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pandas 2.0 vs polars

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Pandas 2.0 vs polars performance testing for data manipulation

Install and import libraries

Hidden output

Create synthetic dataset

Run cancelled

Plotting functions

Reading data test

Grouby and Aggregation Test

Mean

Median