首页 > 解决方案 > BeautifulSoup:合并表并导出到 .csv

问题描述

我一直在尝试从不同的 url 下载数据,然后将其保存到 csv 文件中。

这个想法是从以下网址提取年度/季度数据: https ://www.marketwatch.com/investing/stock/MMM/financials/

年度的:

https://www.marketwatch.com/investing/stock/MMM/financials/cash-flow

在此处输入图像描述

季度

https://www.marketwatch.com/investing/stock/MMM/financials/cash-flow/quarter

四分之一

使用以下代码:

 import requests
 import pandas as pd
    
    urls = ['https://www.marketwatch.com/investing/stock/AAPL/financials/cash-flow',
            'https://www.marketwatch.com/investing/stock/MMM/financials/cash-flow']
    
    
    def main(urls):
        with requests.Session() as req:
            goal = []
            for url in urls:
                r = req.get(url)
                df = pd.read_html(
                    r.content, match="Cash Dividends Paid - Total")[0].iloc[[0], 0:3]
                goal.append(df)
            new = pd.concat(goal)
            print(new)
    
    
    main(urls)

输出: 输出

我可以提取所需的信息(在示例中,2015 年2016 年2 家公司),但仅适用于 1 组(季度或年度)

我想合并表格年度 + 季度

为此,我在这段代码中认为:

import requests
import pandas as pd
from urllib.request import urlopen
from bs4 import BeautifulSoup
import csv

html = urlopen('https://www.marketwatch.com/investing/stock/MMM/financials/')
soup = BeautifulSoup(html, 'html.parser')

ids = ['cash-flow','cash-flow/quarter']


with open("news.csv", "w", newline="", encoding='utf-8') as f_news:
    csv_news = csv.writer(f_news)
    csv_news.writerow(["A"])

    for id in ids:
      a = soup.find("Cash Dividends Paid - Total", id=id)
      csv_news.writerow([a.text])

但是在收到以下错误时:

错误

标签: pythonpython-3.xweb-scrapingbeautifulsoupexport-to-csv

解决方案


BeautifulSoup 元素没有属性text,而是方法get_text()

  csv_news.writerow([a.get_text()])

https://www.crummy.com/software/BeautifulSoup/bs4/doc/#get-text


推荐阅读