Difference between revisions of "Lesson03"
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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 on Statistical Graphics== |
===Boxplot=== | ===Boxplot=== | ||
* [https://towardsdatascience.com/understanding-boxplots-5e2df7bcbd51 Understanding Boxplots] | * [https://towardsdatascience.com/understanding-boxplots-5e2df7bcbd51 Understanding Boxplots] | ||
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* [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] | ||
| − | == | + | ==Readings on Visualising Uncertainty== |
* [https://hbr.org/2016/11/why-its-so-hard-for-us-to-visualize-uncertainty Why It’s So Hard for Us to Visualize Uncertainty] | * [https://hbr.org/2016/11/why-its-so-hard-for-us-to-visualize-uncertainty Why It’s So Hard for Us to Visualize Uncertainty] | ||
* [https://flowingdata.com/2018/01/08/visualizing-the-uncertainty-in-data/ Visualizing the Uncertainty in Data] | * [https://flowingdata.com/2018/01/08/visualizing-the-uncertainty-in-data/ Visualizing the Uncertainty in Data] | ||
Revision as of 16:49, 3 January 2021
ISSS608 Visual Analytics and Applications
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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
- 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
