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Scrapy

High-level Python web crawling and web scraping framework for structured data extraction.

LicenseBSD-3-Clause
GitHub stars52.0k
Last commit1 weeks ago
Tags6 topics
EtlAsync CrawlingCrawlerData ExtractionWeb ScrapingPython
Overview

Why consider Scrapy?

Scrapy is a fast, high-level web crawling and scraping framework for Python. It processes asynchronous requests via Twisted, supports XPath/CSS selectors, and exports structured datasets.

Guided learning

Learn Scrapy by building

Practical setup notes, real use cases, and copy-ready examples in one focused guide.

1 min read 2 sections
In this guide2 sections

Overview of Scrapy

Scrapy provides built-in item pipelines, feed exports (JSON, CSV, XML), feed storage (S3, GCS), auto-throttling, and proxy middleware for large-scale data harvesting.

Creating a Spider

bash
1pip install scrapy
2scrapy startproject myproject
3scrapy genspider quotes quotes.toscrape.com
4scrapy crawl quotes -o quotes.json

Scrapy is distributed under the BSD 3-Clause License.

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Scrapy FAQs

Scrapy is listed as a Developer Tools tool on TiloBox. Review the overview, features, and official documentation on this page to decide whether it solves your specific workflow.

Start with the project's GitHub repository and official website for supported installation and deployment instructions. Test the setup with representative data or a small project before rolling it out more widely.

Scrapy is listed under the BSD-3-Clause license. Read the complete license text and the project's notices before using, modifying, or distributing the software.

Production readiness depends on your requirements. Review maintenance activity, security practices, documentation, backup and upgrade procedures, and compatibility with your stack; then validate it in a non-production environment.

Scrapy is listed as an alternative to Diffbot. Compare the core workflow, deployment model, integrations, and licensing against your must-have requirements before switching.