Categorical variables, also known as nominal variables, are types of data that can be divided into different categories. In the context of catalysis, these variables often represent distinct characteristics or properties of the catalysts, reactants, or reaction conditions that are not numerical but still essential for understanding and optimizing catalytic processes.