In statistics, a population is every possible point of data that can be included in a dataset. Populations can either be vast such as everyone in the entire world, or it can be specific such as everyone who has blonde hair, blue eyes and live in the United States.

Using population datasets will create the most accurate models, however, because those datasets have the potential to be extremely large, cumbersome, and too difficult to work with.