Basic definition of statistical variation
Variation describes how spread out the data is. The tighter and skinnier the distribution the smaller the variation.
Variation is found in all things we measure however we want to minimize any variation we might introduce through measurement.
The less variation in our data the more accurate we can be in making predictions and conclusions from our data.