Newspaper3k 仅在第一行导出到 csv

Question

在 'Life is complex' 的帮助下，我设法从 CNN 新闻网站上抓取了数据。从中提取的数据 (URL) 保存在 .csv 文件 (test1) 中。请注意，这是手动完成的，因为这样做更容易！

from newspaper import Config
from newspaper import Article
from newspaper import ArticleException
import csv

USER_AGENT = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:78.0) Gecko/20100101 Firefox/78.0'

config = Config()
config.browser_user_agent = USER_AGENT
config.request_timeout = 10

with open('test1.csv', 'r') as file:
    csv_file = file.readlines()
    for url in csv_file:
        try:
            article = Article(url.strip(), config=config)
            article.download()
            article.parse()
            print(article.title)
            article_text = article.text.replace('\n', ' ')
            print(article.text)
        except ArticleException:
            print('***FAILED TO DOWNLOAD***', article.url)
            
with open('test2.csv', 'a', newline='') as csvfile:
    headers = ['article title', 'article text']
    writer = csv.DictWriter(csvfile, lineterminator='\n', fieldnames=headers)
    writer.writeheader()
    writer.writerow({'article title': article.title,
                     'article text': article.text})

使用上面的代码，我设法从 URL 中抓取了实际的新闻信息（标题和内容），并将其导出到 .csv 文件。导出的唯一问题是，它只导出最后一个标题和文本（因此我认为它会不断覆盖第一行的信息）

如何获取csv文件中的所有标题和内容？

Answer 1

谢谢你给我的留言。

下面的代码应该可以帮助您解决 CSV 写入问题。如果它不只是让我知道，我会修改我的答案。

P.S。我将更新我的 Newspaper3k overview document 以提供有关编写 CSV 文件的更多详细信息。

P.P.S。我目前正在写一个新的 news scraper，因为 Newspaper3k 的开发已经结束。我不确定我的代码的发布日期。

import csv
from newspaper import Config
from newspaper import Article
from os.path import exists

USER_AGENT = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:78.0) Gecko/20100101 Firefox/78.0'

config = Config()
config.browser_user_agent = USER_AGENT
config.request_timeout = 10

urls = ['https://www.cnn.com/2021/10/25/tech/facebook-papers/index.html', 'https://www.cnn.com/entertainment/live-news/rust-shooting-alec-baldwin-10-25-21/h_257c62772a2b69cb37db397592971b58']
for url in urls:
    article = Article(url, config=config)
    article.download()
    article.parse()
    article_meta_data = article.meta_data

    published_date = {value for (key, value) in article_meta_data.items() if key == 'pubdate'}
    article_published_date = " ".join(str(x) for x in published_date)

    file_exists = exists('cnn_extraction_results.csv')
    if not file_exists:
        with open('cnn_extraction_results.csv', 'w', newline='') as file:
            headers = ['date published', 'article title', 'article text']
            writer = csv.DictWriter(file, delimiter=',', lineterminator='\n', fieldnames=headers)
            writer.writeheader()
            writer.writerow({'date published': article_published_date,
                             'article title': article.title,
                             'article text': article.text})
    else:
        with open('cnn_extraction_results.csv', 'a', newline='') as file:
            headers = ['date published', 'article title', 'article text']
            writer = csv.DictWriter(file, delimiter=',', lineterminator='\n', fieldnames=headers)
            writer.writerow({'date published': article_published_date,
                             'article title': article.title,
                             'article text': article.text})

Newspaper3k 仅在第一行导出到 csv

Newspaper3k export to csv on first row only

csv

web-scraping

python-3.x

newspaper3k