Presents methods of using data sets to explain the concepts of ecological fallacy and psychological reductionism to beginning methods students. Includes information on variables, an appendix on data and software sources, and statistical results. Suggests that students will learn the concepts described as well as the principle of uncertainty in science. (DK)