Figure 2.7: Figure 8.4 Box-and-Whisker Plots Showing the Effect of Temperature on Walking Time The middle 50% of cases (those in the box) look like they are walking a little faster on cold days than on warm days. In order to determine if the effect is a statistically significant one, however, a hypothesis test will need to be completed.