The YouTube Comment Analyzer helps creators understand their audience by analyzing comment data for sentiment, word frequency, question patterns, and overall engagement. Paste your comments into the tool and instantly get insights into what your viewers are saying.

The analyzer counts total comments, calculates average comment length, estimates overall sentiment based on positive and negative word detection, identifies the most frequently used words, and counts how many comments contain questions. These insights help you understand what topics resonate with your audience, what questions need answering, and whether the overall tone is positive or negative.

Understanding your comments is crucial for content strategy. Questions in comments are often great ideas for future videos. Common words reveal what topics your audience cares about most. Sentiment analysis helps you gauge whether your content is landing well.

All analysis runs entirely in your browser. Your comments are never sent to any server.

Analyzer

Results

How to Use

  1. Copy comments from your YouTube video (one per line)
  2. Paste the comments into the input field
  3. Click Calculate to analyze the comments
  4. Review sentiment, common words, and questions to inform your content strategy

FAQ

How does the sentiment analysis work?

The tool uses a simple keyword-based approach, counting positive words like great, love, and amazing versus negative words like bad, hate, and terrible. It then estimates overall sentiment based on the ratio.

Is my data uploaded?

No. Everything runs in your browser. Your comments never leave your device.

How many comments can I analyze?

There is no hard limit. The tool processes comments in your browser, so it works well with hundreds or even thousands of comments.