UnQTools
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Review Sentiment Analyzer

Analyze customer reviews for sentiment and extract topics — pure JS sentiment analysis with no AI or network calls. Built-in lexicon of 100+ positive/negative words, negation handling ('not good'), per-review score, sentiment label, star rating distribution, average star rating, mismatch detector (5 stars but negative text), top-5 topics, top-20 word frequency, filter, CSV export, history (localStorage), shareable URL. 100% client-side.

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Analyze customer reviews for sentiment and extract topics — pure JS sentiment analysis with no AI or network calls. Built-in lexicon of 100+ positive/negative words, negation handling ('not good'), per-review score, sentiment label, star rating distribution, average star rating, mismatch detector (5 stars but negative text), top-5 topics, top-20 word frequency, filter, CSV export, history (localStorage), shareable URL. 100% client-side. Everything runs locally in your browser — your data never leaves your device.

How to use

  1. Enter your input in the tool above.
  2. Adjust any options to your preference.
  3. Use the Copy or Download buttons to save the result.
  4. Everything happens locally — your data never leaves your browser.