Lesson06
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ISSS608 Visual Analytics and Applications
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Visualising and Analysing High-dimensional Data
Contents
Content
- Introduction to High- Data
- Trellis
- Correlation Matrix
- Ternary Plot
- Glyphs or Star Plot
- Heatmap
- Parallel Coordinate Plot
- Treemap
Readings
Core Readings
- Visualizing Survey Data
- Mosaic Plots
- Design of Diverging Stacked Bar Charts for Likert Scales and Other Applications
- Turning a Table into a Tree: Growing Parallel Sets into a Purposeful Project
- Shneiderman, Ben (2008) Treemaps for space-constrained visualization of hierarchies (http://www.cs.umd.edu/hcil/treemap-history/)
- Extending the Utility of Treemaps with Flexible Hierarchy
Optional Readings
- Diverging Stacked Bar Chart
- Mosaic Plot
- Parallel Sets
- Treemaps
- Treemaps
- Discovering Business Intelligence Using Treemap Visualization
- 10 Lessons in Treemap Design
- Bederson, Benjamin B.; Shneiderman, Ben; Wattenberg, Martin (2002). "Ordered and quantum treemaps: Making effective use of 2D space to display hierarchies". ACM Transactions on Graphics. 21 (4): 833.
- Bruls, Mark; Huizing, Kees; van Wijk, Jarke J. (2000). "Squarified treemaps". In de Leeuw, W.; van Liere, R. Data Visualization 2000: Proc. Joint Eurographics and IEEE TCVG Symp. on Visualization
- US Economic Census Treemap
- TreeCovery: Coordinated dual treemap visualization for exploring the Recovery Act
- Juice's Stimulus Bill Explorer
- Fundexplorer
- Map of the Market
- The HIVE Group
- Truck Sales Slip, Tripping Up Chrysler
- Newsmap
- Obama’s 2011 Budget Proposal: How It’s Spent
R Methods
Diverging Stacked Bar Charts
- likert function in HH package
- likert package
- plot_likert function of sjPlot package.
Mosaic plot
- mosaicplot function of R Graphics
- ggmosaic package
- vcd: Visualizing Categorical Data
- vcdExtra: 'vcd' Extensions and Additions
