This document discusses two types of data: categorical data, which includes descriptive attributes like eye color or favorite ice cream flavor, and numerical data, which consists of quantitative values such as number of children in a family, weight, or distances. Categorical data can include words, while numerical data involves numbers and measurements. Examples of each type of data are provided to illustrate the difference between categorical and numerical data types.