The general linear model (GLM), more commonly called linear regression, is the most common statistical modeling tool a statistician or data scientist will use. As such, it is crucial to know how to present results from a GLM in a way that is understandable to your audience.

An essential part of any data analysis project is to understand the data at hand.

Creating an analytic data set is very important when doing data analysis and will be used to reproduce the results.