Categorical data is a type of data that can be divided into categories or groups. It represents characteristics such as color, size, or brand, and each category can have a limited and fixed number of possible values. Categorical data is usually stored as text, but can also be represented as numerical values if each number represents a unique category. Examples of categorical data include gender, educational level, and marital status.