The challenge (2)

It may be difficult to define what a variable is, especially if you miss context.

• e.g. columns measurement_1 and measurement_2: replicates of the same variable, or referring to different methods / states?

If you cannot figure out, then it’s fine to say a variable is whatever makes your analysis easiest.