We can’t simply take an average (arithmetic mean) of the deviations because they will always add up to zero — the negative deviations cancel out the positive. To overcome this difficulty, square each deviation by multiplying it by itself. This gets rid of the minus (negative) sign, because a negative multiplied by a negative equals a positive.
