In this video, the teacher explains how to choose the appropriate graph to represent data by analyzing its advantages and considering the specific data set. They discuss the advantages of dot plots, histograms, and box plots, and demonstrate the decision-making process using the example of apartment rental costs. The lesson emphasizes that different graphs display different aspects of the data and guides viewers in selecting the most suitable graphical representation for their purposes.