mosaicmpi.network.Network.get_community_metadata_correlation

Network.get_community_metadata_correlation(layer: str, subset_datasets: str | Iterable | None = None, method: str = 'pearson') → Series

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

Parameters:

• layer (str) – name of numerical data layer

• subset_datasets (Optional[Union[str, Iterable]], optional) – _description_, defaults to None

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

Returns:

median correlation of program communities to metadata

Return type:

pd.Series