Looking for performance improvement of my custom dataframe aggregation function (Python/Pandas)

Looking for performance improvement of my custom dataframe aggregation function (Python/Pandas)

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Conversion of Data Frames | Spark to Pandas & Pandas to Spark
Conversion of Data Frames | Spark to Pandas & Pandas to Spark
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Conversion of Data Frames | Spark to Pandas & Pandas to Spark

Conversion of Data Frames | Spark to Pandas & Pandas to Spark
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