Difference between revisions of "Lesson03"

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<font size="5">'''Fundamentals of Visual Analytics'''</font>
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<font size="5">'''Interactivity in Visual Analytics: Principles and Methods'''</font>
  
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=Lesson Outline=
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=Readings=
  
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* Visualising Amounts
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==Core readings==
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** Bar chart
 
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** Pareto chart
 
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** Grouped and stacked bars
 
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** Dot plot
 
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* Visualising Distribution
 
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** Histogram
 
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** Density plot
 
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** Boxplot
 
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** Notched boxplot
 
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** Violin plot
 
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** Q-Q plot
 
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* Visualising Relationships Among Two Continuous Variables
 
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** Scatter plot
 
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* Visualising Associations Among Two Categorical Variables
 
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** Mosaic plot
 
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* Visualising Uncertainty
 
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** Why Visualising Uncertainty?
 
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** Basic Statistical Concepts Related to Uncertainty
 
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** Univariate Graphical Methodes for Visualising Uncertainty
 
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*** Error bars
 
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*** Confidence strips
 
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*** Ridge plot
 
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** Bivariate Graphical Methods for Visuaising Uncertainty
 
  
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=Core Readings=
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* [https://idl.cs.washington.edu/files/2012-InteractiveDynamics-CACM.pdf Dynamics for Visual Analysis]
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* Claus O. Wilke [https://serialmentor.com/dataviz/ Fundamentals of Data Visualization]. Chapter 6-12 and 16.  
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* [https://idl.cs.washington.edu/files/2007-AnimatedTransitions-InfoVis.pdf Animated Transitions in Statistical Data Graphics], IEEE Transactions on Visualization and Computer Graphics, Vol. 13, No. 6, 1240-1247 and the [https://www.youtube.com/watch?v=vLk7mlAtEXI video]
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* [http://www.perceptualedge.com/articles/visual_business_intelligence/coordinated_highlighting_in_context.pdf Coordinated Highlighting in Context]
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* [https://web-a-ebscohost-com.libproxy.smu.edu.sg/ehost/pdfviewer/pdfviewer?vid=1&sid=16eab3bc-b4a2-47b5-9a03-2619822e5ddb%40sessionmgr4007 Cartographic Interaction Primitive: Framework and Synthesis]
  
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==Other Readings==
 
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===Boxplot===
 
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* [https://towardsdatascience.com/understanding-boxplots-5e2df7bcbd51 Understanding Boxplots]
 
  
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===Violin Plots===
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==Optional readings==
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* [https://en.wikipedia.org/wiki/Violin_plot Violin Plot-wikipedia]
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* [http://www.tableausoftware.com/whitepapers/enhancing-visual-analysis-linking-multiple-views-data Enhancing Visual Analysis by Linking Multiple Views of Data]
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* [https://search.proquest.com/openview/dcd68eb137d2d6b08aa23f37e34e0b01/1?pq-origsite=gscholar Hintze, Jerry L.; Nelson, Ray D. (1998). "Violin Plots: A Box Plot-Density Trace Synergism". The American Statistician. 52 (2): 181–4]
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* [https://www.cs.umd.edu/~ben/papers/Shneiderman1996eyes.pdf The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations]
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* [http://www.perceptualedge.com/articles/b-eye/path_to_visual_discovery.pdf The Sunrest Path to Visual Discovery]
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* [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.94.7908&rep=rep1&type=pdf Toward a Deeper Understanding of the Role of Interaction in Information Visualization]
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* [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.25.1333&rep=rep1&type=pdf Snap-together visualization: can users construct and operate coordinated visualizations?]
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* [http://hci.stanford.edu/courses/cs448b/papers/Heer-GeneralizedSelection.pdf Generalized Selection via Interactive Query Relaxation]
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* [http://onlinelibrary.wiley.com.libproxy.smu.edu.sg/doi/10.1002/wics.132/pdf Brushing]
  
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===Notched Box Plots===
 
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* [https://sites.google.com/site/davidsstatistics/home/notched-box-plots Notched Box Plots]
 
  
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===Dot Plots===
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=All About Tableau=
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* [https://search-proquest-com.libproxy.smu.edu.sg/docview/228429978?rfr_id=info%3Axri%2Fsid%3Aprimo Dot plots]
 
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* [http://www.b-eye-network.com/view/2468 Dot Plots: A Useful Alternative to Bar Charts]
 
  
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==Optional Readings on Visualising Uncertainty==
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* [https://www.tableau.com/learn/tutorials/on-demand/sorting Sorting]
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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://www.tableau.com/learn/tutorials/on-demand/drill-down-and-hierarchies Drill Down and Hierarchies]
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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://www.tableau.com/learn/tutorials/on-demand/ways-filter Ways to Filter]
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* [https://medium.com/multiple-views-visualization-research-explained/uncertainty-visualization-explained-67e7a73f031b Uncertainty + Visualization, Explained]
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* [https://www.tableau.com/learn/tutorials/on-demand/using-filter-shelf Using the Filter Shelf]
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* [https://www.tableau.com/learn/tutorials/on-demand/interactive-filters Interactive Filters]
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* [https://www.tableau.com/learn/tutorials/on-demand/where-tableau-filters Where Tableau Filters]
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* [https://www.tableau.com/learn/tutorials/on-demand/additional-filtering-topics Additional Filtering Topics]
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* [https://www.tableau.com/learn/tutorials/on-demand/parameters Parameters]
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* [https://www.tableau.com/learn/tutorials/on-demand/parameter-actions Parameter Actions]
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* [https://www.tableau.com/learn/tutorials/on-demand/tooltips Basic Tooltips]
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* [https://www.tableau.com/learn/tutorials/on-demand/viz-tooltip Viz in Tooltip]
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* [https://www.tableau.com/learn/tutorials/on-demand/dashboard-interactivity-using-actions Dashboard Interactivity Using Actions]
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* [https://www.tableau.com/about/blog/2020/2/bring-your-data-life-viz-animations Create data that moves you with viz animations]
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* [https://www.tableau.com/about/blog/2020/3/benefits-animating-your-data-visualisations The benefits of animating your data visualisations]
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* [https://www.youtube.com/watch?v=wYkP51pO11E Tableau in Motion: Tableau’s New Native Viz Animations]
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* [https://www.youtube.com/watch?v=fxbARiWgZBY How to use Animations in Tableau 2020.1]
  
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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]
 
  
  
 
=Visual Analytics Method(s) of the Week=
 
=Visual Analytics Method(s) of the Week=
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==Packed Bars==
 
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* [https://community.jmp.com/t5/JMP-Blog/Introducing-packed-bars-a-new-chart-form/ba-p/39972# Introducing packed bars, a new chart form]
 
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* [https://cran.r-project.org/web/packages/rPackedBar/index.html rPackedBar: Packed Bar Charts with 'plotly']
 
  
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==Visualising Uncertainty==
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==Scatterplot with marginal Distribution==
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* [https://www.datarevelations.com/showing-uncertainty.html Showing uncertainty in survey results]
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* [https://things-about-r.tumblr.com/post/124004085689/scatter-plots-with-marginal-densities-an-example Scatter Plots with Marginal Densities – An Example for Doing Exploratory Data Analysis with Tableau and R]
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* [http://drawingwithnumbers.artisart.org/?s=Not+a+funnel+cake Not a funnel cake, nor funnel charts, it’s funnel plots!]
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* [https://www.tableau.com/about/blog/2015/11/how-make-scatterplot-marginal-histograms-45811 Got a Scatter Plot? Learn How to Add Marginal Histograms]
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* [https://www.youtube.com/watch?v=HgYzplb5XAU Funnel Plot in Tableau]
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* [https://playfairdata.com/how-to-make-marginal-histograms-and-bar-charts-in-tableau/ How to Make Marginal Histograms and Bar Charts in Tableau]
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* [https://kb.tableau.com/articles/howto/creating-error-bars Creating Error Bars or CI Bars]
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* [https://www.datarevelations.com/marginal-histograms.html Marginal Histograms — They’re Not Just for Scatterplots]
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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]
 

Latest revision as of 12:28, 25 January 2021

Vaa logo.jpg ISSS608 Visual Analytics and Applications

About

Weekly Session

Assignment

Visual Analytics Project

Course Resources

 


Interactivity in Visual Analytics: Principles and Methods

Readings

Core readings


Optional readings


All About Tableau


Visual Analytics Method(s) of the Week

Scatterplot with marginal Distribution

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