A variable whose value ranges over categories, such as {red, green, blue}, {male, female}, {Arizona, California, Montana, New York}, {short, tall}, {Asian, African-American, Caucasian, Hispanic, Native American, Polynesian}, {straight, curly}, etc. Some categorical variables are ordinal. The distinction between categorical variables and qualitative variables is a bit blurry. See quantitative variable.