mosaicmpi.dataset.Dataset.get_metadata_correlation

Dataset.get_metadata_correlation(layer: str, method: str = 'pearson') → Series

Calculate correlation of program usage to numerical metadata across samples/observations.

Parameters:

• layer (str) – name of numerical data layer

• method (str, optional) – Correlation method: “pearson”, “spearman”, or “kendall”. Defaults to “pearson”

Returns:

correlation coefficient of program usage with metadata

Return type:

pd.Series