These notes use a small practical example. Suppose a person compares three withdrawal methods and records how many hours each took over ten attempts. The average is a useful summary, yet the spread matters as much, because one slow case can distort a mean of only ten values. Variance and the median handle this better. I used the cashier of Zeus75 purely as a source of such timing records for the exercise.