This dataset is designed for teaching the Kaiser-Meyer-Olkin Measure of Sampling Adequacy (MSA). The dataset is Lahman's 2017 baseball dataset, and the example quantifies the adequacy of the dataset for use with an exploratory factor analysis (EFA). The dataset file is accompanied by a Teaching Guide, a Student guide, and a How-to guide for SPSS