A box plot (also called a box and whisker plot) shows data using the middle value of the data and the quartiles, or 25% divisions of the data. Step 1: Arrange the data in ascending order. (If there is an even number of data items, then we need to get the average of the middle numbers.) Step 3: Draw a number line that will include the smallest.