NanmiCoder/MediaCrawler

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Python64K stars12K forks+673 today

What it does

MediaCrawler is a powerful tool for scraping public data from major social media platforms like Xiaohongshu, Douyin, Bilibili, and more. It uses Playwright to automate browser interactions without needing complex JS reverse engineering.

Star history

Not enough history yet — 1 day(s) recorded. The daily snapshot builds this up.

Tracking

Last trending: 2026-07-20

Creator kit

Hook

Unlock the power of social media data with MediaCrawler - a Python tool for scraping public content from major platforms. #webScraping #pythonProjects

Content angles

Create tutorials on how to use MediaCrawler to scrape specific types of content.
Analyze scraped data to identify trends in social media usage across different platforms.
Develop visualizations showcasing the distribution and sentiment of comments on various social media posts.

Who should care

Data scientists, researchers, and developers interested in scraping public data from social media platforms.