This document provides an introduction to box plots, including their anatomy, parts, and applications. It discusses the five number summary used to construct box plots, which includes the minimum, first quartile, median, third quartile, and maximum. Examples are given to demonstrate how to construct a box plot from a data set by ordering the values, finding the five number summary, and plotting the box and whiskers on a number line. Box plots can show the distribution, outliers, and skew of a data set.