data that can be categorized according to similarities or differences in kind  ex: political affiliation, taste ranking, color of an m& m
data that can be put into categories (like what color you prefer, your gender, or the state you were born in).
represent differing kinds rather than amounts (gender, marital status, or breed of dog, etc.)