In this video, the teacher explains how to display data using a histogram. They discuss the difference between a histogram and a bar graph, and demonstrate how to create a histogram by grouping data into intervals and representing the frequency within each interval. The teacher also emphasizes the importance of interpreting the data and identifying trends from the histogram.