+72,3,2,32,292.39129218061066,*,*,292.39129218061066,*,292.39129218061066
+73,3,2,32,295.09810047070425,295.09810047070425,295.09810047070425,295.09810047070425,295.09810047070425,295.09810047070425
+73,3,2,32,298.20145108701377,*,*,298.20145108701377,*,298.20145108701377
+73,3,2,32,294.7498819148147,*,294.7498819148147,*,*,*
+73,3,2,32,298.21520082543475,*,298.21520082543475,*,*,*
+73,3,2,32,295.73002898658655,*,295.73002898658655,295.73002898658655,*,295.73002898658655
+74,3,2,32,297.48994959935766,297.48994959935766,*,297.48994959935766,297.48994959935766,297.48994959935766
+74,3,2,32,301.8229290920504,*,301.8229290920504,*,*,*
+74,3,2,32,300.7834500238982,*,*,300.7834500238982,*,300.7834500238982
+74,3,2,32,294.38128356067347,*,294.38128356067347,*,*,*
+74,3,2,32,297.554327038989,*,297.554327038989,297.554327038989,*,297.554327038989
+75,3,2,32,296.2390171223292,296.2390171223292,296.2390171223292,*,296.2390171223292,*
+75,3,2,32,296.4231897723974,*,*,296.4231897723974,*,296.4231897723974
+75,3,2,32,294.89387069240405,*,294.89387069240405,*,*,*
+75,3,2,32,302.4431288180519,*,302.4431288180519,*,*,*
+75,3,2,32,298.3933935749082,*,298.3933935749082,298.3933935749082,*,298.3933935749082
+76,3,2,32,298.2219572752155,298.2219572752155,298.2219572752155,*,298.2219572752155,*
+76,3,2,32,301.5735076600555,*,*,*,*,*
+76,3,2,32,301.93622149204174,*,301.93622149204174,*,*,301.93622149204174
+76,3,2,32,304.90548642387324,*,304.90548642387324,*,*,*
+76,3,2,32,303.8317674159422,*,*,*,*,*
+77,3,2,32,300.38965554367275,300.38965554367275,300.38965554367275,*,300.38965554367275,*
+77,3,2,32,299.16054531215207,*,*,299.16054531215207,*,299.16054531215207
+77,3,2,32,299.70904362124816,*,299.70904362124816,299.70904362124816,*,299.70904362124816
+77,3,2,32,303.3885515272545,*,303.3885515272545,*,*,*
+77,3,2,32,300.9009494509965,*,300.9009494509965,300.9009494509965,*,300.9009494509965
+78,3,2,32,297.8314811364487,297.8314811364487,297.8314811364487,297.8314811364487,297.8314811364487,297.8314811364487
+78,3,2,32,299.3723790791696,*,299.3723790791696,*,*,*
+78,3,2,32,305.6576302423451,*,305.6576302423451,305.6576302423451,*,305.6576302423451
+78,3,2,32,300.8498528343287,*,*,*,*,*
+78,3,2,32,297.48180784713463,*,297.48180784713463,*,*,*
+79,3,2,32,301.23576473437254,301.23576473437254,301.23576473437254,301.23576473437254,*,301.23576473437254
+79,3,2,32,294.93150787190194,*,294.93150787190194,*,*,*
+79,3,2,32,301.73822860136056,*,301.73822860136056,*,*,*
+79,3,2,32,301.6077881730363,*,301.6077881730363,301.6077881730363,*,301.6077881730363
+79,3,2,32,306.4824221504624,*,306.4824221504624,306.4824221504624,*,306.4824221504624
+80,3,2,32,305.2941243926803,305.2941243926803,305.2941243926803,*,305.2941243926803,*
+80,3,2,32,299.67607532470635,*,299.67607532470635,*,*,*
+80,3,2,32,305.167623984626,*,305.167623984626,305.167623984626,*,305.167623984626
+80,3,2,32,300.0403239389772,*,300.0403239389772,300.0403239389772,*,300.0403239389772
+80,3,2,32,301.236795495818,*,301.236795495818,*,*,*
+81,3,2,32,296.0129674721242,296.0129674721242,296.0129674721242,296.0129674721242,296.0129674721242,296.0129674721242
+81,3,2,32,300.47252256136727,*,300.47252256136727,300.47252256136727,*,300.47252256136727
+81,3,2,32,301.0275860332746,*,*,*,*,*
+81,3,2,32,305.4464975435186,*,305.4464975435186,*,*,*
+81,3,2,32,304.0070904376062,*,*,304.0070904376062,*,304.0070904376062
+82,3,2,32,305.63743401381544,305.63743401381544,305.63743401381544,*,305.63743401381544,*
+82,3,2,32,304.00987939502926,*,304.00987939502926,*,*,*
+82,3,2,32,299.31510019099034,*,*,299.31510019099034,*,299.31510019099034
+82,3,2,32,303.78695492385907,*,303.78695492385907,*,*,*
+82,3,2,32,300.9158137986402,*,300.9158137986402,300.9158137986402,*,300.9158137986402
+83,3,2,32,306.517298828622,306.517298828622,306.517298828622,*,306.517298828622,*
+83,3,2,32,299.03041960100643,*,299.03041960100643,*,*,299.03041960100643
+83,3,2,32,303.67511192034715,*,303.67511192034715,*,*,*
+83,3,2,32,301.7188227965582,*,301.7188227965582,*,*,*
+83,3,2,32,300.7931501681195,*,300.7931501681195,*,*,*
+84,3,2,32,300.05025478865736,300.05025478865736,300.05025478865736,300.05025478865736,300.05025478865736,300.05025478865736
+84,3,2,32,303.09883418604295,*,*,303.09883418604295,*,303.09883418604295
+84,3,2,32,300.99404464818974,*,*,300.99404464818974,*,300.99404464818974
+84,3,2,32,306.5692260044909,*,306.5692260044909,*,*,*
+84,3,2,32,302.33982871909245,*,*,*,*,*
+85,3,2,32,301.2818362657754,301.2818362657754,301.2818362657754,*,301.2818362657754,*
+85,3,2,32,303.79823832232245,*,303.79823832232245,*,*,*
+85,3,2,32,304.39365723865785,*,304.39365723865785,*,*,*
+85,3,2,32,303.049924750649,*,303.049924750649,*,*,*
+85,3,2,32,300.2012296488063,*,*,*,*,*
+86,3,2,32,304.75711508324366,304.75711508324366,304.75711508324366,304.75711508324366,304.75711508324366,304.75711508324366
+86,3,2,32,298.81592833656197,*,*,298.81592833656197,*,298.81592833656197
+86,3,2,32,303.8951905643101,*,303.8951905643101,303.8951905643101,*,303.8951905643101
+86,3,2,32,302.8617919457556,*,*,302.8617919457556,*,302.8617919457556
+86,3,2,32,303.0393333073717,*,303.0393333073717,303.0393333073717,*,303.0393333073717
+87,3,2,32,305.4938295933819,305.4938295933819,*,305.4938295933819,305.4938295933819,305.4938295933819
+87,3,2,32,297.74926067865545,*,297.74926067865545,*,*,*
+87,3,2,32,304.24230931204863,*,304.24230931204863,304.24230931204863,*,304.24230931204863
+87,3,2,32,304.20480446175657,*,304.20480446175657,*,*,*
+87,3,2,32,304.5219157861885,*,304.5219157861885,*,*,*
+88,3,2,32,300.4449317885856,300.4449317885856,300.4449317885856,300.4449317885856,300.4449317885856,300.4449317885856
+88,3,2,32,296.9775671566139,*,*,296.9775671566139,*,296.9775671566139
+88,3,2,32,304.39515284106534,*,304.39515284106534,*,*,*
+88,3,2,32,301.07894209845404,*,301.07894209845404,301.07894209845404,*,301.07894209845404
+88,3,2,32,298.561101893467,*,298.561101893467,*,*,*
+89,3,2,32,310.2009670041146,310.2009670041146,310.2009670041146,*,*,*
+89,3,2,32,303.02367841943476,*,303.02367841943476,303.02367841943476,*,303.02367841943476
+89,3,2,32,298.316077279708,*,298.316077279708,*,*,*
+89,3,2,32,300.8967835358491,*,300.8967835358491,*,*,*
+89,3,2,32,297.16343633309253,*,297.16343633309253,297.16343633309253,*,297.16343633309253
+90,3,2,32,305.557439234488,305.557439234488,305.557439234488,*,305.557439234488,*
+90,3,2,32,306.1057600994819,*,306.1057600994819,*,*,*
+90,3,2,32,303.24528169254523,*,303.24528169254523,303.24528169254523,*,303.24528169254523
+90,3,2,32,300.99093504136914,*,300.99093504136914,300.99093504136914,*,300.99093504136914
+90,3,2,32,302.01117575543213,*,302.01117575543213,302.01117575543213,*,302.01117575543213
+91,3,2,32,303.567778350404,303.567778350404,303.567778350404,303.567778350404,303.567778350404,303.567778350404
+91,3,2,32,305.4882734785566,*,305.4882734785566,305.4882734785566,*,305.4882734785566
+91,3,2,32,305.8331352912195,*,305.8331352912195,*,*,*
+91,3,2,32,298.7461271568272,*,*,*,*,*
+91,3,2,32,298.1192405014613,*,298.1192405014613,*,*,*
+92,3,2,32,303.88133626344023,303.88133626344023,303.88133626344023,*,303.88133626344023,*
+92,3,2,32,304.8776300574899,*,304.8776300574899,*,*,*
+92,3,2,32,299.22534811735284,*,*,299.22534811735284,*,299.22534811735284
+92,3,2,32,304.92764687805203,*,304.92764687805203,*,*,*
+92,3,2,32,301.780472235674,*,301.780472235674,301.780472235674,*,301.780472235674
+93,3,2,32,302.1862614935726,302.1862614935726,302.1862614935726,*,*,*
+93,3,2,32,309.78904726421587,*,309.78904726421587,*,*,*
+93,3,2,32,301.93798791267255,*,301.93798791267255,301.93798791267255,*,301.93798791267255
+93,3,2,32,302.24283752833304,*,302.24283752833304,*,*,*
+93,3,2,32,306.5529504719693,*,306.5529504719693,306.5529504719693,*,306.5529504719693
+94,3,2,32,301.72625433836475,301.72625433836475,*,301.72625433836475,301.72625433836475,301.72625433836475
+94,3,2,32,305.55354518990777,*,*,*,*,*
+94,3,2,32,302.5045058921328,*,302.5045058921328,*,*,*
+94,3,2,32,302.3396631985505,*,302.3396631985505,302.3396631985505,*,302.3396631985505
+94,3,2,32,305.9776888629016,*,305.9776888629016,305.9776888629016,*,305.9776888629016
+95,3,2,32,302.94499150401754,302.94499150401754,*,302.94499150401754,302.94499150401754,302.94499150401754
+95,3,2,32,305.729932737858,*,*,*,*,*
+95,3,2,32,301.0146166655068,*,301.0146166655068,301.0146166655068,*,301.0146166655068
+95,3,2,32,302.44686900035606,*,302.44686900035606,302.44686900035606,*,302.44686900035606
+95,3,2,32,299.83573386069395,*,299.83573386069395,*,*,*
+96,3,2,32,305.8470982474295,305.8470982474295,305.8470982474295,*,*,*
+96,3,2,32,306.1003888994084,*,306.1003888994084,*,*,306.1003888994084
+96,3,2,32,300.20176290289237,*,300.20176290289237,*,*,*
+96,3,2,32,303.8564348588713,*,303.8564348588713,*,*,*
+96,3,2,32,304.64442272980926,*,304.64442272980926,*,*,*
+97,3,2,32,297.6262804725915,297.6262804725915,*,*,297.6262804725915,*
+97,3,2,32,294.0692678075176,*,294.0692678075176,*,*,*
+97,3,2,32,297.5625371475936,*,297.5625371475936,*,*,*
+97,3,2,32,297.5706079016575,*,*,297.5706079016575,*,297.5706079016575
+97,3,2,32,298.6019557222953,*,*,298.6019557222953,*,298.6019557222953
+98,3,2,32,305.32797900070915,305.32797900070915,305.32797900070915,*,305.32797900070915,*
+98,3,2,32,312.40234758457746,*,312.40234758457746,*,*,*
+98,3,2,32,298.85517931636406,*,298.85517931636406,298.85517931636406,*,298.85517931636406
+98,3,2,32,298.8353883807789,*,298.8353883807789,*,*,*
+98,3,2,32,301.52989362388814,*,301.52989362388814,301.52989362388814,*,301.52989362388814
+99,3,2,32,298.2961998586913,298.2961998586913,298.2961998586913,*,298.2961998586913,*
+99,3,2,32,303.07111454420726,*,303.07111454420726,*,*,*
+99,3,2,32,301.06619459504606,*,*,301.06619459504606,*,301.06619459504606
+99,3,2,32,305.70533599562043,*,305.70533599562043,*,*,*
+99,3,2,32,304.28732659413845,*,304.28732659413845,304.28732659413845,*,304.28732659413845
+100,3,2,32,303.1957503329221,303.1957503329221,303.1957503329221,*,303.1957503329221,*
+100,3,2,32,309.3170941273972,*,309.3170941273972,309.3170941273972,*,309.3170941273972
+100,3,2,32,304.644609296582,*,304.644609296582,304.644609296582,*,304.644609296582
+100,3,2,32,308.60431993633347,*,308.60431993633347,308.60431993633347,*,308.60431993633347
+100,3,2,32,300.5221546260322,*,300.5221546260322,*,*,*
+1,4,1,41,299.04082810483084,299.04082810483084,299.04082810483084,299.04082810483084,*,299.04082810483084
+1,4,1,41,296.98961578383773,*,296.98961578383773,296.98961578383773,*,296.98961578383773
+1,4,1,41,297.64379811237256,*,297.64379811237256,*,*,*
+1,4,1,41,299.67664387915033,*,299.67664387915033,299.67664387915033,*,299.67664387915033
+1,4,1,41,295.7126971530201,*,295.7126971530201,295.7126971530201,*,295.7126971530201
+2,4,1,41,297.02245570552435,297.02245570552435,*,297.02245570552435,*,297.02245570552435
+2,4,1,41,298.7852441996958,*,298.7852441996958,298.7852441996958,*,298.7852441996958
+2,4,1,41,300.34954317356716,*,*,300.34954317356716,*,300.34954317356716
+2,4,1,41,301.0700317346208,*,301.0700317346208,*,*,*
+2,4,1,41,299.4522546675526,*,*,299.4522546675526,*,299.4522546675526
+3,4,1,41,300.7850391411475,300.7850391411475,300.7850391411475,*,300.7850391411475,*
+3,4,1,41,298.67081381612115,*,298.67081381612115,*,*,*
+3,4,1,41,294.2775403679732,*,294.2775403679732,*,*,*
+3,4,1,41,297.7015527355302,*,297.7015527355302,*,*,*
+3,4,1,41,301.9229525644323,*,301.9229525644323,*,*,301.9229525644323
+4,4,1,41,296.7619405140666,296.7619405140666,296.7619405140666,296.7619405140666,296.7619405140666,296.7619405140666
+4,4,1,41,301.32437883425894,*,301.32437883425894,301.32437883425894,*,301.32437883425894
+4,4,1,41,303.4010925366511,*,*,*,*,*
+4,4,1,41,300.9884388039489,*,300.9884388039489,*,*,*
+4,4,1,41,298.2442681787617,*,298.2442681787617,298.2442681787617,*,298.2442681787617
+5,4,1,41,298.2643020597212,298.2643020597212,298.2643020597212,*,298.2643020597212,*
+5,4,1,41,303.43375871875435,*,303.43375871875435,*,*,*
+5,4,1,41,299.1515816373495,*,299.1515816373495,299.1515816373495,*,299.1515816373495
+5,4,1,41,297.43333283575106,*,297.43333283575106,297.43333283575106,*,297.43333283575106
+5,4,1,41,299.44968596752557,*,299.44968596752557,*,*,*
+6,4,1,41,301.2115317294676,301.2115317294676,301.2115317294676,301.2115317294676,301.2115317294676,301.2115317294676
+6,4,1,41,295.82779947313816,*,295.82779947313816,295.82779947313816,*,295.82779947313816
+6,4,1,41,299.3103729709378,*,299.3103729709378,*,*,*
+6,4,1,41,296.2150629671675,*,296.2150629671675,296.2150629671675,*,296.2150629671675
+6,4,1,41,294.82967091920233,*,294.82967091920233,294.82967091920233,*,294.82967091920233
+7,4,1,41,299.20957152175544,299.20957152175544,299.20957152175544,*,299.20957152175544,*
+7,4,1,41,295.3169601728178,*,*,*,*,295.3169601728178
+7,4,1,41,300.3233380844238,*,*,*,*,*
+7,4,1,41,297.5568787075743,*,297.5568787075743,*,*,*
+7,4,1,41,301.9300847099099,*,301.9300847099099,*,*,*
+8,4,1,41,297.55469200447516,297.55469200447516,297.55469200447516,*,297.55469200447516,297.55469200447516
+8,4,1,41,297.4746085266577,*,297.4746085266577,*,*,*
+8,4,1,41,299.6317603697056,*,299.6317603697056,*,*,*
+8,4,1,41,297.11991142508134,*,297.11991142508134,*,*,*
+8,4,1,41,297.4497136335767,*,297.4497136335767,*,*,*
+9,4,1,41,301.3998518703383,301.3998518703383,301.3998518703383,*,301.3998518703383,*
+9,4,1,41,304.606454843299,*,304.606454843299,304.606454843299,*,304.606454843299
+9,4,1,41,299.30682608475706,*,299.30682608475706,299.30682608475706,*,299.30682608475706
+9,4,1,41,297.5893750661772,*,297.5893750661772,*,*,*
+9,4,1,41,300.06990168914757,*,*,300.06990168914757,*,300.06990168914757
+10,4,1,41,299.0400824570616,299.0400824570616,299.0400824570616,*,299.0400824570616,*
+10,4,1,41,295.44098303773075,*,295.44098303773075,295.44098303773075,*,295.44098303773075
+10,4,1,41,298.7447822637897,*,298.7447822637897,*,*,*
+10,4,1,41,302.4782539558557,*,302.4782539558557,302.4782539558557,*,302.4782539558557
+10,4,1,41,292.8021502874941,*,292.8021502874941,*,*,*
+11,4,1,41,303.24097680554445,303.24097680554445,*,*,303.24097680554445,*
+11,4,1,41,302.094847777231,*,302.094847777231,*,*,302.094847777231
+11,4,1,41,299.5594443006436,*,299.5594443006436,*,*,*
+11,4,1,41,298.03054896419474,*,298.03054896419474,*,*,*
+11,4,1,41,300.2690885785253,*,300.2690885785253,*,*,*
+12,4,1,41,303.22654152676915,303.22654152676915,303.22654152676915,*,303.22654152676915,*
+12,4,1,41,303.0561403555516,*,303.0561403555516,*,*,*
+12,4,1,41,296.1689303371758,*,296.1689303371758,296.1689303371758,*,296.1689303371758
+12,4,1,41,292.49236361319765,*,292.49236361319765,292.49236361319765,*,292.49236361319765
+12,4,1,41,300.8691041930433,*,*,300.8691041930433,*,300.8691041930433
+13,4,1,41,299.7920311017883,299.7920311017883,299.7920311017883,*,299.7920311017883,*
+13,4,1,41,298.2567671500571,*,*,298.2567671500571,*,298.2567671500571
+13,4,1,41,300.3302223780727,*,*,300.3302223780727,*,300.3302223780727
+13,4,1,41,297.8917520050552,*,*,*,*,*
+13,4,1,41,301.9271064397768,*,*,301.9271064397768,*,301.9271064397768
+14,4,1,41,298.5408138828395,298.5408138828395,298.5408138828395,*,298.5408138828395,*
+14,4,1,41,296.4625396292263,*,296.4625396292263,296.4625396292263,*,296.4625396292263
+14,4,1,41,297.27735185152955,*,297.27735185152955,297.27735185152955,*,297.27735185152955
+14,4,1,41,297.0530088270592,*,*,*,*,*
+14,4,1,41,303.7819459217178,*,*,303.7819459217178,*,303.7819459217178
+15,4,1,41,300.4784846229047,300.4784846229047,300.4784846229047,300.4784846229047,300.4784846229047,300.4784846229047
+15,4,1,41,301.6756830367867,*,*,301.6756830367867,*,301.6756830367867
+15,4,1,41,298.4713793671602,*,298.4713793671602,*,*,*
+15,4,1,41,302.3657907810382,*,*,*,*,*
+15,4,1,41,298.86700917110306,*,298.86700917110306,298.86700917110306,*,298.86700917110306
+16,4,1,41,298.7982221323286,298.7982221323286,298.7982221323286,298.7982221323286,298.7982221323286,298.7982221323286
+16,4,1,41,303.50781012816225,*,303.50781012816225,*,*,*
+16,4,1,41,297.4873073937872,*,297.4873073937872,*,*,*
+16,4,1,41,299.55625395264354,*,299.55625395264354,299.55625395264354,*,299.55625395264354
+16,4,1,41,304.2999833029361,*,304.2999833029361,*,*,*
+17,4,1,41,302.3123270218502,302.3123270218502,302.3123270218502,*,*,*
+17,4,1,41,305.66606148737196,*,305.66606148737196,305.66606148737196,*,305.66606148737196
+17,4,1,41,299.61950154874114,*,299.61950154874114,299.61950154874114,*,299.61950154874114
+17,4,1,41,304.2442524194834,*,304.2442524194834,304.2442524194834,*,304.2442524194834
+17,4,1,41,296.48443983651043,*,296.48443983651043,*,*,*
+18,4,1,41,299.80661400917234,299.80661400917234,*,*,299.80661400917234,*
+18,4,1,41,295.2452771165229,*,*,*,*,295.2452771165229
+18,4,1,41,301.0191573640008,*,301.0191573640008,*,*,*
+18,4,1,41,297.2012222077545,*,*,*,*,*
+18,4,1,41,302.80837976839877,*,302.80837976839877,*,*,*
+19,4,1,41,300.03766622589177,300.03766622589177,300.03766622589177,300.03766622589177,*,300.03766622589177
+19,4,1,41,300.0799534066488,*,300.0799534066488,*,*,*
+19,4,1,41,301.76463894208797,*,301.76463894208797,301.76463894208797,*,301.76463894208797
+19,4,1,41,295.3922531924875,*,295.3922531924875,295.3922531924875,*,295.3922531924875
+19,4,1,41,299.7832613014231,*,299.7832613014231,299.7832613014231,*,299.7832613014231
+20,4,1,41,299.5949302009611,299.5949302009611,299.5949302009611,*,299.5949302009611,*
+20,4,1,41,296.6854835621121,*,*,*,*,*
+20,4,1,41,298.2765562455275,*,298.2765562455275,*,*,*
+20,4,1,41,301.24319740630347,*,301.24319740630347,301.24319740630347,*,301.24319740630347
+20,4,1,41,300.06990130476464,*,300.06990130476464,300.06990130476464,*,300.06990130476464
+21,4,1,41,301.1221279227164,301.1221279227164,301.1221279227164,*,301.1221279227164,*
+21,4,1,41,298.5373803763021,*,*,298.5373803763021,*,298.5373803763021
+21,4,1,41,299.1786999752072,*,299.1786999752072,*,*,*
+21,4,1,41,305.21845594031606,*,*,305.21845594031606,*,305.21845594031606
+21,4,1,41,297.9234325567559,*,297.9234325567559,*,*,*
+22,4,1,41,303.91363451420335,303.91363451420335,*,303.91363451420335,303.91363451420335,303.91363451420335
+22,4,1,41,298.51690383985317,*,298.51690383985317,298.51690383985317,*,298.51690383985317
+22,4,1,41,298.97200827151664,*,298.97200827151664,298.97200827151664,*,298.97200827151664
+22,4,1,41,304.02858807654326,*,304.02858807654326,304.02858807654326,*,304.02858807654326
+22,4,1,41,302.7560305469218,*,302.7560305469218,*,*,*
+23,4,1,41,297.7627066155647,297.7627066155647,297.7627066155647,297.7627066155647,*,297.7627066155647
+23,4,1,41,298.1048880092062,*,*,298.1048880092062,*,298.1048880092062
+23,4,1,41,304.45271635378344,*,304.45271635378344,*,*,*
+23,4,1,41,299.53468563479913,*,*,*,*,*
+23,4,1,41,297.551553822623,*,*,297.551553822623,*,297.551553822623
+24,4,1,41,297.54752932356246,297.54752932356246,*,297.54752932356246,297.54752932356246,297.54752932356246
+24,4,1,41,297.88878452103006,*,*,*,*,*
+24,4,1,41,300.11266579166175,*,300.11266579166175,300.11266579166175,*,300.11266579166175
+24,4,1,41,302.1762005724736,*,302.1762005724736,302.1762005724736,*,302.1762005724736
+24,4,1,41,292.4111443175988,*,292.4111443175988,*,*,*
+25,4,1,41,302.0516440546054,302.0516440546054,*,302.0516440546054,302.0516440546054,302.0516440546054
+25,4,1,41,299.44060886017246,*,*,*,*,*
+25,4,1,41,297.0750518496407,*,297.0750518496407,*,*,*
+25,4,1,41,293.77317320877654,*,293.77317320877654,293.77317320877654,*,293.77317320877654
+25,4,1,41,300.5279822635226,*,300.5279822635226,*,*,*
+26,4,1,41,288.3769127342587,288.3769127342587,288.3769127342587,*,288.3769127342587,*
+26,4,1,41,297.806423594864,*,297.806423594864,297.806423594864,*,297.806423594864
+26,4,1,41,293.44695800108934,*,293.44695800108934,*,*,*
+26,4,1,41,299.1302358515597,*,299.1302358515597,*,*,*
+26,4,1,41,300.10524470829205,*,300.10524470829205,300.10524470829205,*,300.10524470829205
+27,4,1,41,296.1042980318985,296.1042980318985,296.1042980318985,*,*,*
+27,4,1,41,295.55049142022324,*,295.55049142022324,*,*,*
+27,4,1,41,301.3664192674457,*,301.3664192674457,301.3664192674457,*,301.3664192674457
+27,4,1,41,297.5909904172337,*,297.5909904172337,297.5909904172337,*,297.5909904172337
+27,4,1,41,301.16724126187,*,301.16724126187,*,*,*
+28,4,1,41,291.82207250871556,291.82207250871556,291.82207250871556,291.82207250871556,291.82207250871556,291.82207250871556
+28,4,1,41,291.9720799989798,*,291.9720799989798,*,*,*
+28,4,1,41,300.22385482259415,*,300.22385482259415,*,*,*
+28,4,1,41,291.6869968012919,*,*,*,*,*
+28,4,1,41,299.9353979171993,*,299.9353979171993,299.9353979171993,*,299.9353979171993
+29,4,1,41,295.1487782946751,295.1487782946751,*,*,295.1487782946751,*
+29,4,1,41,292.4179270325387,*,292.4179270325387,*,*,*
+29,4,1,41,297.1505500493791,*,297.1505500493791,297.1505500493791,*,297.1505500493791
+29,4,1,41,300.4875528350043,*,300.4875528350043,*,*,*
+29,4,1,41,303.4105948246927,*,*,303.4105948246927,*,303.4105948246927
+30,4,1,41,298.24425156722936,298.24425156722936,298.24425156722936,298.24425156722936,*,298.24425156722936
+30,4,1,41,300.7978712053828,*,300.7978712053828,300.7978712053828,*,300.7978712053828
+30,4,1,41,294.24424989400916,*,294.24424989400916,294.24424989400916,*,294.24424989400916
+30,4,1,41,294.09944637097794,*,294.09944637097794,294.09944637097794,*,294.09944637097794
+30,4,1,41,296.5029567714752,*,296.5029567714752,*,*,*
+31,4,1,41,297.4092006030226,297.4092006030226,297.4092006030226,*,297.4092006030226,*
+31,4,1,41,296.4750451109766,*,296.4750451109766,296.4750451109766,*,296.4750451109766
+31,4,1,41,295.4445095857362,*,295.4445095857362,*,*,*
+31,4,1,41,294.13507451566767,*,*,*,*,*
+31,4,1,41,297.8109587926912,*,*,297.8109587926912,*,297.8109587926912
+32,4,1,41,290.8195418549807,290.8195418549807,*,*,290.8195418549807,*
+32,4,1,41,293.34770062147106,*,293.34770062147106,*,*,*
+32,4,1,41,296.11950257345643,*,*,*,*,296.11950257345643
+32,4,1,41,295.5941842328566,*,*,*,*,*
+32,4,1,41,295.72147626353376,*,*,*,*,*
+33,4,1,41,301.1965296565598,301.1965296565598,301.1965296565598,*,301.1965296565598,*
+33,4,1,41,291.58944557828096,*,291.58944557828096,*,*,291.58944557828096
+33,4,1,41,300.3485637046761,*,*,*,*,*
+33,4,1,41,292.570585794847,*,292.570585794847,*,*,*
+33,4,1,41,295.6432410421246,*,295.6432410421246,*,*,*
+34,4,1,41,294.71054975082404,294.71054975082404,294.71054975082404,*,*,*
+34,4,1,41,297.14408108557905,*,*,*,*,*
+34,4,1,41,299.3764375542176,*,299.3764375542176,299.3764375542176,*,299.3764375542176
+34,4,1,41,300.6113175689307,*,300.6113175689307,300.6113175689307,*,300.6113175689307
+34,4,1,41,295.1984361142681,*,*,*,*,*
+35,4,1,41,293.9977980204327,293.9977980204327,293.9977980204327,*,293.9977980204327,*
+35,4,1,41,292.5503214512114,*,292.5503214512114,*,*,*
+35,4,1,41,292.83240070520117,*,292.83240070520117,*,*,*
+35,4,1,41,291.33770656512917,*,291.33770656512917,291.33770656512917,*,291.33770656512917
+35,4,1,41,294.926699902997,*,294.926699902997,294.926699902997,*,294.926699902997
+36,4,1,41,295.67855100665395,295.67855100665395,295.67855100665395,295.67855100665395,295.67855100665395,295.67855100665395
+36,4,1,41,294.73923029549326,*,294.73923029549326,294.73923029549326,*,294.73923029549326
+36,4,1,41,295.153100589388,*,295.153100589388,*,*,*
+36,4,1,41,297.6778137245789,*,297.6778137245789,*,*,*
+36,4,1,41,297.5549269335132,*,297.5549269335132,*,*,*
+37,4,1,41,294.4132247121282,294.4132247121282,*,294.4132247121282,294.4132247121282,294.4132247121282
+37,4,1,41,296.0231468507811,*,296.0231468507811,296.0231468507811,*,296.0231468507811
+37,4,1,41,298.59737302025036,*,*,*,*,*
+37,4,1,41,293.96732785432,*,293.96732785432,293.96732785432,*,293.96732785432
+37,4,1,41,292.0318504925966,*,*,*,*,*
+38,4,1,41,292.01752960177737,292.01752960177737,292.01752960177737,292.01752960177737,292.01752960177737,292.01752960177737
+38,4,1,41,300.1902900258295,*,300.1902900258295,300.1902900258295,*,300.1902900258295
+38,4,1,41,297.7683045818214,*,297.7683045818214,*,*,*
+38,4,1,41,293.81865852253816,*,*,*,*,*
+38,4,1,41,302.717564561391,*,302.717564561391,*,*,*
+39,4,1,41,295.651270841046,295.651270841046,*,295.651270841046,*,295.651270841046
+39,4,1,41,296.51387324518794,*,296.51387324518794,296.51387324518794,*,296.51387324518794
+39,4,1,41,296.36336273588313,*,296.36336273588313,296.36336273588313,*,296.36336273588313
+39,4,1,41,298.932303922532,*,298.932303922532,298.932303922532,*,298.932303922532
+39,4,1,41,292.542410071302,*,292.542410071302,*,*,*
+40,4,1,41,293.08284371065054,293.08284371065054,*,*,293.08284371065054,*
+40,4,1,41,292.35709738605544,*,*,*,*,292.35709738605544
+40,4,1,41,296.67696178167336,*,*,*,*,*
+40,4,1,41,299.5489734955144,*,299.5489734955144,*,*,*
+40,4,1,41,296.6559780834561,*,*,*,*,*
+41,4,1,41,297.52835358685337,297.52835358685337,297.52835358685337,*,297.52835358685337,*
+41,4,1,41,298.459483691909,*,298.459483691909,298.459483691909,*,298.459483691909
+41,4,1,41,300.60269832813145,*,300.60269832813145,*,*,*
+41,4,1,41,291.5075244462827,*,291.5075244462827,291.5075244462827,*,291.5075244462827
+41,4,1,41,292.0009990167922,*,*,*,*,*
+42,4,1,41,301.71056169595334,301.71056169595334,301.71056169595334,301.71056169595334,301.71056169595334,301.71056169595334
+42,4,1,41,296.17131834641265,*,296.17131834641265,296.17131834641265,*,296.17131834641265
+42,4,1,41,298.58441781713464,*,298.58441781713464,*,*,*
+42,4,1,41,296.1659709978698,*,296.1659709978698,*,*,*
+42,4,1,41,296.0062975894047,*,296.0062975894047,296.0062975894047,*,296.0062975894047
+43,4,1,41,295.11420839124423,295.11420839124423,295.11420839124423,*,295.11420839124423,*
+43,4,1,41,292.9856386086368,*,*,292.9856386086368,*,292.9856386086368
+43,4,1,41,295.70183388390126,*,295.70183388390126,295.70183388390126,*,295.70183388390126
+43,4,1,41,291.53136804290455,*,291.53136804290455,291.53136804290455,*,291.53136804290455
+43,4,1,41,297.0755568518395,*,*,*,*,*
+44,4,1,41,297.3023623062522,297.3023623062522,*,*,297.3023623062522,*
+44,4,1,41,291.803548240685,*,291.803548240685,*,*,*
+44,4,1,41,299.661871979256,*,299.661871979256,*,*,*
+44,4,1,41,297.6308894352545,*,297.6308894352545,*,*,*
+44,4,1,41,295.59934417516746,*,295.59934417516746,*,*,*
+45,4,1,41,296.9072352546325,296.9072352546325,296.9072352546325,296.9072352546325,296.9072352546325,296.9072352546325
+45,4,1,41,300.75171986832413,*,300.75171986832413,*,*,*
+45,4,1,41,297.01448472230163,*,297.01448472230163,297.01448472230163,*,297.01448472230163
+45,4,1,41,297.3084968077212,*,297.3084968077212,297.3084968077212,*,297.3084968077212
+45,4,1,41,298.2277487134421,*,298.2277487134421,298.2277487134421,*,298.2277487134421
+46,4,1,41,292.3735804807801,292.3735804807801,292.3735804807801,292.3735804807801,*,292.3735804807801
+46,4,1,41,295.1527863631111,*,295.1527863631111,295.1527863631111,*,295.1527863631111
+46,4,1,41,301.74606486643574,*,301.74606486643574,*,*,*
+46,4,1,41,295.1071816220052,*,295.1071816220052,*,*,*
+46,4,1,41,299.37559184088667,*,*,299.37559184088667,*,299.37559184088667
+47,4,1,41,296.38722336783366,296.38722336783366,296.38722336783366,*,296.38722336783366,*
+47,4,1,41,295.4305931647401,*,295.4305931647401,295.4305931647401,*,295.4305931647401
+47,4,1,41,295.7721402595803,*,295.7721402595803,*,*,*
+47,4,1,41,293.4710445351748,*,293.4710445351748,293.4710445351748,*,293.4710445351748
+47,4,1,41,295.21025434554707,*,295.21025434554707,295.21025434554707,*,295.21025434554707
+48,4,1,41,297.64604178788863,297.64604178788863,*,*,297.64604178788863,*
+48,4,1,41,293.414356980696,*,293.414356980696,*,*,*
+48,4,1,41,297.74196161837864,*,297.74196161837864,297.74196161837864,*,297.74196161837864
+48,4,1,41,294.39208223558967,*,294.39208223558967,*,*,*
+48,4,1,41,296.79435976299936,*,*,296.79435976299936,*,296.79435976299936
+49,4,1,41,297.4137465346491,297.4137465346491,297.4137465346491,297.4137465346491,297.4137465346491,297.4137465346491
+49,4,1,41,296.75892751458053,*,296.75892751458053,*,*,*
+49,4,1,41,298.0014008414534,*,*,*,*,*
+49,4,1,41,296.91119618446066,*,296.91119618446066,296.91119618446066,*,296.91119618446066
+49,4,1,41,297.0959085884525,*,*,*,*,*
+50,4,1,41,292.159233900375,292.159233900375,292.159233900375,*,292.159233900375,*
+50,4,1,41,295.6913997475019,*,295.6913997475019,*,*,*
+50,4,1,41,294.1709882564649,*,294.1709882564649,294.1709882564649,*,294.1709882564649
+50,4,1,41,297.47470992947007,*,*,297.47470992947007,*,297.47470992947007
+50,4,1,41,293.328985176033,*,293.328985176033,*,*,*
+51,4,1,41,299.40077628809627,299.40077628809627,*,*,299.40077628809627,*
+51,4,1,41,301.78494599484094,*,*,*,*,*
+51,4,1,41,300.1629779828533,*,300.1629779828533,300.1629779828533,*,300.1629779828533
+51,4,1,41,299.8385431321714,*,299.8385431321714,299.8385431321714,*,299.8385431321714
+51,4,1,41,293.8076796269557,*,293.8076796269557,*,*,*
+52,4,1,41,304.53757576547196,304.53757576547196,304.53757576547196,304.53757576547196,304.53757576547196,304.53757576547196
+52,4,1,41,307.29327157109503,*,307.29327157109503,*,*,*
+52,4,1,41,302.77884813386027,*,302.77884813386027,*,*,*
+52,4,1,41,304.66320291469884,*,304.66320291469884,304.66320291469884,*,304.66320291469884
+52,4,1,41,303.2641915523296,*,303.2641915523296,*,*,*
+53,4,1,41,300.68854850631135,300.68854850631135,300.68854850631135,*,300.68854850631135,*
+53,4,1,41,300.2748705342622,*,300.2748705342622,*,*,*
+53,4,1,41,304.3348696997342,*,304.3348696997342,*,*,*
+53,4,1,41,305.1561410549361,*,305.1561410549361,*,*,*
+53,4,1,41,304.46643627327256,*,*,*,*,*
+54,4,1,41,302.10155490729136,302.10155490729136,*,302.10155490729136,*,302.10155490729136
+54,4,1,41,302.0918713660738,*,302.0918713660738,*,*,*
+54,4,1,41,299.6164855319373,*,*,299.6164855319373,*,299.6164855319373
+54,4,1,41,304.5444286606652,*,304.5444286606652,304.5444286606652,*,304.5444286606652
+54,4,1,41,301.1090068669849,*,301.1090068669849,301.1090068669849,*,301.1090068669849
+55,4,1,41,299.7591710426044,299.7591710426044,299.7591710426044,*,299.7591710426044,*
+55,4,1,41,299.5300333626641,*,299.5300333626641,299.5300333626641,*,299.5300333626641
+55,4,1,41,302.42650279514106,*,302.42650279514106,*,*,*
+55,4,1,41,303.7128344722687,*,303.7128344722687,303.7128344722687,*,303.7128344722687
+55,4,1,41,298.4107467176442,*,298.4107467176442,*,*,*
+56,4,1,41,304.7480878763499,304.7480878763499,304.7480878763499,304.7480878763499,304.7480878763499,304.7480878763499
+56,4,1,41,300.9106030059883,*,300.9106030059883,300.9106030059883,*,300.9106030059883
+56,4,1,41,301.44619620820345,*,301.44619620820345,*,*,*
+56,4,1,41,299.25545141318133,*,299.25545141318133,299.25545141318133,*,299.25545141318133
+56,4,1,41,303.51342590660533,*,303.51342590660533,303.51342590660533,*,303.51342590660533
+57,4,1,41,299.37021822596734,299.37021822596734,299.37021822596734,299.37021822596734,299.37021822596734,299.37021822596734
+57,4,1,41,306.93409254158246,*,306.93409254158246,306.93409254158246,*,306.93409254158246
+57,4,1,41,302.58379997705333,*,302.58379997705333,*,*,*
+57,4,1,41,301.1833987171391,*,301.1833987171391,*,*,*
+57,4,1,41,303.29479155140643,*,*,303.29479155140643,*,303.29479155140643
+58,4,1,41,304.7561335821626,304.7561335821626,304.7561335821626,304.7561335821626,304.7561335821626,304.7561335821626
+58,4,1,41,302.0465738346307,*,302.0465738346307,*,*,*
+58,4,1,41,302.17201987717465,*,302.17201987717465,302.17201987717465,*,302.17201987717465
+58,4,1,41,295.3258928446942,*,295.3258928446942,*,*,*
+58,4,1,41,303.18449578958115,*,*,303.18449578958115,*,303.18449578958115
+59,4,1,41,302.33439781478455,302.33439781478455,302.33439781478455,302.33439781478455,302.33439781478455,302.33439781478455
+59,4,1,41,301.5571208071122,*,301.5571208071122,301.5571208071122,*,301.5571208071122
+59,4,1,41,302.19740961438043,*,*,302.19740961438043,*,302.19740961438043
+59,4,1,41,306.6159172699317,*,306.6159172699317,*,*,*
+59,4,1,41,298.8782146830934,*,*,298.8782146830934,*,298.8782146830934
+60,4,1,41,303.1871446058003,303.1871446058003,*,303.1871446058003,303.1871446058003,303.1871446058003
+60,4,1,41,300.29692996087385,*,300.29692996087385,300.29692996087385,*,300.29692996087385
+60,4,1,41,299.5490609327766,*,299.5490609327766,*,*,*
+60,4,1,41,303.4997620975073,*,303.4997620975073,*,*,*
+60,4,1,41,300.07032203524665,*,300.07032203524665,300.07032203524665,*,300.07032203524665
+61,4,1,41,297.9199612818429,297.9199612818429,297.9199612818429,*,297.9199612818429,*
+61,4,1,41,302.2450799656095,*,*,*,*,*
+61,4,1,41,299.3110777816638,*,299.3110777816638,*,*,*
+61,4,1,41,300.1328588097695,*,300.1328588097695,*,*,300.1328588097695
+61,4,1,41,298.8792451461673,*,298.8792451461673,*,*,*
+62,4,1,41,298.8074126220621,298.8074126220621,298.8074126220621,*,298.8074126220621,298.8074126220621
+62,4,1,41,304.78806525812433,*,*,*,*,*
+62,4,1,41,294.6512269504547,*,294.6512269504547,*,*,*
+62,4,1,41,298.4134738716255,*,*,*,*,*
+62,4,1,41,300.8363983307573,*,300.8363983307573,*,*,*
+63,4,1,41,298.3703834404709,298.3703834404709,298.3703834404709,298.3703834404709,298.3703834404709,298.3703834404709
+63,4,1,41,302.2376775590095,*,*,*,*,*
+63,4,1,41,304.6172767881712,*,304.6172767881712,304.6172767881712,*,304.6172767881712
+63,4,1,41,307.15399406017286,*,307.15399406017286,*,*,*
+63,4,1,41,304.05532872473077,*,304.05532872473077,304.05532872473077,*,304.05532872473077
+64,4,1,41,301.64789000588854,301.64789000588854,301.64789000588854,301.64789000588854,301.64789000588854,301.64789000588854
+64,4,1,41,304.38473951374016,*,*,*,*,*
+64,4,1,41,295.32705003136005,*,295.32705003136005,*,*,*
+64,4,1,41,301.4175153327011,*,301.4175153327011,301.4175153327011,*,301.4175153327011
+64,4,1,41,306.3323377516292,*,306.3323377516292,*,*,*
+65,4,1,41,295.84886178650953,295.84886178650953,*,295.84886178650953,295.84886178650953,295.84886178650953
+65,4,1,41,304.24355889854166,*,304.24355889854166,*,*,*
+65,4,1,41,300.08526736425296,*,*,*,*,*
+65,4,1,41,301.80027005842777,*,*,301.80027005842777,*,301.80027005842777
+65,4,1,41,302.0567451774977,*,302.0567451774977,*,*,*
+66,4,1,41,303.9522720247046,303.9522720247046,303.9522720247046,*,303.9522720247046,*
+66,4,1,41,303.3463677948454,*,303.3463677948454,303.3463677948454,*,303.3463677948454
+66,4,1,41,301.88830840464544,*,301.88830840464544,301.88830840464544,*,301.88830840464544
+66,4,1,41,297.1819381512608,*,297.1819381512608,297.1819381512608,*,297.1819381512608
+66,4,1,41,300.78199271018883,*,*,*,*,*
+67,4,1,41,299.0186071862014,299.0186071862014,299.0186071862014,*,299.0186071862014,*
+67,4,1,41,305.12416344310935,*,305.12416344310935,*,*,*
+67,4,1,41,305.0426307209677,*,305.0426307209677,*,*,*
+67,4,1,41,297.9157907719329,*,297.9157907719329,*,*,*
+67,4,1,41,301.31982200593325,*,301.31982200593325,*,*,*
+68,4,1,41,298.9408133474187,298.9408133474187,298.9408133474187,*,298.9408133474187,*
+68,4,1,41,305.00960849369625,*,305.00960849369625,305.00960849369625,*,305.00960849369625
+68,4,1,41,305.1010081971256,*,305.1010081971256,*,*,*
+68,4,1,41,304.59549020234857,*,304.59549020234857,*,*,*
+68,4,1,41,296.126523484243,*,296.126523484243,296.126523484243,*,296.126523484243
+69,4,1,41,297.2386710205153,297.2386710205153,297.2386710205153,297.2386710205153,297.2386710205153,297.2386710205153
+69,4,1,41,300.53801074807774,*,300.53801074807774,300.53801074807774,*,300.53801074807774
+69,4,1,41,303.87857207874686,*,*,*,*,*
+69,4,1,41,306.7575236503388,*,*,306.7575236503388,*,306.7575236503388
+69,4,1,41,297.02956228189703,*,297.02956228189703,*,*,*
+70,4,1,41,298.57290268708834,298.57290268708834,298.57290268708834,298.57290268708834,*,298.57290268708834
+70,4,1,41,304.65927902703027,*,*,304.65927902703027,*,304.65927902703027
+70,4,1,41,303.66904669828966,*,303.66904669828966,*,*,*
+70,4,1,41,302.10510375828204,*,*,302.10510375828204,*,302.10510375828204
+70,4,1,41,309.13796088313086,*,309.13796088313086,309.13796088313086,*,309.13796088313086
+71,4,1,41,303.0082868284497,303.0082868284497,303.0082868284497,303.0082868284497,303.0082868284497,303.0082868284497
+71,4,1,41,300.7862789485917,*,300.7862789485917,*,*,*
+71,4,1,41,297.987668890298,*,297.987668890298,*,*,*
+71,4,1,41,298.8936143915552,*,298.8936143915552,*,*,*
+71,4,1,41,302.7902527892196,*,302.7902527892196,302.7902527892196,*,302.7902527892196
+72,4,1,41,306.03684542338965,306.03684542338965,*,306.03684542338965,*,306.03684542338965
+72,4,1,41,303.3431737825513,*,303.3431737825513,*,*,*
+72,4,1,41,301.37411880224755,*,*,*,*,*
+72,4,1,41,297.22335438628323,*,297.22335438628323,*,*,*
+72,4,1,41,295.94858044016553,*,295.94858044016553,295.94858044016553,*,295.94858044016553
+73,4,1,41,303.6235198926702,303.6235198926702,303.6235198926702,*,*,*
+73,4,1,41,296.3671360060509,*,*,*,*,*
+73,4,1,41,300.4346764711976,*,300.4346764711976,300.4346764711976,*,300.4346764711976
+73,4,1,41,303.2007674177104,*,*,303.2007674177104,*,303.2007674177104
+73,4,1,41,297.9980722043925,*,297.9980722043925,297.9980722043925,*,297.9980722043925
+74,4,1,41,299.90386763668704,299.90386763668704,299.90386763668704,299.90386763668704,299.90386763668704,299.90386763668704
+74,4,1,41,298.9798663434441,*,298.9798663434441,298.9798663434441,*,298.9798663434441
+74,4,1,41,302.89957207236444,*,302.89957207236444,*,*,*
+74,4,1,41,298.3349974810491,*,298.3349974810491,298.3349974810491,*,298.3349974810491
+74,4,1,41,304.45363593942005,*,304.45363593942005,304.45363593942005,*,304.45363593942005
+75,4,1,41,302.7729823129258,302.7729823129258,302.7729823129258,302.7729823129258,302.7729823129258,302.7729823129258
+75,4,1,41,301.9710244691642,*,*,*,*,*
+75,4,1,41,303.5498212576851,*,*,*,*,*
+75,4,1,41,303.66964016034507,*,303.66964016034507,303.66964016034507,*,303.66964016034507
+75,4,1,41,300.60110118204375,*,300.60110118204375,300.60110118204375,*,300.60110118204375
+76,4,1,41,300.54290526699214,300.54290526699214,300.54290526699214,*,300.54290526699214,*
+76,4,1,41,296.5872018273435,*,296.5872018273435,*,*,*
+76,4,1,41,296.7511759833455,*,*,*,*,*
+76,4,1,41,295.51530066824307,*,295.51530066824307,*,*,*
+76,4,1,41,293.5433360571722,*,293.5433360571722,*,*,293.5433360571722
+77,4,1,41,298.9896937392843,298.9896937392843,298.9896937392843,*,*,*
+77,4,1,41,294.1205655569059,*,*,*,*,*
+77,4,1,41,296.9203450717934,*,*,296.9203450717934,*,296.9203450717934
+77,4,1,41,294.5354542991428,*,294.5354542991428,294.5354542991428,*,294.5354542991428
+77,4,1,41,300.9989529209507,*,300.9989529209507,*,*,*
+78,4,1,41,296.30123035471087,296.30123035471087,296.30123035471087,296.30123035471087,296.30123035471087,296.30123035471087
+78,4,1,41,304.888912975021,*,304.888912975021,304.888912975021,*,304.888912975021
+78,4,1,41,302.8312844689995,*,*,302.8312844689995,*,302.8312844689995
+78,4,1,41,298.8872029704761,*,298.8872029704761,298.8872029704761,*,298.8872029704761
+78,4,1,41,291.21703522965805,*,*,291.21703522965805,*,291.21703522965805
+79,4,1,41,305.83017427319567,305.83017427319567,305.83017427319567,*,305.83017427319567,*
+79,4,1,41,299.23889299035244,*,299.23889299035244,*,*,*
+79,4,1,41,297.682599899726,*,297.682599899726,*,*,*
+79,4,1,41,297.7609610078491,*,*,*,*,*
+79,4,1,41,297.2700609083524,*,*,*,*,*
+80,4,1,41,295.72840223659233,295.72840223659233,295.72840223659233,295.72840223659233,295.72840223659233,295.72840223659233
+80,4,1,41,295.3893512147184,*,295.3893512147184,295.3893512147184,*,295.3893512147184
+80,4,1,41,297.82988421823865,*,297.82988421823865,297.82988421823865,*,297.82988421823865
+80,4,1,41,300.8984029613443,*,300.8984029613443,300.8984029613443,*,300.8984029613443
+80,4,1,41,296.65504670915084,*,296.65504670915084,296.65504670915084,*,296.65504670915084
+81,4,1,41,300.21357350510146,300.21357350510146,300.21357350510146,300.21357350510146,*,300.21357350510146
+81,4,1,41,303.34385809345383,*,303.34385809345383,303.34385809345383,*,303.34385809345383
+81,4,1,41,294.29761487710124,*,294.29761487710124,294.29761487710124,*,294.29761487710124
+81,4,1,41,296.96693890675596,*,296.96693890675596,*,*,*
+81,4,1,41,296.53009940993104,*,296.53009940993104,296.53009940993104,*,296.53009940993104
+82,4,1,41,300.9756655793707,300.9756655793707,300.9756655793707,*,300.9756655793707,*
+82,4,1,41,293.0890052961465,*,293.0890052961465,293.0890052961465,*,293.0890052961465
+82,4,1,41,296.39251118505945,*,296.39251118505945,296.39251118505945,*,296.39251118505945
+82,4,1,41,297.4786112509503,*,297.4786112509503,297.4786112509503,*,297.4786112509503
+82,4,1,41,299.292488569189,*,299.292488569189,299.292488569189,*,299.292488569189
+83,4,1,41,296.70766883307897,296.70766883307897,296.70766883307897,*,296.70766883307897,*
+83,4,1,41,294.6854081267772,*,294.6854081267772,294.6854081267772,*,294.6854081267772
+83,4,1,41,296.0370640242427,*,296.0370640242427,*,*,*
+83,4,1,41,299.5832325526353,*,299.5832325526353,*,*,*
+83,4,1,41,292.1464711219224,*,*,292.1464711219224,*,292.1464711219224
+84,4,1,41,299.31879518544105,299.31879518544105,299.31879518544105,*,299.31879518544105,299.31879518544105
+84,4,1,41,302.77745351937284,*,302.77745351937284,*,*,*
+84,4,1,41,294.88662836220203,*,294.88662836220203,*,*,*
+84,4,1,41,296.83906610381297,*,296.83906610381297,*,*,*
+84,4,1,41,299.9736461283942,*,299.9736461283942,*,*,*
+85,4,1,41,300.11640947372854,300.11640947372854,*,*,300.11640947372854,300.11640947372854
+85,4,1,41,299.32629414728524,*,299.32629414728524,*,*,*
+85,4,1,41,299.16557537196775,*,299.16557537196775,*,*,*
+85,4,1,41,297.42159895672853,*,297.42159895672853,*,*,*
+85,4,1,41,303.10151342261054,*,*,*,*,*
+86,4,1,41,302.7453509253456,302.7453509253456,*,*,*,*
+86,4,1,41,297.7670430108162,*,297.7670430108162,297.7670430108162,*,297.7670430108162
+86,4,1,41,297.59281063659756,*,297.59281063659756,*,*,*
+86,4,1,41,298.17871396281055,*,298.17871396281055,298.17871396281055,*,298.17871396281055
+86,4,1,41,299.5645238189425,*,299.5645238189425,*,*,*
+87,4,1,41,293.34755945937593,293.34755945937593,*,*,293.34755945937593,*
+87,4,1,41,300.2282303194666,*,300.2282303194666,300.2282303194666,*,300.2282303194666
+87,4,1,41,302.0992746626856,*,302.0992746626856,*,*,*
+87,4,1,41,303.26635315892116,*,303.26635315892116,303.26635315892116,*,303.26635315892116
+87,4,1,41,294.69203843775904,*,294.69203843775904,*,*,*
+88,4,1,41,297.0359998659978,297.0359998659978,297.0359998659978,297.0359998659978,297.0359998659978,297.0359998659978
+88,4,1,41,301.7272560550084,*,*,301.7272560550084,*,301.7272560550084
+88,4,1,41,303.0187916275177,*,303.0187916275177,*,*,*
+88,4,1,41,299.35567114708675,*,299.35567114708675,*,*,*
+88,4,1,41,303.06359474152083,*,303.06359474152083,303.06359474152083,*,303.06359474152083
+89,4,1,41,297.8730486775369,297.8730486775369,*,*,*,*
+89,4,1,41,300.2106254450513,*,300.2106254450513,300.2106254450513,*,300.2106254450513
+89,4,1,41,297.0681323553121,*,*,*,*,*
+89,4,1,41,301.59770835676443,*,301.59770835676443,301.59770835676443,*,301.59770835676443
+89,4,1,41,295.89442629862884,*,295.89442629862884,295.89442629862884,*,295.89442629862884
+90,4,1,41,300.4440721656349,300.4440721656349,300.4440721656349,*,300.4440721656349,*
+90,4,1,41,298.0733110552661,*,*,*,*,*
+90,4,1,41,294.198829544568,*,294.198829544568,294.198829544568,*,294.198829544568
+90,4,1,41,297.9877411549826,*,297.9877411549826,*,*,*
+90,4,1,41,292.180693760676,*,292.180693760676,292.180693760676,*,292.180693760676
+91,4,1,41,298.16614408233323,298.16614408233323,*,298.16614408233323,*,298.16614408233323
+91,4,1,41,295.4473959428636,*,*,*,*,*
+91,4,1,41,296.78938236462017,*,*,296.78938236462017,*,296.78938236462017
+91,4,1,41,293.35956886352994,*,293.35956886352994,293.35956886352994,*,293.35956886352994
+91,4,1,41,302.0608191498463,*,*,*,*,*
+92,4,1,41,300.66555844108507,300.66555844108507,300.66555844108507,*,300.66555844108507,*
+92,4,1,41,302.11998773104125,*,*,302.11998773104125,*,302.11998773104125
+92,4,1,41,298.69034679307,*,298.69034679307,298.69034679307,*,298.69034679307
+92,4,1,41,294.50113189508727,*,294.50113189508727,*,*,*
+92,4,1,41,304.39783451046117,*,304.39783451046117,304.39783451046117,*,304.39783451046117
+93,4,1,41,301.0748187289195,301.0748187289195,*,*,301.0748187289195,*
+93,4,1,41,299.7972062679162,*,*,*,*,*
+93,4,1,41,292.8317659029557,*,*,*,*,*
+93,4,1,41,301.70491734129274,*,301.70491734129274,*,*,301.70491734129274
+93,4,1,41,295.9135860924983,*,295.9135860924983,*,*,*
+94,4,1,41,301.1541469400943,301.1541469400943,301.1541469400943,301.1541469400943,301.1541469400943,301.1541469400943
+94,4,1,41,303.44045228080677,*,*,*,*,*
+94,4,1,41,302.9644719217983,*,302.9644719217983,*,*,*
+94,4,1,41,301.06306577054625,*,301.06306577054625,301.06306577054625,*,301.06306577054625
+94,4,1,41,297.5914490515395,*,297.5914490515395,*,*,*
+95,4,1,41,298.5187880866628,298.5187880866628,298.5187880866628,298.5187880866628,298.5187880866628,298.5187880866628
+95,4,1,41,299.64159854756593,*,299.64159854756593,299.64159854756593,*,299.64159854756593
+95,4,1,41,299.32541513375077,*,299.32541513375077,299.32541513375077,*,299.32541513375077
+95,4,1,41,297.745161741457,*,*,*,*,*
+95,4,1,41,303.2215259666496,*,303.2215259666496,*,*,*
+96,4,1,41,294.73280263365575,294.73280263365575,294.73280263365575,*,294.73280263365575,*
+96,4,1,41,294.61530823727435,*,294.61530823727435,*,*,*
+96,4,1,41,298.5204751807598,*,298.5204751807598,298.5204751807598,*,298.5204751807598
+96,4,1,41,300.32305866884263,*,*,300.32305866884263,*,300.32305866884263
+96,4,1,41,302.9181128357689,*,302.9181128357689,302.9181128357689,*,302.9181128357689
+97,4,1,41,299.2066294677257,299.2066294677257,299.2066294677257,*,299.2066294677257,*
+97,4,1,41,299.3030578090562,*,299.3030578090562,299.3030578090562,*,299.3030578090562
+97,4,1,41,300.0158587087699,*,300.0158587087699,300.0158587087699,*,300.0158587087699
+97,4,1,41,300.06276939656163,*,300.06276939656163,300.06276939656163,*,300.06276939656163
+97,4,1,41,297.58460917936003,*,*,*,*,*
+98,4,1,41,303.78153830567953,303.78153830567953,303.78153830567953,*,303.78153830567953,*
+98,4,1,41,298.98588840519926,*,*,*,*,*
+98,4,1,41,301.14498519910126,*,301.14498519910126,301.14498519910126,*,301.14498519910126
+98,4,1,41,297.7435178539606,*,297.7435178539606,297.7435178539606,*,297.7435178539606
+98,4,1,41,295.59790333906915,*,295.59790333906915,*,*,*
+99,4,1,41,297.78784699401166,297.78784699401166,297.78784699401166,297.78784699401166,*,297.78784699401166
+99,4,1,41,299.9778961108353,*,*,*,*,*
+99,4,1,41,296.073613324808,*,*,*,*,*
+99,4,1,41,301.4853397216079,*,301.4853397216079,301.4853397216079,*,301.4853397216079
+99,4,1,41,297.3525581191282,*,297.3525581191282,297.3525581191282,*,297.3525581191282
+100,4,1,41,303.35377168160375,303.35377168160375,303.35377168160375,*,303.35377168160375,*
+100,4,1,41,295.8242258718047,*,*,*,*,*
+100,4,1,41,300.4612775940879,*,300.4612775940879,*,*,*
+100,4,1,41,299.4003086091802,*,299.4003086091802,299.4003086091802,*,299.4003086091802
+100,4,1,41,289.94931765320456,*,289.94931765320456,289.94931765320456,*,289.94931765320456
+1,4,2,42,294.5460529912544,294.5460529912544,*,294.5460529912544,294.5460529912544,294.5460529912544
+1,4,2,42,300.15059234759724,*,300.15059234759724,300.15059234759724,*,300.15059234759724
+1,4,2,42,292.66384133705225,*,292.66384133705225,292.66384133705225,*,292.66384133705225
+1,4,2,42,296.5358242637598,*,*,*,*,*
+1,4,2,42,298.5928869811247,*,*,298.5928869811247,*,298.5928869811247
+2,4,2,42,297.142738527845,297.142738527845,297.142738527845,*,297.142738527845,*
+2,4,2,42,298.71057819874994,*,298.71057819874994,298.71057819874994,*,298.71057819874994
+2,4,2,42,292.09431439889937,*,*,*,*,*
+2,4,2,42,298.7156656359601,*,298.7156656359601,*,*,*
+2,4,2,42,295.31446963600604,*,295.31446963600604,295.31446963600604,*,295.31446963600604
+3,4,2,42,295.2439344090061,295.2439344090061,295.2439344090061,*,295.2439344090061,*
+3,4,2,42,297.92087296918123,*,297.92087296918123,*,*,*
+3,4,2,42,295.8802010470703,*,295.8802010470703,295.8802010470703,*,295.8802010470703
+3,4,2,42,300.21923746590494,*,300.21923746590494,*,*,*
+3,4,2,42,294.22141536567773,*,*,294.22141536567773,*,294.22141536567773
+4,4,2,42,292.8653776589745,292.8653776589745,292.8653776589745,*,292.8653776589745,*
+4,4,2,42,295.4709896851554,*,295.4709896851554,295.4709896851554,*,295.4709896851554
+4,4,2,42,302.3414248819139,*,302.3414248819139,*,*,*
+4,4,2,42,299.43085299903316,*,299.43085299903316,*,*,*
+4,4,2,42,299.73266272953816,*,*,299.73266272953816,*,299.73266272953816
+5,4,2,42,298.9966568048223,298.9966568048223,*,*,298.9966568048223,*
+5,4,2,42,301.072434192096,*,301.072434192096,*,*,*
+5,4,2,42,300.8386307276698,*,300.8386307276698,*,*,*
+5,4,2,42,301.55098160739215,*,301.55098160739215,*,*,301.55098160739215
+5,4,2,42,296.15561878349496,*,296.15561878349496,*,*,*
+6,4,2,42,296.64254965531353,296.64254965531353,*,*,296.64254965531353,*
+6,4,2,42,297.0779406930438,*,297.0779406930438,*,*,*
+6,4,2,42,296.6560968064623,*,296.6560968064623,296.6560968064623,*,296.6560968064623
+6,4,2,42,300.222219768963,*,300.222219768963,300.222219768963,*,300.222219768963
+6,4,2,42,295.8344646438356,*,295.8344646438356,*,*,*
+7,4,2,42,294.37267265094414,294.37267265094414,294.37267265094414,*,*,*
+7,4,2,42,297.34814759238037,*,297.34814759238037,*,*,*
+7,4,2,42,298.3986836999316,*,*,298.3986836999316,*,298.3986836999316
+7,4,2,42,296.2986277117819,*,296.2986277117819,296.2986277117819,*,296.2986277117819
+7,4,2,42,295.74207233317327,*,295.74207233317327,295.74207233317327,*,295.74207233317327
+8,4,2,42,296.1952700376184,296.1952700376184,296.1952700376184,*,*,*
+8,4,2,42,298.64088227364,*,298.64088227364,298.64088227364,*,298.64088227364
+8,4,2,42,296.3014119583967,*,296.3014119583967,296.3014119583967,*,296.3014119583967
+8,4,2,42,297.00586469780444,*,297.00586469780444,297.00586469780444,*,297.00586469780444
+8,4,2,42,293.55579699682664,*,293.55579699682664,*,*,*
+9,4,2,42,291.4322710214149,291.4322710214149,291.4322710214149,*,291.4322710214149,*
+9,4,2,42,297.01451890296613,*,297.01451890296613,297.01451890296613,*,297.01451890296613
+9,4,2,42,300.8076468487405,*,300.8076468487405,300.8076468487405,*,300.8076468487405
+9,4,2,42,290.9283343193567,*,290.9283343193567,290.9283343193567,*,290.9283343193567
+9,4,2,42,296.26266646485175,*,296.26266646485175,*,*,*
+10,4,2,42,293.986734908033,293.986734908033,293.986734908033,293.986734908033,*,293.986734908033
+10,4,2,42,301.43419015906045,*,301.43419015906045,301.43419015906045,*,301.43419015906045
+10,4,2,42,296.4623623870057,*,296.4623623870057,*,*,*
+10,4,2,42,295.3862432700498,*,295.3862432700498,*,*,*
+10,4,2,42,297.4755364604811,*,297.4755364604811,*,*,*
+11,4,2,42,296.7883489147697,296.7883489147697,296.7883489147697,*,296.7883489147697,*
+11,4,2,42,300.46178514560205,*,300.46178514560205,*,*,*
+11,4,2,42,298.2197822411509,*,298.2197822411509,*,*,298.2197822411509
+11,4,2,42,300.94779481284655,*,300.94779481284655,*,*,*
+11,4,2,42,295.69036688491764,*,295.69036688491764,*,*,*
+12,4,2,42,297.28517831711144,297.28517831711144,*,297.28517831711144,297.28517831711144,297.28517831711144
+12,4,2,42,296.55449057557945,*,*,*,*,*
+12,4,2,42,303.83281890353186,*,*,303.83281890353186,*,303.83281890353186
+12,4,2,42,297.96040559006303,*,297.96040559006303,*,*,*
+12,4,2,42,296.3713485683806,*,*,*,*,*
+13,4,2,42,292.35081568276973,292.35081568276973,292.35081568276973,*,292.35081568276973,*
+13,4,2,42,305.3442992868646,*,305.3442992868646,305.3442992868646,*,305.3442992868646
+13,4,2,42,294.96909462931296,*,294.96909462931296,*,*,*
+13,4,2,42,299.61733755424183,*,299.61733755424183,*,*,*
+13,4,2,42,302.3625462022085,*,*,302.3625462022085,*,302.3625462022085
+14,4,2,42,295.42949049450687,295.42949049450687,295.42949049450687,295.42949049450687,295.42949049450687,295.42949049450687
+14,4,2,42,296.37447952878705,*,296.37447952878705,296.37447952878705,*,296.37447952878705
+14,4,2,42,294.7765676518609,*,294.7765676518609,294.7765676518609,*,294.7765676518609
+14,4,2,42,300.27631509851335,*,300.27631509851335,*,*,*
+14,4,2,42,294.2840004198879,*,294.2840004198879,294.2840004198879,*,294.2840004198879
+15,4,2,42,296.7417225022038,296.7417225022038,296.7417225022038,*,296.7417225022038,*
+15,4,2,42,296.69294778917845,*,296.69294778917845,*,*,*
+15,4,2,42,308.07472151855706,*,308.07472151855706,*,*,*
+15,4,2,42,296.7854790745436,*,296.7854790745436,*,*,*
+15,4,2,42,297.6972804542904,*,297.6972804542904,*,*,*
+16,4,2,42,298.0382535697435,298.0382535697435,298.0382535697435,*,298.0382535697435,*
+16,4,2,42,298.8809272681699,*,298.8809272681699,*,*,*
+16,4,2,42,296.62196677428017,*,296.62196677428017,296.62196677428017,*,296.62196677428017
+16,4,2,42,297.549328354889,*,297.549328354889,297.549328354889,*,297.549328354889
+16,4,2,42,290.808120132166,*,290.808120132166,*,*,*
+17,4,2,42,294.13110762186056,294.13110762186056,294.13110762186056,294.13110762186056,294.13110762186056,294.13110762186056
+17,4,2,42,299.1508025158376,*,*,299.1508025158376,*,299.1508025158376
+17,4,2,42,299.8643818450012,*,299.8643818450012,299.8643818450012,*,299.8643818450012
+17,4,2,42,300.81336168738966,*,300.81336168738966,*,*,*
+17,4,2,42,294.7905652391918,*,294.7905652391918,294.7905652391918,*,294.7905652391918
+18,4,2,42,296.2468327674433,296.2468327674433,296.2468327674433,*,296.2468327674433,*
+18,4,2,42,297.85911490609624,*,297.85911490609624,297.85911490609624,*,297.85911490609624
+18,4,2,42,296.9567040426614,*,296.9567040426614,296.9567040426614,*,296.9567040426614
+18,4,2,42,295.5980783942852,*,295.5980783942852,295.5980783942852,*,295.5980783942852
+18,4,2,42,300.28426989488895,*,*,300.28426989488895,*,300.28426989488895
+19,4,2,42,303.7997156584725,303.7997156584725,*,303.7997156584725,303.7997156584725,303.7997156584725
+19,4,2,42,293.81384842483266,*,293.81384842483266,*,*,*
+19,4,2,42,297.7405680665044,*,297.7405680665044,297.7405680665044,*,297.7405680665044
+19,4,2,42,304.5729715261554,*,304.5729715261554,*,*,*
+19,4,2,42,298.5204941551877,*,298.5204941551877,*,*,*
+20,4,2,42,298.7568966454169,298.7568966454169,*,298.7568966454169,298.7568966454169,298.7568966454169
+20,4,2,42,298.04111495875225,*,298.04111495875225,298.04111495875225,*,298.04111495875225
+20,4,2,42,299.6155092655439,*,*,299.6155092655439,*,299.6155092655439
+20,4,2,42,297.3338564917942,*,297.3338564917942,297.3338564917942,*,297.3338564917942
+20,4,2,42,293.8578215616348,*,*,293.8578215616348,*,293.8578215616348
+21,4,2,42,293.8119181904335,293.8119181904335,293.8119181904335,*,293.8119181904335,*
+21,4,2,42,296.6941050411691,*,296.6941050411691,*,*,*
+21,4,2,42,295.46268712173344,*,*,*,*,*
+21,4,2,42,298.8512740058223,*,298.8512740058223,298.8512740058223,*,298.8512740058223
+21,4,2,42,298.5784052019158,*,*,298.5784052019158,*,298.5784052019158
+22,4,2,42,295.0195258352023,295.0195258352023,295.0195258352023,295.0195258352023,295.0195258352023,295.0195258352023
+22,4,2,42,302.08149417526613,*,302.08149417526613,302.08149417526613,*,302.08149417526613
+22,4,2,42,294.5713291276156,*,*,*,*,*
+22,4,2,42,290.24603863237274,*,290.24603863237274,*,*,*
+22,4,2,42,303.57049355822795,*,303.57049355822795,*,*,*
+23,4,2,42,302.0667042476879,302.0667042476879,302.0667042476879,*,*,*
+23,4,2,42,300.92605142620744,*,300.92605142620744,*,*,*
+23,4,2,42,295.9540938677389,*,295.9540938677389,*,*,*
+23,4,2,42,299.83595431073013,*,299.83595431073013,*,*,*
+23,4,2,42,299.32078980718836,*,299.32078980718836,*,*,299.32078980718836
+24,4,2,42,293.6426047005825,293.6426047005825,293.6426047005825,293.6426047005825,293.6426047005825,293.6426047005825
+24,4,2,42,294.2153280864023,*,294.2153280864023,*,*,*
+24,4,2,42,300.71622292583805,*,*,*,*,*
+24,4,2,42,295.52282572580316,*,295.52282572580316,295.52282572580316,*,295.52282572580316
+24,4,2,42,297.8081755482882,*,*,*,*,*
+25,4,2,42,297.2052578010142,297.2052578010142,*,297.2052578010142,297.2052578010142,297.2052578010142
+25,4,2,42,297.5145561439297,*,297.5145561439297,*,*,*
+25,4,2,42,298.3022293864617,*,298.3022293864617,*,*,*
+25,4,2,42,301.184444842437,*,301.184444842437,301.184444842437,*,301.184444842437
+25,4,2,42,296.51956112955946,*,296.51956112955946,296.51956112955946,*,296.51956112955946
+26,4,2,42,299.5559546405157,299.5559546405157,299.5559546405157,299.5559546405157,299.5559546405157,299.5559546405157
+26,4,2,42,297.6755206786426,*,297.6755206786426,297.6755206786426,*,297.6755206786426
+26,4,2,42,306.52069155690674,*,*,*,*,*
+26,4,2,42,304.85128802596404,*,304.85128802596404,*,*,*
+26,4,2,42,302.03543080889676,*,302.03543080889676,*,*,*
+27,4,2,42,302.3795672809888,302.3795672809888,302.3795672809888,*,302.3795672809888,*
+27,4,2,42,303.5736146126233,*,303.5736146126233,303.5736146126233,*,303.5736146126233
+27,4,2,42,300.26944321956057,*,300.26944321956057,*,*,*
+27,4,2,42,300.34126817496036,*,300.34126817496036,300.34126817496036,*,300.34126817496036
+27,4,2,42,300.07066215640396,*,300.07066215640396,300.07066215640396,*,300.07066215640396
+28,4,2,42,305.5480001256974,305.5480001256974,305.5480001256974,*,305.5480001256974,*
+28,4,2,42,305.33249526458945,*,305.33249526458945,305.33249526458945,*,305.33249526458945
+28,4,2,42,303.196694620499,*,303.196694620499,*,*,*
+28,4,2,42,299.2660084438702,*,299.2660084438702,*,*,*
+28,4,2,42,306.16783479240166,*,*,306.16783479240166,*,306.16783479240166
+29,4,2,42,301.66616134812773,301.66616134812773,*,*,301.66616134812773,*
+29,4,2,42,305.4343330896273,*,*,*,*,305.4343330896273
+29,4,2,42,301.77171869345716,*,*,*,*,*
+29,4,2,42,299.3227802145362,*,*,*,*,*
+29,4,2,42,303.12580699436563,*,303.12580699436563,*,*,*
+30,4,2,42,299.3836188290649,299.3836188290649,299.3836188290649,*,299.3836188290649,*
+30,4,2,42,299.8003717142326,*,299.8003717142326,299.8003717142326,*,299.8003717142326
+30,4,2,42,296.98254060633656,*,296.98254060633656,*,*,*
+30,4,2,42,301.96259216205397,*,301.96259216205397,301.96259216205397,*,301.96259216205397
+30,4,2,42,302.89248682556496,*,*,*,*,*
+31,4,2,42,301.2200921630441,301.2200921630441,301.2200921630441,*,301.2200921630441,*
+31,4,2,42,304.25068937537947,*,304.25068937537947,*,*,*
+31,4,2,42,299.176104744561,*,299.176104744561,*,*,299.176104744561
+31,4,2,42,303.42838682192064,*,303.42838682192064,*,*,*
+31,4,2,42,303.66832074680036,*,303.66832074680036,*,*,*
+32,4,2,42,305.5836353767071,305.5836353767071,*,305.5836353767071,305.5836353767071,305.5836353767071
+32,4,2,42,302.53851793260577,*,302.53851793260577,302.53851793260577,*,302.53851793260577
+32,4,2,42,301.178556346423,*,301.178556346423,*,*,*
+32,4,2,42,302.97352471869357,*,302.97352471869357,302.97352471869357,*,302.97352471869357
+32,4,2,42,297.70390590943737,*,297.70390590943737,297.70390590943737,*,297.70390590943737
+33,4,2,42,304.0683536569492,304.0683536569492,304.0683536569492,304.0683536569492,304.0683536569492,304.0683536569492
+33,4,2,42,297.7339202558441,*,297.7339202558441,*,*,*
+33,4,2,42,297.0877648095163,*,297.0877648095163,297.0877648095163,*,297.0877648095163
+33,4,2,42,303.8778984334094,*,*,*,*,*
+33,4,2,42,297.73003982478576,*,297.73003982478576,*,*,*
+34,4,2,42,302.3107843368142,302.3107843368142,*,*,302.3107843368142,*
+34,4,2,42,306.0502123497257,*,306.0502123497257,*,*,*
+34,4,2,42,300.8510240877244,*,300.8510240877244,300.8510240877244,*,300.8510240877244
+34,4,2,42,299.39387444515717,*,299.39387444515717,299.39387444515717,*,299.39387444515717
+34,4,2,42,300.6298331381457,*,300.6298331381457,*,*,*
+35,4,2,42,305.5958204296312,305.5958204296312,*,*,305.5958204296312,*
+35,4,2,42,301.5538264317044,*,301.5538264317044,301.5538264317044,*,301.5538264317044
+35,4,2,42,306.68153889330915,*,306.68153889330915,306.68153889330915,*,306.68153889330915
+35,4,2,42,309.06512858519756,*,309.06512858519756,309.06512858519756,*,309.06512858519756
+35,4,2,42,302.20237780095425,*,302.20237780095425,302.20237780095425,*,302.20237780095425
+36,4,2,42,303.3760926230177,303.3760926230177,303.3760926230177,*,303.3760926230177,*
+36,4,2,42,301.1259735315133,*,301.1259735315133,*,*,*
+36,4,2,42,303.0560237416393,*,303.0560237416393,*,*,*
+36,4,2,42,300.71765447251823,*,*,*,*,*
+36,4,2,42,301.7888287639124,*,*,*,*,301.7888287639124
+37,4,2,42,303.08489816163376,303.08489816163376,*,*,303.08489816163376,303.08489816163376
+37,4,2,42,301.0743572693514,*,*,*,*,*
+37,4,2,42,303.49023267755666,*,303.49023267755666,*,*,*
+37,4,2,42,304.7335337992095,*,304.7335337992095,*,*,*
+37,4,2,42,303.8148673618143,*,303.8148673618143,*,*,*
+38,4,2,42,303.34521553764336,303.34521553764336,*,*,303.34521553764336,*
+38,4,2,42,302.32265084897756,*,302.32265084897756,302.32265084897756,*,302.32265084897756
+38,4,2,42,305.7995747377762,*,305.7995747377762,*,*,*
+38,4,2,42,303.0649740849817,*,*,303.0649740849817,*,303.0649740849817
+38,4,2,42,301.1154882070169,*,301.1154882070169,*,*,*
+39,4,2,42,304.4542356083265,304.4542356083265,304.4542356083265,304.4542356083265,304.4542356083265,304.4542356083265
+39,4,2,42,304.45294193008397,*,304.45294193008397,*,*,*
+39,4,2,42,300.63688074839826,*,300.63688074839826,*,*,*
+39,4,2,42,302.61706903385993,*,302.61706903385993,302.61706903385993,*,302.61706903385993
+39,4,2,42,303.51570629694095,*,303.51570629694095,*,*,*
+40,4,2,42,303.05095604735476,303.05095604735476,*,*,303.05095604735476,*
+40,4,2,42,301.1611987109766,*,*,301.1611987109766,*,301.1611987109766
+40,4,2,42,297.46030867355614,*,297.46030867355614,*,*,*
+40,4,2,42,306.9996586717279,*,306.9996586717279,*,*,*
+40,4,2,42,302.2111898832995,*,*,302.2111898832995,*,302.2111898832995
+41,4,2,42,298.51138281281885,298.51138281281885,298.51138281281885,*,298.51138281281885,*
+41,4,2,42,303.53408051262693,*,303.53408051262693,*,*,*
+41,4,2,42,301.96778765577574,*,301.96778765577574,*,*,*
+41,4,2,42,300.9165854412223,*,*,*,*,*
+41,4,2,42,298.92581676663593,*,298.92581676663593,*,*,298.92581676663593
+42,4,2,42,294.98519183155514,294.98519183155514,294.98519183155514,294.98519183155514,294.98519183155514,294.98519183155514
+42,4,2,42,302.20541584860536,*,*,302.20541584860536,*,302.20541584860536
+42,4,2,42,303.8224475156694,*,303.8224475156694,303.8224475156694,*,303.8224475156694
+42,4,2,42,303.5673181653246,*,303.5673181653246,*,*,*
+42,4,2,42,305.6869744707374,*,*,*,*,*
+43,4,2,42,305.5808024269321,305.5808024269321,*,*,305.5808024269321,*
+43,4,2,42,303.36549500083953,*,303.36549500083953,303.36549500083953,*,303.36549500083953
+43,4,2,42,300.97397607378576,*,300.97397607378576,300.97397607378576,*,300.97397607378576
+43,4,2,42,306.8613622198004,*,*,306.8613622198004,*,306.8613622198004
+43,4,2,42,298.98952958733946,*,*,*,*,*
+44,4,2,42,297.05517310485436,297.05517310485436,297.05517310485436,*,297.05517310485436,*
+44,4,2,42,302.53297136377535,*,302.53297136377535,*,*,*
+44,4,2,42,304.60280101024887,*,304.60280101024887,*,*,*
+44,4,2,42,304.5214917847785,*,*,*,*,304.5214917847785
+44,4,2,42,304.91451166712557,*,304.91451166712557,*,*,*
+45,4,2,42,304.292182410806,304.292182410806,*,*,304.292182410806,*
+45,4,2,42,301.2951963296264,*,301.2951963296264,301.2951963296264,*,301.2951963296264
+45,4,2,42,300.9321911310247,*,300.9321911310247,300.9321911310247,*,300.9321911310247
+45,4,2,42,304.6917991248045,*,*,*,*,*
+45,4,2,42,303.64136069671946,*,303.64136069671946,303.64136069671946,*,303.64136069671946
+46,4,2,42,295.59230161298547,295.59230161298547,*,*,*,*
+46,4,2,42,303.97758047118384,*,303.97758047118384,*,*,*
+46,4,2,42,301.3422617257026,*,301.3422617257026,301.3422617257026,*,301.3422617257026
+46,4,2,42,304.58243154832047,*,304.58243154832047,304.58243154832047,*,304.58243154832047
+46,4,2,42,301.8389196247293,*,301.8389196247293,*,*,*
+47,4,2,42,297.4940624216494,297.4940624216494,297.4940624216494,297.4940624216494,*,297.4940624216494
+47,4,2,42,296.55404020641805,*,296.55404020641805,296.55404020641805,*,296.55404020641805
+47,4,2,42,298.8273341063047,*,298.8273341063047,*,*,*
+47,4,2,42,301.10732472246804,*,301.10732472246804,301.10732472246804,*,301.10732472246804
+47,4,2,42,300.75993081290284,*,300.75993081290284,300.75993081290284,*,300.75993081290284
+48,4,2,42,303.2322783148811,303.2322783148811,303.2322783148811,*,303.2322783148811,*
+48,4,2,42,306.0611941052251,*,306.0611941052251,306.0611941052251,*,306.0611941052251
+48,4,2,42,299.42091669452765,*,299.42091669452765,299.42091669452765,*,299.42091669452765
+48,4,2,42,299.15794022318386,*,299.15794022318386,299.15794022318386,*,299.15794022318386
+48,4,2,42,303.99685485835965,*,303.99685485835965,*,*,*
+49,4,2,42,305.10084546017856,305.10084546017856,305.10084546017856,305.10084546017856,305.10084546017856,305.10084546017856
+49,4,2,42,304.3090473177664,*,304.3090473177664,*,*,*
+49,4,2,42,303.60724033491084,*,303.60724033491084,*,*,*
+49,4,2,42,298.16224954952133,*,298.16224954952133,*,*,*
+49,4,2,42,301.7912092882297,*,301.7912092882297,301.7912092882297,*,301.7912092882297
+50,4,2,42,302.40899547758954,302.40899547758954,*,302.40899547758954,302.40899547758954,302.40899547758954
+50,4,2,42,301.30166499210793,*,301.30166499210793,*,*,*
+50,4,2,42,309.9816481011951,*,309.9816481011951,309.9816481011951,*,309.9816481011951
+50,4,2,42,302.99738884019894,*,302.99738884019894,*,*,*
+50,4,2,42,302.80617445289016,*,*,*,*,*
+51,4,2,42,295.81412719901857,295.81412719901857,295.81412719901857,*,295.81412719901857,*
+51,4,2,42,298.83753853162506,*,298.83753853162506,*,*,298.83753853162506
+51,4,2,42,299.0585087452313,*,299.0585087452313,*,*,*
+51,4,2,42,296.97323267576576,*,296.97323267576576,*,*,*
+51,4,2,42,297.3650614967639,*,*,*,*,*
+52,4,2,42,302.5070038983211,302.5070038983211,302.5070038983211,*,302.5070038983211,*
+52,4,2,42,301.2542086909618,*,*,301.2542086909618,*,301.2542086909618
+52,4,2,42,301.4404474833495,*,301.4404474833495,*,*,*
+52,4,2,42,301.819438478171,*,*,301.819438478171,*,301.819438478171
+52,4,2,42,296.25993649680134,*,*,296.25993649680134,*,296.25993649680134
+53,4,2,42,300.04230546656487,300.04230546656487,300.04230546656487,300.04230546656487,300.04230546656487,300.04230546656487
+53,4,2,42,306.2788111024136,*,306.2788111024136,306.2788111024136,*,306.2788111024136
+53,4,2,42,288.27365538430433,*,*,*,*,*
+53,4,2,42,294.28705907935915,*,*,294.28705907935915,*,294.28705907935915
+53,4,2,42,295.318982238837,*,295.318982238837,*,*,*
+54,4,2,42,301.0594286594347,301.0594286594347,301.0594286594347,*,301.0594286594347,*
+54,4,2,42,299.1429572509153,*,299.1429572509153,*,*,*
+54,4,2,42,300.6789833746277,*,*,*,*,300.6789833746277
+54,4,2,42,297.90339122840044,*,297.90339122840044,*,*,*
+54,4,2,42,295.95520590069003,*,295.95520590069003,*,*,*
+55,4,2,42,300.34873340895143,300.34873340895143,300.34873340895143,300.34873340895143,300.34873340895143,300.34873340895143
+55,4,2,42,299.63580966085476,*,*,299.63580966085476,*,299.63580966085476
+55,4,2,42,301.2330561517167,*,*,*,*,*
+55,4,2,42,302.4609356029636,*,302.4609356029636,302.4609356029636,*,302.4609356029636
+55,4,2,42,299.6141711454902,*,299.6141711454902,*,*,*
+56,4,2,42,298.85503995298956,298.85503995298956,298.85503995298956,*,298.85503995298956,*
+56,4,2,42,303.16455295079663,*,303.16455295079663,*,*,303.16455295079663
+56,4,2,42,299.15347140726936,*,299.15347140726936,*,*,*
+56,4,2,42,304.12599985310567,*,304.12599985310567,*,*,*
+56,4,2,42,304.4720077945022,*,304.4720077945022,*,*,*
+57,4,2,42,297.6432039030287,297.6432039030287,297.6432039030287,297.6432039030287,297.6432039030287,297.6432039030287
+57,4,2,42,299.70641344691774,*,299.70641344691774,299.70641344691774,*,299.70641344691774
+57,4,2,42,297.68803049547137,*,297.68803049547137,297.68803049547137,*,297.68803049547137
+57,4,2,42,300.37852182444544,*,300.37852182444544,*,*,*
+57,4,2,42,299.6507762295162,*,299.6507762295162,299.6507762295162,*,299.6507762295162
+58,4,2,42,297.55559747911497,297.55559747911497,297.55559747911497,297.55559747911497,297.55559747911497,297.55559747911497
+58,4,2,42,301.41648027153656,*,301.41648027153656,301.41648027153656,*,301.41648027153656
+58,4,2,42,300.18846069526205,*,300.18846069526205,*,*,*
+58,4,2,42,297.9459070923194,*,297.9459070923194,297.9459070923194,*,297.9459070923194
+58,4,2,42,304.1152504277869,*,304.1152504277869,304.1152504277869,*,304.1152504277869
+59,4,2,42,298.56311123392794,298.56311123392794,298.56311123392794,*,298.56311123392794,*
+59,4,2,42,301.69126998457585,*,301.69126998457585,*,*,*
+59,4,2,42,298.72953284037874,*,298.72953284037874,*,*,298.72953284037874
+59,4,2,42,297.87109625907823,*,297.87109625907823,*,*,*
+59,4,2,42,302.1061439437929,*,302.1061439437929,*,*,*
+60,4,2,42,298.52385614763415,298.52385614763415,298.52385614763415,*,298.52385614763415,*
+60,4,2,42,302.72088859084926,*,302.72088859084926,*,*,*
+60,4,2,42,302.45571480686823,*,*,302.45571480686823,*,302.45571480686823
+60,4,2,42,297.55199600743657,*,297.55199600743657,*,*,*
+60,4,2,42,299.84034925883367,*,299.84034925883367,299.84034925883367,*,299.84034925883367
+61,4,2,42,296.9414534226379,296.9414534226379,296.9414534226379,*,296.9414534226379,*
+61,4,2,42,300.5229403301047,*,300.5229403301047,300.5229403301047,*,300.5229403301047
+61,4,2,42,295.91399173382985,*,295.91399173382985,*,*,*
+61,4,2,42,303.9456777114434,*,*,303.9456777114434,*,303.9456777114434
+61,4,2,42,298.4459726252552,*,*,*,*,*
+62,4,2,42,297.63315343492076,297.63315343492076,297.63315343492076,297.63315343492076,297.63315343492076,297.63315343492076
+62,4,2,42,298.38200548363204,*,*,298.38200548363204,*,298.38200548363204
+62,4,2,42,307.12759716107286,*,307.12759716107286,*,*,*
+62,4,2,42,305.19982527007085,*,305.19982527007085,*,*,*
+62,4,2,42,302.8178772770672,*,302.8178772770672,*,*,*
+63,4,2,42,301.22382546040996,301.22382546040996,301.22382546040996,301.22382546040996,301.22382546040996,301.22382546040996
+63,4,2,42,300.38603371544747,*,300.38603371544747,*,*,*
+63,4,2,42,302.08761459009554,*,*,302.08761459009554,*,302.08761459009554
+63,4,2,42,298.30391328928334,*,298.30391328928334,*,*,*
+63,4,2,42,301.1887754737961,*,301.1887754737961,*,*,*
+64,4,2,42,301.46868580438155,301.46868580438155,301.46868580438155,*,301.46868580438155,*
+64,4,2,42,303.11816970765767,*,303.11816970765767,*,*,*
+64,4,2,42,297.1412278111511,*,297.1412278111511,297.1412278111511,*,297.1412278111511
+64,4,2,42,295.11648347854924,*,*,295.11648347854924,*,295.11648347854924
+64,4,2,42,297.01086445537726,*,297.01086445537726,297.01086445537726,*,297.01086445537726
+65,4,2,42,301.3646882340028,301.3646882340028,301.3646882340028,301.3646882340028,301.3646882340028,301.3646882340028
+65,4,2,42,298.56661999345084,*,*,*,*,*
+65,4,2,42,299.3904914071908,*,299.3904914071908,*,*,*
+65,4,2,42,308.0244775072916,*,*,*,*,*
+65,4,2,42,298.3736789806201,*,298.3736789806201,298.3736789806201,*,298.3736789806201
+66,4,2,42,299.16585712257796,299.16585712257796,299.16585712257796,299.16585712257796,299.16585712257796,299.16585712257796
+66,4,2,42,301.8753167662138,*,301.8753167662138,301.8753167662138,*,301.8753167662138
+66,4,2,42,302.55310250796765,*,*,*,*,*
+66,4,2,42,302.9746494970855,*,*,*,*,*
+66,4,2,42,298.1040828550096,*,*,*,*,*
+67,4,2,42,301.2163000891957,301.2163000891957,301.2163000891957,301.2163000891957,301.2163000891957,301.2163000891957
+67,4,2,42,302.00868363867374,*,302.00868363867374,*,*,*
+67,4,2,42,302.13517064967544,*,302.13517064967544,302.13517064967544,*,302.13517064967544
+67,4,2,42,300.93221025835794,*,*,*,*,*
+67,4,2,42,304.99250294536847,*,304.99250294536847,304.99250294536847,*,304.99250294536847
+68,4,2,42,300.76034401690464,300.76034401690464,300.76034401690464,300.76034401690464,300.76034401690464,300.76034401690464
+68,4,2,42,307.3301970307887,*,307.3301970307887,*,*,*
+68,4,2,42,298.5787984647258,*,*,298.5787984647258,*,298.5787984647258
+68,4,2,42,294.8625453397323,*,294.8625453397323,294.8625453397323,*,294.8625453397323
+68,4,2,42,293.36903731520306,*,293.36903731520306,293.36903731520306,*,293.36903731520306
+69,4,2,42,300.6294657420732,300.6294657420732,300.6294657420732,300.6294657420732,300.6294657420732,300.6294657420732
+69,4,2,42,294.8632617801523,*,294.8632617801523,294.8632617801523,*,294.8632617801523
+69,4,2,42,300.7001220799596,*,300.7001220799596,*,*,*
+69,4,2,42,298.8818659475828,*,298.8818659475828,*,*,*
+69,4,2,42,298.6776583621583,*,*,*,*,*
+70,4,2,42,305.8078801646299,305.8078801646299,*,*,305.8078801646299,*
+70,4,2,42,296.4194593131248,*,296.4194593131248,296.4194593131248,*,296.4194593131248
+70,4,2,42,300.9319426908431,*,300.9319426908431,300.9319426908431,*,300.9319426908431
+70,4,2,42,298.7947519587889,*,*,*,*,*
+70,4,2,42,303.6319999577523,*,303.6319999577523,*,*,*
+71,4,2,42,301.4286302026017,301.4286302026017,301.4286302026017,*,*,*
+71,4,2,42,303.3773682721616,*,*,303.3773682721616,*,303.3773682721616
+71,4,2,42,298.31856663640673,*,298.31856663640673,298.31856663640673,*,298.31856663640673
+71,4,2,42,301.7125589048918,*,*,301.7125589048918,*,301.7125589048918
+71,4,2,42,300.5522254164261,*,300.5522254164261,*,*,*
+72,4,2,42,302.785425888768,302.785425888768,*,*,302.785425888768,*
+72,4,2,42,300.75706573441016,*,300.75706573441016,300.75706573441016,*,300.75706573441016
+72,4,2,42,300.5456398325144,*,*,300.5456398325144,*,300.5456398325144
+72,4,2,42,301.9562110876969,*,301.9562110876969,301.9562110876969,*,301.9562110876969
+72,4,2,42,305.4888414438649,*,305.4888414438649,*,*,*
+73,4,2,42,300.7983187800898,300.7983187800898,300.7983187800898,*,300.7983187800898,*
+73,4,2,42,302.36792913317885,*,302.36792913317885,302.36792913317885,*,302.36792913317885
+73,4,2,42,302.24241072759395,*,*,302.24241072759395,*,302.24241072759395
+73,4,2,42,297.4197153118586,*,*,297.4197153118586,*,297.4197153118586
+73,4,2,42,299.27189440331813,*,299.27189440331813,*,*,*
+74,4,2,42,297.3369104311511,297.3369104311511,297.3369104311511,*,*,*
+74,4,2,42,298.6102122619415,*,*,298.6102122619415,*,298.6102122619415
+74,4,2,42,302.92749804109576,*,*,302.92749804109576,*,302.92749804109576
+74,4,2,42,301.14772817240294,*,301.14772817240294,301.14772817240294,*,301.14772817240294
+74,4,2,42,305.1580890277543,*,*,*,*,*
+75,4,2,42,305.6526449033457,305.6526449033457,*,305.6526449033457,305.6526449033457,305.6526449033457
+75,4,2,42,305.80248326888926,*,*,305.80248326888926,*,305.80248326888926
+75,4,2,42,300.26195411134074,*,300.26195411134074,300.26195411134074,*,300.26195411134074
+75,4,2,42,299.5371276224392,*,*,*,*,*
+75,4,2,42,292.9263664376837,*,*,*,*,*
+76,4,2,42,302.69342259903743,302.69342259903743,302.69342259903743,302.69342259903743,*,302.69342259903743
+76,4,2,42,304.6937352801607,*,304.6937352801607,*,*,*
+76,4,2,42,308.51588522764297,*,308.51588522764297,308.51588522764297,*,308.51588522764297
+76,4,2,42,307.2788719756496,*,307.2788719756496,*,*,*
+76,4,2,42,307.47759585028956,*,307.47759585028956,307.47759585028956,*,307.47759585028956
+77,4,2,42,302.728159124323,302.728159124323,302.728159124323,*,*,*
+77,4,2,42,302.56833582316165,*,302.56833582316165,*,*,*
+77,4,2,42,305.5677360795588,*,*,*,*,*
+77,4,2,42,298.3841634277083,*,298.3841634277083,*,*,*
+77,4,2,42,305.9722232779586,*,305.9722232779586,*,*,*
+78,4,2,42,300.8417530214262,300.8417530214262,300.8417530214262,*,300.8417530214262,*
+78,4,2,42,296.94561009426775,*,296.94561009426775,296.94561009426775,*,296.94561009426775
+78,4,2,42,302.8050295547057,*,302.8050295547057,*,*,*
+78,4,2,42,309.06099197534013,*,*,309.06099197534013,*,309.06099197534013
+78,4,2,42,310.2675920445553,*,*,*,*,*
+79,4,2,42,302.676059659538,302.676059659538,*,*,302.676059659538,*
+79,4,2,42,306.0891179088417,*,306.0891179088417,*,*,*
+79,4,2,42,304.09343167563003,*,304.09343167563003,*,*,*
+79,4,2,42,307.6142857972869,*,307.6142857972869,*,*,*
+79,4,2,42,303.41025811646267,*,303.41025811646267,*,*,303.41025811646267
+80,4,2,42,304.1290589418014,304.1290589418014,304.1290589418014,304.1290589418014,304.1290589418014,304.1290589418014
+80,4,2,42,304.4965975623059,*,304.4965975623059,304.4965975623059,*,304.4965975623059
+80,4,2,42,306.82809033447677,*,306.82809033447677,*,*,*
+80,4,2,42,301.61537641343654,*,*,301.61537641343654,*,301.61537641343654
+80,4,2,42,299.36320555275563,*,299.36320555275563,299.36320555275563,*,299.36320555275563
+81,4,2,42,303.67977895673147,303.67977895673147,303.67977895673147,*,303.67977895673147,*
+81,4,2,42,300.11750986613106,*,300.11750986613106,300.11750986613106,*,300.11750986613106
+81,4,2,42,303.85068132128094,*,303.85068132128094,303.85068132128094,*,303.85068132128094
+81,4,2,42,300.7191107109661,*,300.7191107109661,*,*,*
+81,4,2,42,305.8411997935011,*,305.8411997935011,*,*,*
+82,4,2,42,306.04398216546065,306.04398216546065,306.04398216546065,306.04398216546065,306.04398216546065,306.04398216546065
+82,4,2,42,302.88866724996353,*,302.88866724996353,302.88866724996353,*,302.88866724996353
+82,4,2,42,301.3612738946958,*,301.3612738946958,*,*,*
+82,4,2,42,307.53949509653313,*,*,*,*,*
+82,4,2,42,304.3604638384944,*,304.3604638384944,*,*,*
+83,4,2,42,304.91993068202646,304.91993068202646,*,*,*,304.91993068202646
+83,4,2,42,304.0075610851664,*,304.0075610851664,*,*,*
+83,4,2,42,298.89618036198533,*,298.89618036198533,*,*,*
+83,4,2,42,306.22588173938027,*,306.22588173938027,*,*,*
+83,4,2,42,304.4744748572428,*,304.4744748572428,*,*,*
+84,4,2,42,305.44414076598554,305.44414076598554,305.44414076598554,305.44414076598554,305.44414076598554,305.44414076598554
+84,4,2,42,307.78231421103175,*,307.78231421103175,307.78231421103175,*,307.78231421103175
+84,4,2,42,303.44825426935466,*,303.44825426935466,*,*,*
+84,4,2,42,303.34183781496944,*,303.34183781496944,303.34183781496944,*,303.34183781496944
+84,4,2,42,302.5192759291593,*,302.5192759291593,302.5192759291593,*,302.5192759291593
+85,4,2,42,300.82336017793483,300.82336017793483,*,300.82336017793483,300.82336017793483,300.82336017793483
+85,4,2,42,307.56243178865776,*,*,*,*,*
+85,4,2,42,305.8253922322028,*,305.8253922322028,305.8253922322028,*,305.8253922322028
+85,4,2,42,301.67112846630766,*,301.67112846630766,301.67112846630766,*,301.67112846630766
+85,4,2,42,300.67787113343064,*,300.67787113343064,*,*,*
+86,4,2,42,305.51604322224404,305.51604322224404,305.51604322224404,305.51604322224404,305.51604322224404,305.51604322224404
+86,4,2,42,304.87305985513666,*,*,*,*,*
+86,4,2,42,305.14853484177337,*,305.14853484177337,*,*,*
+86,4,2,42,305.7145564459759,*,305.7145564459759,305.7145564459759,*,305.7145564459759
+86,4,2,42,302.5567121549237,*,302.5567121549237,302.5567121549237,*,302.5567121549237
+87,4,2,42,298.8873864295157,298.8873864295157,298.8873864295157,298.8873864295157,*,298.8873864295157
+87,4,2,42,307.35721663457014,*,*,307.35721663457014,*,307.35721663457014
+87,4,2,42,308.92704291185873,*,308.92704291185873,*,*,*
+87,4,2,42,300.15175254751506,*,*,300.15175254751506,*,300.15175254751506
+87,4,2,42,304.7254532143185,*,304.7254532143185,304.7254532143185,*,304.7254532143185
+88,4,2,42,300.5880524648466,300.5880524648466,*,*,300.5880524648466,*
+88,4,2,42,304.313266529916,*,*,*,*,304.313266529916
+88,4,2,42,298.9051536348536,*,*,*,*,*
+88,4,2,42,302.5999807744401,*,302.5999807744401,*,*,*
+88,4,2,42,304.5889035505211,*,304.5889035505211,*,*,*
+89,4,2,42,300.2362319862009,300.2362319862009,300.2362319862009,300.2362319862009,300.2362319862009,300.2362319862009
+89,4,2,42,306.00979577876666,*,306.00979577876666,306.00979577876666,*,306.00979577876666
+89,4,2,42,303.90121772578044,*,303.90121772578044,*,*,*
+89,4,2,42,300.40941479174364,*,300.40941479174364,*,*,*
+89,4,2,42,306.7263869245371,*,306.7263869245371,*,*,*
+90,4,2,42,305.1470369998168,305.1470369998168,305.1470369998168,305.1470369998168,305.1470369998168,305.1470369998168
+90,4,2,42,302.59025789484093,*,302.59025789484093,*,*,*
+90,4,2,42,307.59950751352363,*,*,*,*,*
+90,4,2,42,305.1870947472642,*,*,305.1870947472642,*,305.1870947472642
+90,4,2,42,299.47389777039405,*,299.47389777039405,*,*,*
+91,4,2,42,303.6525234860023,303.6525234860023,303.6525234860023,*,*,*
+91,4,2,42,302.0133891829576,*,*,*,*,302.0133891829576
+91,4,2,42,307.8397014718172,*,*,*,*,*
+91,4,2,42,304.110085202627,*,304.110085202627,*,*,*
+91,4,2,42,304.6320791467754,*,304.6320791467754,*,*,*
+92,4,2,42,303.6156553637701,303.6156553637701,303.6156553637701,*,303.6156553637701,*
+92,4,2,42,306.0078602711893,*,306.0078602711893,306.0078602711893,*,306.0078602711893
+92,4,2,42,302.3373774062437,*,302.3373774062437,302.3373774062437,*,302.3373774062437
+92,4,2,42,302.83361703331303,*,302.83361703331303,*,*,*
+92,4,2,42,306.9370138747103,*,306.9370138747103,*,*,*
+93,4,2,42,304.13880690054555,304.13880690054555,304.13880690054555,*,*,*
+93,4,2,42,302.65735267181833,*,302.65735267181833,302.65735267181833,*,302.65735267181833
+93,4,2,42,305.0664922564681,*,305.0664922564681,305.0664922564681,*,305.0664922564681
+93,4,2,42,303.5442163160615,*,303.5442163160615,*,*,*
+93,4,2,42,305.7401742396439,*,*,*,*,*
+94,4,2,42,303.17439585862144,303.17439585862144,303.17439585862144,*,303.17439585862144,*
+94,4,2,42,306.34010580824025,*,*,306.34010580824025,*,306.34010580824025
+94,4,2,42,307.64674416231605,*,307.64674416231605,307.64674416231605,*,307.64674416231605
+94,4,2,42,301.2401047923453,*,301.2401047923453,*,*,*
+94,4,2,42,307.1737523924357,*,307.1737523924357,*,*,*
+95,4,2,42,307.2092672213338,307.2092672213338,307.2092672213338,*,307.2092672213338,307.2092672213338
+95,4,2,42,309.2977777167625,*,*,*,*,*
+95,4,2,42,303.19395277657895,*,303.19395277657895,*,*,*
+95,4,2,42,310.30515048003053,*,310.30515048003053,*,*,*
+95,4,2,42,306.8293690905385,*,*,*,*,*
+96,4,2,42,309.7339726577762,309.7339726577762,309.7339726577762,*,309.7339726577762,*
+96,4,2,42,308.1554901314405,*,308.1554901314405,*,*,*
+96,4,2,42,305.7908609467042,*,305.7908609467042,305.7908609467042,*,305.7908609467042
+96,4,2,42,304.56811604895364,*,304.56811604895364,304.56811604895364,*,304.56811604895364
+96,4,2,42,299.9297237925904,*,299.9297237925904,299.9297237925904,*,299.9297237925904
+97,4,2,42,302.935885496402,302.935885496402,302.935885496402,302.935885496402,302.935885496402,302.935885496402
+97,4,2,42,308.50895709096085,*,*,308.50895709096085,*,308.50895709096085
+97,4,2,42,305.7153514796138,*,305.7153514796138,305.7153514796138,*,305.7153514796138
+97,4,2,42,301.52149933136536,*,301.52149933136536,301.52149933136536,*,301.52149933136536
+97,4,2,42,302.53856873824503,*,302.53856873824503,*,*,*
+98,4,2,42,313.0051681079888,313.0051681079888,313.0051681079888,313.0051681079888,313.0051681079888,313.0051681079888
+98,4,2,42,303.5134226248774,*,303.5134226248774,*,*,*
+98,4,2,42,302.49949939621297,*,302.49949939621297,302.49949939621297,*,302.49949939621297
+98,4,2,42,304.1690814676596,*,*,304.1690814676596,*,304.1690814676596
+98,4,2,42,308.5814966711153,*,*,308.5814966711153,*,308.5814966711153
+99,4,2,42,306.52363343094703,306.52363343094703,306.52363343094703,*,306.52363343094703,*
+99,4,2,42,302.1858082636611,*,302.1858082636611,*,*,*
+99,4,2,42,303.8607844973294,*,*,*,*,*
+99,4,2,42,303.88867876612323,*,303.88867876612323,*,*,*
+99,4,2,42,302.1385146169015,*,302.1385146169015,*,*,*
+100,4,2,42,308.01238433658307,308.01238433658307,308.01238433658307,308.01238433658307,308.01238433658307,308.01238433658307
+100,4,2,42,300.8942965752951,*,300.8942965752951,*,*,*
+100,4,2,42,297.0635001860966,*,297.0635001860966,297.0635001860966,*,297.0635001860966
+100,4,2,42,303.12396194533056,*,303.12396194533056,303.12396194533056,*,303.12396194533056
+100,4,2,42,305.7900155776428,*,305.7900155776428,305.7900155776428,*,305.7900155776428
diff --git a/validation/README.txt b/validation/README.txt
index 2d5d3ea..5496519 100644
--- a/validation/README.txt
+++ b/validation/README.txt
@@ -7,12 +7,24 @@ What lives here and why
   FACTOR 1 x FACTOR 2 x 100 time periods; response columns PM SDS 1-6 and
   PM INERT, each structured to exercise one observed design state). Ground
   truth for the CI validation gate (e2e_bishop_report.py) and the
-  Bishop Reference Validation tutorial.
+  Bishop Reference Validation tutorial. PM INERT is pure noise (sd 1); the
+  gate also runs it with each PM SDS k missing-data pattern (k = 2..6), as
+  Tom's VAS runs of PM INERT SDS 2-6 do.
+- PBTESTKNOWNEFFECTS_T100.csv - Tom Bishop's known-effects database (same
+  layout and six missing-data patterns, columns PM SDS 1-6 KNOWN). Built as
+  300 + condition effect (11:-1, 12:1, 21:-1, 22:1, 31:-3, 32:-1, 41:-1,
+  42:1) + a linear time trend from -2 to 2 + a +/-2 condition x time
+  interaction (blocks of 25 periods, phase 2 the mirror image of phase 1) +
+  normal noise with sd 3. Specs LSL 295 / target 300 / USL 305. Shared by
+  Tom Bishop (October 2026) for validation.
 - PBTESTDATABASE_T20.csv - the 20-period variant, consumed by
   e2e_T20_report.py.
-- e2e_bishop_report.py - runs the full 280-assertion check of computed
-  results against Bishop's Minitab numbers; executed in CI and regenerates
-  docs/reference/validation.md (drift-guarded there). Writes
+- e2e_bishop_report.py - checks computed results against Tom Bishop's VAS
+  (Minitab) runs, value by value, for every run in RUNS: PM SDS 1-6, PM INERT
+  SDS 1-6, the known-effects SDS 1 run and the Medicare ACO run. Each run's reference values, specs
+  and target are in tests/fixtures/bishop_analyses/<run>.json, read from the
+  VAS decks (the decks themselves are not in the repo). Executed in CI;
+  regenerates docs/reference/validation.md (drift-guarded there). Writes
   e2e_bishop_report.html locally (untracked).
 - e2e_T20_report.py - the same idea against the T20 database.
 - effects_visualization.ipynb - effects-chart exploration against the
@@ -27,7 +39,8 @@ What lives here and why
 - aco_per_capita_expenditure.csv - the synthetic 24-organisation x 4-year
   dataset (96 rows, ADS 2) built with Tom Bishop for GitHub issue #114, from
   the reporter's description of Medicare shared-savings series. Input for
-  mr_permutation_invariance.py.
+  mr_permutation_invariance.py and the Medicare run of the e2e gate (Tom's
+  VAS run of 10/3/2026; specs LSL 6000 / target 11000 / USL 16000).
 - short_series_sampling.py, short_series_bands.py - contributed by the #114
   reporter (PR #119). Self-contained: regenerate the limit-width-vs-T table
   and the sampling distribution of MRbar/d2 for n = 3..30 under a stable
diff --git a/validation/e2e_bishop_report.py b/validation/e2e_bishop_report.py
index 754126c..afde76e 100644
--- a/validation/e2e_bishop_report.py
+++ b/validation/e2e_bishop_report.py
@@ -1,15 +1,22 @@
 """
 E2E Validation Report: processbehavior vs Tom Bishop's VAS Analyses
 
-Generates an HTML report comparing our library output against Tom Bishop's
-Minitab reference analyses for SDS 1-3. Uses PBTESTDATABASE_T100.csv as input.
+Compares the library's output with Tom Bishop's VAS (Minitab) analyses, value by value, for every
+run in RUNS: PM SDS 1-6 and PM INERT SDS 1-6 (PBTESTDATABASE_T100.csv), the known-effects data
+(PBTESTKNOWNEFFECTS_T100.csv) and the Medicare ACO data (aco_per_capita_expenditure.csv).
+Each run's reference values, spec limits and target live in
+tests/fixtures/bishop_analyses/<run>.json; a reference that is not yet available is "pending" and
+never fails the gate. Writes an HTML report and docs/reference/validation.md; exits 1 on any
+disagreement.
 
 Usage:
     python validation/e2e_bishop_report.py
 """
 import json
-import sys
 import math
+import string
+import sys
+from dataclasses import dataclass
 from pathlib import Path
 
 import pandas as pd
@@ -18,50 +25,45 @@
 
 # --- Configuration ---
 
-VALIDATION_CSV = Path(__file__).parent / 'PBTESTDATABASE_T100.csv'
+DATA = {
+    'T100': Path(__file__).parent / 'PBTESTDATABASE_T100.csv',
+    'KNOWN': Path(__file__).parent / 'PBTESTKNOWNEFFECTS_T100.csv',
+    'ACO': Path(__file__).parent / 'aco_per_capita_expenditure.csv',
+}
 FIXTURES_DIR = Path(__file__).parent.parent / 'tests' / 'fixtures' / 'bishop_analyses'
 OUTPUT_HTML = Path(__file__).parent / 'e2e_bishop_report.html'
 TOLERANCE = 0.01  # half-unit of last decimal place
 
-SPEC_LSL = 232
-SPEC_USL = 242
-SPEC_TARGET = 237
+# Sampling design state -> analytic design state: incomplete grids (SDS 4-6) are analysed as the
+# complete design that survives tidying.
+ADS_OF_SDS = {1: 1, 2: 2, 3: 3, 4: 1, 5: 2, 6: 3}
 
-SDS_CONFIGS = {
-    1: {'response_attr': 'PM_SDS_1', 'json': 'vassds1analysis.json', 'chart': 'Xbar'},
-    2: {'response_attr': 'PM_SDS_2', 'json': 'vassds2analysis.json', 'chart': 'X'},
-    3: {'response_attr': 'PM_SDS_3', 'json': 'vassds3analysis.json', 'chart': 'X'},
-}
 
-# Tom's process-capability reference indices (LSL=232, USL=242, Target=237).
-# Tom reports to 2 decimals; tolerance is half-unit of last decimal place.
+@dataclass(frozen=True)
+class Run:
+    """One VAS analysis to reproduce: a response column of a data source, at its ADS."""
+
+    id: str        # also the reference file: tests/fixtures/bishop_analyses/<id>.json
+    label: str
+    data: str      # key of DATA
+    response: str
+    ads: int
+    factors: tuple[str, ...] = ('FACTOR 1', 'FACTOR 2')
+    time: str = 'PRODUCTION TIME'
+
+
+RUNS = [
+    *[Run(f'pm_sds_{k}', f'PM SDS {k}', 'T100', f'PM SDS {k}', ADS_OF_SDS[k]) for k in range(1, 7)],
+    Run('pm_inert_sds_1', 'PM INERT', 'T100', 'PM INERT', 1),
+    # PM INERT SDS k: the PM INERT column with PM SDS k's missing pattern (see load_frames)
+    *[Run(f'pm_inert_sds_{k}', f'PM INERT SDS {k}', 'T100', f'PM INERT SDS {k}', ADS_OF_SDS[k]) for k in range(2, 7)],
+    Run('known_effects_sds_1', 'PM SDS 1 KNOWN', 'KNOWN', 'PM SDS 1 KNOWN', 1),
+    # Medicare per-capita expenditure: 24 organisations x 4 years, one reading each (issue #114)
+    Run('aco_medicare', 'Medicare ACO (PCE)', 'ACO', 'PER CAPITA EXPENDITURE', 2, factors=('ACO',), time='YEAR'),
+]
+
+# Tom reports capability to 2 decimals and loss shares to 1; tolerance is half a unit of the last place.
 CAPABILITY_TOLERANCE = 0.01
-EXPECTED_CAPABILITY = {
-    1: {
-        # Current (overall sigma)
-        'pp': 0.96, 'ppk_upper': 0.80, 'ppk_lower': 1.11,
-        'pct_below_lsl': 0.53, 'pct_above_usl': 0.45,
-        # Potential (R2 sigma)
-        'cp': 2.08, 'cpk_upper': 1.74, 'cpk_lower': 2.42,
-        'potential_pct_below_lsl': 0.0, 'potential_pct_above_usl': 0.0,
-    },
-    2: {
-        # Current
-        'pp': 1.1, 'ppk_upper': 0.93, 'ppk_lower': 1.27,
-        'pct_below_lsl': 0.5, 'pct_above_usl': 0.0,
-        # Potential (R2 sigma)
-        'cp': 2.51, 'cpk_upper': 2.12, 'cpk_lower': 2.91,
-        'potential_pct_below_lsl': 0.0, 'potential_pct_above_usl': 0.0,
-    },
-    3: {
-        # Current
-        'pp': 0.96, 'ppk_upper': 0.8, 'ppk_lower': 1.12,
-        'pct_below_lsl': 0.53, 'pct_above_usl': 0.46,
-        # Potential (R2 sigma)
-        'cp': 2.34, 'cpk_upper': 1.95, 'cpk_lower': 2.72,
-        'potential_pct_below_lsl': 0.0, 'potential_pct_above_usl': 0.0,
-    },
-}
 # (Tom's label) -> (CapabilityResult.as_dict key). Order shown is the order
 # they appear in the report table; "Current" block then "Potential" block.
 CAPABILITY_METRICS = [
@@ -77,46 +79,8 @@
     ('Potential % above USL', 'potential_pct_above_usl'),
 ]
 
-# Tom's Taguchi loss-function decomposition (percentages). 1 decimal place;
-# tolerance is half-unit of last decimal place.
+# Loss shares are compared in percent, to 1 decimal.
 LOSS_TOLERANCE = 0.05
-EXPECTED_LOSS = {
-    1: {
-        'pct_centering':   16.8,  # Tom: "mean"
-        'pct_unexplained': 23.0,
-        'pct_pdc':         14.2,
-        'pct_time':         2.7,  # Tom: "pt"
-        'pct_interaction': 43.3,  # Tom: "pdcxpt"
-    },
-    2: {
-        # 5-component decomposition
-        'pct_centering':   16.1,
-        'pct_unexplained': 23.6,
-        'pct_pdc':         15.6,
-        'pct_time':         2.2,
-        'pct_interaction': 42.5,
-        # Factor-level decomposition of pct_pdc (synthetic fields; computed
-        # from LossResult.pdc_by_factor / total in _build_loss_results)
-        'pct_pdc_f1':                  10.6,
-        'pct_pdc_f2':                   4.1,
-        'pct_pdc_factor_interaction':   0.9,  # Tom: "PDF Int"
-    },
-    3: {
-        # 5-component decomposition
-        'pct_centering':   16.4,
-        'pct_unexplained': 25.0,
-        'pct_pdc':         13.7,
-        'pct_time':         2.5,
-        'pct_interaction': 42.4,
-        # Factor-level decomposition of pct_pdc
-        'pct_pdc_f1':       8.3,
-        'pct_pdc_f2':       3.8,
-        # Tom's initial note said 0.6 but it didn't reconcile with his own
-        # pdc=13.7 (8.3+3.8+0.6=12.7); 1.6 makes the row internally
-        # consistent and matches our 1.59. Confirmed by Tom as 1.6.
-        'pct_pdc_factor_interaction':   1.6,
-    },
-}
 # (Tom's label) -> (LossResult.as_dict key, or synthetic key). Synthetic
 # keys (pct_pdc_f1, pct_pdc_f2, pct_pdc_factor_interaction) are computed
 # inside _build_loss_results since LossResult only exposes the absolute
@@ -133,10 +97,11 @@
 ]
 
 
-def context_to_stratum(context_subtitle: str, sds: int) -> str:
-    """Convert JSON context_subtitle 'PDC RSG - 1-1' to our stratum key."""
-    # Extract '1-1' from 'PDC RSG - 1-1'
-    level = context_subtitle.split(' - ')[1]  # '1-1'
+def context_to_stratum(context_subtitle: str, n_factors: int = 2) -> str:
+    """Convert a slide's context 'PDC RSG - 1-1' (two factors) or 'PDC RSG - ACO-001' (one) to our stratum key."""
+    level = context_subtitle.split(' - ', 1)[1]  # '1-1' or 'ACO-001'
+    if n_factors == 1:
+        return level
     f1, f2 = level.split('-')
     return f'{f1}_{f2}'  # Strata normalized to strings per #73
 
@@ -150,6 +115,37 @@ def close(actual, expected, tol=TOLERANCE):
     return abs(actual - expected) <= tol
 
 
+DRAWN_CODES = string.digits + string.ascii_letters
+DRAWN_UNITS = 1.5  # drawing units a drawn limit may sit from PB's: one for the drawing, half for the axis ticks
+
+
+def compare_drawn(drawn, table, tol=TOLERANCE):
+    """Check PB's limits, subgroup by subgroup, against the limits VAS draws where it prints "UNEQUAL".
+
+    ``drawn`` is an item's ``drawn_limits``: the red limit lines of the VAS chart, read per subgroup and scaled by
+    the y-axis ticks, so each value is good to about one drawing unit (``unit``). Each subgroup's limit is a
+    character indexing ``levels``. Returns the row fields to override: expected (VAS's last subgroup, the one
+    Minitab would label), match and note.
+    """
+    lbl = [drawn['levels'][DRAWN_CODES.index(c)] for c in drawn['LBL']]
+    ubl = [drawn['levels'][DRAWN_CODES.index(c)] for c in drawn['UBL']]
+    tol = max(tol, DRAWN_UNITS * drawn['unit'])
+    pending = drawn.get('pending')
+    out = {'expected_lbl': lbl[-1], 'expected_ubl': ubl[-1]}
+    if table is None or len(table) != len(lbl):
+        charted = 0 if table is None else len(table)
+        match = None if pending else False
+        return {**out, 'match_lpl': match, 'match_upl': match,
+                'note': f'Drawn limits: VAS charts {len(lbl)} subgroups, PB {charted}.'}
+    d_lo = max(abs(float(a) - e) for a, e in zip(table['lpl'], lbl, strict=True))
+    d_hi = max(abs(float(a) - e) for a, e in zip(table['upl'], ubl, strict=True))
+    note = (f'Limits read from the VAS drawing for all {len(lbl)} subgroups: largest difference LBL {d_lo:.4f}, '
+            f'UBL {d_hi:.4f} (tolerance {tol:.4f}).')
+    if pending:
+        return {**out, 'match_lpl': None, 'match_upl': None, 'note': f'{note} Pending: {pending}'}
+    return {**out, 'match_lpl': d_lo <= tol, 'match_upl': d_hi <= tol, 'note': note}
+
+
 def classify_page(item):
     """Classify a JSON page item into a test category."""
     title = item.get('analysis_title', '')
@@ -198,9 +194,8 @@ def _coerce_float(v):
     return float(v)
 
 
-def _build_capability_results(sds_num, cap_dict):
-    """Validate process-capability indices against EXPECTED_CAPABILITY."""
-    expected = EXPECTED_CAPABILITY.get(sds_num, {})
+def _build_capability_results(expected, cap_dict):
+    """Validate process-capability indices against the run's reference values."""
     rows = []
     for label, field in CAPABILITY_METRICS:
         actual = _coerce_float(cap_dict.get(field))
@@ -230,17 +225,16 @@ def _augment_loss_with_factor_percentages(loss_dict):
     # positionally so this stays robust if factor names ever change.
     factor_keys = list(pdc_by_factor.keys())
     if len(factor_keys) >= 1:
-        derived['pct_pdc_f1'] = round(100 * pdc_by_factor[factor_keys[0]] / total, 3)
+        derived['pct_pdc_f1'] = 100 * pdc_by_factor[factor_keys[0]] / total
     if len(factor_keys) >= 2:
-        derived['pct_pdc_f2'] = round(100 * pdc_by_factor[factor_keys[1]] / total, 3)
+        derived['pct_pdc_f2'] = 100 * pdc_by_factor[factor_keys[1]] / total
     if pdc_fi is not None:
-        derived['pct_pdc_factor_interaction'] = round(100 * pdc_fi / total, 3)
+        derived['pct_pdc_factor_interaction'] = 100 * pdc_fi / total
     return derived
 
 
-def _build_loss_results(sds_num, loss_dict):
-    """Validate loss-function decomposition (percentages) against EXPECTED_LOSS."""
-    expected = EXPECTED_LOSS.get(sds_num, {})
+def _build_loss_results(expected, loss_dict):
+    """Validate loss-function decomposition (percentages) against the run's reference values."""
     derived = _augment_loss_with_factor_percentages(loss_dict)
     rows = []
     for label, field in LOSS_METRICS:
@@ -254,8 +248,8 @@ def _build_loss_results(sds_num, loss_dict):
     return rows
 
 
-def run_sds_validation(sds_num, pb, study, json_data):  # noqa: C901
-    """Run all validations for one SDS type.
+def run_validation(run, pb, study, ref):  # noqa: C901
+    """Run all validations for one run (a response column at its ADS) against its reference file.
 
     Returns
     -------
@@ -264,68 +258,68 @@ def run_sds_validation(sds_num, pb, study, json_data):  # noqa: C901
         list contains per-row dicts ready for HTML rendering.
     """
     results = []
-    items = json_data['items']
+    items = ref['items']
+    specs = ref['specs']
+    tol = ref.get('chart_tolerance', TOLERANCE)
+    factors, time = list(run.factors), run.time
+    f_str, t_str = '[' + ', '.join(factors) + ']', f'[{time}]'
 
     # Pre-compute results we'll need
     computed = {}
 
+    # Xbar/S wherever some subgroups are replicated: ADS 1, and ADS 3, where the 10-1 manual makes
+    # Xbar/S VAS's default (Tom's 10/3/2026 run draws PM SDS 3 that way). ADS 2 uses X/mR.
+    xbar_s = run.ads in (1, 3)
+
     # Overall charts
-    if sds_num == 1:
+    if xbar_s:
         computed['overall'] = study.execute(chart='Xbar', by=[], companion=True)
-        computed['stratified'] = study.execute(chart='Xbar', by=[pb.cols.PRODUCTION_TIME], companion=True)
+        computed['stratified'] = study.execute(chart='Xbar', by=[time], companion=True)
     else:
         computed['overall'] = study.execute(chart='X', by=[], companion=True)
-        computed['stratified'] = study.execute(chart='X', by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2], companion=True)
+        computed['stratified'] = study.execute(chart='X', by=factors, companion=True)
 
     # Effects charts — all SDS types
     # PDC effects (pages 20-21)
     computed['pdc_effects_xbar'] = study.execute(
-        chart='Xbar', by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2],
+        chart='Xbar', by=factors,
         value='R6', recentered=True
     )
     computed['pdc_effects_s'] = study.execute(
-        chart='S', by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2], value='R6'
+        chart='S', by=factors, value='R6'
     )
-    # PT effects (pages 22-23) — Xbar/S by time for all SDS
-    # When charted by=[time], each time subgroup has multiple factor levels,
-    # giving n>1 subgroups even in SDS 2, so Xbar/S is correct.
+    # PT effects (pages 22-23) — Xbar/S of R4 by time for all SDS (R4 carries the period effect,
+    # 10-1 manual Eq 14-16). When charted by=[time], each time subgroup has multiple factor
+    # levels, giving n>1 subgroups even in SDS 2, so Xbar/S is correct.
     computed['pt_effects_xbar'] = study.execute(
-        chart='Xbar', by=[pb.cols.PRODUCTION_TIME], value='R3', recentered=True
+        chart='Xbar', by=[time], value='R4', recentered=True
     )
     computed['pt_effects_s'] = study.execute(
-        chart='S', by=[pb.cols.PRODUCTION_TIME], value='R3', recentered=True
+        chart='S', by=[time], value='R4', recentered=True
     )
     # Interaction (pages 28-29)
-    if sds_num == 1:
+    if xbar_s:
         computed['interaction_xbar'] = study.execute(
-            chart='Xbar', by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2, pb.cols.PRODUCTION_TIME],
+            chart='Xbar', by=[*factors, time],
             value='R3', recentered=True
         )
         computed['interaction_s'] = study.execute(
-            chart='S', by=[pb.cols.FACTOR_1, pb.cols.FACTOR_2, pb.cols.PRODUCTION_TIME],
+            chart='S', by=[*factors, time],
             value='R3', recentered=True
         )
     else:
         computed['r3_xmr'] = study.execute(
             chart='X', by=[], value='R3', recentered=True, companion=True
         )
-    # Individual factor effects (pages 24-27)
-    computed['f1_effects_xbar'] = study.execute(
-        chart='Xbar', by=[pb.cols.FACTOR_1], value='R6', recentered=True
-    )
-    computed['f1_effects_s'] = study.execute(
-        chart='S', by=[pb.cols.FACTOR_1], value='R6'
-    )
-    computed['f2_effects_xbar'] = study.execute(
-        chart='Xbar', by=[pb.cols.FACTOR_2], value='R6', recentered=True
-    )
-    computed['f2_effects_s'] = study.execute(
-        chart='S', by=[pb.cols.FACTOR_2], value='R6'
-    )
+    # Individual factor effects (pages 24-27), when the conditions are built from two factors
+    if len(factors) >= 2:
+        for tag, factor in (('f1', factors[0]), ('f2', factors[1])):
+            computed[f'{tag}_effects_xbar'] = study.execute(chart='Xbar', by=[factor], value='R6', recentered=True)
+            computed[f'{tag}_effects_s'] = study.execute(chart='S', by=[factor], value='R6')
 
     computed['max_info_xmr'] = study.execute(chart='X', by=[], value='R2')
-    computed['loss'] = study.loss_function(target=SPEC_TARGET)
-    computed['capability'] = study.capability(lsl=SPEC_LSL, usl=SPEC_USL, target=SPEC_TARGET)
+    computed['loss'] = study.loss_function(target=specs['target'])
+    computed['capability'] = study.capability(lsl=specs['lsl'], usl=specs['usl'], target=specs['target'])
 
     for item in items:
         page = item['page_number']
@@ -336,10 +330,11 @@ def run_sds_validation(sds_num, pb, study, json_data):  # noqa: C901
         expected_cl = item.get('CL')
         expected_lbl = item.get('LBL')
         expected_ubl = item.get('UBL')
+        drawn_limits = item.get('drawn_limits')
         is_location = is_location_chart(item)
 
         base = {
-            'sds': sds_num,
+            'run': run.id,
             'page': page,
             'chart_title': chart_title,
             'chart_subtitle': chart_subtitle,
@@ -349,8 +344,11 @@ def run_sds_validation(sds_num, pb, study, json_data):  # noqa: C901
 
         def append_result(
             chart_type, by_str, value, recentered, actual_cl, actual_lpl, actual_upl, table,
-            _base=base, _ecl=expected_cl, _elbl=expected_lbl, _eubl=expected_ubl, **extra
+            _base=base, _ecl=expected_cl, _elbl=expected_lbl, _eubl=expected_ubl,
+            _drawn=drawn_limits, **extra
         ):
+            if _drawn is not None and _elbl is None and _eubl is None:
+                extra = {**extra, **compare_drawn(_drawn, table, tol)}
             results.append({
                 **_base,
                 'chart_type': chart_type,
@@ -363,9 +361,9 @@ def append_result(
                 'actual_cl': actual_cl,
                 'actual_lpl': actual_lpl,
                 'actual_upl': actual_upl,
-                'match_cl': close(actual_cl, _ecl) if _ecl is not None else None,
-                'match_lpl': close(actual_lpl, _elbl) if _elbl is not None else None,
-                'match_upl': close(actual_upl, _eubl) if _eubl is not None else None,
+                'match_cl': close(actual_cl, _ecl, tol) if _ecl is not None else None,
+                'match_lpl': close(actual_lpl, _elbl, tol) if _elbl is not None else None,
+                'match_upl': close(actual_upl, _eubl, tol) if _eubl is not None else None,
                 'chart_table': table,
                 **extra,
             })
@@ -375,13 +373,19 @@ def stats_from(result_obj, chart_type):
             center = stats['center']
             lpl_val = stats.get('lpl')
             upl_val = stats.get('upl')
+            if stats.get('limits_vary') and lpl_val is None and upl_val is None:
+                # Limits step with subgroup size (10-1 manual Eqs 11-16/17). VAS/Minitab labels the
+                # limits of the last subgroup, so that is the value its slide carries.
+                table = safe_chart_table(result_obj, chart_type)
+                if table is not None and len(table):
+                    lpl_val, upl_val = table['lpl'].iloc[-1], table['upl'].iloc[-1]
             cl = float(center) if center is not None else None
             lpl = float(lpl_val) if lpl_val is not None else None
             upl = float(upl_val) if upl_val is not None else None
             return cl, lpl, upl
 
         def primary_chart_type(_loc=is_location):
-            if sds_num == 1:
+            if xbar_s:
                 return 'Xbar' if _loc else 'S'
             return 'X' if _loc else 'mR'
 
@@ -392,11 +396,11 @@ def primary_chart_type(_loc=is_location):
             append_result(chart_type, '[]', 'response', False, cl, lpl, upl, safe_chart_table(overall, chart_type))
 
         elif category == 'stratified':
-            stratum = context_to_stratum(context, sds_num)
+            stratum = context_to_stratum(context, len(run.factors))
             focused = computed['stratified'].focus(stratum)
             chart_type = primary_chart_type()
             cl, lpl, upl = stats_from(focused, chart_type)
-            by_str = '[PRODUCTION_TIME]' if sds_num == 1 else '[FACTOR_1, FACTOR_2]'
+            by_str = t_str if xbar_s else f_str
             append_result(chart_type, by_str, 'response', False, cl, lpl, upl,
                           safe_chart_table(focused, chart_type), stratum=str(stratum))
 
@@ -405,25 +409,25 @@ def primary_chart_type(_loc=is_location):
             chart_type = 'Xbar' if is_location else 'S'
             cl, lpl, upl = stats_from(result_obj, chart_type)
             recentered = is_location
-            append_result(chart_type, '[FACTOR_1, FACTOR_2]', 'R6', recentered, cl, lpl, upl,
+            append_result(chart_type, f_str, 'R6', recentered, cl, lpl, upl,
                           safe_chart_table(result_obj, chart_type))
 
         elif category == 'pt_effects':
             result_obj = computed['pt_effects_xbar'] if is_location else computed['pt_effects_s']
             chart_type = 'Xbar' if is_location else 'S'
             cl, lpl, upl = stats_from(result_obj, chart_type)
-            append_result(chart_type, '[PRODUCTION_TIME]', 'R3', True, cl, lpl, upl,
+            append_result(chart_type, t_str, 'R4', True, cl, lpl, upl,
                           safe_chart_table(result_obj, chart_type))
 
         elif category == 'factor_effects':
             if context and 'F1' in context:
                 xbar_r = computed['f1_effects_xbar']
                 s_r = computed['f1_effects_s']
-                by_str = '[FACTOR_1]'
+                by_str = f'[{factors[0]}]'
             elif context and 'F2' in context:
                 xbar_r = computed['f2_effects_xbar']
                 s_r = computed['f2_effects_s']
-                by_str = '[FACTOR_2]'
+                by_str = f'[{factors[1]}]'
             else:
                 append_result('?', '?', 'R6', True, None, None, None, None)
                 continue
@@ -436,11 +440,11 @@ def primary_chart_type(_loc=is_location):
                           safe_chart_table(result_obj, chart_type))
 
         elif category == 'interaction':
-            if sds_num == 1:
+            if xbar_s:
                 result_obj = computed['interaction_xbar'] if is_location else computed['interaction_s']
                 chart_type = 'Xbar' if is_location else 'S'
                 cl, lpl, upl = stats_from(result_obj, chart_type)
-                append_result(chart_type, '[FACTOR_1, FACTOR_2, PRODUCTION_TIME]', 'R3', True,
+                append_result(chart_type, '[' + ', '.join([*factors, time]) + ']', 'R3', True,
                               cl, lpl, upl, safe_chart_table(result_obj, chart_type))
             else:
                 r3 = computed['r3_xmr']
@@ -466,8 +470,12 @@ def primary_chart_type(_loc=is_location):
             # No other category produces a meaningful chart-row; drop it.
             continue
 
-    capability_results = _build_capability_results(sds_num, computed['capability'].as_dict())
-    loss_results = _build_loss_results(sds_num, computed['loss'].as_dict())
+    # Compare at full precision: Tom's figures are displayed to 1-2 decimals and the tolerance
+    # absorbs that; rounding our side first would double-count the rounding.
+    capability_results = _build_capability_results(
+        ref.get('capability', {}), computed['capability'].as_dict(round_to=12)
+    )
+    loss_results = _build_loss_results(ref.get('loss', {}), computed['loss'].as_dict(round_to=12))
 
     return {
         'charts': results,
@@ -551,18 +559,18 @@ def _render_metric_table(title: str, rows, value_decimals: int, tolerance: float
     return html
 
 
-def generate_html(all_results, aux_by_sds=None):  # noqa: C901
+def generate_html(all_results, aux_by_run, runs):  # noqa: C901
     """Generate the full HTML report.
 
     Parameters
     ----------
     all_results : list[dict]
-        Per-chart-row result dicts (existing schema).
-    aux_by_sds : dict[int, dict] | None
-        Optional auxiliary results keyed by SDS number, with
-        ``{'capability': [...], 'loss': [...]}`` per SDS.
+        Per-chart-row result dicts, each tagged with its run id.
+    aux_by_run : dict[str, dict]
+        Per run id: ``{'capability': [...], 'loss': [...], 'specs': {...}, 'loss_note': str | None}``.
+    runs : list[Run]
+        The runs, in report order.
     """
-    aux_by_sds = aux_by_sds or {}
     html = """<!DOCTYPE html>
 <html>
 <head>
@@ -595,7 +603,7 @@ def generate_html(all_results, aux_by_sds=None):  # noqa: C901
 </head>
 <body>
 <h1>E2E Bishop Validation Report</h1>
-<p>Comparison of processbehavior library output against Tom Bishop's VAS Minitab analyses (SDS 1-3).</p>
+<p>Comparison of processbehavior library output against Tom Bishop's VAS Minitab analyses, run by run.</p>
 <p class="tolerance">Tolerance: &plusmn;0.01 (half-unit of last decimal place in reference data)</p>
 """
     # Global summary
@@ -617,7 +625,7 @@ def generate_html(all_results, aux_by_sds=None):  # noqa: C901
                 total_skip += 1
 
     # Also fold in capability + loss matches from auxiliary results
-    for aux in aux_by_sds.values():
+    for aux in aux_by_run.values():
         for row in aux.get('capability', []) + aux.get('loss', []):
             if row['match'] is True:
                 total_checks += 1
@@ -638,22 +646,22 @@ def generate_html(all_results, aux_by_sds=None):  # noqa: C901
 </div>
 """
 
-    # Group by SDS
-    for sds_num in [1, 2, 3]:
-        sds_results = [r for r in all_results if r['sds'] == sds_num]
-        if not sds_results:
+    # One section per run
+    for run in runs:
+        run_results = [r for r in all_results if r['run'] == run.id]
+        if not run_results:
             continue
 
-        sds_pass = sum(1 for r in sds_results for k in ('match_cl', 'match_lpl', 'match_upl') if r.get(k) is True)
-        sds_fail = sum(1 for r in sds_results for k in ('match_cl', 'match_lpl', 'match_upl') if r.get(k) is False)
-        sds_skip = sum(1 for r in sds_results for k in ('match_cl', 'match_lpl', 'match_upl') if r.get(k) is None)
+        run_pass = sum(1 for r in run_results for k in ('match_cl', 'match_lpl', 'match_upl') if r.get(k) is True)
+        run_fail = sum(1 for r in run_results for k in ('match_cl', 'match_lpl', 'match_upl') if r.get(k) is False)
+        run_skip = sum(1 for r in run_results for k in ('match_cl', 'match_lpl', 'match_upl') if r.get(k) is None)
 
         html += f"""
-<h2>SDS {sds_num} — Analytic Design State {sds_num}</h2>
+<h2>{run.label} — Analytic Design State {run.ads}</h2>
 <div class="summary">
-<span class="pass-count">{sds_pass} passed</span> /
-<span class="fail-count">{sds_fail} failed</span> /
-<span class="skip-count">{sds_skip} skipped</span>
+<span class="pass-count">{run_pass} passed</span> /
+<span class="fail-count">{run_fail} failed</span> /
+<span class="skip-count">{run_skip} skipped</span>
 </div>
 <table class="main">
 <tr>
@@ -671,7 +679,7 @@ def generate_html(all_results, aux_by_sds=None):  # noqa: C901
     <th>Details</th>
 </tr>
 """
-        for r in sds_results:
+        for r in run_results:
             # Determine overall row status
             matches = [r.get(k) for k in ('match_cl', 'match_lpl', 'match_upl')]
             if any(m is False for m in matches):
@@ -741,12 +749,13 @@ def generate_html(all_results, aux_by_sds=None):  # noqa: C901
         html += '</table>'
 
         # Capability + loss-function sections under each SDS
-        aux = aux_by_sds.get(sds_num, {})
+        aux = aux_by_run.get(run.id, {})
+        specs = aux.get('specs', {})
         cap_rows = aux.get('capability', [])
         loss_rows = aux.get('loss', [])
         if cap_rows:
             html += _render_metric_table(
-                f'Process Capability (LSL={SPEC_LSL}, USL={SPEC_USL}, Target={SPEC_TARGET})',
+                f"Process Capability (LSL={specs.get('lsl')}, USL={specs.get('usl')}, Target={specs.get('target')})",
                 cap_rows, value_decimals=2, tolerance=CAPABILITY_TOLERANCE,
             )
         if loss_rows:
@@ -754,6 +763,8 @@ def generate_html(all_results, aux_by_sds=None):  # noqa: C901
                 'Taguchi Loss Function (% of total)',
                 loss_rows, value_decimals=1, tolerance=LOSS_TOLERANCE,
             )
+            if aux.get('loss_note'):
+                html += f'<p class="tolerance">Pending: {aux["loss_note"]}</p>'
 
     from datetime import datetime
     html += f'<p class="timestamp">Generated: {datetime.now().strftime("%Y-%m-%d %H:%M:%S")}</p>'
@@ -768,23 +779,23 @@ def generate_html(all_results, aux_by_sds=None):  # noqa: C901
 MYST_OUTPUT = Path(__file__).parent.parent / 'docs' / 'reference' / 'validation.md'
 
 
-def _tally(all_results, aux_by_sds):
-    """(passed, failed, skipped) per ADS, over charts + capability + loss."""
-    per_sds: dict[int, list[int]] = {}
+def _tally(all_results, aux_by_run):
+    """(passed, failed, pending) per run id, over charts + capability + loss."""
+    per_run: dict[str, list[int]] = {}
     for row in all_results:
-        counts = per_sds.setdefault(row['sds'], [0, 0, 0])
+        counts = per_run.setdefault(row['run'], [0, 0, 0])
         for key in ('match_cl', 'match_lpl', 'match_upl'):
             match = row.get(key)
             counts[0 if match is True else 1 if match is False else 2] += 1
-    for sds_num, aux in (aux_by_sds or {}).items():
-        counts = per_sds.setdefault(sds_num, [0, 0, 0])
+    for run_id, aux in aux_by_run.items():
+        counts = per_run.setdefault(run_id, [0, 0, 0])
         for row in aux['capability'] + aux['loss']:
             match = row['match']
             counts[0 if match is True else 1 if match is False else 2] += 1
-    return per_sds
+    return per_run
 
 
-def generate_myst_summary(all_results, aux_by_sds=None):
+def generate_myst_summary(all_results, aux_by_run, runs):
     """A short, committable summary of the validation run.
 
     Deliberately not the full HTML report: this is the page a reader lands on,
@@ -794,64 +805,68 @@ def generate_myst_summary(all_results, aux_by_sds=None):
     """
     import processbehavior
 
-    per_sds = _tally(all_results, aux_by_sds)
-    total_pass = sum(v[0] for v in per_sds.values())
-    total_fail = sum(v[1] for v in per_sds.values())
-    total_skip = sum(v[2] for v in per_sds.values())
-
-    names = {
-        1: 'ADS 1 — full replication',
-        2: 'ADS 2 — no replication',
-        3: 'ADS 3 — partial replication',
-    }
-    sources = {1: '`PM SDS 1`', 2: '`PM SDS 2`', 3: '`PM SDS 3`'}
+    per_run = _tally(all_results, aux_by_run)
+    total_pass = sum(v[0] for v in per_run.values())
+    total_fail = sum(v[1] for v in per_run.values())
+    total_skip = sum(v[2] for v in per_run.values())
+    data_files = {'T100': '`PBTESTDATABASE_T100.csv`', 'KNOWN': '`PBTESTKNOWNEFFECTS_T100.csv`',
+                  'ACO': '`aco_per_capita_expenditure.csv`'}
 
     lines = [
         '# Validation against Bishop\'s reference results',
         '',
         'Every analytical output this library produces is checked, number by number,',
-        "against Dr. Thomas A. Bishop's published Minitab results for the same data.",
+        "against Dr. Thomas A. Bishop's VAS results (Minitab) for the same data.",
         'Not "inspired by" and not spot-checked — the chart centers, control limits,',
-        'signal classifications, capability indices and loss-function components are',
-        'compared to the reference and the run fails if any of them disagree.',
+        'capability indices and loss-function components are compared to the reference',
+        'and the run fails if any of them disagree.',
         '',
         f'**{total_pass} assertions pass**'
         + (f', {total_fail} fail' if total_fail else ', 0 fail')
-        + (f', {total_skip} have no reference value.' if total_skip else '.'),
+        + (f', {total_skip} have no reference value yet.' if total_skip else '.'),
         '',
         f'Generated by `validation/e2e_bishop_report.py` from processbehavior '
-        f'{processbehavior.__version__}, against `validation/PBTESTDATABASE_T100.csv`.',
+        f'{processbehavior.__version__}.',
         '',
         '## Coverage',
         '',
-        '| Analytical Design State | Source column | Assertions | Result |',
-        '|---|---|---|---|',
+        '| Run | Data | Analytic design state | Assertions | No reference yet | Result |',
+        '|---|---|---|---|---|---|',
     ]
-    for sds_num in sorted(per_sds):
-        passed, failed, skipped = per_sds[sds_num]
+    for run in runs:
+        passed, failed, skipped = per_run.get(run.id, [0, 0, 0])
         verdict = '✅ all pass' if failed == 0 else f'❌ {failed} failing'
         lines.append(
-            f'| {names.get(sds_num, f"ADS {sds_num}")} | {sources.get(sds_num, "—")} '
-            f'| {passed + failed} | {verdict} |'
+            f'| `{run.label}` | {data_files[run.data]} | ADS {run.ads} '
+            f'| {passed + failed} | {skipped} | {verdict} |'
         )
 
     lines += [
+        '',
+        'PM SDS 1-6 are one fill-weight dataset with deletions; SDS 4-6 are incomplete grids, analysed',
+        'as the complete design that survives tidying (ADS 1-3). PM INERT is pure noise with the same',
+        'six missing-data patterns. The known-effects data are built from known condition, time and',
+        'interaction effects plus noise. The Medicare data are per-capita expenditure for 24',
+        'organisations over 4 years, one reading each (issue #114).',
         '',
         '## What is covered',
         '',
         '- **Charts** — center line and both natural process limits, for the primary',
-        '  chart and for each valid chart x residual pair at that design state.',
+        '  chart and for each valid chart x residual pair at that design state. Where subgroup',
+        '  sizes differ, VAS prints "UNEQUAL" instead of a limit; there the limits of every',
+        '  subgroup are read from the limit lines VAS draws, to within 1.5 drawing units',
+        '  (about 0.01-0.1, by chart), and each line counts as one assertion.',
         '- **Capability** — Pp, Ppk (upper and lower), Cp, Cpk, and the percentage of',
         '  the distribution beyond each specification limit.',
         '- **Loss function** — the Taguchi loss decomposition and its components.',
         '',
-        '## What is not yet covered',
+        '## Values with no reference yet',
         '',
-        'ODS 4-6 (incomplete grids) are detected and routed correctly, and their',
-        'collapse to ADS 1-3 is pinned by tests — an incomplete design is analysed as',
-        'the complete design that survives tidying, so the numbers above are the ones',
-        'that apply. What is still outstanding is an end-to-end comparison against',
-        "Bishop's Minitab output for the incomplete-grid datasets themselves.",
+        '- The limits of the R6 S charts (pages 21, 25 and 27) whose subgroups have 343 or more',
+        '  values. The VAS runs of 3 October 2026 held α<sub>N</sub> (10-1 manual Eq 10-12) at 0.9995 from N = 343 up,',
+        "  where Minitab's GAMMA function overflows, so their limits follow N = 500 instead of the",
+        "  subgroup's own N. Dr. Bishop is replacing it with a table of α<sub>N</sub>; these wait for his",
+        '  rerun. Below N = 343 the same charts are checked, and match.',
         '',
         '## Reproducing this',
         '',
@@ -861,51 +876,61 @@ def generate_myst_summary(all_results, aux_by_sds=None):
         '',
         'That writes this page and a detailed HTML report',
         '(`validation/e2e_bishop_report.html`) with every compared value, expected',
-        'beside actual, grouped by design state.',
+        'beside actual, grouped by run.',
         '',
     ]
     return '\n'.join(lines)
 
 
+def load_frames():
+    """Read every data source. PM INERT SDS k (k = 2..6) is the PM INERT column with PM SDS k's
+    missing pattern, which is how the PM INERT SDS 2-6 columns of Dr. Bishop's VAS runs are built."""
+    frames = {name: pd.read_csv(path) for name, path in DATA.items()}
+    t100 = frames['T100']
+    inert = pd.to_numeric(t100['PM INERT'], errors='coerce')
+    for k in range(2, 7):
+        present = pd.to_numeric(t100[f'PM SDS {k}'], errors='coerce').notna()
+        t100[f'PM INERT SDS {k}'] = inert.where(present)
+    return frames
+
+
 def main():
     print('Loading validation data...')
-    df = pd.read_csv(VALIDATION_CSV)
-    pb = ProcessBehavior(df)
+    frames = load_frames()
+    pbs = {name: ProcessBehavior(df) for name, df in frames.items()}
 
     all_results = []
-    aux_by_sds = {}   # {sds_num: {'capability': [...], 'loss': [...]}}
+    aux_by_run = {}   # {run id: {'capability': [...], 'loss': [...], 'specs': {...}, 'loss_note': ...}}
     total_fails = 0
 
-    for sds_num, config in SDS_CONFIGS.items():
-        print(f'\nProcessing SDS {sds_num}...')
-        response = getattr(pb.cols, config['response_attr'])
-        study = pb.formulate(
-            response=response,
-            factors=[pb.cols.FACTOR_1, pb.cols.FACTOR_2],
-            time=pb.cols.PRODUCTION_TIME
-        )
-        print(f'  Analytical SDS: {study.analytical_design_state}')
-
-        json_path = FIXTURES_DIR / config['json']
-        with open(json_path) as f:
-            json_data = json.load(f)
-
-        sds_payload = run_sds_validation(sds_num, pb, study, json_data)
-        chart_results = sds_payload['charts']
+    for run in RUNS:
+        print(f'\nProcessing {run.label}...')
+        pb = pbs[run.data]
+        study = pb.formulate(response=run.response, factors=list(run.factors), time=run.time)
+        ads = study.analytical_design_state
+        print(f'  Analytical SDS: {ads}')
+        if ads.sds != run.ads:
+            print(f'  ADS MISMATCH: expected {run.ads}')
+            total_fails += 1
+
+        ref = json.loads((FIXTURES_DIR / f'{run.id}.json').read_text())
+        payload = run_validation(run, pb, study, ref)
+        chart_results = payload['charts']
         all_results.extend(chart_results)
-        aux_by_sds[sds_num] = {
-            'capability': sds_payload['capability'],
-            'loss': sds_payload['loss'],
+        aux_by_run[run.id] = {
+            'capability': payload['capability'],
+            'loss': payload['loss'],
+            'specs': ref['specs'],
+            'loss_note': ref.get('loss_note'),
         }
 
-        # Print summary across charts + capability/loss
         passes = sum(
             1 for r in chart_results for k in ('match_cl', 'match_lpl', 'match_upl') if r.get(k) is True
         )
         fails = sum(
             1 for r in chart_results for k in ('match_cl', 'match_lpl', 'match_upl') if r.get(k) is False
         )
-        for row in sds_payload['capability'] + sds_payload['loss']:
+        for row in payload['capability'] + payload['loss']:
             if row['match'] is True:
                 passes += 1
             elif row['match'] is False:
@@ -914,18 +939,17 @@ def main():
         total_fails += fails
 
     print('\nGenerating HTML report...')
-    html = generate_html(all_results, aux_by_sds)
-    OUTPUT_HTML.write_text(html)
+    OUTPUT_HTML.write_text(generate_html(all_results, aux_by_run, RUNS))
     print(f'Report written to: {OUTPUT_HTML}')
 
     MYST_OUTPUT.parent.mkdir(parents=True, exist_ok=True)
-    MYST_OUTPUT.write_text(generate_myst_summary(all_results, aux_by_sds))
+    MYST_OUTPUT.write_text(generate_myst_summary(all_results, aux_by_run, RUNS))
     print(f'Docs summary written to: {MYST_OUTPUT}')
 
     # The reports above are evidence; this exit code is the gate. Reference
     # disagreement must fail the build itself, not just drift the docs page —
     # otherwise committing the drifted page makes CI green with wrong numbers.
-    # 'pending' rows (match is None, the ODS 4-6 backlog) are never fatal.
+    # 'pending' rows (match is None: no reference value yet) are never fatal.
     if total_fails:
         print(f'\nVALIDATION FAILED: {total_fails} assertion(s) diverge from Bishop reference values.')
         sys.exit(1)