yawning_titan.experiment_helpers.graph_metrics.get_func_summary_statistics

yawning_titan.experiment_helpers.graph_metrics.get_func_summary_statistics(func)

Generate a list of summary statistics based on the output of a networkx in-build algorithm.

Parameters:

func – A networkx algorithm function

Returns:

• Arithmetic Mean

• Geometric Mean

• Harmonic Mean

• Standard Deviation

• Variance

• Median

Return type:

A list containing

Example

> generate_summary_statistics(nx.degree_centrality(graph)) > (3.3095238095238098, 2.5333333333333337, 2.9015675801088014, 1.9824913893491538, 2.620181405895692, 3.0)