Histograms are a graphical representation of the distribution of a dataset. To create a histogram, you divide the data into equal intervals called “bins” and count the occurrences of the data points within. Continuing with the box plots, we put "whiskers" above and below each box to give additional information about the spread of the data. Whiskers are drawn from the upper and lower hinges to the upper and lower adjacent values (24 and 14. When it comes to visualizing data, two of the most commonly used graphs are histograms and box plots (also called box-and-whisker plots). If you've ever wondered when to use a histogram vs. The. Box and whisker plots, also known as boxplots, are a powerful visualization tool in descriptive statistics, offering a concise graphical summary of a dataset's distribution. It displays the five-number summary—minimum, first quartile (Q1), median, third quartile (Q3), and maximum—along with.