利用python进行微信好友分析

1.需要安装许多库。（建议安装anaconda在其Anaconda prompt安装以下库）

需要升级Anaconda prompt

库list as follows;

安装 wxpy: pip install wxpy

安装 PIL: pip install pillow

安装 pyecharts：pip install pyecharts

安装 Itchat: pip install itchat

安装 Jieba: pip install jieba

安装 Pandas:pip install Pandas

安装 Numpy:pip install Numpy

安装地图数据包：pip install echarts-china-provinces-pypkg

pip install echarts-countries-pypkg

2.运行代码：

#导入模块
from wxpy import *
#初始化机器人，选择缓存模式（扫码）登录
bot = Bot(cache_path=True)
#获取我的所有微信好友信息
friend_all = bot.friends()

　　结果：

出现一个二维码，扫码登录。

3.代码来了

# -*- coding: utf-8 -*-
"""
Created on Wed Jun  5 22:59:23 2019

@author: Thinkpad
"""

from wxpy import *
bot = Bot(cache_path=True)
friend_all = bot.friends()

lis=[]
for a_friend in friend_all:
    NickName = a_friend.raw.get('NickName',None)
    Sex = {1:"男",2:"女",0:"其他"}.get(a_friend.raw.get('Sex',None),None)
    City = a_friend.raw.get('City',None)
    Province = a_friend.raw.get('Province',None)
    Signature = a_friend.raw.get('Signature',None)
    HeadImgUrl = a_friend.raw.get('HeadImgUrl',None)
    HeadFlag     = a_friend.raw.get('headFlag',None)
    list_0=[NickName,Sex,City,Province,Signature,HeadImgUrl,HeadFlag]
    lis.append(list_0)
def lis2e07(filename,lis):
    
    import openpyxl
    wb=openpyxl.Workbook()
    sheet=wb.active
    sheet.title='list2excel07'
    file_name=filename+'.xlsx'
    for i in range(0,len(lis)):
        for j in range(0,len(lis[i])):
            sheet.cell(row=i+1,column=j+1,value=str(lis[i][j]))

    wb.save(file_name)
    print("写入数据成功！")
lis2e07('aaa2',lis)

Friends = robot.friends()
data = Friends.stats_text(total=True, sex=True,top_provinces=30, top_cities=500)
print(data)

　　这是一部分，这时已经生成aaa2.xlsx文件

4.新建一个窗口；输入代码：

# -*- coding: utf-8 -*-
"""
Created on Thu Jun  6 00:31:42 2019

@author: Thinkpad
"""

from pandas import read_excel
df = read_excel('aaa2.xlsx',sheetname='list2excel07')
df.tail(10)
df['City'].count()
df['City'].describe()
from wordcloud import WordCloud
import matplotlib.pyplot as plt
import pandas as pd 
from pandas import DataFrame 
word_list= df['City'].fillna('0').tolist()
new_text = ' '.join(word_list) 
wordcloud = WordCloud(font_path='simhei.ttf',  background_color="black").generate(new_text) 
plt.imshow(wordcloud) 
plt.axis("off") 
plt.show() 

结果如下：

写的简单望谅解。

参考文献：点击我