promiscuity¶
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promiscuity
(communities)[source]¶ Calculates promiscuity of communities.
Promiscuity calculates the number of communities each node is a member of. 0 entails only 1 community. 1 entails all communities [prom-1].
Parameters: communities (array) – temporal communities labels of type (node,time). Temporal communities labels should be non-trivial through snapshots (i.e. temporal consensus clustering should be run) Returns: promiscuity_coeff – promiscuity of each node Return type: array References
[prom-1] Papadopoulos, Lia, et al. “Evolution of network architecture in a granular material under compression.” Physical Review E 94.3 (2016): 032908.