In this video, the teacher explains the importance of labeling and titling graphs to accurately interpret the data. Using examples of bar graphs and picture graphs, the teacher demonstrates how incomplete labeling can lead to confusion. By properly labeling and titling the graphs, students can understand and analyze the information more effectively.