The document discusses box-and-whisker plots, also known as five number summaries, which visually represent a dataset using certain statistics rather than showing all the data points. It explains that a box-and-whisker plot depicts the median, quartiles, and range of the distribution using boxes and whiskers. The document then provides examples of how to calculate the median, quartiles, and interquartile range and how to draw box-and-whisker plots based on sample datasets.