How it works...

In this recipe, we looked for the linear regression relation between the vehicle registrations in a state and the population of a state. To do this we used the LinearRegression() function of the linear_model method of the sklearn library. After constructing the model, we first used the data involved in training the model to visually verify how well the model fits the data. Then, we used the test data to verify the results.