The video is a lesson on how to describe scatter plots. It begins by explaining the use of the XY coordinate plane and how points are plotted on it. The instructor then introduces scatter plots, which plot points by comparing two variables, and explains how they are used in the real world. The lesson then focuses on describing the shape and association of a scatter plot, with examples of linear and nonlinear relationships, positive and negative associations, and outliers.