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<font size="5">'''Fundamentals of Data Visualisation'''</font>
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=Lesson Outline=
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* Visualising Amounts
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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
 +
* Visualising Distribution
 +
** Histogram
 +
** 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
 +
** Mosaic plot
 +
* Visualising Uncertainty
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** Error bars
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** Confidence strips
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** Ridge plot
  
  
 
=Readings=
 
=Readings=
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==Boxplot==
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* [https://towardsdatascience.com/understanding-boxplots-5e2df7bcbd51 Understanding Boxplots]
  
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==Core readings==
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==Violin Plots==
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* [https://en.wikipedia.org/wiki/Violin_plot Violin Plot-wikipedia]
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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://idl.cs.washington.edu/files/2012-InteractiveDynamics-CACM.pdf Dynamics for Visual Analysis]
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==Notched Box Plots==
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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://sites.google.com/site/davidsstatistics/home/notched-box-plots Notched Box Plots]
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* [https://web-b-ebscohost-com.libproxy.smu.edu.sg/ehost/pdfviewer/pdfviewer?vid=1&sid=6fd59fd7-fdea-4a01-bab0-9538841f54c6%40pdc-v-sessmgr05 Cartographic Interaction Primitive: Framework and Synthesis]
 
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* [http://onlinelibrary.wiley.com.libproxy.smu.edu.sg/doi/10.1002/wics.132/pdf Brushing]
 
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* [http://vis.berkeley.edu/papers/animated_transitions/2007-AnimatedTransitions-InfoVis.pdf Animated Transitions in Statistical Data Graphics]
 
  
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==Optional readings==
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==Dot Plots==
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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.libproxy.smu.edu.sg/docview/228429978?rfr_id=info%3Axri%2Fsid%3Aprimo Dot plots]
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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.b-eye-network.com/view/2468 Dot Plots: A Useful Alternative to Bar Charts]
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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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* [https://www.cc.gatech.edu/~stasko/papers/infovis08-anim.pdf Effectiveness of Animation in Trend Visualization]
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==Trellis Display==
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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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* [https://www-jstor-org.libproxy.smu.edu.sg/stable/1390777?seq=1#metadata_info_tab_contents The Visual Design and Control of Trellis Display]
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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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* [https://onlinelibrary-wiley-com.libproxy.smu.edu.sg/doi/full/10.1002/wics.121 Trellis display]
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* [http://hci.stanford.edu/courses/cs448b/papers/Heer-GeneralizedSelection.pdf Generalized Selection via Interactive Query Relaxation]
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* [https://www.researchgate.net/publication/2671674_Trellis_Displays_vs_Interactive_Graphics Trellis Displays vs. Interactive Graphics]
  
  
 
=All About Tableau=
 
=All About Tableau=
  
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* [https://www.tableau.com/learn/tutorials/on-demand/sorting Sorting]
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==White Paper==
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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://www.tableau.com/learn/tutorials/on-demand/ways-filter Ways to Filter]
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* [https://www.tableau.com/sites/default/files/whitepapers/which_chart_or_graph_v2.pdf Which chart or graphis right for you?]
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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/sites/default/files/whitepapers/goodenoughtogreat.pdf Good Enough to Great: A Quick Guide for Better Data Visualizations]
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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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==Tutorial==
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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/formatting Formatting]
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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/formatting-pane The Formatting Pane]
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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/learn/tutorials/on-demand/getting-started-dashboards-and-stories Getting Started with Dashboards and Stories]
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* [https://www.tableau.com/learn/tutorials/on-demand/getting-started-calculations Getting Started with Calculation]
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* [https://www.tableau.com/learn/tutorials/on-demand/calculation-syntax Calculation Syntax]
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* [https://www.tableau.com/learn/tutorials/on-demand/introduction-lod-expressions Introduction to LOD Expressions]
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* [https://www.tableau.com/learn/tutorials/on-demand/intro-table-calculations Intro to Table Calculations]
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* [https://www.tableau.com/learn/tutorials/on-demand/modifying-table-calculations Modifying Table Calculations]
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* [https://www.tableau.com/learn/tutorials/on-demand/aggregate-calculations Aggregate Calculations]
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* [https://www.tableau.com/learn/tutorials/on-demand/date-calculations Date Calculations]
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* [https://www.tableau.com/learn/tutorials/on-demand/logic-calculations Logic Calculation]
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* [https://www.tableau.com/learn/tutorials/on-demand/string-calculations String Calculation]
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* [https://www.tableau.com/learn/tutorials/on-demand/number-calculations Number Calculation]
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* [https://www.tableau.com/learn/tutorials/on-demand/type-calculations Type Calculation]
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* [https://www.tableau.com/learn/tutorials/on-demand/conceptual-topics-lod-expressions Conceptual Topics with LOD Expressions]
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* [https://www.tableau.com/learn/tutorials/on-demand/aggregation-and-replication-lod-expressions Aggregation and Replication with LOD Expressions]
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* [https://www.tableau.com/learn/tutorials/on-demand/nested-lod-expressions Nested LOD Expressions]
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=Visual Analytics Method(s) of the Week=
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==Diverging Stacked Bar Chart==
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* [https://www.jstatsoft.org/article/view/v057i05 Design of Diverging Stacked Bar Charts for Likert Scales and Other Applications]
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* [https://www.perceptualedge.com/blog/?p=2239 When Are 100% Stacked Bar Graphs Useful?]
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* [https://blog.datawrapper.de/divergingbars/ The case against diverging stacked bars]
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* [https://www.linkedin.com/pulse/diverging-100-stacked-bars-useless-daniel-zvinca/?published=t Are diverging 100% stacked bars useless?]
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* [https://www.datarevelations.com/rethinkingdivergent.html Rethinking the divergent stacked bar chart — placing the stronger views in the center]
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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']

Latest revision as of 20:17, 7 February 2020

Vaa logo.jpg ISSS608 Visual Analytics and Applications

About

Weekly Session

Assignment

Visual Analytics Project

Course Resources

 


Fundamentals of Data Visualisation


Lesson Outline

  • Visualising Amounts
    • Bar chart
    • Pareto chart
    • Grouped and stacked bars
    • Dot plot
  • Visualising Distribution
    • Histogram
    • Density plot
    • Boxplot
    • Notched boxplot
    • Violin plot
    • Q-Q plot
  • Visualising Relationships Among Two Continuous Variables
    • Scatter plot
  • Visualising Associations Among Two Categorical Variables
    • Mosaic plot
  • Visualising Uncertainty
    • Error bars
    • Confidence strips
    • Ridge plot


Readings

Boxplot

Violin Plots

Notched Box Plots

Dot Plots

Trellis Display


All About Tableau

White Paper

Tutorial


Visual Analytics Method(s) of the Week

Diverging Stacked Bar Chart

Packed Bars

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