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+ | <font size="5">'''Fundamentals of Data Visualisation'''</font> | ||
+ | |||
+ | |||
+ | =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 | ||
+ | ** Error bars | ||
+ | ** Confidence strips | ||
+ | ** Ridge plot | ||
=Readings= | =Readings= | ||
+ | ==Boxplot== | ||
+ | * [https://towardsdatascience.com/understanding-boxplots-5e2df7bcbd51 Understanding Boxplots] | ||
− | == | + | ==Violin Plots== |
+ | * [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] | ||
− | + | ==Notched Box Plots== | |
− | + | * [https://sites.google.com/site/davidsstatistics/home/notched-box-plots Notched Box Plots] | |
− | |||
− | * [ | ||
− | |||
− | == | + | ==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. | + | |
− | * [https://www. | + | ==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://www.researchgate.net/publication/2671674_Trellis_Displays_vs_Interactive_Graphics Trellis Displays vs. Interactive Graphics] |
=All About Tableau= | =All About Tableau= | ||
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | ==White Paper== |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | * [https://www.tableau.com/sites/default/files/whitepapers/which_chart_or_graph_v2.pdf Which chart or graphis right for you?] |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | * [https://www.tableau.com/sites/default/files/whitepapers/goodenoughtogreat.pdf Good Enough to Great: A Quick Guide for Better Data Visualizations] |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | ==Tutorial== |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | * [https://www.tableau.com/learn/tutorials/on-demand/formatting Formatting] |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | * [https://www.tableau.com/learn/tutorials/on-demand/formatting-pane The Formatting Pane] |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | |
− | * [https://www.tableau.com/learn/tutorials/on-demand/ | + | * [https://www.tableau.com/learn/tutorials/on-demand/getting-started-dashboards-and-stories Getting Started with Dashboards and Stories] |
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/getting-started-calculations Getting Started with Calculation] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/calculation-syntax Calculation Syntax] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/introduction-lod-expressions Introduction to LOD Expressions] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/intro-table-calculations Intro to Table Calculations] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/modifying-table-calculations Modifying Table Calculations] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/aggregate-calculations Aggregate Calculations] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/date-calculations Date Calculations] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/logic-calculations Logic Calculation] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/string-calculations String Calculation] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/number-calculations Number Calculation] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/type-calculations Type Calculation] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/conceptual-topics-lod-expressions Conceptual Topics with LOD Expressions] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/aggregation-and-replication-lod-expressions Aggregation and Replication with LOD Expressions] | ||
+ | |||
+ | * [https://www.tableau.com/learn/tutorials/on-demand/nested-lod-expressions Nested LOD Expressions] | ||
+ | |||
+ | |||
+ | =Visual Analytics Method(s) of the Week= | ||
+ | ==Diverging Stacked Bar Chart== | ||
+ | * [https://www.jstatsoft.org/article/view/v057i05 Design of Diverging Stacked Bar Charts for Likert Scales and Other Applications] | ||
+ | * [https://www.perceptualedge.com/blog/?p=2239 When Are 100% Stacked Bar Graphs Useful?] | ||
+ | * [https://blog.datawrapper.de/divergingbars/ The case against diverging stacked bars] | ||
+ | * [https://www.linkedin.com/pulse/diverging-100-stacked-bars-useless-daniel-zvinca/?published=t Are diverging 100% stacked bars useless?] | ||
+ | * [https://www.datarevelations.com/rethinkingdivergent.html Rethinking the divergent stacked bar chart — placing the stronger views in the center] | ||
+ | |||
+ | ==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'] |
Latest revision as of 20:17, 7 February 2020
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Fundamentals of Data Visualisation
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
- Error bars
- Confidence strips
- Ridge plot
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