This document is an excerpt from a book about using big data. The excerpt discusses issues around employment data reported by U.S. law schools. It describes how most law schools stopped reporting accurate employment rates after graduation during the recession. It also discusses criticisms of inflated employment rates, such as jobs created by schools and temporary positions being counted as full-time employment.