calculate_centrality_measures

calculate_centrality_measures(network: Graph) → DataFrame

Calculate centrality measures for each node in network.

Measures include:

• Degree centrality = quantifies how many neighbors a node has

• Closeness centrality = quantifies how close a node is to all other nodes in the network

• Betweenness centrality = quantifies the extent to which a vertex lies on shortest paths between other vertices

Parameters:

network – The network object.

Returns:

Centrality measures for each node in the network.