Description
Book SynopsisAs third in the series, this book focuses on a style of data analysis that makes graphics central to exploration. Making Sense of Data III explains how to implement decision support systems and provides an interactive approach to data analysis that allows users to see, manipulate, explore, mine data, and share results with colleagues.
Trade Review“It is an essential book for understanding the principal role that graphics play in data visualization.” (Zentralblatt MATH, 1 April 2015)
Table of ContentsPreface.
1. Introduction.
1.1 Overview.
1.2 Visual Perception.
1.3 Visualization.
1.4 Designing for High-throughput Data Exploration.
1.5 Summary.
1.6 Further reading.
2. The Cognitive and Visual Systems.
2.1 External Representation.
2.2 The Cognitive System.
2.3 Visual Perception.
2.4 Influencing Visual Perception.
2.5 Summary.
2.6 Further reading.
3. Graphic Representations.
3.1 Jacques Bertin: Semiology of Graphics.
3.2 Wilkinson: Grammar of Graphics.
3.3 Wickham: ggplot2.
3.4 Bostock and Heer: Protovis.
3.5 Summary.
3.6 Further reading.
4. Designing Visual Interactions.
4.1 Designing for Complexity.
4.2 The Process of Design.
4.3 Visual Interaction Design.
5. Hands-on: Creating Interactive Visualizations with Protovis.
5.1 Using Protovis.
5.2 Creating Code using the Protovis Graphical Framework.
5.3 Basic Protovis Marks.
5.4 Creating Customized Plots.
5.5 Creating Basic Plots.
5.6 Data Analysis Graphs.
5.7 Composite Plots.
5.8 Interactive Plots.
5.9 Protovis Summary.
5.10 Further Reading.
Appendix. A Exercise Code Examples.
Bibliography.
Index.
