What is the potential reason for the databricks video

ml-engineer-associate video for what is the potential reason for the reduced performance speed when using the pandas API compared to native Spark DataFrames,

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What is the potential reason for the reduced performance speed when using the pandas API compared to native Spark DataFrames, especially for large datasets? Choose only ONE best answer.