import itchat
itchat.login()
#爬取自己好友相关信息, 返回一个json文件
friends = itchat.get_friends(update=True)[0:]
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("男性好友: %.2f%%" % (float(male)/total*100) + "\n" +
"女性好友: %.2f%%" % (float(female) / total * 100) + "\n" +
"不明性别好友: %.2f%%" % (float(other) / total * 100))
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)