Live ML model ยท 89%+ accuracy

Sentiment Analysis
Platform

Analyze movie reviews using Machine Learning and Natural Language Processing. Powered by TF-IDF vectorization and Logistic Regression trained on the IMDb dataset.

Sample prediction

"An absolute masterpiece. The cinematography was stunning and the performances were unforgettable."

๐Ÿ˜Š
Positive
96.4% confidence

Built for serious ML demos

Everything you need to showcase a production-ready sentiment classifier.

ML Predictions

Logistic Regression model trained on 50k IMDb reviews with 89%+ accuracy.

Real-time Analysis

Get sentiment predictions in milliseconds with confidence scores.

Rich Analytics

Track every prediction with charts, history, and export to CSV.

Confidence Meter

Visual gauge shows model certainty for every prediction made.

Privacy First

Your reviews stay on-device. History is stored locally in your browser.

Beautiful UI

Glassmorphism design with dark mode, animations, and responsive layout.

Technology Stack

Modern frontend wired for a Python ML backend.

PythonScikit-learnTF-IDFLogistic RegressionReactTypeScriptTanStack StartTailwind CSS

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Launch Analyzer