NanmiCoder/MediaCrawler

★68,843Python🌐 ElsewhereNOASSERTION⑂ 13,102Issue 168Updated Oct 27, 2026

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Multi-Platform Chinese Social Media Scraper Avoids JS Reverse Engineering — MediaCrawler scrapes posts and comments from Xiaohongshu, Douyin, Kuaishou, Bilibili, Weibo, Tieba and Zhihu. Instead of reverse-engineering each site's signature algorithms, it uses Playwright browser automation to reuse login state and pull signing parameters via JS expressions, lowering the technical barrier for researchers and learners.

Developer tools

Metrics

Relative growth (7d)+2%Growth over the last 7 days relative to size
Acceleration+33%Change in growth pace from the week before
Attention49The three metrics scaled to 0–100 and combined

Retention can be computed 30 days after a repository first trends (it isn't shown until then). See About for how each metric is defined.

Star growth and Trending appearances (last 30 days)

First listed+489★/dayDaily
Sep 30, 2026Oct 29, 2026

Bands mark days on the trending list (darker = higher rank)

Daily trending ranks as a table (2 days)
DateDaily
Oct 26, 2026
python #10 +350
Oct 23, 2026
python #9 +102

Created Jun 9, 2023 · First on trending Oct 23, 2026

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