yawning_titan.experiment_helpers.graph_metrics.get_graph_metric_bundle#

yawning_titan.experiment_helpers.graph_metrics.get_graph_metric_bundle(graph)[source]#

Generate a graph metric bundle.

A graph metric bundle includes the summary statistics for a collection of networkx in-built algorithms.

Algorithms used:

  • Average Degree Connectivity

  • Closeness Centrality

  • Degree Centrality

  • Eigenvector Centrality

  • Communicability Between-ness Centrality

Parameters:

graph – A networkx graph

Returns:

A list of lists containing the metrics