pandas.DataFrame.corrwith

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

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

Parameters:

other : DataFrame

axis : {0 or ‘index’, 1 or ‘columns’}, default 0

0 or ‘index’ to compute column-wise, 1 or ‘columns’ for row-wise

drop : boolean, default False

Drop missing indices from result, default returns union of all

Returns:

correls : Series