Difference between revisions of "Lesson 7"

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<font size="5">'''Visualising and Analysing Geographical Data '''</font>
 
  
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=Readings=
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<font size="5">'''High-dimensional Data Visualisation'''</font>
  
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==Core Reading==
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=Content=
  
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* [https://www.yaaka.cc/unit/the-concept-of-map-symbols/ The Concept of Map Symbols]
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* Introduction to Multivariate Data
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* [https://www.axismaps.com/guide/univariate/proportional-symbols/ Proportional Symbols]
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* Trellis
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* [https://en.wikipedia.org/wiki/Choropleth_map Choropleth map]
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* Correlation Matrix
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* [https://www.axismaps.com/guide/univariate/choropleth/ Choropleth Maps]
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* Ternary Plot
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* [https://www.axismaps.com/guide/data/data-classification/ The Basics of Data Classification]
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* Glyphs or Star Plot
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* Heatmap
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* Parallel Coordinate Plot
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* Treemap
  
  
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==Additional Readings==
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=Readings=
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* [https://gisgeography.com/choropleth-maps-data-classification/ Choropleth Maps – A Guide to Data Classification]
 
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* [https://www.axismaps.com/guide/multivariate/bivariate-choropleth/ Bivariate Choropleth]
 
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* [http://andywoodruff.com/blog/value-by-alpha-maps/ Value-by-alpha maps]
 
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* [https://blog.datawrapper.de/choroplethmaps/ What to consider when creating choropleth maps]
 
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* [https://www.directionsmag.com/article/3363 Choropleth Mapping with Exploratory Data Analysis]
 
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* [https://gisgeography.com/cartogram-maps/ Cartogram Maps: Data Visualization with Exaggeration]
 
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* [https://en.wikipedia.org/wiki/Cartogram Cartogram]
 
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=All About Tableau=
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==Core Readings==
  
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==Basic Tutorial==
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* [http://www.perceptualedge.com/articles/b-eye/visual_multivariate_analysis.pdf An Introduction to Visual Multivariate Analysis]
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* [https://search-proquest-com.libproxy.smu.edu.sg/docview/228501277?rfr_id=info%3Axri%2Fsid%3Aprimo Corrgrams: Exploratory Displays for Correlation Matrices]
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* [https://en.wikipedia.org/wiki/Ternary_plot Ternary Plot]
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* [https://link-springer-com.libproxy.smu.edu.sg/content/pdf/10.1007%2F978-3-540-33037-0_8.pdf Multivariate Data Glyphs]
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* [https://link-springer-com.libproxy.smu.edu.sg/content/pdf/10.1007%2F978-3-540-33037-0_25.pdf Parallel Coordinates]
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* [http://en.wikipedia.org/wiki/Heat_map Wikipedia: Heatmap]
  
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* [https://www.tableau.com/learn/webinars/live-training-mapping#video Live Training: Mapping]
 
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* [https://www.tableau.com/learn/tutorials/on-demand/getting-started-mapping?product=tableau_desktop%2Btableau_prep&version=tableau_desktop_2019_3%2Btableau_prep_2019_3_1&topic=mapping Getting Started with Mapping]
 
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* [https://www.tableau.com/learn/tutorials/on-demand/maps-tableau?product=tableau_desktop%2Btableau_prep&version=tableau_desktop_2019_3%2Btableau_prep_2019_3_1&topic=mapping Maps in Tableau]
 
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* [https://www.tableau.com/learn/tutorials/on-demand/editing-unrecognized-locations?product=tableau_desktop%2Btableau_prep&version=tableau_desktop_2019_3%2Btableau_prep_2019_3_1&topic=mapping Editing Unrecognized Location]
 
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* [https://www.tableau.com/learn/tutorials/on-demand/spatial-files?product=tableau_desktop%2Btableau_prep&version=tableau_desktop_2019_3%2Btableau_prep_2019_3_1&topic=mapping Spatial Files]
 
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* [https://www.tableau.com/learn/tutorials/on-demand/density-mark-type?product=tableau_desktop%2Btableau_prep&version=tableau_desktop_2019_3%2Btableau_prep_2019_3_1&topic=mapping The Density Mark Type (Heat maps)]
 
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* [https://www.tableau.com/learn/tutorials/on-demand/expanding-tableaus-mapping-capabilities?product=tableau_desktop%2Btableau_prep&version=tableau_desktop_2019_3%2Btableau_prep_2019_3_1&topic=mapping Expanding Tableau's Mapping Capabilities]
 
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* [https://www.tableau.com/learn/tutorials/on-demand/custom-geocoding?product=tableau_desktop%2Btableau_prep&version=tableau_desktop_2019_3%2Btableau_prep_2019_3_1&topic=mapping Custom Geocoding]
 
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* [https://www.tableau.com/learn/tutorials/on-demand/polygon-maps?product=tableau_desktop%2Btableau_prep&version=tableau_desktop_2019_3%2Btableau_prep_2019_3_1&topic=mapping Polygon Maps]
 
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* [https://www.tableau.com/learn/tutorials/on-demand/background-images?product=tableau_desktop%2Btableau_prep&version=tableau_desktop_2019_3%2Btableau_prep_2019_3_1&topic=mapping Background Images]
 
  
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==Beyond the Basic==
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==Optional Readings==
  
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* [https://www.tableau.com/learn/webinars/advanced-mapping-techniques-tableau Advanced Mapping with Tableau]
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* [http://junkcharts.typepad.com/junk_charts/2010/06/the-scatterplot-matrix-a-great-tool.html The scatter-plot matrix: a great tool]
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* [https://www.tableau.com/learn/whitepapers/10-ways-add-value-your-dashboards-maps 10 ways to add value to your dashboards with maps]
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* [https://search-proquest-com.libproxy.smu.edu.sg/docview/1750838449?rfr_id=info%3Axri%2Fsid%3Aprimo A Graphical Display of Large Correlation Matrices]
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* [https://www.ryansleeper.com/3-ways-to-make-magnificent-maps-in-tableau/ 3 Ways to Make Magnificent Maps in Tableau]
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* [https://www.sciencedirect.com/topics/engineering/ternary-diagram Ternary Diagram]
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* [https://www.ryansleeper.com/how-to-make-trellis-tile-small-multiple-maps-in-tableau/ How to Make Trellis / Tile / Small Multiple Maps in Tableau]
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* [http://csmgeo.csm.jmu.edu/geollab/fichter/Sedrx/readternary.html Reading a Ternary Diagram]
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* [http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/articles/Inselberg-InfoVis97.pdf Multidimensional Detective]
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* [https://eagereyes.org/techniques/parallel-coordinates Parallel Coordinates]
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* [http://www.perceptualedge.com/articles/b-eye/parallel_coordinates.pdf Multivariate Analysis Using Parallel Coordinates]

Revision as of 08:31, 6 February 2020

Va.jpg IS428 Visual Analytics for Business Intelligence

About

Weekly Session

Assignments

Visual Analytics Project

Course Resources

 



High-dimensional Data Visualisation

Content

  • Introduction to Multivariate Data
  • Trellis
  • Correlation Matrix
  • Ternary Plot
  • Glyphs or Star Plot
  • Heatmap
  • Parallel Coordinate Plot
  • Treemap


Readings

Core Readings


Optional Readings

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