Statistical covariation refers to the correspondence of variation of two statistical variables that vary along numerical scales. Such covariation is commonly represented in scatterplots using a Cartesian coordinate system that shows the correspondence of the ordination of each variable. The more general term statistical association may refer also to associations between two categorical variables, commonly represented in two-way frequency tables, and between one categorical and one interval variable, often formulated as the comparison of group.