qualitative data that has no inherent mathematical meaning.  e.g. race, gender, yes/no question response, state of residence
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.)