Media
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Description
Analyzes YouTube video comments for sentiment. YouTube Comment Audience Insights uses AI-powered sentiment analysis to help you understand how audiences truly feel about any YouTube video — in seconds. Simply open any YouTube video, click the extension, and get a full breakdown of viewer sentiment based on up to 500 comments. 🔍 WHAT YOU GET: • Sentiment Analysis — Every comment is classified as Positive, Neutral, or Negative using a machine learning model trained on real social media data. • Comment Analysis Summary — See total comments, unique commenters, average comment length, and an overall sentiment score out of 10. • Sentiment Pie Chart — A visual breakdown of the sentiment distribution across all analyzed comments. • Word Cloud — Discover the most frequently used words in the comment section at a glance. • Sentiment Trend Graph — Track how audience sentiment has shifted over time based on comment timestamps. • Top 25 Comments — Browse the most recent comments alongside their predicted sentiment labels. 🎯WHO IS IT FOR? • Content creators wanting to understand audience reactions • Marketers analyzing brand perception on YouTube • Researchers studying public opinion and social media trends • Anyone curious about the mood behind a video's comment section ⚡ HOW IT WORKS: 1. Navigate to any YouTube video 2. Click the extension icon in your toolbar 3. Wait a few seconds while comments are fetched and analyzed 4. Explore your sentiment insights dashboard