cudf.DataFrame.corr#

DataFrame.corr(
method='pearson',
min_periods=None,
numeric_only: bool = False,
)[source]#

Compute the correlation matrix of a DataFrame.

Parameters:
method{‘pearson’, ‘spearman’}, default ‘pearson’

Method used to compute correlation:

  • pearson : Standard correlation coefficient

  • spearman : Spearman rank correlation

min_periodsint, optional

Minimum number of observations required per pair of columns to have a valid result.

Returns:
DataFrame

The requested correlation matrix.