Because every data set has its quirks, researchers must often build tools from scratch, as we have here. Whenever you do this, it’s good to check your method against some familiar outcomes. Imagine a shipwright with a new boat: who knows what’ll happen once it’s out on the open ocean—so best to check for holes close to shore.
