jarvisbox

Sentiment Analysis

Analyze text sentiment with a DistilBERT model via Transformers.js on-device.

100% client-side

Idle.

How to use

  1. Paste a review, comment, or paragraph in the input box.
  2. Click Analyze.
  3. Read the sentiment label, numeric score, and matched words.

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Frequently Asked Questions

Is my text uploaded anywhere?
No. The sentiment lexicon is bundled into this page and scoring runs entirely in your browser.
Which languages are supported?
The bundled lexicon is English. For best results, paste English text; mixed-language input is still scored using English word matches.
How accurate is this?
Lexicon scoring catches obvious positive and negative tone. For nuanced cases (sarcasm, negation) consider a transformer model — we plan to add a Transformers.js DistilBERT option.

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