Yikun commented on a change in pull request #34750:
URL: https://github.com/apache/spark/pull/34750#discussion_r759833192



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File path: python/pyspark/pandas/series.py
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@@ -5781,6 +5781,25 @@ def compare(
         """
         Compare to another Series and show the differences.
 
+        .. note:: This API is slightly different from pandas when indexes from 
both Series

Review comment:
       Good notes and doctest




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