#mu# is the average of all #x_i#. The first deviation, sum of #x_i - mu# is by definition zero. The second deviation is the first to give us some information on the spread of values around the mean. Note it's a symmetric measure, it does not distinguish between values above or below the mean. Third deviation does. It's called the skewness.