diff --git a/bigquery/bqml/requirements.txt b/bigquery/bqml/requirements.txt
index c511b62074..434c698595 100644
--- a/bigquery/bqml/requirements.txt
+++ b/bigquery/bqml/requirements.txt
@@ -1,7 +1,7 @@
 google-cloud-bigquery[pandas,bqstorage]==3.27.0
 google-cloud-bigquery-storage==2.27.0
-pandas==2.0.3; python_version == '3.8'
-pandas==2.2.3; python_version > '3.8'
+pandas==3.1.0; python_version == '3.8'
+pandas==3.1.0; python_version > '3.8'
 pyarrow==24.0.0
 flaky==3.8.1
 mock==5.1.0
diff --git a/bigquery/pandas-gbq-migration/requirements.txt b/bigquery/pandas-gbq-migration/requirements.txt
index cec3110949..79cf0070e6 100644
--- a/bigquery/pandas-gbq-migration/requirements.txt
+++ b/bigquery/pandas-gbq-migration/requirements.txt
@@ -1,7 +1,7 @@
 google-cloud-bigquery==3.27.0
 google-cloud-bigquery-storage==2.27.0
-pandas==2.0.3; python_version == '3.8'
-pandas==2.2.3; python_version > '3.8'
+pandas==3.1.0; python_version == '3.8'
+pandas==3.1.0; python_version > '3.8'
 pandas-gbq==0.24.0
 grpcio==1.70.0; python_version == '3.8'
 grpcio==1.74.0; python_version > '3.8'
diff --git a/bigquery_storage/to_dataframe/requirements.txt b/bigquery_storage/to_dataframe/requirements.txt
index 6ab84896a6..4d276c7a6a 100644
--- a/bigquery_storage/to_dataframe/requirements.txt
+++ b/bigquery_storage/to_dataframe/requirements.txt
@@ -9,9 +9,9 @@ ipython==8.18.1; python_version == '3.9'
 ipython==8.33.0; python_version == '3.10'
 ipython==9.4.0; python_version >= '3.11'
 ipywidgets==8.1.7
-pandas==1.3.5; python_version == '3.7'
-pandas==2.0.3; python_version == '3.8'
-pandas==2.3.1; python_version >= '3.9'
+pandas==3.1.0; python_version == '3.7'
+pandas==3.1.0; python_version == '3.8'
+pandas==3.1.0; python_version >= '3.9'
 tqdm==4.67.1
 db-dtypes==1.4.2; python_version <= '3.8'
 db-dtypes==1.4.3; python_version >= '3.9'
diff --git a/genai/evaluation/requirements.txt b/genai/evaluation/requirements.txt
index f039d20dab..22dfc7cbd8 100644
--- a/genai/evaluation/requirements.txt
+++ b/genai/evaluation/requirements.txt
@@ -1,4 +1,4 @@
-pandas==2.3.3
+pandas==3.1.0
 google-auth==2.55.2
 google-cloud-aiplatform[evaluation]==1.161.0
 google-genai==2.12.1
diff --git a/generative_ai/evaluation/requirements.txt b/generative_ai/evaluation/requirements.txt
index 7ac0ee30a6..18c1e4db72 100644
--- a/generative_ai/evaluation/requirements.txt
+++ b/generative_ai/evaluation/requirements.txt
@@ -1,6 +1,6 @@
-pandas==2.2.3; python_version == '3.7'
-pandas==2.2.3; python_version == '3.8'
-pandas==2.2.3; python_version > '3.8'
+pandas==3.1.0; python_version == '3.7'
+pandas==3.1.0; python_version == '3.8'
+pandas==3.1.0; python_version > '3.8'
 pillow==12.3.0
 google-cloud-aiplatform[full]==1.157.0
 sentencepiece==0.2.1
diff --git a/generative_ai/extensions/requirements.txt b/generative_ai/extensions/requirements.txt
index 7ac0ee30a6..18c1e4db72 100644
--- a/generative_ai/extensions/requirements.txt
+++ b/generative_ai/extensions/requirements.txt
@@ -1,6 +1,6 @@
-pandas==2.2.3; python_version == '3.7'
-pandas==2.2.3; python_version == '3.8'
-pandas==2.2.3; python_version > '3.8'
+pandas==3.1.0; python_version == '3.7'
+pandas==3.1.0; python_version == '3.8'
+pandas==3.1.0; python_version > '3.8'
 pillow==12.3.0
 google-cloud-aiplatform[full]==1.157.0
 sentencepiece==0.2.1
diff --git a/generative_ai/model_garden/requirements.txt b/generative_ai/model_garden/requirements.txt
index 7ac0ee30a6..18c1e4db72 100644
--- a/generative_ai/model_garden/requirements.txt
+++ b/generative_ai/model_garden/requirements.txt
@@ -1,6 +1,6 @@
-pandas==2.2.3; python_version == '3.7'
-pandas==2.2.3; python_version == '3.8'
-pandas==2.2.3; python_version > '3.8'
+pandas==3.1.0; python_version == '3.7'
+pandas==3.1.0; python_version == '3.8'
+pandas==3.1.0; python_version > '3.8'
 pillow==12.3.0
 google-cloud-aiplatform[full]==1.157.0
 sentencepiece==0.2.1
diff --git a/generative_ai/model_tuning/requirements.txt b/generative_ai/model_tuning/requirements.txt
index 7ac0ee30a6..18c1e4db72 100644
--- a/generative_ai/model_tuning/requirements.txt
+++ b/generative_ai/model_tuning/requirements.txt
@@ -1,6 +1,6 @@
-pandas==2.2.3; python_version == '3.7'
-pandas==2.2.3; python_version == '3.8'
-pandas==2.2.3; python_version > '3.8'
+pandas==3.1.0; python_version == '3.7'
+pandas==3.1.0; python_version == '3.8'
+pandas==3.1.0; python_version > '3.8'
 pillow==12.3.0
 google-cloud-aiplatform[full]==1.157.0
 sentencepiece==0.2.1
diff --git a/generative_ai/prompts/requirements.txt b/generative_ai/prompts/requirements.txt
index 7ac0ee30a6..18c1e4db72 100644
--- a/generative_ai/prompts/requirements.txt
+++ b/generative_ai/prompts/requirements.txt
@@ -1,6 +1,6 @@
-pandas==2.2.3; python_version == '3.7'
-pandas==2.2.3; python_version == '3.8'
-pandas==2.2.3; python_version > '3.8'
+pandas==3.1.0; python_version == '3.7'
+pandas==3.1.0; python_version == '3.8'
+pandas==3.1.0; python_version > '3.8'
 pillow==12.3.0
 google-cloud-aiplatform[full]==1.157.0
 sentencepiece==0.2.1
diff --git a/generative_ai/reasoning_engine/requirements.txt b/generative_ai/reasoning_engine/requirements.txt
index 7ac0ee30a6..18c1e4db72 100644
--- a/generative_ai/reasoning_engine/requirements.txt
+++ b/generative_ai/reasoning_engine/requirements.txt
@@ -1,6 +1,6 @@
-pandas==2.2.3; python_version == '3.7'
-pandas==2.2.3; python_version == '3.8'
-pandas==2.2.3; python_version > '3.8'
+pandas==3.1.0; python_version == '3.7'
+pandas==3.1.0; python_version == '3.8'
+pandas==3.1.0; python_version > '3.8'
 pillow==12.3.0
 google-cloud-aiplatform[full]==1.157.0
 sentencepiece==0.2.1
diff --git a/people-and-planet-ai/geospatial-classification/requirements.txt b/people-and-planet-ai/geospatial-classification/requirements.txt
index 72a9474e2f..f5404e6985 100644
--- a/people-and-planet-ai/geospatial-classification/requirements.txt
+++ b/people-and-planet-ai/geospatial-classification/requirements.txt
@@ -1,5 +1,5 @@
 earthengine-api==1.5.9
 folium==0.19.5
 google-cloud-aiplatform==1.157.0
-pandas==2.2.3
+pandas==3.1.0
 tensorflow==2.21.0
diff --git a/people-and-planet-ai/timeseries-classification/requirements.txt b/people-and-planet-ai/timeseries-classification/requirements.txt
index 8a4ef5e76d..f5d6076143 100644
--- a/people-and-planet-ai/timeseries-classification/requirements.txt
+++ b/people-and-planet-ai/timeseries-classification/requirements.txt
@@ -2,6 +2,6 @@ Flask==3.1.3; python_version >= '3.9'
 apache-beam[gcp]==2.46.0
 google-cloud-aiplatform==1.157.0
 gunicorn==23.0.0
-pandas==2.2.3
+pandas==3.1.0
 tensorflow==2.12.1
 Werkzeug==3.1.9; python_version >= '3.10'
diff --git a/storage/samples/snippets/requirements.txt b/storage/samples/snippets/requirements.txt
index 51243745ba..4451b8d965 100644
--- a/storage/samples/snippets/requirements.txt
+++ b/storage/samples/snippets/requirements.txt
@@ -2,7 +2,7 @@ google-cloud-pubsub==2.29.0
 google-cloud-storage==3.14.1
 pandas===1.3.5; python_version == '3.7'
 pandas===2.0.3; python_version == '3.8'
-pandas==2.2.3; python_version >= '3.9'
+pandas==3.1.0; python_version >= '3.9'
 opentelemetry-exporter-gcp-trace
 opentelemetry-propagator-gcp
 opentelemetry-instrumentation-requests