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. 2023 Oct 1;7(3):1080–1108. doi: 10.1162/netn_a_00315

Table 1. .

A list of the employed network metrics derived with graph theory

  Measure Attribute Symbol Reference
Global Integration Global efficiency of the network Eg Latora & Marchiori, 2001
Average shortest path length of the network Lp Watts & Strogatz, 1998
Pseudo diameter of the network D Bouttier, Di Francesco, & Guitter, 2003
Segregation Clustering coefficient of the network Cp Watts & Strogatz, 1998
Local efficiency of the network Elocal Latora & Marchiori, 2001
Modularity of the network Q Newman, 2004
Transitivity of the network Tr Newman, 2003
Nodal Centrality Local characteristic path length of nodes Lpi Watts & Strogatz, 1998
Efficiency of nodes Enodal,i Latora & Marchiori, 2001
Local efficiency of nodes Elocal,i Latora & Marchiori, 2001
Clustering coefficient of nodes Cpi Watts & Strogatz, 1998
Pagerank centrality of nodes Pci Page, Brin, Motwani, & Winograd, 1999
Degree centrality of nodes Dci Pastor-Satorras, Vázquez, & Vespignani, 2001
Eigenvector centrality of nodes Eci Newman, 2008
Resolvent centrality of nodes Rci Estrada & Higham, 2010
Subgraph centrality of nodes Sci Estrada & Rodriguez-Velazquez, 2005
Betweenness centrality of nodes Bci Freeman, 1978