networkx.algorithms.community.label_propagation.label_propagation_communities¶
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label_propagation_communities
(G)[source]¶ Generates community sets determined by label propagation
Finds communities in
G
using a semi-synchronous label propagation method[1]_. This method combines the advantages of both the synchronous and asynchronous models. Not implemented for directed graphs.Parameters: G (graph) – An undirected NetworkX graph. Yields: communities (generator) – Yields sets of the nodes in each community. Raises: NetworkXNotImplemented
– If the graph is directedReferences
[1] Cordasco, G., & Gargano, L. (2010, December). Community detection via semi-synchronous label propagation algorithms. In Business Applications of Social Network Analysis (BASNA), 2010 IEEE International Workshop on (pp. 1-8). IEEE.