Clustering Coefficients

Faster implementation of getting average clustering coefficients

This is a re-implementation of networkx.algorithms.cluster.clustering

Because idiots insist on using inefficient data structures to represent networks

implements Saramäki, J., Kivelä, M., Onnela, J.-P., Kaski, K., & Kertész, J. (2007). Generalizations of the clustering coefficient to weighted complex networks. Physical Review E, 75(2), 027105. https://doi.org/10.1103/PhysRevE.75.027105

functions

get_ave_clustering_coefficient

Arguments: symmetrical distance matrix Returns: average clustering coefficient for network

get_all_clustering_coefficients

Arguments: symmetrical distance matrix Returns: list of clustering coefficients for each node in the network