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Python project for building a baseline of Popularity Based Recommendation System. This project uses movie ratings dataset.

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tharangachaminda/popularity-based-recommendation-system

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Recommendation System (Popularity Based)

In this Python project, I am trying to build a movie recommendation system using viewer ratings and view count.

  • I will use two different csv files and merge them together to build a single DataFrame
  • Then Perform grouping, sorting and rebuilding a separate dataset including
    • Movie title
    • Average rating
    • View counts

Finally, I filter top 10 movies based on a criteria I set for deciding a movie is popular or not.

🏆 Lessons Learned

  1. Merging two csvs into one DataFrame
  2. Criteria for popularity based recommender system

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Python project for building a baseline of Popularity Based Recommendation System. This project uses movie ratings dataset.

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