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Movie Sentiment
Analysis Platform

Discover the emotional impact of film reviews through AI-powered sentiment analysis. Gain valuable insights into audience reactions and critical reception.

Sentiment Detection

Instantly analyze the emotional tone of any movie review with high accuracy

Visual Analytics

Track sentiment trends with beautiful interactive charts and visualizations

AI-Powered

Leveraging state-of-the-art natural language processing models for deep insights

Analyze Review

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Recent Analyses

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Your recent analyses will appear here

Tips

  • Longer reviews (50+ words) provide more accurate analysis
  • Include specific aspects like acting, plot, visuals for detailed feedback
  • Adding the movie title helps with contextual analysis

Compare Reviews

Compare sentiment across multiple reviews to identify patterns and differences.

Comparative Sentiment Analysis

Compare sentiment across multiple movie reviews to identify patterns and differences. Add reviews with their titles, analyze them simultaneously, and visualize the results.

1Review Comparison Item

2Review Comparison Item

Analysis Tips

  • 1Add at least two reviews to compare their sentiment analysis results
  • 2Include movie titles for better organization and visualization
  • 3Reviews should be at least 20 characters for more accurate analysis
  • 4Export results as CSV for further analysis in spreadsheet software

Movie Rating Aggregator

Analyze multiple reviews to generate an aggregate movie rating

Reviews

Review #1

Movie Recommendations

Discover movies based on sentiment analysis of audience reviews.

Movie Recommendations

Discover films based on sentiment analysis of audience reviews

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Recommended Movies

1 / 2
The Shawshank Redemption

The Shawshank Redemption

1994Drama
9.3

Director: Frank Darabont

Two imprisoned men bond over a number of years, finding solace and eventual redemption through acts of common decency.

Positive Reviews
The Godfather

The Godfather

1972Crime
9.2

Director: Francis Ford Coppola

The aging patriarch of an organized crime dynasty transfers control of his clandestine empire to his reluctant son.

Positive Reviews
The Dark Knight

The Dark Knight

2008Action
9.0

Director: Christopher Nolan

When the menace known as the Joker wreaks havoc and chaos on the people of Gotham, Batman must accept one of the greatest psychological and physical tests of his ability to fight injustice.

Positive Reviews
Pulp Fiction

Pulp Fiction

1994Crime
8.9

Director: Quentin Tarantino

The lives of two mob hitmen, a boxer, a gangster and his wife, and a pair of diner bandits intertwine in four tales of violence and redemption.

Positive Reviews

Movie Insights

Sentiment Distribution

Positive: 8
Neutral: 0
Negative: 0

Top Genres

Drama6 movies
Crime3 movies
Action3 movies

Your Activity

0 movies in favorites
0 movies in watchlist

Analysis History

Analysis History

No analysis history available yet.

Submit a review to see your analysis history and trends.

Batch Analysis

Upload a CSV file with multiple reviews to analyze them all at once.

Batch Analysis

Upload a CSV file with movie reviews to analyze multiple reviews at once. The file should include columns for reviews and optionally movie titles.

About

About MovieSense

An advanced AI-powered platform for analyzing movie reviews and extracting meaningful insights through sentiment analysis.

Our Mission

To transform the way people understand film reception by providing deep, AI-driven insights into audience sentiment, helping movie enthusiasts, critics, and industry professionals make more informed decisions.

Key Features

Advanced Sentiment Analysis

Leveraging state-of-the-art NLP models to accurately classify reviews as positive, negative, or neutral with confidence scores.

Visual Analytics

Interactive charts and visualizations that make it easy to understand sentiment trends and patterns across multiple reviews.

Comparative Analysis

Compare sentiment across multiple movie reviews to identify patterns and differences in audience reception.

Movie Rating Aggregator

Aggregate multiple reviews for a single movie to generate comprehensive sentiment scores and distribution analysis.

Batch Processing

Upload and analyze multiple reviews simultaneously through our CSV batch processing feature for efficient analysis.

Aspect-Based Analysis

Detailed breakdown of sentiment by specific aspects of films such as acting, plot, visual elements, and direction.

Technology Stack

Frontend

  • Next.js 15 with React 19 for a modern, responsive UI
  • TypeScript for type-safe code and better developer experience
  • Tailwind CSS for beautiful, responsive designs
  • Framer Motion for smooth, engaging animations
  • Chart.js for interactive data visualizations

Backend

  • Flask server for API endpoints and sentiment analysis
  • Advanced NLP models trained on IMDB movie review datasets
  • Python for data processing and machine learning
  • Gunicorn for production-ready server deployment
  • RESTful API architecture for seamless frontend-backend integration

Use Cases

Film Critics

Analyze sentiment patterns across reviews to identify trends and biases in critical reception.

Movie Studios

Gain insights into audience reception to inform marketing strategies and future productions.

Film Enthusiasts

Discover the emotional impact of films and make informed viewing decisions.