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:

$c_{Be,i} = \frac{\sum_j^n \sum_h^n \sum_k^b ( A_{ijk} \sum_l^b (A_{ihl} \sum_m^b A_{jhm} ) )} {\sum_j^n \sum_h^n \sum_k^b (A_{ijk} \sum_l^b \max(A_{ihl},A_{jhl}) )}$

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