In this video, the teacher explains how to identify the shape of a data set by examining the modes and symmetry of a graph. They introduce various types of graphs, such as histograms, box plots, and dot plots, and explain how to classify the shape based on the number of major peaks or modes. Additionally, they discuss symmetry and skewness in graphs and provide examples to help students understand these concepts.