swifter
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
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pip install swifter Official docs outline
swifter.readthedocs.ioExtra Credit builds an outline of swifter's docs the first time your work uses it. Until then, start at the official documentation.
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