python networkx 导入CSV文件画关系网络图

文章目录

  • 准备
  • 一、无向图
  • 二、有向图
  • 参考链接


准备

Anaconda3中的Spyder
提前安装networkx、 matplotlib


提示:以下是本篇文章正文内容,下面案例可供参考

一、无向图

代码如下(示例):

import networkx as nx 
import matplotlib.pyplot as plt
import csv
 
with open('node-8.csv','rt') as csvfile:
	reader = csv.DictReader(csvfile)
	column = [row['b'] for row in reader]
#print (column)

 
 
 
edge = []
with open('edge-8.txt','r') as f:  
	data = f.readlines()  
	for line in data:
		#print (line)
		line = tuple(line.replace('\r','').replace('\n','').replace('\t','').split(','))
		edge.append(line)
#print (edge)

 
 
G = nx.Graph()
#G.add_nodes_from(id_tag)
G.add_edges_from(edge)
 
 
nx.draw_networkx(G,pos=nx.spring_layout(G),node_size=10,node_shape='o',width=0.3,style='solid',font_size=8) 


plt.show()

二、有向图

代码如下(示例):

import networkx as nx 
import matplotlib.pyplot as plt
import csv
 
with open('node-8.csv','rt') as csvfile:
	reader = csv.DictReader(csvfile)
	column = [row['b'] for row in reader]
#print (column)

edge = []
with open('edge-9.txt','r') as f:  
	data = f.readlines()  
	for line in data:
		#print (line)
		line = tuple(line.replace('\r','').replace('\n','').replace('\t','').split(','))
		edge.append(line)
#print (edge) 
 
G = nx.DiGraph()
#G.add_nodes_from(id_tag)
G.add_weighted_edges_from(edge)
 
nx.draw_networkx(G,pos=nx.spring_layout(G),node_size=20,node_shape='o',width=1,style='solid',font_size=8) 

plt.show()

参考链接

参考链接
http://blog.sciencenet.cn/blog-404069-337865.html
https://www.zhihu.com/question/59653147
https://segmentfault.com/a/1190000000527216
https://networkx.github.io/documentation/networkx-1.10/tutorial/tutorial.html#what-to-use-as-nodes-and-edges
【Python】Matplotlib画图(十)——基于networkx画关系网络图

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