Demystifying AI for the Enterprise

Chapter 8 Visualization

Leland Wilkinson

University of Illinois at Chicago, USA

H2O.ai

DOI: 10.4324/9781351032940-8

Contents

1. Introduction
2. Exploring
   • Linking
   • Brushing
   • Transformations
3. Interactive User Interfaces
4. Presenting
   • One Categorical Variable
   • One Continuous Variable
     • Time Series
   • Two Categorical Variables
   • Two Continuous Variables
   • One Categorical Variable and One Continuous Variable
   • Three Variables
   • Many Variables
     • Scatterplot Matrices
     • Parallel Coordinates
     • Cluster Heatmaps
   • Trees
     • Hierarchical Trees
     • Minimum Spanning Trees
     • Additive Trees
     • Treemaps
     • Prediction Trees
5. Diagnosing
6. Conclusion
7. Notes

Introduction

A picture is worth a thousand words. This hoary favorite of designers and visualization gurus is not only false, it is silly. Pictures ...