Difference between revisions of "Lesson04"

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<font size="5">'''Fundamentals of Visual Analytics'''</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
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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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* Claus O. Wilke [https://serialmentor.com/dataviz/ Fundamentals of Data Visualization]. Chapter 6-12 and 16.
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==Readings on Statistical Graphics==
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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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* [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]
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===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]
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==Readings on Visualising Uncertainty==
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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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===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]
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=All About Tableau=
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==Visualising Uncertainty==
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* [https://www.datarevelations.com/showing-uncertainty.html Showing uncertainty in survey results]
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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.youtube.com/watch?v=HgYzplb5XAU Funnel Plot 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.theinformationlab.co.uk/2019/10/25/standard-errors-and-confidence-intervals-in-tableau/ Standard errors and confidence intervals in Tableau]
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=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']

Latest revision as of 19:58, 24 January 2021

Vaa logo.jpg ISSS608 Visual Analytics and Applications

About

Weekly Session

Assignment

Visual Analytics Project

Course Resources

 


Fundamentals of Visual Analytics

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
    • Why Visualising Uncertainty?
    • Basic Statistical Concepts Related to Uncertainty
    • Univariate Graphical Methodes for Visualising Uncertainty
      • Error bars
      • Confidence strips
      • Ridge plot
    • Bivariate Graphical Methods for Visuaising Uncertainty

Core Readings

Readings on Statistical Graphics

Boxplot

Violin Plots

Notched Box Plots

Dot Plots

Readings on Visualising Uncertainty

Error Plots

Funnel Plots


All About Tableau

Visualising Uncertainty


Visual Analytics Method(s) of the Week

Packed Bars

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