Can you have a trimodal distribution? Sure—where three values have the same frequency. It’s unlikely, especially when you are dealing with a large set of data points, or observations, but certainly possible. The real answer to the above stand-apart question is that categories have to be mutually exclusive—you simply cannot have both black and red hair (although if you look around the classroom, you may think differently).

