Book to Movie Recommender System

Problem Statement

• Create a recommender system that allows a user to find movies similar to a book that they liked or books based on a movie that they enjoyed.

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Repo

Notebooks

• BookEDA - Exploratory Analysis of the book data.
• BookMovieEDA - Exploration of the relationship between the book and movie data.
• MovieEDA - Exploration of the film data.
• Recommender - Recommender systems.
• Webscraping - Gathering IMDb data for film dataset.
• recommender_functions - Helper function for recommender system

Viz

• Visualizations from topic modeling and clustering

FilesAndCSV

• pickled files and csv related to project

Streamlit

• streamlit_app - Recommender application

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Data and Tools

• IMDb Movies 1960-2020
• Goodreads Best Books
• NLTK
• Sklearn
• Genism
• BeautifulSoup
• IMDbpy

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Results

• Recommender system soon to be deployed to heroku.