When we think about graphs, it is helpful to distinguish between variables that place individuals into categories (such as gender, occupation, or education level) and those whose values have a meaningful numerical scale (such as height in centimeters or SAT scores).
Categorical and quantitative variables
A categorical variable places an individual into one of several groups or categories.
A quantitative variable takes numerical values for which arithmetic operations such as adding and averaging make sense.