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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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popularity-based-recommendation-system's Introduction

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

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

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