Difference between revisions of "Lesson05"

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<font size="5">'''Network Data Visualisation and Analysis'''</font>
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<font size="5">'''Visualising Uncertainty'''</font>
  
== Content ==
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=Content=
  
Introduction to Graph Data Visualisation
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* Why Visualising Uncertainty?
* Basic principles of network graph
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* Basic Statistical Concepts Related to Uncertainty
* Graph data visualisation in actions
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* Univariate Graphical Methodes for Visualising Uncertainty
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* Bivariate Graphical Methods for Visuaising Uncertainty
  
Network Graph Data
 
* Network data sets
 
* Graph data format
 
* Graph Database
 
  
Network Graph Visualisation Tools
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=Readings=
* Designer toolkit
 
** Gephi
 
* Programmer toolkit
 
** R packages
 
  
Graph layouts
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==Core Readings==
* Node-and-link layouts
 
* Force-directed layout
 
* Node-only layout
 
* Adjacency matrix
 
  
Visual Attributes
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* [https://serialmentor.com/dataviz/visualizing-uncertainty.html Chapter 16 Visualizing uncertainty] of [https://serialmentor.com/dataviz/ Fundamentals of Data Visualization]
* Key node attributes
 
* Key edge attributes
 
* Bundles, shapes, images, and more
 
  
Visual Analysis of Network Graphs
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==Optional Readings==
* Relationships
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* [https://hbr.org/2016/11/why-its-so-hard-for-us-to-visualize-uncertainty Why It’s So Hard for Us to Visualize Uncertainty]
* Hierarchies
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* [https://flowingdata.com/2018/01/08/visualizing-the-uncertainty-in-data/ Visualizing the Uncertainty in Data]
* Communities
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* [https://medium.com/multiple-views-visualization-research-explained/uncertainty-visualization-explained-67e7a73f031b Uncertainty + Visualization, Explained]
* Flows
 
* Spatial networks
 
  
= Readings =
 
  
== Core readings==
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=Visual Analytics Method(s) of the Week=
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==Error Plots==
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* [https://en.wikipedia.org/wiki/Error_bar Error bar]
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* [https://d-nb.info/1151959243/34 The dot plot: A graphical tool for data analysis and presentation]
  
== Other readings==
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==Funnel Plots==
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* [https://www.perceptualedge.com/articles/visual_business_intelligence/variation_and_its_discontents.pdf Variation and Its Discontents: Funnel Plots for Fair Comparisons]
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* [https://understandinguncertainty.org/fertility What are the chances of successful fertility treatment?]
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* [https://understandinguncertainty.org/three-fold-variation-uk-bowel-cancer-death-rates Three-fold variation in UK bowel cancer death rates(?)]
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* [https://pophealthmetrics.biomedcentral.com/articles/10.1186/1478-7954-9-58 Using funnel plots in public health surveillance]
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* [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]
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* [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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=All About Tableau=
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* [https://www.datarevelations.com/showing-uncertainty.html Showing uncertainty in survey results]
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* [http://drawingwithnumbers.artisart.org/?s=Not+a+funnel+cake Not a funnel cake, nor funnel charts, it’s funnel plots!]
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* [https://www.youtube.com/watch?v=HgYzplb5XAU Funnel Plot in Tableau]
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* [https://kb.tableau.com/articles/howto/creating-error-bars Creating Error Bars or CI Bars]
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* [https://www.theinformationlab.co.uk/2019/10/25/standard-errors-and-confidence-intervals-in-tableau/ Standard errors and confidence intervals in Tableau]

Latest revision as of 07:44, 15 February 2020