PJQv1.2
|5 min read

Public Opinion Analytics: How AI Measures What People Think

Measuring public opinion from YouTube comments. How AI classifies sentiment, detects agreement, and reveals what audiences really think.

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Public opinion analytics uses artificial intelligence to analyze text data — comments, reviews, social posts — and extract meaningful patterns. On YouTube, this means classifying each comment into stance categories: support, disagreement, neutral. PJQ's Mood-Net score aggregates these classifications into a single metric that represents net public acceptance. Unlike simple sentiment analysis, public opinion analytics distinguishes between I like this video (thin positive) and I agree with this argument (substantive support).