Difference between revisions of "Lesson03"

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<font size="5">'''Fundamentals of Data Visualisation'''</font>
 
<font size="5">'''Fundamentals of Data Visualisation'''</font>
 +
 +
 +
=Lesson Outline=
 +
 +
* Getting Smarter about Visual Information
 +
** The evil is at the data
 +
* 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=
 
=Readings=
 +
==Boxplot==
 +
* [https://towardsdatascience.com/understanding-boxplots-5e2df7bcbd51 Understanding Boxplots]
  
−
==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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==Notched Box Plots==
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* [https://sites.google.com/site/davidsstatistics/home/notched-box-plots Notched Box Plots]
 +
 
 +
==Dot Plots==
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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]
 +
 
 +
==Trellis Display==
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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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* [https://onlinelibrary-wiley-com.libproxy.smu.edu.sg/doi/full/10.1002/wics.121 Trellis display]
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* [https://www.researchgate.net/publication/2671674_Trellis_Displays_vs_Interactive_Graphics Trellis Displays vs. Interactive Graphics]
 +
 
 +
==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]
  
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* [https://idl.cs.washington.edu/files/2012-InteractiveDynamics-CACM.pdf Dynamics for Visual Analysis]
 
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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-b-ebscohost-com.libproxy.smu.edu.sg/ehost/detail/detail?vid=0&sid=32a58290-97c7-4c6e-9dfb-fedbc9a1d0ca%40pdc-v-sessmgr03&bdata=JnNpdGU9ZWhvc3QtbGl2ZSZzY29wZT1zaXRl#db=asn&AN=84122964 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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* [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://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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* [https://www.cc.gatech.edu/~stasko/papers/infovis08-anim.pdf Effectiveness of Animation in Trend Visualization]
 
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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?]
 
−
* [http://hci.stanford.edu/courses/cs448b/papers/Heer-GeneralizedSelection.pdf Generalized Selection via Interactive Query Relaxation]
 
  
  
 
=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]

Revision as of 19:38, 22 January 2020

Vaa logo.jpg ISSS608 Visual Analytics and Applications

About

Weekly Session

Assignment

Visual Analytics Project

Course Resources

 


Fundamentals of Data Visualisation


Lesson Outline

  • Getting Smarter about Visual Information
    • The evil is at the data
  • 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

Funnel Plots



All About Tableau

White Paper

Tutorial

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