Purpose
This service summarizes how viewers react to a video by showing sentiment ratios and comment-level signals. The goal is to provide a readable overview, not to replace careful review of each individual comment.
What We Provide
Users can submit a video URL or channel URL, collect comments, and view positive/negative/neutral distribution. The analysis page includes filtered comment lists and report download features for practical review.
How To Interpret Results
Sentiment ratios should be interpreted as reference data. Results can vary based on sample size, timing, audience type, and topic context, so original comments should always be considered together.
Editorial Principles
We focus on clear, user-first information and avoid exaggerated claims. Policy pages and on-screen guidance are maintained and updated to keep the site useful and understandable.
Detailed User Guide
Step-by-step analysis procedures, result interpretation, practical use cases, and FAQ are covered in the User Guide page. Click "User Guide" in the menu to learn more.
Last Updated
As of March 6, 2026, we expanded core content and policy pages to meet quality and compliance requirements.