The average is a general term for a number that represents a typical value for a data set. For example, the median and the mean are both average values for a set of data. When an average is reported you need to check the context to see what type of average is reported. When reporting data, specify what type of average is shown. If the median is reported instead of the arithmetic mean then it's the same as the 50th percentile.