pedWorks.py 文件源码

def calculate_degree_centrality(graph):
    print "\nCalculating Degree Centrality..."
    g = graph
    dc = nx.degree_centrality(g)
    nx.set_node_attributes(g, 'degree_cent', dc)
    degcent_sorted = sorted(dc.items(), key=itemgetter(1), reverse=True)
    for key, value in degcent_sorted[0:10]:
        print "   > ", key, round(value, 4)

    return graph, dc