How MoodScanr Works
Behind the scenes of our real-time comment analysis pipeline, combining raw API fetching, text cleaning, and AI processing.
Submit YouTube URL
Paste any YouTube Watch URL or Live Stream link directly into our web application dashboard, or open our floating Chrome Extension directly while browsing YouTube.
Comment Cleaning & Filters
Our engine extracts the latest comments, removes duplicate messages, filters out promotional spam, and handles language sanitization to prepare the feed for analysis.
MS Intelligence Sentiment Analysis
Comments are batched and analyzed using MS Intelligence. We check for sarcasm, extract primary moods (e.g. Joyful, Frustrated, Sarcastic), and write a concise summary.
Live Stream Auto-Syncing
For active live streams, we connect a Socket.io bridge. The dashboard automatically polls for new comments every 5 seconds, pushing instant updates to the viewer sentiment charts.