Lesson08

ISSS608 Visual Analytics and Applications

About

Weekly Session

Assignment

Visual Analytics Project

Course Resources

Visualising and Analysing High-dimensional Data

Content

• Introduction to High-dimensional Data
• Trellis
• Correlation Matrix
• Ternary Plot
• Glyphs or Star Plot
• Heatmap
• Parallel Coordinate Plot

Readings

Core Readings

• An Introduction to Visual Multivariate Analysis
• Corrgrams: Exploratory Displays for Correlation Matrices
• Ternary Plot
• Multivariate Data Glyphs
• Parallel Coordinates
• Wikipedia: Heatmap

Optional Readings

• The scatter-plot matrix: a great tool
• A Graphical Display of Large Correlation Matrices
• Ternary Diagram
• Reading a Ternary Diagram
• Multidimensional Detective
• Parallel Coordinates
• Multivariate Analysis Using Parallel Coordinates