Discover how linear regression works, from simple to multiple linear regression, with step-by-step examples, graphs and real-world applications.

This creates the classic scatterplot of data points. The objective is to plot a line that best fits this scatterplot. We'll start by using the example data of tips in New York City restaurants.

The line of best fit is an output of regression analysis that represents the relationship between two or more variables in a dataset.