Movie Rating Prediction
In this repository, I attempt to build a linear regression predictor to predict movie ratings based on information about the movie. This is built on 2018 movie data from The Movie Database (TMDb), whose API I queried in making this project.
The dependencies are listed in the
The data from this project is from the TMDb API, which I queried in the
loading-data.ipynb notebook. CSV files of the original and cleaned data are contained in the
There are a few notebooks in this project, all in the
notebooks folder. The proper order for looking through them is listed below.
By reading the notebooks in this order, you will be able to follow the project. I recommend looking through this project on Binder (link above) because some of the notebooks have IPython widgets that make understanding the thought process far easier.
Copies of all plots generated in this project are contained in the