PJQv1.2
|4 min read

YouTube Comment Sentiment Analysis: What It Really Shows

Sentiment analysis is the first thing people try on YouTube comments. Here is what it captures and what it misses.

sentiment-analysisyoutubestance-detection

Sentiment analysis classifies text as positive, negative, or neutral. On YouTube, it answers: is the emotional tone happy or angry? But a comment saying I love this channel is positive sentiment but thin support. PJQ adds stance detection on top — it asks: does this comment agree or disagree with the video thesis?