The video explains how to create a line of best fit for bivariate data by creating a scatterplot. It defines scatterplots and bivariate data and shows examples of different scatterplots. The video also explains that not all scatterplots will have a line of best fit and that a good line of best fit should extend across the graph, reflect the pattern, and be centered between the data points.