更新时间：2021-08-06 19:22:54
coverpage
Mastering Gephi Network Visualization
Credits
About the Author
Acknowledgments
About the Reviewers
www.PacktPub.com
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Preface
What this book covers
What you need for this book
Who this book is for
Conventions
Reader feedback
Customer support
Chapter 1. Fundamentals of Complex Networks and Gephi
Graph applications
A network graph analysis primer
Overviewing Gephi
Primary windows
Secondary windows – tabs
Essential plugins
Summary
Chapter 2. A Network Graph Framework
A proposed process flow
Creating an example graph
Analyzing the graph
Modifying the graph
Exporting the graph
Chapter 3. Selecting the Layout
Overviewing the layout types
Assessing your graphing needs
Layout strengths and weaknesses
Testing layouts
Layout selection criteria
Graph aesthetics
Chapter 4. Network Patterns
Contagion and diffusion
Clustering and homophily
Network growth patterns
Using Gephi generators
Viewing a contagion network
Viewing network diffusion
Network clustering
Identifying homophily
Chapter 5. Working with Filters
The filtering theory
Primary filtering functions in Gephi
Using simple filters
Working with complex filters
Chapter 6. Graph Statistics
Overview of graph statistics
Interpreting graph statistics
Application of statistical measures
Chapter 7. Segmenting and Partitioning a Graph
Partitioning and clustering options
Partitioning and clustering examples
Chapter 8. Dynamic Networks
When to use DNA
Topology-based DNA
Attribute-based DNA
Creating dynamic GEXF files
Chapter 9. Taking Your Graph Beyond Gephi
Overview of the available tools
Exporting a web graph
Chapter 10. Putting It All Together
Using Gephi to understand existing networks
Creating new Gephi projects
Anticipating the future of network analysis
Appendix A. Data Sources and Other Web Resources
Data sources
Web resources
Import processes
Bibliography
Index
