Following up on my last post, I was hoping to deliver on the idea of using multivariate linear regression to learn more about how features like genre, MPAA rating, budget, etc. influence box office revenues. While I started by running the model with my own data, I found that diving into the history of box office predictions to be even more intriguing and also more promising for how I might be able to generate a useful model on my own.

I started off by combining my box office revenue data with my recently developed regression model. …

Johnny D

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