data-transparency

Independent research platform tracking marketplace fees, seller policies, and transparency across major e-commerce platforms.

A live graphical user interface for the dyClamp sketch

Manage your business rules in T-SQL

Open, verifiable AI-driven football market analytics project for detecting mispriced bookmaker odds.

Spark-CTGS — If the system profits from your confusion, it’s already broken. Consumers aren’t the test bench. They’re the boundary. Consumer Transparency Governance Standard (v1.0

A smart disaster relief fund and coordination system designed for Habitat for Humanity Malawi. This project enhances transparency in fund allocation, automates beneficiary verification, uses GIS mapping for disaster impact analysis, and supports real-time collaboration among stakeholders

AI 编程订阅计划（Coding Plan）对比站：20 平台 / 69 档位的价格、额度倍率、Token 实时价与成本计算器，中英双语界面，GitHub Actions 每日 09:00 自动巡检，每条数据标注来源与采集日期

A CLI tool to understand how hospitals bill your healthcare to insurance companies.

Open dataset and methodology for Sri Lanka University Grants Commission (UGC) Z-Score cutoff analysis used in UniCompass. Includes extracted data, validation steps, and transparency notes.

This project explores the impact of public data transparency on economic complexity growth (1995-2021). Using data from the Harvard Atlas and Open Data Barometer, the study clusters countries by transparency levels and compares their economic complexity growth. Analysis is done with Python and Jupyter Notebook. Includes research paper and notebook.

Privacy-focused, opt-in usage collector and transparency portal for PicPeak, with feature adoption dashboards, participant feedback, voting and weekly maintainer reports.

🏠 Plateforme de transparence des prix immobiliers en Suisse | Vrais prix de vente vs prix d'annonces | 26 cantons

Detect regional contradictions in corporate ESG claims with an explainable Reality Drift Index and source-level receipts.

Ghana GRA-compliant progressive PAYE payroll tax calculation engine and educational data transparency dashboard built with Streamlit.

Public XRPL analytics with a built-in truth-audit system — CLAIMS.yaml + four-layer stale-number detection + daily Ed25519-signed snapshots. Live at xrpldashboard.com.