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. 2022 May 13;13:871613. doi: 10.3389/fneur.2022.871613

Table 2.

Main network metrics of graph theory.

Metrics Definition/meaning
Average path length The average of the distances of all point pairs in the network.
Clustering coefficient The ratio of the number of edges between a node and its neighbors to the maximum possible number of edges.
Global efficiency Measure the information transmission capacity between nodes in the network.
Local efficiency The global efficiency of the sub-network formed by the interaction of each neighbor.
Node degree The number of connections that link it to the rest of the network.
Betweenness The contribution of each node to the shortest path between all other pairs of points.
Nodal efficiency Information transmission capacity of each node in the network.
Robustness The ability of a network to maintain its typical network characteristics after removal of specific node(s) or edge(s).