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Movie Recommendation System

Movie Recommendation using clustering

This is a small project on Movie Recommendation System using K Means Clustering. This project was carried out by scraping the top movies of various genres in the IMDB official site. Using the genres as properties these movies were clustered.

About scripts

  • scraper.py to scrape imdb website

  • main.py to run the code in order (No need to run pre_processing.py and clustering_code.py they are imported by main and run automatically)

  • pre_processing.py to preprocess the scraped data and store in desired format

  • clustering_code.py to prepare data and fit to kmeans clustering model from sklearn

  • plot.py to plot the cluster graph

Plot can be seen here

plot

Output can be seen here

out

Prepared as part of Data Mining Practical taught by Siddhant Sharma

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