pandas.Index.factorize

Index.factorize(sort=False, na_sentinel=-1)

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