Movie Recommender recommends movies which does not fit to the taste. Plus the dataset stars from 0

[LifeHashed]

Describe the bug
The recommender recommends webseries as movies. Game of thrones is a web series. Plus it does not seem to follow the genre of the last movie I saw. It is even recommending the same movie back

Expected behavior
Obviously it should not recommend itself and if it is a webseries it should say it is a webseries

Screenshots

[github-actions]

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