Mathematics
Variance
Quick fact
To compute variance, you first square each difference from the mean, then average those squares. This squaring makes larger deviations count disproportionately more.
Why this is interesting
You know that the average of your friends' heights tells you something about them, but does it tell you whether they are all nearly the same height or wildly different? Variance is the number that captures exactly that distinction.