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This repository features a personalized movie recommendation system using TMDB API ๐ŸŽฅ, offering content-based and popularity-based suggestions ๐Ÿ“ˆ. It leverages sentiment analysis of user reviews to refine recommendations, ensuring a more engaging and customized viewing experience ๐Ÿฟ.

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madhavi-peddireddy/Netflix-Recommendation-system

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๐ŸŽฅ Netflix Recommendation System ๐Ÿ“ฝ๏ธ

This repository contains a Netflix recommendation system that delivers personalized movie suggestions by recommending movies that are similar to the ones the user likes and analyzes the sentiments of the userโ€™s reviews for those movies. Movie information, such as title, genre, runtime, rating, and poster are retrieved using the TMDB API, leveraging the IMDB ID of the movie.

License: MIT Python

  1. Clone the repository:
    git clone https://github.com/madhavi-peddireddy/Netflix-Recommendation-system.git
  2. Navigate to the project directory:
    cd Netflix-Recommendation-system
  3. Install the required packages:
    pip install -r requirements.txt

๐Ÿš€ Usage

Run the main application script:

python main.py


   

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This repository features a personalized movie recommendation system using TMDB API ๐ŸŽฅ, offering content-based and popularity-based suggestions ๐Ÿ“ˆ. It leverages sentiment analysis of user reviews to refine recommendations, ensuring a more engaging and customized viewing experience ๐Ÿฟ.

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