Size dependent parameters |
Average shortest path: average distance between an examined node and all other nodes |
Degree: number of edges connected to an examined node |
Eccentricity: largest number of edges between an examined node and any node in the network |
Neighborhood connectivity: average number of edges of nodes neighboring an examined node |
Stress: number of shortest paths between any two nodes passing through an examined node |
Normalized parameters |
Betweenness centrality: fraction of shortest paths between any two nodes passing through an examined node |
Closeness centrality: normalized reciprocal distance between an examined node and any node |
Clustering coefficient (local): observed fraction of all possible edges between nodes neighboring an examined node |
Topological coefficient: fraction of nodes neighboring an examined node that are shared with other nodes |