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 Visual Analytics
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* Why Visualising Uncertainty?
* Graph Visualisation in Actions
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* Basic Statistical Concepts Related to Uncertainty
* Basic Principles of Graph
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* Univariate Graphical Methodes for Visualising Uncertainty
* Network data sets
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* Bivariate Graphical Methods for Visuaising Uncertainty
** Graph data format
 
Network Visualisation and Analysis
 
Network visualisation and analysis process model
 
Graph layouts and visual attributes
 
Network metrics
 
Network Data Processing, Visualisation and Analysis with R
 
  
  
Data Visualisation Through Their Graph Representation
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=Readings=
*  Basic concept of graph
 
*  Data and graph
 
*  Where to find the data?
 
  
Network Graph Drawing
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==Core Readings==
*  Hierarchical tress
 
*  Spanning trees
 
*  Networks
 
*  Directed graphs
 
*  Treemaps
 
  
Network Graph Layout Techniques
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* [https://serialmentor.com/dataviz/visualizing-uncertainty.html Chapter 16 Visualizing uncertainty] of [https://serialmentor.com/dataviz/ Fundamentals of Data Visualization]
* Force-directed techniques
 
*  Multidimensional scaling
 
*  The pulling under constrains model
 
*  Bipartite graphs
 
  
Applications of Network Visualisation
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==Optional Readings==
* Organisation network
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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]
* Business network [http://www.theyrule.net/2004/tr2.php]
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* [https://flowingdata.com/2018/01/08/visualizing-the-uncertainty-in-data/ Visualizing the Uncertainty in Data]
* Political network [http://www.cs.umd.edu/hcil/socialaction/]
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* [https://medium.com/multiple-views-visualization-research-explained/uncertainty-visualization-explained-67e7a73f031b Uncertainty + Visualization, Explained]
* Social network [http://hci.stanford.edu/jheer/projects/vizster/]
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* News network
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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]
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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