autoscraper — A Smart, Automatic, Fast, and Lightweight Web Scraper for Python
Overview
Autoscraper is a Python-based web scraping tool designed to simplify the process of extracting data from websites. It uses artificial intelligence to learn scraping rules from sample data, making it easy to scrape similar elements from new pages without additional configuration. This tool stands out for its ease of use, speed, and lightweight nature, catering to developers who need a straightforward solution for web scraping tasks.
Key Features
- AI-based learning to scrape data from web pages
- Supports scraping of text, URLs, and HTML tag values
- Ability to save and reuse scraping models for efficiency
- Customizable with support for proxies and custom headers
Use Cases
- Web developers scraping data for analysis or content aggregation
- Researchers collecting data from various websites for studies
- Businesses automating data collection for market research or competitive analysis
Advantages
- Reduces the complexity of web scraping with AI-driven rule learning
- Fast and efficient, suitable for large-scale data extraction
- Lightweight, making it easy to integrate into existing projects
Limitations / Considerations
- The accuracy of scraping may depend on the quality and relevance of the sample data provided
- Dynamic websites with frequent changes may require regular updates to the scraping model
- The project's license is currently unknown, which may affect its use in commercial applications
Similar / Related Projects
- Beautiful Soup: A Python library for pulling data out of HTML and XML files, known for its simplicity and flexibility.
- Scrapy: An open-source and collaborative web crawling framework for Python, designed for large-scale web scraping projects.
- Selenium: A tool for automating web browsers, useful for scraping websites that require interaction with JavaScript.
Basic Information
- GitHub: https://github.com/alirezamika/autoscraper
- Stars: 7,029
- License: Unknown
- Last Commit: 2025-11-16
📊 Project Information
- Project Name: autoscraper
- GitHub URL: https://github.com/alirezamika/autoscraper
- Programming Language: Python
- ⭐ Stars: 7,029
- 🍴 Forks: 713
- 📅 Created: 2020-08-31
- 🔄 Last Updated: 2025-11-16
🏷️ Project Topics
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This article is automatically generated by AI based on GitHub project information and README content analysis