diff --git a/dev/infra/Dockerfile b/dev/infra/Dockerfile
index 26c4e13035e2..1c326d437c79 100644
--- a/dev/infra/Dockerfile
+++ b/dev/infra/Dockerfile
@@ -64,8 +64,8 @@ RUN Rscript -e "devtools::install_version('roxygen2', version='7.2.0', repos='ht
 # See more in SPARK-39735
 ENV R_LIBS_SITE "/usr/local/lib/R/site-library:${R_LIBS_SITE}:/usr/lib/R/library"
 
-RUN pypy3 -m pip install numpy 'pandas<=1.5.1' scipy coverage matplotlib
-RUN python3.9 -m pip install numpy pyarrow 'pandas<=1.5.1' scipy unittest-xml-reporting plotly>=4.8 sklearn 'mlflow>=1.0' coverage matplotlib openpyxl 'memory-profiler==0.60.0'
+RUN pypy3 -m pip install numpy 'pandas<=1.5.2' scipy coverage matplotlib
+RUN python3.9 -m pip install numpy pyarrow 'pandas<=1.5.2' scipy unittest-xml-reporting plotly>=4.8 sklearn 'mlflow>=1.0' coverage matplotlib openpyxl 'memory-profiler==0.60.0'
 
 # Add Python deps for Spark Connect.
 RUN python3.9 -m pip install grpcio protobuf
diff --git a/python/pyspark/pandas/supported_api_gen.py b/python/pyspark/pandas/supported_api_gen.py
index 9b25f6145359..e60cba204f93 100644
--- a/python/pyspark/pandas/supported_api_gen.py
+++ b/python/pyspark/pandas/supported_api_gen.py
@@ -98,7 +98,7 @@ def generate_supported_api(output_rst_file_path: str) -> None:
 
     Write supported APIs documentation.
     """
-    pandas_latest_version = "1.5.1"
+    pandas_latest_version = "1.5.2"
     if LooseVersion(pd.__version__) != LooseVersion(pandas_latest_version):
         msg = (
             "Warning: Latest version of pandas (%s) is required to generate the documentation; "