Difference between revisions of "Lesson03"
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==Visualising Uncertainty== | ==Visualising Uncertainty== | ||
* [https://www.datarevelations.com/showing-uncertainty.html Showing uncertainty in survey results] | * [https://www.datarevelations.com/showing-uncertainty.html Showing uncertainty in survey results] | ||
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* [https://kb.tableau.com/articles/howto/creating-error-bars Creating Error Bars or CI Bars] | * [https://kb.tableau.com/articles/howto/creating-error-bars Creating Error Bars or CI Bars] | ||
* [https://www.theinformationlab.co.uk/2019/10/25/standard-errors-and-confidence-intervals-in-tableau/ Standard errors and confidence intervals in Tableau] | * [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= | ||
| + | ==Packed Bars== | ||
| + | * [https://community.jmp.com/t5/JMP-Blog/Introducing-packed-bars-a-new-chart-form/ba-p/39972# Introducing packed bars, a new chart form] | ||
| + | * [https://cran.r-project.org/web/packages/rPackedBar/index.html rPackedBar: Packed Bar Charts with 'plotly'] | ||
Revision as of 16:51, 3 January 2021
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.
Readings on Statistical Graphics
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
Readings on Visualising Uncertainty
- Why It’s So Hard for Us to Visualize Uncertainty
- Visualizing the Uncertainty in Data
- Uncertainty + Visualization, Explained
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
Visualising Uncertainty
- Showing uncertainty in survey results
- Not a funnel cake, nor funnel charts, it’s funnel plots!
- Funnel Plot in Tableau
- Creating Error Bars or CI Bars
- Standard errors and confidence intervals in Tableau
