This document discusses Pearson's Correlation Coefficient (r), which is a measure of the strength and direction of a linear relationship between two variables. It provides an example calculation of r using sample data points. While the example initially shows a strong negative correlation, adding additional non-linear data points results in r equaling 0, indicating no relationship due to the non-linearity between the variables. Pearson's r only describes linear relationships.