Lesson11

From Visual Analytics and Applications
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Vaa logo.jpg ISSS608 Visual Analytics and Applications

About

Weekly Session

Assignment

Visual Analytics Project

Course Resources

 


Network Data Visualisation and Analysis

Content

Introduction to Graph Data Visualisation

  • Basic principles of network graph
  • Graph data visualisation in actions

Network Graph Data

  • Network data sets
  • Graph data format
  • Graph Database

Network Graph Visualisation Tools

  • Designer toolkit
    • Gephi
  • Programmer toolkit
    • R packages

Graph layouts

  • Node-and-link layouts
  • Force-directed layout
  • Node-only layout
  • Adjacency matrix

Visual Attributes

  • Key node attributes
  • Key edge attributes
  • Bundles, shapes, images, and more

Visual Analysis of Network Graphs

  • Relationships
  • Hierarchies
  • Communities
  • Flows
  • Spatial networks

Readings

  • Visual Analysis of Complex Networks for Business Intelligence with Gephi [1]
  • Graph Drawing [2]
  • Graph Analytics - Lesson Learned and Challenges Ahead [3]
  • Learning to Read and Interpret Network Graph Data Visualizations [4]
  • The Visualization of Networks [5]
  • ViZster: Visualizing Online Social Networks [6]
  • Adam Perer. "Finding Beautiful Insights in the Chaos of Social Network Visualizations". In Beautiful Visualization. O’Reilly Press. [7]
  • Visual Complexity [8]

All About R

Wrangling Network Data

Visualisation and Analysis

ggraph

vizNetwork


Circular Plot