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pandas.Series.factorize

Series.factorize(sort=False, na_sentinel=-1)[source]

Encode the object as an enumerated type or categorical variable

Parameters:

sort : boolean, default False

Sort by values

na_sentinel: int, default -1

Value to mark “not found”

Returns:

labels : the indexer to the original array

uniques : the unique Index

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