在python中创建无向邻接矩阵
我有一个邻接列表,我想转换成矩阵,我的数据看起来像这样在python中创建无向邻接矩阵,python,Python,我有一个邻接列表,我想转换成矩阵,我的数据看起来像这样 User_Name M_User Total user 1 user 2 1 user 1 user 3 1 user 1 user 3 1 user 1 user 7 1 user 3 user 2 1 user 2 user 7 1 user 1 user 2
User_Name M_User Total
user 1 user 2 1
user 1 user 3 1
user 1 user 3 1
user 1 user 7 1
user 3 user 2 1
user 2 user 7 1
user 1 user 2 user 3 user 7
user 1 0 1 1 1
user 2 1 0 1 1
user 3 1 1 0 0
user 7 1 1 0 0
最终结果应该是这样的
User_Name M_User Total
user 1 user 2 1
user 1 user 3 1
user 1 user 3 1
user 1 user 7 1
user 3 user 2 1
user 2 user 7 1
user 1 user 2 user 3 user 7
user 1 0 1 1 1
user 2 1 0 1 1
user 3 1 1 0 0
user 7 1 1 0 0
一个无向矩阵,但是我得到了一个方向矩阵
user 1 user 2 user 3 user 7
user 1 0 1 1 1
user 2 0 0 0 1
user 3 0 1 0 0
user 7 0 0 0 0
如何得到无向矩阵,这是我的代码
import pandas as pd
df = pd.read_csv("C:/Users/file.csv")
df = df.drop_duplicates()
df = pd.crosstab(df.User_Name, df.M_User)
idx = df.columns.union(df.index)
df = df.reindex(index = idx, columns=idx, fill_value=0)
只要矩阵是正方形,只需取原始矩阵与其转置副本的并集:
df.T|df
# user 1 user 2 user 3 user 7
#user 1 0 1 1 1
#user 2 1 0 1 1
#user 3 1 1 0 0
#user 7 1 1 0 0
一次标记两个值有那么难吗?