案例研究！

Python 网络分析入门

Eric Ma

Data Carpentry instructor and author of nxviz package

数据

import networkx as nx
G = nx.erdos_renyi_graph(n=20, p=0.2)

len(G.edges())

len(G.nodes())

nx.degree_centrality(G)

{0: 0.15789473684210525,
 1: 0.15789473684210525,
 2: 0.15789473684210525,
 3: 0.10526315789473684,...

nx.betweenness_centrality(G)

{0: 0.01949317738791423,
 1: 0.060916179337231965,
 2: 0.1276803118908382,
 3: 0.03313840155945419,...

Python 网络分析入门