9. Taking Your Graph Beyond Gephi | Mastering Gephi Network Visualization

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Table Of Contents

Mastering Gephi Network Visualization

4.6 (8)

Mastering Gephi Network Visualization

4.6 (8)

Overview of this book

This book is intended for anyone interested in advanced network analysis. If you wish to master the skills of analyzing and presenting network graphs effectively, then this is the book for you. No coding experience is required to use this book, although some familiarity with the Gephi user interface will be helpful.

Preface

Preface

What this book covers

What you need for this book

Who this book is for

Conventions

Reader feedback

Customer support

Free Chapter

1. Fundamentals of Complex Networks and Gephi

1. Fundamentals of Complex Networks and Gephi

Graph applications

A network graph analysis primer

Overviewing Gephi

Primary windows

Secondary windows – tabs

Essential plugins

Summary

2. A Network Graph Framework

2. A Network Graph Framework

A proposed process flow

Creating an example graph

Analyzing the graph

Modifying the graph

Exporting the graph

Summary

3. Selecting the Layout

3. Selecting the Layout

Overviewing the layout types

Assessing your graphing needs

Layout strengths and weaknesses

Testing layouts

Layout selection criteria

Graph aesthetics

Summary

4. Network Patterns

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

Summary

5. Working with Filters

5. Working with Filters

The filtering theory

Primary filtering functions in Gephi

Using simple filters

Working with complex filters

Summary

6. Graph Statistics

6. Graph Statistics

Overview of graph statistics

Interpreting graph statistics

Application of statistical measures

Summary

7. Segmenting and Partitioning a Graph

7. Segmenting and Partitioning a Graph

Partitioning and clustering options

Partitioning and clustering examples

Summary

8. Dynamic Networks

8. Dynamic Networks

When to use DNA

Topology-based DNA

Attribute-based DNA

Creating dynamic GEXF files

Summary

9. Taking Your Graph Beyond Gephi

9. Taking Your Graph Beyond Gephi

Overview of the available tools

Exporting a web graph

Summary

10. Putting It All Together

10. Putting It All Together

Using Gephi to understand existing networks

Creating new Gephi projects

Anticipating the future of network analysis

Summary

A. Data Sources and Other Web Resources

A. Data Sources and Other Web Resources

Data sources

Web resources

Import processes

Bibliography

Index

Index

Exporting a web graph

We've just learned about the three primary options for exporting an interactive graph to the Web. We'll walk through the process using each of the three choices. I'll also provide some examples of other graphs created using the SigmaExporter option, which I hope will give you an idea of the possibilities.

Let's begin with the Seadragon tool. If you want to follow along, make sure the plugin is installed in your version of Gephi. If not, download and install it using the Gephi plugins option from the Plugins menu under Tools. For this example, we'll use the familiar project I created that explores all 48 studio albums of jazz legend Miles Davis. The file can be found at https://app.box.com/s/177yit0fdovz1czgcecp.

Seadragon

Our first example will be using Seadragon. Follow the process discussed earlier to export the graph by navigating to the File | Export | Seadragon Web menu selection. Set your location, size, and margin options in the dialog screen, and create the graph...

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Tech Concepts

36

Programming languages

73

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