A numerical summary of a distribution should report its center and its spread or variability.
The mean and the median M describe the center of a distribution in different ways. The mean is the arithmetic average of the observations, and the median is their midpoint.
When you use the median to describe the center of a distribution, describe its spread by giving the quartiles. The first quartile Q1 has one-fourth of the observations below it, and the third quartile Q3 has three-fourths of the observations below it.