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This project processes and analyzes movie reviews in multiple languages (English, French, and Spanish). It includes data preprocessing, translation and sentiment analysis of movie reviews and synopses

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CruiseDevice/Multilingual-Movie-Review-Analysis

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Multilingual-Movie-Review-Analysis

This project processes and analyzes movie reviews in multiple languages (English, French, and Spanish). It includes data preprocessing, translation and sentiment analysis of movie reviews and synopses

Features

  • Data preprocessing from CSV files
  • Translation of non-English content to English
  • Sentiment analysis of moview reivew

Technologies Used

  • Python
  • Pandas for data manipulation
  • Hugging Face Transformers for translation and sentiment analysis

Data Structure

The dataset includes the following columns:

  • Title: Movie title
  • Year: Release Year
  • Synopsis: Brief moview description
  • Review: User review of the movie
  • Original Language: Language of the original content (en, es, fr)

About

This project processes and analyzes movie reviews in multiple languages (English, French, and Spanish). It includes data preprocessing, translation and sentiment analysis of movie reviews and synopses

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