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| − | <font size="5">'''Space-constrained Visualization of Hierarchies'''</font> | + | <font size="5">'''Visualising and Analysing High-dimensional Data '''</font> |
| | | | |
| | =Content= | | =Content= |
| | | | |
| − | * Introduction to space-constrained visualization of hierarchies | + | * Introduction to High-dimensional Data |
| − | * Treemaps | + | * Trellis |
| − | * Sunburst diagram | + | * Correlation Matrix |
| | + | * Ternary Plot |
| | + | * Glyphs or Star Plot |
| | + | * Heatmap |
| | + | * Parallel Coordinate Plot |
| | + | |
| | | | |
| | =Readings= | | =Readings= |
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| | ==Core Readings== | | ==Core Readings== |
| | | | |
| − | * [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.perceptualedge.com/articles/b-eye/visual_multivariate_analysis.pdf An Introduction to Visual Multivariate Analysis] |
| − | * [http://www.cs.umd.edu/hcil/treemap/FLEXIBLE-HIERARCHY-FINAL.pdf Extending the Utility of Treemaps with Flexible Hierarchy] | + | * [https://search-proquest-com.libproxy.smu.edu.sg/docview/228501277?rfr_id=info%3Axri%2Fsid%3Aprimo Corrgrams: Exploratory Displays for Correlation Matrices] |
| | + | * [https://en.wikipedia.org/wiki/Ternary_plot Ternary Plot] |
| | + | * [https://link-springer-com.libproxy.smu.edu.sg/content/pdf/10.1007%2F978-3-540-33037-0_8.pdf Multivariate Data Glyphs] |
| | + | * [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] |
| | | | |
| | | | |
| | ==Optional Readings== | | ==Optional Readings== |
| | | | |
| − | * Treemaps
| + | * [http://junkcharts.typepad.com/junk_charts/2010/06/the-scatterplot-matrix-a-great-tool.html The scatter-plot matrix: a great tool] |
| − | ** [http://eagereyes.org/Techniques/Treemaps.html Treemaps]
| + | * [https://search-proquest-com.libproxy.smu.edu.sg/docview/1750838449?rfr_id=info%3Axri%2Fsid%3Aprimo A Graphical Display of Large Correlation Matrices] |
| − | ** [http://www.b-eye-network.com/view/2673 Discovering Business Intelligence Using Treemap Visualization]
| + | * [https://www.sciencedirect.com/topics/engineering/ternary-diagram Ternary Diagram] |
| − | ** [http://www.juiceanalytics.com/writing/10-lessons-treemap-design/ 10 Lessons in Treemap Design]
| + | * [http://csmgeo.csm.jmu.edu/geollab/fichter/Sedrx/readternary.html Reading a Ternary Diagram] |
| − | ** [http://delivery.acm.org.libproxy.smu.edu.sg/10.1145/580000/571649/p833-b_bederson.pdf?ip=202.161.43.77&id=571649&acc=ACTIVE%20SERVICE&key=FF6731C4D3E3CFFF%2E39D185EE56A58666%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&__acm__=1538033167_4a6787aed9b15196b9e585b3af4b7031 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.]
| + | * [http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/articles/Inselberg-InfoVis97.pdf Multidimensional Detective] |
| − | ** [http://www.win.tue.nl/~vanwijk/stm.pdf 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]
| + | * [https://eagereyes.org/techniques/parallel-coordinates Parallel Coordinates] |
| − | ** [http://www.juiceanalytics.com/writing/us-economic-census-treemap/ US Economic Census Treemap]
| + | * [http://www.perceptualedge.com/articles/b-eye/parallel_coordinates.pdf Multivariate Analysis Using Parallel Coordinates] |
| − | ** [https://ac-els-cdn-com.libproxy.smu.edu.sg/S0740624X11001055/1-s2.0-S0740624X11001055-main.pdf?_tid=5f3e825d-c9d0-414f-b1d2-3ffbe8e115d1&acdnat=1538033558_64b0c1431092fec2ea12cc5e7ba8e77b TreeCovery: Coordinated dual treemap visualization for exploring the Recovery Act]
| |
| − | ** [http://www.juiceanalytics.com/writing/juices-stimulus-bill-explorer/ Juice's Stimulus Bill Explorer]
| |
| − | ** [http://www.cc.gatech.edu/gvu/ii/fundexplorer/ Fundexplorer]
| |
| − | ** [http://www.smartmoney.com/map-of-the-market/ Map of the Market]
| |
| − | ** [http://www.hivegroup.com/gallery/index.html The HIVE Group]
| |
| − | ** [http://www.nytimes.com/imagepages/2007/02/25/business/20070225_CHRYSLER_GRAPHIC.html Truck Sales Slip, Tripping Up Chrysler]
| |
| − | ** [http://newsmap.jp/ Newsmap]
| |
| − | ** [http://www.nytimes.com/interactive/2010/02/01/us/budget.html Obama’s 2011 Budget Proposal: How It’s Spent]
| |
| − | | |
| − | =R Methods=
| |
| − | | |
| − | ==Treemaps==
| |
| − | * [https://cran.r-project.org/web/packages/treemap/ Treemap]
| |
| − | ** [https://rpubs.com/brandonkopp/creating-a-treemap-in-r Creating a Treemap in R]
| |
| − | ** [https://cran.r-project.org/web/packages/treemap/vignettes/treemap-color_mapping.html treemap: mapping to color palettes]
| |
| − | ** [https://r-posts.com/simple-steps-to-create-treemap-in-r/ Simple Steps to Create Treemap in R]
| |
| − | ** [https://cran.r-project.org/web/packages/treemapify/index.html treemapify: Draw Treemaps in 'ggplot2']
| |
| − | ** [https://cran.r-project.org/web/packages/treemapify/vignettes/introduction-to-treemapify.html Introduction to treemapify]
| |
| − | ** [https://datascience-enthusiast.com/R/R_shiny_Tableau_treemap.html Interactive visualization with R-Shiny versus with Tableau: Treemaps]
| |
| − | | |
| − | ==Sunburst Diagram==
| |
| − | ** [https://cran.r-project.org/web/packages/sunburstR/ sunburstR]
| |
| − | ** [https://cran.r-project.org/web/packages/sunburstR/vignettes/sunburst-2-0-0.html Sunburst 2.0.0]
| |
| − | ** [http://timelyportfolio.github.io/sunburstR/example_baseball.html Visualize Baseball with sunburstR]
| |
| − | ** [https://medium.com/optima-blog/create-basic-sunburst-graphs-with-ggplot2-7d7484d92c61 Create Basic Sunburst Graphs with ggplot2]
| |
| − | ** [https://cran.r-project.org/web/packages/circlize/index.html circlize: circular visualization in R]
| |
| − | ** [https://jokergoo.github.io/circlize_book/book/ Circular Visualization in R]
| |
ISSS608 Visual Analytics and Applications
