IT运维笔记

pip install itchat pip install pillow

#!/usr/bin/env python
# -*- coding:utf-8 -*-

import itchat
itchat.auto_login(enableCmdQR=True)

friends=itchat.get_friends(update=True)[0:]

#初始化计数器
male = female = other = 0
#friends[0]是自己的信息，所以要从friends[1]开始
for i in friends[1:]:
    sex = i["Sex"]
    if sex == 1:
        male += 1
    elif sex == 2:
        female += 1
    else:
        other +=1
#计算朋友总数
total = len(friends[1:])
#打印出自己的好友性别比例
print("man： %.2f%%" % (float(male)/total*100) + "\n" +
"woman： %.2f%%" % (float(female) / total * 100) + "\n" +
"other： %.2f%%" % (float(other) / total * 100))

#定义一个函数，用来爬取各个变量
def get_var(var):
    variable = []
    for i in friends:
        value = i[var]
        variable.append(value)
    return variable
#调用函数得到各变量，并把数据存到csv文件中，保存到桌面
NickName = get_var("NickName")
Sex = get_var('Sex')
Province = get_var('Province')
City = get_var('City')
Signature = get_var('Signature')
from pandas import DataFrame
data = {'NickName': NickName, 'Sex': Sex, 'Province': Province,
        'City': City, 'Signature': Signature}
frame = DataFrame(data)
frame.to_csv('data.csv', index=True)

import re
siglist = []
for i in friends:
    signature = i["Signature"].strip().replace("span","").replace("class","").replace("emoji","")
    rep = re.compile("1f\d+\w*|[<>/=]")
    signature = rep.sub("", signature)
    siglist.append(signature)
text = "".join(siglist)

import jieba
wordlist = jieba.cut(text, cut_all=True)
word_space_split = " ".join(wordlist)

import matplotlib.pyplot as plt
from wordcloud import WordCloud, ImageColorGenerator
import numpy as np
import PIL.Image as Image
coloring = np.array(Image.open("/Users/apple/Desktop/wechat.jpg"))
my_wordcloud = WordCloud(background_color="white", max_words=2000,
                         mask=coloring, max_font_size=60, random_state=42, scale=2,
                         font_path="/Library/Fonts/Microsoft/SimHei.ttf").generate(word_space_split)

image_colors = ImageColorGenerator(coloring)
plt.imshow(my_wordcloud.recolor(color_func=image_colors))
plt.imshow(my_wordcloud)
plt.axis("off")
plt.show()