There are three main measures of central tendency used to describe data sets: mean, median, and mode. The mean is the average value calculated by dividing the sum of all values by the total number of values. The median is the middle value when all values are arranged in order. The mode is the value that occurs most frequently in the data set. Examples are provided to demonstrate calculating and interpreting each measure of central tendency.