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