In this video, a teacher explains how to describe the nature of a relationship between variables in a scatter plot, focusing on strength and direction. Using examples from Major League Baseball, the teacher demonstrates how to interpret scatter plots and fit lines to data. The video emphasizes the importance of accurately describing the strength of a relationship by observing how well the data points align with the fitted line.