skewness is a measure of the symmetry of a distribution. For symmetric distributions, the coefficient of skewness is zero. If a distribution has a long right tail, it is positively skewed, otherwise it is negatively skewed. The mean is larger than the median for positively skewed distributions, and vice versa for negatively skewed distributions.
