Difference between revisions of "Lesson05"

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<font size="5">'''Visualising and Analysing High-dimensional Data '''</font>
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<font size="5">'''Visualising Uncertainty'''</font>
  
 
=Content=
 
=Content=
  
* Introduction to High-dimensional Data
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* Why Visualising Uncertainty?
* Trellis
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* Basic Statistical Concepts Related to Uncertainty
* Correlation Matrix
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* Univariate Graphical Methodes for Visualising Uncertainty
* Ternary Plot
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* Bivariate Graphical Methods for Visuaising Uncertainty
* Glyphs or Star Plot
 
* Heatmap
 
* Parallel Coordinate Plot
 
  
  
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==Core Readings==
 
==Core Readings==
  
* [http://www.perceptualedge.com/articles/b-eye/visual_multivariate_analysis.pdf An Introduction to Visual Multivariate Analysis]  
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* [https://serialmentor.com/dataviz/visualizing-uncertainty.html Chapter 16 Visualizing uncertainty] of [https://serialmentor.com/dataviz/ Fundamentals of Data Visualization]  
* [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]
 
  
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==Optional Readings==
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* [https://hbr.org/2016/11/why-its-so-hard-for-us-to-visualize-uncertainty Why It’s So Hard for Us to Visualize Uncertainty]
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* [https://flowingdata.com/2018/01/08/visualizing-the-uncertainty-in-data/ Visualizing the Uncertainty in Data]
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* [https://medium.com/multiple-views-visualization-research-explained/uncertainty-visualization-explained-67e7a73f031b Uncertainty + Visualization, Explained]
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=Visual Analytics Method(s) of the Week=
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==Error Plots==
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* [https://en.wikipedia.org/wiki/Error_bar Error bar]
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* [https://d-nb.info/1151959243/34 The dot plot: A graphical tool for data analysis and presentation]
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==Funnel Plots==
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* [https://www.perceptualedge.com/articles/visual_business_intelligence/variation_and_its_discontents.pdf Variation and Its Discontents: Funnel Plots for Fair Comparisons]
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* [https://understandinguncertainty.org/fertility What are the chances of successful fertility treatment?]
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* [https://understandinguncertainty.org/three-fold-variation-uk-bowel-cancer-death-rates Three-fold variation in UK bowel cancer death rates(?)]
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* [https://pophealthmetrics.biomedcentral.com/articles/10.1186/1478-7954-9-58 Using funnel plots in public health surveillance]
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* [https://community.jmp.com/t5/JMP-Blog/Graph-Makeover-Where-same-sex-couples-live-in-the-US/ba-p/30616 Graph Makeover: Where same-sex couples live in the US]
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* [https://pdfs.semanticscholar.org/516b/afaccbd9b9bf82c9afdf507121f1a52e3093.pdf Using maps and funnel plots to explore variation in place of death from cancer within London, 2002–2007]
  
==Optional Readings==
 
  
* [http://junkcharts.typepad.com/junk_charts/2010/06/the-scatterplot-matrix-a-great-tool.html The scatter-plot matrix: a great tool]
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=All About Tableau=
* [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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* [https://www.datarevelations.com/showing-uncertainty.html Showing uncertainty in survey results]
* [https://www.sciencedirect.com/topics/engineering/ternary-diagram Ternary Diagram]
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* [http://drawingwithnumbers.artisart.org/?s=Not+a+funnel+cake Not a funnel cake, nor funnel charts, it’s funnel plots!]
* [http://csmgeo.csm.jmu.edu/geollab/fichter/Sedrx/readternary.html Reading a Ternary Diagram]
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* [https://www.youtube.com/watch?v=HgYzplb5XAU Funnel Plot in Tableau]
* [http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/articles/Inselberg-InfoVis97.pdf Multidimensional Detective]
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* [https://kb.tableau.com/articles/howto/creating-error-bars Creating Error Bars or CI Bars]
* [https://eagereyes.org/techniques/parallel-coordinates Parallel Coordinates]
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* [https://www.theinformationlab.co.uk/2019/10/25/standard-errors-and-confidence-intervals-in-tableau/ Standard errors and confidence intervals in Tableau]
* [http://www.perceptualedge.com/articles/b-eye/parallel_coordinates.pdf Multivariate Analysis Using Parallel Coordinates]
 

Latest revision as of 07:44, 15 February 2020