cdlib.algorithms.ego_networks

cdlib.algorithms.ego_networks(g_original: object, level: int = 1) NodeClustering

Ego-networks returns overlapping communities centered at each nodes within a given radius.

Supported Graph Types

Undirected

Directed

Weighted

Yes

No

No

Parameters:
  • g_original – a networkx/igraph object

  • level – extrac communities with all neighbors of distance<=level from a node. Deafault 1

Returns:

NodeClustering object

Example:

>>> from cdlib import algorithms
>>> import networkx as nx
>>> G = nx.karate_club_graph()
>>> coms = algorithms.ego_networks(G)