pymnet.cc_barrett¶

pymnet.cc_barrett(net, node, anet, undefReturn=0.0)¶

Barrett’s local clustering coefficient of a node in multiplex network.

The clustering coefficient for node i is given by formula:

c_{B e, i} = \frac{\sum_{j}^{n} \sum_{h}^{n} \sum_{k}^{b} (A_{i j k} \sum_{l}^{b} (A_{i h l} \sum_{m}^{b} A_{j h m}))}{\sum_{j}^{n} \sum_{h}^{n} \sum_{k}^{b} (A_{i j k} \sum_{l}^{b} max (A_{i h l}, A_{j h l}))}

References

See SI of “Taking sociality seriously: the structure of multi-dimensional social networks as a source of information for individuals.”, Louise Barrett, S. Peter Henzi, David Lusseau, Phil. Trans. R. Soc. B 5 August 2012 vol. 367 no. 1599 2108-2118