A data sample is called qualitative, also known as categorical, if its values
belong to a collection of known defined non-overlapping classes. Common examples
include student letter grade (A, B, C, D or F), commercial bond rating (AAA, AAB,
...) and consumer clothing shoe sizes (1, 2, 3, ...).
