k_shell(G, k=None, core_number=None)¶
Returns the k-shell of G.
The k-shell is the subgraph induced by nodes with core number k. That is, nodes in the k-core that are not in the (k+1)-core.
G (NetworkX graph) – A graph or directed graph.
k (int, optional) – The order of the shell. If not specified return the outer shell.
core_number (dictionary, optional) – Precomputed core numbers for the graph G.
G – The k-shell subgraph
- Return type
NetworkXError – The k-shell is not implemented for graphs with self loops or parallel edges.
This is similar to k_corona but in that case only neighbors in the k-core are considered.
Not implemented for graphs with parallel edges or self loops.
For directed graphs the node degree is defined to be the in-degree + out-degree.
Graph, node, and edge attributes are copied to the subgraph.
A model of Internet topology using k-shell decomposition Shai Carmi, Shlomo Havlin, Scott Kirkpatrick, Yuval Shavitt, and Eran Shir, PNAS July 3, 2007 vol. 104 no. 27 11150-11154 http://www.pnas.org/content/104/27/11150.full