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engagement-analysis

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Analyzed 4.5 million Reddit posts to find which topics get the most engagement, what kind of language drives higher scores, and how tags and topics connect across communities.

  • Updated Apr 22, 2026
  • Jupyter Notebook

GazeMetric is a lightweight Python toolkit for real-time and recorded webcam analysis that estimates gaze, head pose, and engagement using MediaPipe and OpenCV. It generates session exports (timeline CSV/JSON, summary JSON/PDF, annotated video), includes a live-quality confidence meter, and is designed for research, UX testing, and interviews.

  • Updated Apr 13, 2026
  • Python

Douyin/TikTok short-video transcript, ASR and viral hook analysis. Ranks competitor content by save ratio instead of likes. 抖音短视频语音转文字、爆款开头分析、竞品收藏率排序。

  • Updated Aug 10, 2026
  • Python

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