Splatter plots provide: (1) A comprehensive yet reducible way to visualize data across multiple dimensions. (2) Diagnostic insights are obvious and interpretable at a glance, with problem areas visually identified. (3) Various symbols, colors and visual cues can be used depending on the type of data and desired level of precision needed.