diff --git a/python/docs/source/reference/pyspark.pandas/index.rst b/python/docs/source/reference/pyspark.pandas/index.rst
index 6021be707e57f..a7c3bc1dee88b 100644
--- a/python/docs/source/reference/pyspark.pandas/index.rst
+++ b/python/docs/source/reference/pyspark.pandas/index.rst
@@ -23,7 +23,7 @@ Pandas API on Spark
 This page gives an overview of all public pandas API on Spark.
 
 .. note::
-   pandas API on Spark follows the API specifications of latest pandas release.
+   pandas API on Spark follows the API specifications of `latest pandas release <https://pandas.pydata.org/docs/reference/index.html>`_.
 
 .. toctree::
    :maxdepth: 2