Have been using pandas for years and statements about polars definitely seem appealing. Especially around performance, where apply function in pandas (to iterate over rows and derive a new column) can easily be 100x slower than vanilla python. Similar with some pandas APIs culprits like making sure to reset the index after joins and other transformations
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