Scrapy

Scrapy allows developers to extract data from websites quickly and effectively. It is built on Python and is highly customizable for various web scraping needs.

Key Features

• Built-in support for handling requests and responses.
• Asynchronous networking for fast data extraction.
• Extensible architecture to add custom functionalities.
• Robust data processing pipelines.
• Support for scraping JavaScript-heavy websites.

Pros

• Free and open-source framework.
• Active community and extensive documentation.
• Highly customizable for specific scraping projects.
• Supports various output formats like JSON and CSV.

Cons

• Steeper learning curve for beginners.
• Limited built-in tools for data visualization.
• Performance can vary with complex sites.
• May require additional packages for advanced features.