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Created a dataset of tv shows which has rating greater than 6.0 and has more than 10,000 votes and has been released between 1970-2022 by scraping the IMDb website using Beautiful Soup library and saving the dataframe to a csv file.
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The dataset contains the following columns:
- Title: The title of the tv series
- Year: The year the tv show was released
- Runtime: The runtime of the tv series
- Genre: The genre of the tv series
- Rating: The rating of the tv series
- Votes: The votes of the tv series
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Retrieved the tv series trailers for recommended tv series dynamically, using Youtube Data API v3.
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The recommender system uses the K-Nearest Neighbors algorithm to recommend tv series based on the user's preferences.
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Built the web app using Streamlit and deployed it on Heroku.
