def Page_Rank(G): PageRank_Centrality = nx.pagerank(G, alpha=0.85) #print "PageRank_Centrality:", sorted(PageRank_Centrality.iteritems(), key=lambda d:d[1], reverse = True) return PageRank_Centrality