YouTube Comment Analyzer

About

YouTube Comment Analyzer helps creators and marketers visualize audience sentiment and engagement directly on YouTube.
Analyze comments to see sentiment trends, emotion breakdowns, keyword clouds, emoji usage, and top reactions — all inside a clean, interactive dashboard.

Features include:

Total comment count

Sentiment overview cards (Positive, Neutral, Negative)

Strong vs Weak sentiment breakdown

Sentiment timeline and topic-based sentiment charts

Word cloud of top keywords

Emoji frequency analysis

Top recent comments display

Built using AI-powered NLP models, Tailwind CSS, and Chart.js for a fast, modern experience.
The extension runs locally and does not collect or share any personal data.