This chapter describes, in detail, several datasets that will be used throughout the book to motivate the material and to illustrate data analysis methods. For each dataset, we describe the associated study, the primary research goals to be met by the analyses, and the key complications presented by missing data. Empirical summaries are given here; for detailed analyses we provide references to subsequent chapters.