HyukjinKwon commented on a change in pull request #32835:
URL: https://github.com/apache/spark/pull/32835#discussion_r648793204



##########
File path: python/docs/source/user_guide/pandas_on_spark/best_practices.rst
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@@ -5,23 +5,23 @@ Best Practices
 Leverage PySpark APIs
 ---------------------
 
-Koalas uses Spark under the hood; therefore, many features and performance 
optimization are available
-in Koalas as well. Leverage and combine those cutting-edge features with 
Koalas.
+Pandas APIs on Spark uses Spark under the hood; therefore, many features and 
performance optimization are available

Review comment:
       ```suggestion
   Pandas APIs on Spark use Spark under the hood; therefore, many features and 
performance optimization are available
   ```




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