The graphical distribution of the data is asymmetrical, indicating that the underlying population is not distributed normally This may indicate errors, data may need to be transformed or the study replicated, or alternate statistical analyses may be needed There are statistical measures of the degree of skewness, but they are not commonly used in the social sciences
A skewed distribution is not symmetric That is, it has different shapes on each side of the median For example