Scatter Plot Matrices

Multiple Scatter Plots to show Correlation or Clustering for multiple attributes. Use Histogram for diagonal line. Similar to a Heatmap if only used for Correlation.

Interaction

• reduce number of varibales
• change axis order
• Brushing, just like in Parallel Coordinate Plot

Disadvantages

• limited space
• hard to understand with too many variables

Example