# Find Graph Centrality Indices

## Help Pages

 centiserve-package Functions to find graph centrality indices averagedis Find the average distance of a node barycenter Find the barycenter centrality score bottleneck Find the BottleNeck centrality score centiserve Functions to find graph centrality indices centroid Find the centroid value of graph vertices closeness.currentflow Find current-flow closeness centrality closeness.freeman Find the closeness centrality in a strongly connected graph closeness.latora Find the variant (Latora) closeness centrality in a disconnected graph closeness.residual Find the residual closeness centrality closeness.vitality Find the closeness vitality centrality in a strongly connected graph clusterrank Find the ClusterRank ranks in a graph communibet Find the communicability betweenness centrality communitycent Find the community-based node centrality crossclique Find the cross-clique connectivity (centrality) decay Find the decay centrality of a given vertex diffusion.degree Find the variant (Latora) closeness centrality in a disconnected graph dmnc Find the density of maximum neighborhood component (DMNC) in a graph entropy Find the entropy centrality in a graph epc Find the edge percolated component (EPC) in a graph geokpath Find the geodesic k-path centrality hubbell Find the Hubbell centrality or the Hubbell Index katzcent Find the Katz centrality (Katz Status Index) laplacian Find the laplacian centrality leaderrank Find the LeaderRank in a directed graph leverage Find the leverage centrality lincent Find the lin centrality in a graph lobby Find the lobby index (centrality) markovcent Find the markov centrality score mnc Find the maximum neighborhood component (MNC) pairwisedis Find the pairwise disconnectivity index radiality Find the radiality centrality in a graph salsa Find the SALSA as 'hub' or 'authority' score semilocal Find the semi local centrality (or local centrality) topocoefficient Find the topological coefficient of a node in a undirected graph