This dataset is designed for learning how to interpret and review Factor Scales. The dataset is a subset of data derived from the Opinions and Lifestyle Survey, Well Being Module April--May 2015, and the example tests whether a six-item scale for "overall satisfaction with life" is a reliable and valid measure. The dataset file is accompanied by a Teaching Guide, a Student Guide, and a How-to Guide for R