We covered how to visually represent and analyze data relationships. In this lesson, Matthew learned to create scatter plots, which are graphical displays of two variables plotted on a Cartesian plane. By examining the distribution and direction of points on the plot, he gained insights into correlations, patterns, and outliers in data. Scatter plot lessons are essential for understanding the fundamental concepts of bivariate data analysis and serve as a foundation for more advanced statistical techniques.