如何使用python爬取知乎热榜Top50数据

1、导入第三方库

import urllib.request,urllib.error  #请求网页
from bs4 import BeautifulSoup  # 解析数据
import sqlite3  # 导入数据库
import re # 正则表达式
import time # 获取当前时间

2、程序的主函数

def main():
    # 声明爬取网页
    baseurl = "https://www.zhihu.com/hot"
    # 爬取网页
    datalist = getData(baseurl)
    #保存数据
    dbname = time.strftime("%Y-%m-%d", time.localtime()) # 
    dbpath = "zhihuTop50  " + dbname
    saveData(datalist,dbpath)

3、正则表达式匹配数据

#正则表达式
findlink = re.compile(r'(.*?)
') #问题排名 findtitle = re.compile(r'

(.*?)

') #问题标题 findintroduce = re.compile(r'
(.*?)
') #简要介绍 findscore = re.compile(r'
(.*?)
') #热门评分 findimg = re.compile(r'') #文章配图

4、程序运行结果

在这里插入图片描述

如何使用python爬取知乎热榜Top50数据_第1张图片

5、程序源代码

import urllib.request,urllib.error
from bs4 import BeautifulSoup
import sqlite3
import re
import time

def main():
    # 声明爬取网页
    baseurl = "https://www.zhihu.com/hot"
    # 爬取网页
    datalist = getData(baseurl)
    #保存数据
    dbname = time.strftime("%Y-%m-%d", time.localtime())
    dbpath = "zhihuTop50  " + dbname
    saveData(datalist,dbpath)
    print()
#正则表达式
findlink = re.compile(r'(.*?)
') #问题排名 findtitle = re.compile(r'

(.*?)

') #问题标题 findintroduce = re.compile(r'
(.*?)
') #简要介绍 findscore = re.compile(r'
(.*?)
') #热门评分 findimg = re.compile(r'') #文章配图 def getData(baseurl): datalist = [] html = askURL(baseurl) # print(html) soup = BeautifulSoup(html,'html.parser') for item in soup.find_all('a',class_="css-hi1lih"): # print(item) data = [] item = str(item) Id = re.findall(findid,item) if(len(Id) == 0): Id = re.findall(r'
(.*?)
',item)[0] else: Id = Id[0] data.append(Id) # print(Id) Link = re.findall(findlink,item)[0] data.append(Link) # print(Link) Title = re.findall(findtitle,item)[0] data.append(Title) # print(Title) Introduce = re.findall(findintroduce,item) if(len(Introduce) == 0): Introduce = " " else:Introduce = Introduce[0] data.append(Introduce) # print(Introduce) Score = re.findall(findscore,item)[0] data.append(Score) # print(Score) Img = re.findall(findimg,item) if (len(Img) == 0): Img = " " else: Img = Img[0] data.append(Img) # print(Img) datalist.append(data) return datalist def askURL(baseurl): # 设置请求头 head = { # "User-Agent": "Mozilla/5.0 (Windows NT 10.0;Win64;x64) AppleWebKit/537.36(KHTML, likeGecko) Chrome/80.0.3987.163Safari/537.36" "User-Agent": "Mozilla / 5.0(iPhone;CPUiPhoneOS13_2_3likeMacOSX) AppleWebKit / 605.1.15(KHTML, likeGecko) Version / 13.0.3Mobile / 15E148Safari / 604.1" } request = urllib.request.Request(baseurl, headers=head) html = "" try: response = urllib.request.urlopen(request) html = response.read().decode("utf-8") # print(html) except urllib.error.URLError as e: if hasattr(e, "code"): print(e.code) if hasattr(e, "reason"): print(e.reason) return html print() def saveData(datalist,dbpath): init_db(dbpath) conn = sqlite3.connect(dbpath) cur = conn.cursor() for data in datalist: sql = ''' insert into Top50( id,info_link,title,introduce,score,img) values("%s","%s","%s","%s","%s","%s")'''%(data[0],data[1],data[2],data[3],data[4],data[5]) print(sql) cur.execute(sql) conn.commit() cur.close() conn.close() def init_db(dbpath): sql = ''' create table Top50 ( id integer primary key autoincrement, info_link text, title text, introduce text, score text, img text ) ''' conn = sqlite3.connect(dbpath) cursor = conn.cursor() cursor.execute(sql) conn.commit() conn.close() if __name__ =="__main__": main()

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