Difference between revisions of "Lesson02"
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** Mosaic plot | ** Mosaic plot | ||
* Visualising Uncertainty | * Visualising Uncertainty | ||
| − | * Why Visualising Uncertainty? | + | ** Why Visualising Uncertainty? |
** Basic Statistical Concepts Related to Uncertainty | ** Basic Statistical Concepts Related to Uncertainty | ||
** Univariate Graphical Methodes for Visualising Uncertainty | ** Univariate Graphical Methodes for Visualising Uncertainty | ||
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** Bivariate Graphical Methods for Visuaising Uncertainty | ** Bivariate Graphical Methods for Visuaising Uncertainty | ||
| + | ==Core Readings== | ||
| + | * [https://serialmentor.com/dataviz/visualizing-uncertainty.html Chapter 16 Visualizing uncertainty] of [https://serialmentor.com/dataviz/ Fundamentals of Data Visualization] | ||
=Readings= | =Readings= | ||
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<font size="5">'''Visualising Uncertainty'''</font> | <font size="5">'''Visualising Uncertainty'''</font> | ||
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==Optional Readings== | ==Optional Readings== | ||
Revision as of 14:35, 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
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
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
Visual Analytics Method(s) of the Week
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
