pandas.DataFrame.corrwith

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

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

Parameters:
other : DataFrame, Series

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

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Licensed under the 3-clause BSD License.
https://pandas.pydata.org/pandas-docs/version/0.23.4/generated/pandas.DataFrame.corrwith.html