attribute_mixing_matrix¶

attribute_mixing_matrix(G, attribute, nodes=None, mapping=None, normalized=True)[source]¶

Return mixing matrix for attribute.

Parameters:

G : graph

NetworkX graph object.

attribute : string

Node attribute key.

nodes: list or iterable (optional)

Use only nodes in container to build the matrix. The default is all nodes.

mapping : dictionary, optional

Mapping from node attribute to integer index in matrix. If not specified, an arbitrary ordering will be used.

normalized : bool (default=False)

Return counts if False or probabilities if True.

Returns:

m: numpy array

Counts or joint probability of occurrence of attribute pairs.