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| | + | <font size="5">'''Building Visual Analytics WebApps with R and Shiny'''</font> |
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| − | <font size="5">'''Network Visualisation and Analysis: Knowledge Discovery in Linked Data'''</font>
| + | = Content = |
| | | | |
| − | == Content ==
| + | * What is a Visual Analytics WebApps? |
| | + | * Why building Visual Analytics WebApps? |
| | + | * Evolution of web-based Technology |
| | + | * Introducing Shiny |
| | + | ** Building a simple ShinyApp |
| | + | ** Basic concepts of reactivity and customising reactive features |
| | + | ** Customising ShinyApp |
| | | | |
| − | Data Visualisation Through Their Graph Representation
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| − | * Basic concept of graph
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| − | * Data and graph
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| − | * Where to find the data?
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| | | | |
| − | Network Graph Drawing
| + | =All About Shiny= |
| − | * Hierarchical tress
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| − | * Spanning trees
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| − | * Networks
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| − | * Directed graphs
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| − | * Treemaps
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| | | | |
| − | Network Graph Layout Techniques
| + | ==Getting Started== |
| − | * Force-directed techniques | + | * [https://shiny.rstudio.com/ Shiny from R Studio] |
| − | * Multidimensional scaling | + | * [https://shiny.rstudio.com/tutorial/ Learn Shiny] |
| − | * The pulling under constrains model | + | * [http://shiny.rstudio.com/reference/shiny/latest/ Function reference] |
| − | * Bipartite graphs | + | * [https://shiny.rstudio.com/images/shiny-cheatsheet.pdf The Shiny Cheat sheet] |
| | + | * [https://bookdown.org/tpemartin/shiny_intro/shiny-part-i.html Shiny 入門] |
| | | | |
| − | Applications of Network Visualisation | + | ==Shiny Applications== |
| − | * Organisation network | + | * [https://shiny.rstudio.com/gallery/ Gallery] |
| − | * Business network [http://www.theyrule.net/2004/tr2.php] | + | * [https://community.rstudio.com/t/shiny-contest-winners-2019-full-list/36347 Shiny Contest Winners 2019 - Full List] |
| − | * Political network [http://www.cs.umd.edu/hcil/socialaction/] | + | * [http://freerangestats.info/blog/2018/05/13/nz-govt-shinyapps Fifteen New Zealand government Shiny web apps] |
| − | * Social network [http://hci.stanford.edu/jheer/projects/vizster/] | + | * [https://nzprimarysectortrade.wordpress.com/2018/10/15/introducing-the-new-zealand-trade-intelligence-dashboard/ Introducing the New Zealand Trade Intelligence Dashboard] |
| − | * News network
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| | | | |
| | | | |
| − | = Network Graph Visualisation and Analysis Tool in R = | + | = Shiny-based Dashboard Development Tools= |
| | + | * [http://rstudio.github.io/shinydashboard/ http://rstudio.github.io/shinydashboard/ shinydashboard] |
| | + | * [https://rmarkdown.rstudio.com/flexdashboard/ flexdashboard] |
| | | | |
| − | == Network graph data wrangling==
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| | | | |
| − | * [https://cran.r-project.org/web/packages/tidygraph/index.html Tidygraph]
| + | =Webminer= |
| − | * [https://www.data-imaginist.com/2017/introducing-tidygraph/ Introducing tidygraph] | + | * [https://resources.rstudio.com/vimeo-webinars/dynamic-dashboards-with-shiny Dynamic Dashboards with Shiny] |
| − | * [https://www.data-imaginist.com/2018/tidygraph-1-1-a-tidy-hope/ tidygraph 1.1 – A tidy hope]
| + | * [https://resources.rstudio.com/rstudio-conf-2017/building-dashboards-with-shiny-tutorial-joe-cheng-amp-winston-chang Building Dashboards with Shiny Tutorial] |
| − | * [https://www.data-imaginist.com/slides/rstudioconf2018/assets/player/keynotedhtmlplayer#0 Tidying up your network analysis with tidygraph and ggraph]
| + | * [https://resources.rstudio.com/rstudio-conf-2017/dashboards-made-easy-sean-lopp Dashboards made easy] |
| − | * [http://www.questionflow.org/2018/03/06/tao-of-tidygraph/ Tao of Tidygraph]
| + | * [https://resources.rstudio.com/rstudio-conf-2020/styling-shiny-apps-with-sass-and-bootstrap-4-joe-cheng Styling Shiny apps with Sass and Bootstrap 4] |
| − | | |
| − | == Network graph analysis and visualisation packages in R ==
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| − | | |
| − | * [https://cran.r-project.org/web/packages/igraph/index.html igraph] | |
| − | * [https://cran.r-project.org/web/packages/network/ network]
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| − | * [https://cran.r-project.org/web/packages/sna/index.html sna]
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| − | | |
| − | == Network graph visualisation packages in R==
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| − | | |
| − | * [https://cran.r-project.org/web/packages/ggraph/index.html ggraph: An Implementation of Grammar of Graphics for Graphs and Networks]
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| − | ** [https://cran.r-project.org/web/packages/ggraph/vignettes/Edges.html Edges]
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| − | ** [https://cran.r-project.org/web/packages/ggraph/vignettes/Layouts.html Layouts]
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| − | ** [https://cran.r-project.org/web/packages/ggraph/vignettes/Nodes.html Nodes]
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| − | ** [https://www.data-imaginist.com/2019/1-giraffe-2-giraffe-go/ 1 giraffe, 2 giraffe, GO!]
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| − | | |
| − | * [https://briatte.github.io/ggnet/ ggnet2 of GGarray]
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| − | * [https://cran.r-project.org/web/packages/geomnet/index.html geomnet: Network Visualization in the 'ggplot2' Framework]
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| − | ** [https://github.com/sctyner/geomnet The geomnet package]
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| − | * [https://cran.r-project.org/web/packages/ggnetwork/ ggnetwork: Geometries to Plot Networks with 'ggplot2']
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| − | ** [https://cran.r-project.org/web/packages/ggnetwork/vignettes/ggnetwork.html ggnetwork: Network geometries for ggplot2]
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| − | | |
| − | == High Recommended ==
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| − | | |
| − | * [https://cran.r-project.org/web/packages/ggraph/vignettes/tidygraph.html tidygraph and ggraph]
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| − | * [https://shirinsplayground.netlify.com/2018/03/got_network/ Another Game of Thrones network analysis]
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| − | * [https://rstudio-pubs-static.s3.amazonaws.com/298685_7ca83d01093a4ed79479197945d3783d.html ggmap and ggraph]
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| − | * Visual Analytics Projects
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| − | ** [https://wiki.smu.edu.sg/1617t3isss608g1/Introduction Discovering traffic patterns by using network graph visualisations]
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| − | ** [https://wiki.smu.edu.sg/1617t3isss608g1/ShinyNET shinyNET: A web-based flight data visualisation toolkit using R Shiny and ggraph]
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| − | ** [https://wiki.smu.edu.sg/1617t3isss608g1/ISSS608_2016-17_T3_Group8_Arules_Project_Proposal VRshiny: An Application for better business decision making - Visualizing Association Rules with Network Diagram in Shiny]
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| − | ** [https://wiki.smu.edu.sg/1718t1isss608g1/ISSS608_2017-18_T1_Group5_Proposal Linking the globe: An Interactive Dashboard for Exploring Aviation Expansion Along the "Belt and Road"]
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| − |
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| − | | |
| − | == Interactive network graph visualisation packages in R ==
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| − | | |
| − | * [https://cran.r-project.org/web/packages/visNetwork/index.html visNetwork: Network Visualization using 'vis.js' Library]
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| − | ** [https://cran.r-project.org/web/packages/visNetwork/vignettes/Introduction-to-visNetwork.html Introduction to visNetwork]
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| − | ** [https://datastorm-open.github.io/visNetwork/ visNetwork, an R package for interactive network visualization]
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| − | ** [https://rcrastinate.blogspot.com/2018/09/network-visualization-of-football.html Network visualization of football transfers using the 'visNetwork' package]
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| − | ** [https://www.statworx.com/de/blog/interactive-network-visualization-with-r/ Interactive Network Visualization with R]
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| − | ** [https://markrstevenson.com/blog/o4M13O7ErOCXpT1Dfaiq Network Visualisation with visNetwork]
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| − | ** [https://wesslen.github.io/text%20mining/topic-networks/ Using R to Detect Communities of Correlated Topics]
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| − | ** [https://www.showmeshiny.com/hungarian-interbank-lending/ Network analysis of the Hungarian interbank lending market]
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| − | ** [https://www.biorxiv.org/content/10.1101/080036v1.full Netpredictor: R and Shiny package to perform Drug-Target Bipartite network analysis and prediction of missing links]
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| − | ** For more example, refer to [https://www.google.com/search?sa=N&q=visNetwork+in+R&tbm=isch&source=univ&client=firefox-b-d&ved=2ahUKEwj-xcz78r3jAhWb8HMBHTcAA5g4FBCwBHoECAYQAQ&biw=1536&bih=722 Images for visNetwork in R]
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| − | | |
| − | * [https://cran.r-project.org/web/packages/networkD3/index.html networkD3: D3 JavaScript Network Graphs from R]
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| − | ** [https://christophergandrud.github.io/networkD3/ networkD3]
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| − | | |
| − | | |
| − | = Network Graph Visualisation and Analysis Tool =
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| − | | |
| − | '''Gephi'''
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| − | | |
| − | * Webpage [http://gephi.org/]
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| − | | |
| − | * Download [http://gephi.org/users/download/]
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| − | | |
| − | * Tutorial: Quick Start [http://gephi.org/users/quick-start/], Visualization [http://gephi.org/users/tutorial-visualization/], and Layouts [http://gephi.org/users/tutorial-layouts/]
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| − | | |
| − | * Forum [http://forum.gephi.org/]
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| − | | |
| − | | |
| − | = Readings =
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| − | | |
| − | * Visual Analysis of Complex Networks for Business Intelligence with Gephi [https://hal.archives-ouvertes.fr/hal-00828795/document]
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| − | * Graph Drawing [http://en.wikipedia.org/wiki/Graph_drawing]
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| − | * Graph Analytics - Lesson Learned and Challenges Ahead [https://www.cs.umd.edu/users/ben/papers/Wong2011Graph.pdf]
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| − | * Learning to Read and Interpret Network Graph Data Visualizations [http://noduslabs.com/cases/learn-read-interpret-network-graphs-data-visualization/]
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| − | * The Visualization of Networks [http://www.vismaster.eu/news/von/]
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| − | * ViZster: Visualizing Online Social Networks [http://hci.stanford.edu/jheer/projects/vizster/early_design/]
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| − | * Adam Perer. "Finding Beautiful Insights in the Chaos of Social Network Visualizations". In '''Beautiful Visualization'''. O’Reilly Press. [http://perer.org/papers/adamPerer-BV_ch10.pdf]
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| − | * Visual Complexity [http://www.visualcomplexity.com/vc/]
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IS428 Visual Analytics for Business Intelligence
