k_core¶

k_core
(G, k=None, core_number=None)[source]¶ Return the kcore of G.
A kcore is a maximal subgraph that contains nodes of degree k or more.
Parameters:  G (NetworkX graph) – A graph or directed graph
 k (int, optional) – The order of the core. If not specified return the main core.
 core_number (dictionary, optional) – Precomputed core numbers for the graph G.
Returns: G – The kcore subgraph
Return type: NetworkX graph
Raises: NetworkXError
– The kcore is not defined for graphs with self loops or parallel edges.Notes
The main core is the core with the largest degree.
Not implemented for graphs with parallel edges or self loops.
For directed graphs the node degree is defined to be the indegree + outdegree.
Graph, node, and edge attributes are copied to the subgraph.
See also
References
[1] An O(m) Algorithm for Cores Decomposition of Networks Vladimir Batagelj and Matjaz Zaversnik, 2003. http://arxiv.org/abs/cs.DS/0310049