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igraph is a collection of tools for graph theory and network analysis. Its core is a software library written in C/C++, and it has interfaces to R, Python and Mathematica.
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In R: How do 'centralization' measures of the STATNET and iGraph package handle disconnected...
I calculate different graph-level centralization measures for these networks using the STATNET and iGraph packages in R. … However, I find that the nodes in subgraphs of N=2 get assigned the highest value of 1 for the Eigenvector centrality measure with iGraph. …