한달동안의 영화 평점 수집

import requests as req
from bs4 import BeautifulSoup as bs
import pandas as pd

movie_date = []
movie_title = []
movie_rate = []

for day in range(20191201,20191226,1):

    url = "https://movie.naver.com/movie/sdb/rank/rmovie.nhn?sel=cur&tg=0&date="+str(day)
    res = req.get(url)
    soup = bs(res.content, 'lxml')
    
    title_list = soup.select('div.tit5 > a')
    rate_list = soup.find_all('td',class_='point')
    
    for index in range(len(title_list)):
        movie_date.append(day)
        movie_title.append(title[index].text)
        movie_rate.append(rate[index].text)
        
movie_dic = {"date":movie_date, "title":movie_title, "rate":movie_rate}
movie_dic


movie = pd.DataFrame(movie_dic)
movie.set_index('date',inplace=True)
movie


# pandas를 활용한 날짜 생성
date = pd.date_range(start = '2019-09-01', end = '2019-11-30')#페리오즈
date


days = date.strftime('%Y%m%d')
days


movie_date = []
movie_title = []
movie_rate = []

for day in days:
    
    url = "https://movie.naver.com/movie/sdb/rank/rmovie.nhn?sel=cur&date="+day
    res = req.get(url)
    soup = bs(res.content, 'lxml')
    
    title = soup.select('div.tit5 > a')
    rate = soup.find_all('td',class_='point')
    
    for index in range(len(title)):
        movie_date.append(day)
        movie_title.append(title[index].text)
        movie_rate.append(rate[index].text)
        
        
movie_dic = {"date":movie_date, "title":movie_title, "rate":movie_rate}
movie_dic


movie = pd.DataFrame(movie_dic)
movie.set_index('date',inplace=True)
movie