Difference between revisions of "Lesson02"
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* Claus O. Wilke [https://serialmentor.com/dataviz/ Fundamentals of Data Visualization]. Chapter 6-12 and 16. | * Claus O. Wilke [https://serialmentor.com/dataviz/ Fundamentals of Data Visualization]. Chapter 6-12 and 16. | ||
| − | =Readings= | + | ==Other Readings== |
| − | ==Boxplot== | + | ===Boxplot=== |
* [https://towardsdatascience.com/understanding-boxplots-5e2df7bcbd51 Understanding Boxplots] | * [https://towardsdatascience.com/understanding-boxplots-5e2df7bcbd51 Understanding Boxplots] | ||
| − | ==Violin Plots== | + | ===Violin Plots=== |
* [https://en.wikipedia.org/wiki/Violin_plot Violin Plot-wikipedia] | * [https://en.wikipedia.org/wiki/Violin_plot Violin Plot-wikipedia] | ||
* [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] | * [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] | ||
| − | ==Notched Box Plots== | + | ===Notched Box Plots=== |
* [https://sites.google.com/site/davidsstatistics/home/notched-box-plots Notched Box Plots] | * [https://sites.google.com/site/davidsstatistics/home/notched-box-plots Notched Box Plots] | ||
| − | ==Dot Plots== | + | ===Dot Plots=== |
* [https://search-proquest-com.libproxy.smu.edu.sg/docview/228429978?rfr_id=info%3Axri%2Fsid%3Aprimo Dot plots] | * [https://search-proquest-com.libproxy.smu.edu.sg/docview/228429978?rfr_id=info%3Axri%2Fsid%3Aprimo Dot plots] | ||
* [http://www.b-eye-network.com/view/2468 Dot Plots: A Useful Alternative to Bar Charts] | * [http://www.b-eye-network.com/view/2468 Dot Plots: A Useful Alternative to Bar Charts] | ||
| − | ==Trellis Display== | + | ===Trellis Display=== |
* [https://www-jstor-org.libproxy.smu.edu.sg/stable/1390777?seq=1#metadata_info_tab_contents The Visual Design and Control of Trellis Display] | * [https://www-jstor-org.libproxy.smu.edu.sg/stable/1390777?seq=1#metadata_info_tab_contents The Visual Design and Control of Trellis Display] | ||
* [https://onlinelibrary-wiley-com.libproxy.smu.edu.sg/doi/full/10.1002/wics.121 Trellis display] | * [https://onlinelibrary-wiley-com.libproxy.smu.edu.sg/doi/full/10.1002/wics.121 Trellis display] | ||
* [https://www.researchgate.net/publication/2671674_Trellis_Displays_vs_Interactive_Graphics Trellis Displays vs. Interactive Graphics] | * [https://www.researchgate.net/publication/2671674_Trellis_Displays_vs_Interactive_Graphics Trellis Displays vs. Interactive Graphics] | ||
| + | |||
| + | ===Error Plots=== | ||
| + | * [https://en.wikipedia.org/wiki/Error_bar Error bar] | ||
| + | * [https://d-nb.info/1151959243/34 The dot plot: A graphical tool for data analysis and presentation] | ||
| + | |||
| + | ===Funnel Plots=== | ||
| + | * [https://www.perceptualedge.com/articles/visual_business_intelligence/variation_and_its_discontents.pdf Variation and Its Discontents: Funnel Plots for Fair Comparisons] | ||
| + | * [https://understandinguncertainty.org/fertility What are the chances of successful fertility treatment?] | ||
| + | * [https://understandinguncertainty.org/three-fold-variation-uk-bowel-cancer-death-rates Three-fold variation in UK bowel cancer death rates(?)] | ||
| + | * [https://pophealthmetrics.biomedcentral.com/articles/10.1186/1478-7954-9-58 Using funnel plots in public health surveillance] | ||
| + | * [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] | ||
| + | * [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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=Visual Analytics Method(s) of the Week= | =Visual Analytics Method(s) of the Week= | ||
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Revision as of 14:44, 22 December 2020
ISSS608 Visual Analytics and Applications
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Fundamentals of Visual Analytics
Contents
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
- Claus O. Wilke Fundamentals of Data Visualization. Chapter 6-12 and 16.
Other Readings
Boxplot
Violin Plots
- Violin Plot-wikipedia
- Hintze, Jerry L.; Nelson, Ray D. (1998). "Violin Plots: A Box Plot-Density Trace Synergism". The American Statistician. 52 (2): 181–4
Notched Box Plots
Dot Plots
Trellis Display
- The Visual Design and Control of Trellis Display
- Trellis display
- Trellis Displays vs. Interactive Graphics
Error Plots
Funnel Plots
- Variation and Its Discontents: Funnel Plots for Fair Comparisons
- What are the chances of successful fertility treatment?
- Three-fold variation in UK bowel cancer death rates(?)
- Using funnel plots in public health surveillance
- Graph Makeover: Where same-sex couples live in the US
- Using maps and funnel plots to explore variation in place of death from cancer within London, 2002–2007
All About Tableau
White Paper
- Which chart or graphis right for you?
- Good Enough to Great: A Quick Guide for Better Data Visualizations
Tutorial
Visual Analytics Method(s) of the Week
Diverging Stacked Bar Chart
- Design of Diverging Stacked Bar Charts for Likert Scales and Other Applications
- When Are 100% Stacked Bar Graphs Useful?
- The case against diverging stacked bars
- Are diverging 100% stacked bars useless?
- Rethinking the divergent stacked bar chart — placing the stronger views in the center
Packed Bars
Visualising Uncertainty
Optional Readings
- Why It’s So Hard for Us to Visualize Uncertainty
- Visualizing the Uncertainty in Data
- Uncertainty + Visualization, Explained
