A table that organizes two categorical variables is called a two - way table. It is a table that examines the correlation between two categorical variables. values that are placed inside the table can be shown as relative frequencies or frequency counts or can be graphically shown as segmented bar chart. The rows represent a category and the columns represent another category. An example would be a question whether how many males or females in a class. Some will answer yes or no. So we will have rows that shows the gender and columns that shows the answer. The intersection between the rows and columns indicates their answer in a specific class. This is a two way table.