Difference between revisions of "Lesson08"
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==Core Readings== | ==Core Readings== | ||
| + | '''Multivariate Methods''' | ||
* [http://www.perceptualedge.com/articles/b-eye/visual_multivariate_analysis.pdf An Introduction to Visual Multivariate Analysis] | * [http://www.perceptualedge.com/articles/b-eye/visual_multivariate_analysis.pdf An Introduction to Visual Multivariate Analysis] | ||
* [https://search-proquest-com.libproxy.smu.edu.sg/docview/228501277?rfr_id=info%3Axri%2Fsid%3Aprimo Corrgrams: Exploratory Displays for Correlation Matrices] | * [https://search-proquest-com.libproxy.smu.edu.sg/docview/228501277?rfr_id=info%3Axri%2Fsid%3Aprimo Corrgrams: Exploratory Displays for Correlation Matrices] | ||
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* [https://link-springer-com.libproxy.smu.edu.sg/content/pdf/10.1007%2F978-3-540-33037-0_25.pdf Parallel Coordinates] | * [https://link-springer-com.libproxy.smu.edu.sg/content/pdf/10.1007%2F978-3-540-33037-0_25.pdf Parallel Coordinates] | ||
* [http://en.wikipedia.org/wiki/Heat_map Wikipedia: Heatmap] | * [http://en.wikipedia.org/wiki/Heat_map Wikipedia: Heatmap] | ||
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| + | '''Treemaps''' | ||
| + | * [http://www.cs.umd.edu/hcil/treemap-history Shneiderman, Ben (2008) Treemaps for space-constrained visualization of hierarchies] (http://www.cs.umd.edu/hcil/treemap-history/) | ||
| + | * [http://www.cs.umd.edu/hcil/treemap/FLEXIBLE-HIERARCHY-FINAL.pdf Extending the Utility of Treemaps with Flexible Hierarchy] | ||
==Optional Readings== | ==Optional Readings== | ||
| + | '''Multivariate Methods''' | ||
* [http://junkcharts.typepad.com/junk_charts/2010/06/the-scatterplot-matrix-a-great-tool.html The scatter-plot matrix: a great tool] | * [http://junkcharts.typepad.com/junk_charts/2010/06/the-scatterplot-matrix-a-great-tool.html The scatter-plot matrix: a great tool] | ||
* [https://search-proquest-com.libproxy.smu.edu.sg/docview/1750838449?rfr_id=info%3Axri%2Fsid%3Aprimo A Graphical Display of Large Correlation Matrices] | * [https://search-proquest-com.libproxy.smu.edu.sg/docview/1750838449?rfr_id=info%3Axri%2Fsid%3Aprimo A Graphical Display of Large Correlation Matrices] | ||
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* [http://www.perceptualedge.com/articles/b-eye/parallel_coordinates.pdf Multivariate Analysis Using Parallel Coordinates] | * [http://www.perceptualedge.com/articles/b-eye/parallel_coordinates.pdf Multivariate Analysis Using Parallel Coordinates] | ||
| − | + | '''Treemaps''' | |
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** [http://eagereyes.org/Techniques/Treemaps.html Treemaps] | ** [http://eagereyes.org/Techniques/Treemaps.html Treemaps] | ||
** [http://www.b-eye-network.com/view/2673 Discovering Business Intelligence Using Treemap Visualization] | ** [http://www.b-eye-network.com/view/2673 Discovering Business Intelligence Using Treemap Visualization] | ||
Revision as of 22:16, 8 March 2020
ISSS608 Visual Analytics and Applications
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Visualising and Analysing High-dimensional Data
Contents
Content
- Introduction to High-dimensional Data
- Bivariate Matrix
- Trellis
- Correlation Matrix
- Correlogram
- Multivariate Data Visualisation
- Ternary Plot
- Glyphs or Star Plot
- Heatmap
- Parallel Coordinate Plot
- Space-constrained visualization of hierarchies
- Treemaps
- Sunburst diagram
Readings
Core Readings
Multivariate Methods
- An Introduction to Visual Multivariate Analysis
- Corrgrams: Exploratory Displays for Correlation Matrices
- Ternary Plot
- Multivariate Data Glyphs
- Parallel Coordinates
- Wikipedia: Heatmap
Treemaps
- 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
Multivariate Methods
- 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
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
