Lesson05
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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
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
- Basic concept of graph
- Data and graph
- Where to find the data?
Network Graph Drawing
- Hierarchical tress
- Spanning trees
- Networks
- Directed graphs
- Treemaps
Network Graph Layout Techniques
- Force-directed techniques
- Multidimensional scaling
- The pulling under constrains model
- Bipartite graphs
Applications of Network Visualisation