The mean deviation is a measure of how spread out values are from the average. It is calculated by: 1) Finding the mean of all values. 2) Calculating the distance between each value and the mean. 3) Taking the average of those distances. This provides the mean deviation, which tells us how far on average values are from the central mean. Examples show calculating mean deviation for both grouped and ungrouped data sets.