Networkx's nx.closeness_centrality() uses Linton Freeman's algorithm for closeness centrality. This implementation uses Tore Opsahl's algorithm from this 2010 blog post on closeness centrality in networks with disconnected components.
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An implementation of Tore Opsahl's closeness centrality algorithm for NetworkX, as an alternative to Linton Freeman's
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