BC DC SC……

中心性


上边介绍的统计指标只是NetworkX能计算的指标中的一小部分内容,除此之外NetworkX还提供了很多(我还没有用到过的)统计指标计算方法,

感兴趣的朋友可以去查NetworkX的在线帮助文档:http://networkx.lanl.gov/reference/index.html。对于加权图的统计指标计算,NetworkX似乎没有直接提供方法(也可能是我没找到),估计需要自己动手编制一些程序来完成。
这个我大部分不知道怎么翻译,直接上NX的帮助文档吧,需要计算哪方面的centrality自己从里边找:)

Degree centrality measures.(点度中心性?)
degree_centrality(G)     Compute the degree centrality for nodes.
in_degree_centrality(G)     Compute the in-degree centrality for nodes.
out_degree_centrality(G)     Compute the out-degree centrality for nodes.

Closeness centrality measures.(紧密中心性?)
closeness_centrality(G[, v, weighted_edges])     Compute closeness centrality for nodes.

Betweenness centrality measures.(介数中心性?)
betweenness_centrality(G[, normalized, ...])     Compute betweenness centrality for nodes.
edge_betweenness_centrality(G[, normalized, ...])     Compute betweenness centrality for edges.

Current-flow closeness centrality measures.(流紧密中心性?)
current_flow_closeness_centrality(G[, ...])     Compute current-flow closeness centrality for nodes.
Current-Flow Betweenness

Current-flow betweenness centrality measures.(流介数中心性?)
current_flow_betweenness_centrality(G[, ...])     Compute current-flow betweenness centrality for nodes.
edge_current_flow_betweenness_centrality(G)     Compute current-flow betweenness centrality for edges.

Eigenvector centrality.(特征向量中心性?)
eigenvector_centrality(G[, max_iter, tol, ...])     Compute the eigenvector centrality for the graph G.
eigenvector_centrality_numpy(G)     Compute the eigenvector centrality for the graph G.

Load centrality.(彻底晕菜~~~)
load_centrality(G[, v, cutoff, normalized, ...])     Compute load centrality for nodes.
edge_load(G[, nodes, cutoff])     Compute edge load.

posted on 2013-05-29 13:34  CaptainLuffy  阅读(414)  评论(0)    收藏  举报