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Brande's algorithm is the optimal algorithm for computing betweenness centrality on unweighted graphs.
Psuedocode on page 10 here: https://web.archive.org/web/20171013152036/http://algo.uni-konstanz.de/publications/b-fabc-01.pdf
Currently, this seems to be the only centrality algorithm missing from graphp's abilities.
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