豆瓣读书top250
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python/spider/book/douban.py
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39
python/spider/book/douban.py
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import requests
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from bs4 import BeautifulSoup
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import pandas as pd
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def spider(url):
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headers={"user-agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36"}
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respond=requests.get(url, headers=headers)
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soup=BeautifulSoup(respond.text,'html.parser')
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data=[]
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for item in soup.select('.item'):
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href = item.select_one('.nbg')['href']
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img = item.select_one('.nbg img')['src']
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name_filed = item.select_one('.pl2')
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title = name_filed.find('a')['title']
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state = name_filed.find('img')
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if ( state is not None):
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state = name_filed.find('img')['src']
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author = item.select_one('.pl').text.split('/')[0]
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grade = item.select_one('.rating_nums').text
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data.append({
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'href':href,
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'img':img,
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'title':title,
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'state':state,
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'author':author,
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'grade':grade
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})
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return data
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data = []
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for i in range(11):
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url=f"https://book.douban.com/top250?start={25*i}"
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info=spider(url)
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data+=info
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df = pd.DataFrame(data)
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new_df = df.dropna(subset=['state'])
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print(new_df.state)
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