Collect Data: Two Categorical Variables using Two-way Tables . Categorical data is data that can be arranged into a number of categories. When data is collected about two categorical variables – two topics that each have a number of categories, the data collection can be complex to capture and represent. . Lists and simple tables are often used for data collection and work fine when there is one variable. Tables work for one variable as each category can be a heading. Lists and simple tables bec