Find the variance of a set of numbers.
Each value's distance from the mean is squared, and those squared distances are averaged.
Variance: Average of squared deviations from the mean
Why square the deviations instead of just averaging them?
If you simply averaged the differences from the mean, the ones above and below would cancel out to zero. Squaring makes every difference positive first, so the real spread is properly captured.