The lecture discusses three key points about data visualization. It explains how visual representations can help people understand and analyze data more effectively than text alone. Different visualization types are reviewed, including bar charts, line graphs, and scatter plots. The lecture emphasizes choosing visualizations based on the type of data and intended message or insights to convey to the audience.