This is a brief introduction to Interrupted Time Series analyses. It’s intended for use by people who have done some reading and understand about concepts like autocorrelation, but there's a series of step by step examples that should help beginners to get to grips with how to run an ITS in R, creating counterfactuals, either with or without controls, and with one or more interruption