Scatterplots are graphs that display bivariate data as a collection of points. The response variable is on the y-axis and the explanatory variable is on the x-axis.
To describe a scatterplot, one must address four features: direction, form, strength, and outliers.
1. Direction: Positive, negative, or zero association?
2. Form: Linear or non-linear relationship?