Detect Cyberbullying
on YouTube
Analyze up to 2,000 comments per video. Get instant toxicity scores across 6 categories — visualized and ranked in seconds.
How It Works
Core features powering the VibeCheck engine.
Paste Any YouTube URL
Drop in any public YouTube video link. VibeCheck fetches up to 2,000 top-level comments automatically via the YouTube Data API.
AI-Powered Analysis
Each comment is scored by ToxicBERT — a BERT model fine-tuned on the Jigsaw dataset — across 6 toxicity categories.
Interactive Dashboard
Instantly see bar charts, stat cards, top toxic comments, top threats, and a full scrollable comment table with flag & hide actions.
How to Use VibeCheck
Three simple steps to transform how you understand digital interactions. We handle the complexity; you keep the peace.
Sign In or Paste URL
Sign in to select your videos or paste any public YouTube link.
AI Analyzes Comments
ToxicBERT instantly scores up to 2,000 top-level comments.
View Your Dashboard
Explore interactive charts and moderate comments.
Protect Your Community
Spot harassment, hate speech, and threats in your YouTube comment section before they escalate.
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