data-enrichment-linear-regression-with-movies

Activity: Create a Linear Regression Model with Statsmodels for Revenue

Today we will be working with JUST the data data from the TMDB API for years 2000-2021.
- We will prepare the data for modeling
  - Some feature engineering
  - Our usual Preprocessing
  - New steps for statsmodels!
- We will fit a statsmodels linear regression.
- We Will inspect the model summary.
- We will create the visualizations to check assumptions about the residuals.
Next class we will continue this activity.
- We will better check all 4 assumptions.
- We will discuss tactics for dealing with violations of the assumptions.
- We will use our coefficients to make stakeholder recommendations.