pandas.DataFrame.corrwith

DataFrame.corrwith(other, axis=0, drop=False)

Compute pairwise correlation between rows or columns of two DataFrame objects.

other : DataFrame axis : {0, 1}

0 to compute column-wise, 1 for row-wise

drop : boolean, default False

Drop missing indices from result, default returns union of all

correls : Series