The scatter diagram is used to determine whether a qualitative relationship, linear or curvilinear, exists between two continuous or attribute variables. Scatter diagrams are often used during the Measure phase of a Six Sigma project. It is used to help determine the baseline. This video gives a good example of how to create a scatter diagram.