pip install scanpy

import scanpy as sc adata = sc.read(filename)data = adata.X

data = data.todense()

use_time=[]with open(address,'r') as f: #ubuntu    mobile = json.load(f)    calls = mobile["transactions"][0]["calls"]for call in calls:   use_time.append(str(call['use_time']))

rawdata1=open_workbook(address)rawdata=rawdata1.sheet_by_index(0)for i in range(1,rawdata.nrows):    if rawdata.cell(i,date_index).value=="": #跳过空行        continue    else:        if ctype==3:  #若为3，则用datetime模块处理日期            date1=rawdata.cell(i,date_index).value            date2 = xldate_as_tuple(date1,0)             date3=datetime(*date2)            if "." in str(rawdata.cell(i,phone_index).value):                phone1=str(rawdata.cell(i,phone_index).value)[:-2]              else:                phone1=str(rawdata.cell(i,phone_index).value)

Excel_file = xlwt.Workbook() sheet = Excel_file.add_sheet('sheet0')header=[u'号码','日期top1','日期top2','日期top3']#写入标题行：for i in range(len(header)):    sheet.write(0,i,header[i])#开始按行写入数据：for i in range(len(phonelist)):    sheet.write(i+1,0,phonelist[i])    sheet.write(i+1,1,dic[str(phonelist[i])])#保存EXCEL：Excel_file.save("C:/Users/Desktop/100个文件输出xls/"+str(fileName)+".xls")

rawdata=pd.read_csv(address,skip_blank_lines=True) #参数为去除空行if 'start_time' or 'begin_time'  in rawdata.columns:    if 'start_time' in rawdata.columns:        start_time=rawdata['start_time']    elif 'begin_time' in rawdata.columns:            start_time=rawdata['begin_time']

rawdata=open(address,'r')i=0a=[] #c存放第一行的列名for line in rawdata:    if i==1: #默认第二行开始存储通话数据        a=line.split(',') #逗号作为分隔符        for j in range(len(a)): #查找指定列名所在的列下标            if (('-' in str(a[j]))or('/' in str(a[j]))): #判断日期所在列数                date_index=j #保存日期的列下标            elif  str(a[j]).isdigit() and len(str(a[j]))>5: #默认全为数字组成的字符串为电话号码                phone_index=j            else:                pass        break    else:        i+=1i=0for line in rawdata:#开始转存数据：    if len(line)<10: #跳过空行        continue    data_line=line.split(',') #txt默认以','分隔数据    if i==0:        pass #第一行为列名，跳过        i+=1    else: #从第二行开始保存数据        start_time.append(data_line[date_index])