What is the best framework for web scraping with Python?

Scrapy

Scrapy framework is a robust and complete web scraping tool that allows you to:

  • explore a whole website from a single URL (crawling)
  • rate-limit the exploration to avoid getting banned
  • generates data export in CSV, JSON, and XML
  • storing the data in S3, databases, etc 
  • cookies and session handling
  • HTTP features like compression, authentication, caching
  • user-agent spoofing
  • robots.txt
  • crawl depth restriction
  • and more

However, this framework can be a bit hard to use, especially for beginners. If you want to learn this framework, check out our Scrapy tutorial .

If you only need to scrape some simple webpages, we suggest you use a standard Python HTTP client and BeautifoulSoup

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