字典统计男女比例"/>
python字典统计男女比例
importitchatimportosimportcsvimportpandas as pdfrom pyecharts importBar,Pie,Geoimportshutil as sh#根据index打印朋友的信息
defprint_Info(friends):
UserName= friends['UserName']
NickName= friends['NickName']
HeadImgUrl= friends['HeadImgUrl']
ContactFlag= friends['ContactFlag']
MemberCount= friends['MemberCount']
RemarkName= friends['RemarkName']
Sex= friends['Sex']
Province= friends['Province']
City= friends['City']
MemberCount=friends['MemberCount']
Signature=friends['Signature']print('---------------UserInfo-------------')print("UserName:", UserName)print("NickName:", NickName)print("HeadImgUrl:", HeadImgUrl)print("ContactFlag:", ContactFlag)print("MemberCount:", MemberCount)print("RemarkName:", RemarkName)print("Sex:", Sex)print("Province:", Province)print("City:", City)print("MemberCount:", MemberCount)print("Signature:", Signature)print('---------------END-------------')return
#统计打印男女的比例,并生成Pie.html
defpaint_CountScan(friends,nickName,path):#其中1为男,2为女
male=female=other=0for i in friends[1:]:if i['Sex']==1:
male+=1
elif i['Sex']==2:
female+=1
else:
other+=1total=len(friends[1:])
maleScan='{:.2%}'.format(male/total)
femaleScan='{:.2%}'.format(female/total)
otherScan='{:.2%}'.format(other/total)print('---------------Scan-------------')print('total:',total,'\tmale:',male,'\tfemale:',female,'\tother:',other)print('maleScan:',maleScan)print('femaleScan:',femaleScan)print('otherScan:',otherScan)print('---------------END-------------')
attr=['meal','female','other']#data=[maleScan,femaleScan,otherScan]
data=[male,female,other]
pie=Pie("%s的Wechat男女分布比例"%nickName,background_color="#fff")
pie.add("Wechat",attr,data,is_label_show=True)
pie.show_config()
dir= r'%s\%s的Wechat男女分布比例.html' %(path, nickName)
pie.render(dir)returndir#根据自己的nickName创建对应的用户文件夹
defcreateDir(filename):try:
os.mkdir(filename)print(filename,'文件夹创建成功')exceptException as e:print(e)print(filename, '文件夹创建失败,可能已经存在该文件夹')return
#数据清洗,提取需要的信息
defget_UseInfo(friends):#读取信息
data =pd.DataFrame(friends)
userName= data['UserName']
nickName= data['NickName']
headImgUrl= data['HeadImgUrl']
contactFlag= data['ContactFlag']
memberCount= data['MemberCount']
remarkName= data['RemarkName']
sex= data['Sex']
province= data['Province']
city= data['City']
signature= data['Signature']#
#生成信息csv
info = {'userName': userName, 'nickName': nickName, 'remarkName': remarkName, 'sex': sex, 'province': province,'city': city, 'signature': signature}
dataFrame=pd.DataFrame(info)returndataFrame#dataFrame为提取后的信息格式,保存dataFrame信息
defsave_FriendsCsvFile(dataFrame,fileName,path):#存储信息csv
dir=r'%s\%s的朋友信息表.csv'%(path,fileName)
dataFrame.to_csv(dir,sep=',')returndir#dataFrame为提取后的信息格式#统计所在城市的信息,并保存下来
defsave_CountCityCsvFile(dataFrame,fileName,path):
count= dataFrame['nickName'].groupby(dataFrame['city']).count()
city=pd.DataFrame(count[1:])
dir= r'%s\%s的朋友所在城市统计表.csv' %(path, fileName)
city.to_csv(dir)returndir#根据城市的信息CSV文件,画出Bar,Pie图
defpaint_CountCityCsvFile(cityPath,nickName,path):
file= open(cityPath, 'r', encoding='utf-8')#使用csv.reader读取csvfile中的文件
csvFile=csv.reader(file)#读取第一行每一列的标题
header=next(csvFile)#将csv 文件中的数据保存到data中
city=[]
count=[]for i infile:
temp=i.split(',')
city.append(temp[0])
count.append(temp[1])#画图
#柱状图
bar = Bar("%s的朋友城市分布表" % nickName, "Data from WeChart", background_color="#fff",width=1600,height=600)
bar.add("City", city, count,xaxis_label_textsize=12,xaxis_rotate=30)
bar.show_config()
dir_Bar= r'%s\%s的朋友城市分布表Bar.html' %(path, nickName)
bar.render(dir_Bar)#饼状图
pie=Pie("%s的朋友城市分布表" % nickName, "Data from WeChart", background_color="#fff",width=1500,height=800,title_top=80,title_text_size=20)
pie.add("City", city, count, is_label_show=True,radius=[0,60])
pie.show_config()
dir_Pie= r'%s\%s的朋友城市分布表Pie.html' %(path, nickName)
pie.render(dir_Pie)
dir=[dir_Bar,dir_Pie]returndirdefcopyPKL(nickName):
list=os.listdir()for i inlist:if i=='itchat.pkl':try:
sh.copyfile('itchat.pkl',r'.\%s\itchat.pkl'%nickName)exceptException as e:print('%s文件夹不存在'%nickName)return
defadd_ReplaceDir(dir,dirData):
defType=[type('str'),type(['str','str'])]if type(dir)==defType[0]:
dirData.append(dir)elif type(dir)==defType[1]:for i indir:
dirData.append(i)else:print(dir,'的类型是',type(dir),'不是指定的类型',defType[0],defType[1])returndirData#根据提供的路径替换指定HTML中的标题
defreplace_Title(filePath):
content=[]try:for file infilePath:
title=file.split('\\')[-1].split('.')[0]
with open(file,'r', encoding='Utf-8') as f:
content=f.readlines()
f.close()
content[4] = '
%s\n' %title#for i in range(0,5,1):#print(content[i])
f= open(file, 'w', encoding='utf-8')for j incontent:
f.write(j)
f.close()exceptException as e:print(filePath,'不存在')return
if __name__=="__main__":#登录
itchat.auto_login(hotReload=True)
friends=itchat.get_friends(update=True)#打印自己的信息
user=friends[0]
print_Info(user)#创建用户文件夹
nickName=user['NickName']
createDir(nickName)
copyPKL(nickName)
path='.\%s'%nickName#获取想要的数据
friends = itchat.get_friends(update=True)
data=get_UseInfo(friends)#要替换得title的HTML文件
reHtmlDir=[]#画出男女比例图
print('----------------画出男女比例图------------')
dir=paint_CountScan(friends, nickName, path)
reHtmlPath=add_ReplaceDir(dir,reHtmlDir)print('----------------END------------')#画出城市统计图
print('----------------画出男女比例图------------')
dir=save_FriendsCsvFile(data,nickName,path)
cityFilePath=save_CountCityCsvFile(data,nickName,path)
dir=paint_CountCityCsvFile(cityFilePath,nickName,path)
reHtmlPath=add_ReplaceDir(dir, reHtmlDir)print('----------------END------------')#替换标题
print(reHtmlDir)
replace_Title(reHtmlPath)
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