mosaicmpi.network.Network.most_correlated_edge_between_datasets

mosaicmpi.network.Network.most_correlated_edge_between_datasets#

Network.most_correlated_edge_between_datasets(ds1: str, ds2: str, ds1_rank: int | None = None, ds2_rank: int | None = None)#

Identifies the most correlated edge between two datasets within each community. Optionally, you can fix the rank of 1 or both datasets to restrict the search space.

Parameters:

  • ds1 (str) – name of dataset 1

  • ds2 (str) – name of dataset 2

  • ds1_rank (int, optional) – rank of dataset 1

  • ds2_rank (int, optional) – rank of dataset 2

Returns:

High-correlation edges, one per community

Return type:

pd.DataFrame

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