Have you ever wondered what's behind the age-old saying that a picture is worth a thousand words? How does that translate in practice into the world of data visualization? While there are many subjective and qualitative aspects to data visualization, this report quantifies the "why" behind data visualizations to help application development and delivery (AD&D) professionals visualize and "sell" the insights from their analytic applications to business end users.