YouTube Sentiment Insights
Analyze YouTube video comments for sentiment and insights directly from the video page.
As of June 2026, YouTube Sentiment Insights has 10 users and a 5.00/5 rating from 1 reviews in the Workflow & Planning category.
Usersdown 16.7 percent−16.7%
10
10
Ratingno change0%
5.00
1 reviews
Reviewsno change0%
1
Version
1.0.3
Manifest V3
History
6 snapshotsTracking since Apr 1, 2026.
View as table
| Date | Users | Rating | Reviews | Version |
|---|---|---|---|---|
| Apr 1, 2026 | 12 | 5.00 | 1 | 1.0.3 |
| Apr 19, 2026 | 10 | 5.00 | 1 | 1.0.3 |
| May 8, 2026 | 11 | 5.00 | 1 | 1.0.3 |
| May 16, 2026 | 9 | 5.00 | 1 | 1.0.3 |
| May 25, 2026 | 10 | 5.00 | 1 | 1.0.3 |
| Jun 6, 2026 | 9 | 5.00 | 1 | 1.0.3 |
| Now | 10 | 5.00 | 1 | 1.0.3 |
Permissions & access
- Permissions
- tabs
- Host access
- https://www.googleapis.com/*, https://yt-sentiment-config-baci.s3.amazonaws.com/*, http://54.242.62.191:8080/*
Screenshots
About
YouTube Sentiment Insights helps you instantly analyze the tone, mood, and engagement quality of YouTube video comments directly from the video page. This extension uses a machine-learning powered sentiment analysis engine trained on thousands of labeled comments. It classifies each comment as Positive, Neutral, or Negative, and provides a full analytics dashboard including: ⭐ Key Features AI-powered sentiment analysis on up to 1,000 YouTube comments Interactive sentiment breakdown (positive, neutral, negative) Word Cloud visualization showing the most dominant terms Monthly sentiment trend graphs based on comment timestamps Top comments list with sentiment labels Commenter analytics: Total comments Unique commenters Average comment length Average sentiment score (normalized 0 -10) 🔍 How It Works Uses the YouTube Data API to fetch comments Sends content to a secure backend powered by a LightGBM ML model and TF-IDF vectorizer All processing happens server-side with a custom Flask API No personal user data is stored 🎯 Ideal For YouTube Creators Social media analysts Researchers Anyone curious about audience sentiment Gain deeper insight into community reactions without leaving the YouTube page!
Technical
- Version
- 1.0.3
- Manifest
- V3
- Size
- 4.83MiB
- Min Chrome
- 88
- Languages
- 1
- Featured
- No
Metadata
- ID
- bcamjojmdplpbgjblabomkjbbpnnefie
- Developer ID
- u8b1e6cb34d864845ae8dfb3c88d819b2
- Developer Email
- [email protected]
- Created
- Nov 24, 2025
- Last Updated (Store)
- Nov 24, 2025
- Last Scraped
- Jun 6, 2026
- Website
- —
- Support URL
- —
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Data sourced from the Chrome Web Store · last verified Jun 6, 2026.