使用 bs4 的爬虫
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小牛编辑
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2023-12-01
我们以 亚马逊Kindle电子书销售排行榜 商品页面来做演示:https://www.amazon.cn/gp/bestsellers/digital-text/116169071
使用BeautifuSoup4解析器,将每件商品的的ASIN、标题、价格、star、评价数量,以及每件商品的链接爬取下来并存储在.csv文件中。
import csv import requests from bs4 importBeautifulSoup def amazon(): base_url ='https://www.amazon.cn' url ='https://www.amazon.cn/gp/bestsellers/digital-text/116169071' headers ={ 'Connection':'keep-alive', 'Cache-Control':'max-age=0', 'Upgrade-Insecure-Requests':'1', 'DNT':'1', 'User-Agent':'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/69.0.3497.100 Safari/537.36', 'Accept':'image/webp,image/apng,image/*,*/*;q=0.8', 'Accept-Encoding':'gzip, deflate, br', 'Accept-Language':'zh-HK,zh-CN;q=0.9,zh;q=0.8', 'Referer':'https://www.amazon.cn/gp/bestsellers/digital-text/116169071', } # 给亚马逊发送请求 session = requests.session() session.get('https://www.amazon.com') resHtml = session.get(url, headers=headers).content.decode('utf-8') # 将获取的对象转化为bs4对象 html_soup =BeautifulSoup(resHtml,'lxml') # 获取所有商品的标签 all_goods_li = html_soup.find('ol', id='zg-ordered-list').find_all('li','zg-item-immersion') for li in all_goods_li: # 准备一个空列表,用于储存商品信息 goods_info_list =[] # 商品链接 link = base_url + li.find('a', target='_blank')['href'] # 商品 asin asin = link.split('/dp/')[1].split('/')[0] # 标题 title = li.select("div[data-rows='1']")[0].get_text().strip() # 价格 price = li.find('span','p13n-sc-price').text # 星级 star = li.find('span','a-icon-alt').text # 评价数 reviews = li.select("a[class='a-size-small a-link-normal']")[0].get_text() # 将爬到的数据添加到列表中 goods_info_list.append(asin) goods_info_list.append(title) goods_info_list.append(price) goods_info_list.append(star) goods_info_list.append(reviews) goods_info_list.append(link) # 将数据写入 名为amazon_book.csv的文件中 csvFile = open('./amazon_book.csv','a', newline='', encoding='gb18030')# 设置newline,否则两行之间会空一行 writer = csv.writer(csvFile) writer.writerow(goods_info_list) csvFile.close() if __name__ =='__main__': amazon()
打开当前目录下的 amazon_book.csv 可见如图效果: