Scrapy: The World's Most-Used Web Scraping Framework

🕷️ 60,000+ GitHub stars. Maintained by Zyte with 500+ contributors. Scrapy is the de-facto standard for web scraping in Python.

What makes Scrapy so powerful?

Fast & Powerful: Define the rules to extract the data you need, and Scrapy does the rest. Asynchronous request handling, built-in processing pipelines and export.

Customizable: Build spiders in Python tailored to any site or data model. From simple scrapers to distributed crawlers.

Open Source: Maintained by a thriving community, used by millions of developers in production.

Basic workflow in 4 steps:

# 1. Create project
scrapy startproject myproject

# 2. Create spider
scrapy genspider myspider example.com

# 3. Run spider
scrapy crawl myspider

# 4. Export data
scrapy crawl myspider -o output.json

Scrapy Shell to prototype and debug extraction logic interactively before writing the spider.

Deployment: Zyte Scrapy Cloud for managed hosting, or Scrapyd for self-hosting.

💡 Explanation in a nutshell
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Scrapy solves web scraping at scale: it’s not just a requests + BeautifulSoup script, but a complete framework with middleware, pipelines, error handling, robots.txt compliance and rate limiting built-in. If you need to extract data from the web reliably and efficiently, Scrapy is the right starting point.