Difference between revisions of "Lesson07"

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<font size="5">'''Space-constrained Visualization of Hierarchies'''</font>
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<font size="5">'''Programming Analytical Graphics in R'''</font>
  
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=Content=
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= Content =
  
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* Introduction to space-constrained visualization of hierarchies
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* R, RStudio and RMarkdown 101
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* Treemaps
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* Introducing The Grammar of Graphics
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* Sunburst diagram
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* ggplot: The Layered Grammar of Graphics
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* The Essential Grammatical Elements in ggplot2
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* Designing Data-drive Graphics for Analysis with ggplot2
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* Extending ggplot2
  
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=Readings=
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= Readings =
  
 
==Core Readings==
 
==Core Readings==
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* [https://vita.had.co.nz/papers/layered-grammar.html A Layered Grammar of Graphics]
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* [https://r4ds.had.co.nz/data-visualisation.html Chapter 3 Data Visualization], [https://r4ds.had.co.nz/exploratory-data-analysis.html Chapter 7 Exploratory Data Analysis] and [https://r4ds.had.co.nz/graphics-for-communication.html Chapter 28 Graphics for communication] of '''R for Data Science'''. 
  
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* [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/)
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==Additional Readings==
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* [http://www.cs.umd.edu/hcil/treemap/FLEXIBLE-HIERARCHY-FINAL.pdf Extending the Utility of Treemaps with Flexible Hierarchy]
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* Wickham, Hadley (2016) [https://link-springer-com.libproxy.smu.edu.sg/book/10.1007%2F978-3-319-24277-4 ggplot2: Elegant Graphics for Data Analysis], Springer.
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* [https://r-graphics.org/index.html R Graphics Cookbook, 2nd edition]
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* [http://socviz.co/ Data Visualization: A practical introduction]
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==Optional Readings==
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* [https://viz-ggplot2.rsquaredacademy.com/ Data Visualization with ggplot2]
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* [https://bookdown.org/tpemartin/minicourse_ggplot2/ ggplot2 介紹]
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* Treemaps
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* [https://bookdown.org/xiangyun/RGraphics/dv-ggplot2.html 第 9 章 数据可视化]
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** [http://eagereyes.org/Techniques/Treemaps.html Treemaps]
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* [https://plot.ly/r/ Plotly R Open Source Graphing Library]
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** [http://www.b-eye-network.com/view/2673 Discovering Business Intelligence Using Treemap Visualization]
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* [https://plotly-r.com/index.html Interactive web-based data visualization with R, plotly, and shiny]
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** [http://www.juiceanalytics.com/writing/10-lessons-treemap-design/ 10 Lessons in Treemap Design]
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* [https://www.r-graph-gallery.com/index.html The R Graph Gallery]
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** [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.]
 
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** [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]
 
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** [http://www.juiceanalytics.com/writing/us-economic-census-treemap/ US Economic Census Treemap]
 
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** [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]  
 
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** [http://www.juiceanalytics.com/writing/juices-stimulus-bill-explorer/ Juice's Stimulus Bill Explorer]  
 
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** [http://www.cc.gatech.edu/gvu/ii/fundexplorer/ Fundexplorer]
 
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** [http://www.smartmoney.com/map-of-the-market/ Map of the Market]
 
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** [http://www.hivegroup.com/gallery/index.html The HIVE Group]
 
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** [http://www.nytimes.com/imagepages/2007/02/25/business/20070225_CHRYSLER_GRAPHIC.html Truck Sales Slip, Tripping Up Chrysler]  
 
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** [http://newsmap.jp/ Newsmap]
 
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** [http://www.nytimes.com/interactive/2010/02/01/us/budget.html Obama’s 2011 Budget Proposal: How It’s Spent]
 
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=R Methods=
 
  
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==Treemaps==
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= DataCamp Courses =  
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* [https://cran.r-project.org/web/packages/treemap/ Treemap]
 
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** [https://rpubs.com/brandonkopp/creating-a-treemap-in-r Creating a Treemap in R]
 
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** [https://cran.r-project.org/web/packages/treemap/vignettes/treemap-color_mapping.html treemap: mapping to color palettes]
 
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** [https://r-posts.com/simple-steps-to-create-treemap-in-r/ Simple Steps to Create Treemap in R]
 
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** [https://cran.r-project.org/web/packages/treemapify/index.html treemapify: Draw Treemaps in 'ggplot2']
 
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** [https://cran.r-project.org/web/packages/treemapify/vignettes/introduction-to-treemapify.html Introduction to treemapify]
 
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** [https://datascience-enthusiast.com/R/R_shiny_Tableau_treemap.html  Interactive visualization with R-Shiny versus with Tableau: Treemaps]
 
  
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==Sunburst Diagram==
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* Data Visualization with ggplot2 (Part 1)
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** [https://cran.r-project.org/web/packages/sunburstR/ sunburstR]
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* Data Visualization with ggplot2 (Part 2)
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** [https://cran.r-project.org/web/packages/sunburstR/vignettes/sunburst-2-0-0.html Sunburst 2.0.0]
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* Data Visualization with ggplot2 (Part 3)
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** [http://timelyportfolio.github.io/sunburstR/example_baseball.html Visualize Baseball with sunburstR]
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* Interactive Data Visualization with plotly in R
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** [https://medium.com/optima-blog/create-basic-sunburst-graphs-with-ggplot2-7d7484d92c61 Create Basic Sunburst Graphs with ggplot2]
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* Intermediate Interactive Data Visualization with plotly in R
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** [https://cran.r-project.org/web/packages/circlize/index.html circlize: circular visualization in R]
 
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** [https://jokergoo.github.io/circlize_book/book/ Circular Visualization in R]
 

Latest revision as of 20:30, 6 March 2020

Vaa logo.jpg ISSS608 Visual Analytics and Applications

About

Weekly Session

Assignment

Visual Analytics Project

Course Resources

 



Programming Analytical Graphics in R

Content

  • R, RStudio and RMarkdown 101
  • Introducing The Grammar of Graphics
  • ggplot: The Layered Grammar of Graphics
  • The Essential Grammatical Elements in ggplot2
  • Designing Data-drive Graphics for Analysis with ggplot2
  • Extending ggplot2


Readings

Core Readings

Additional Readings

DataCamp Courses

  • Data Visualization with ggplot2 (Part 1)
  • Data Visualization with ggplot2 (Part 2)
  • Data Visualization with ggplot2 (Part 3)
  • Interactive Data Visualization with plotly in R
  • Intermediate Interactive Data Visualization with plotly in R
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