The use of means to describe a dataset should be limited to interval and ratio level data. Nominal level data do not have a
true numeric value, so it is not possible to compute a mean. Although ordinal data might be represented using numeric
values, the conceptual intervals between the values may not be the same; therefore, the mean would be difficult to interpret.