Mastering Gephi Network Visualization

Mastering Gephi Network Visualization

by Cherven, Ken

Type Book
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Mastering Gephi Network Visualization will take you through an overview of Gephi and network behavior, followed by detailed chapters addressing layouts, filtering, graph statistics, dynamic graphs, and more. You will begin with a concise overview of working with the Gephi interface. You will then see how to create your own graphs and understand the graph layouts to arrange a sample dataset. You will understand the theory behind Dynamic Network Analysis, followed by sample applications on how Ge…

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Title Statements

  • Full title :Mastering Gephi Network Visualization.

Summary

Mastering Gephi Network Visualization will take you through an overview of Gephi and network behavior, followed by detailed chapters addressing layouts, filtering, graph statistics, dynamic graphs, and more. You will begin with a concise overview of working with the Gephi interface. You will then see how to create your own graphs and understand the graph layouts to arrange a sample dataset. You will understand the theory behind Dynamic Network Analysis, followed by sample applications on how Gephi can be used to model these networks. You will also learn about the plugins that are most critical for network analysis and graph creation. Finally, you will put together all the previously learned concepts and gain insight on the future state of network graph analysis. After reading this book and following the examples provided, you will have the confidence and expertise to create your own compelling graphs.

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Edition Statements

  • Publication Date:2015.

Publication Statements

The Physical Object

  • Description:1 online resource

Edition Identifiers

  • ISBN:9781783987351, 1783987359, 1783987340, 9781783987344
  • oclc:ocn969033782
  • LC Classification:HM741

Table of Contents

Cover; Copyright; Credits; About the Author; Acknowledgments; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Fundamentals of Complex Networks and Gephi; Graph applications; Collaboration graphs; Who-Talks-to-Whom graphs; Information linkages; Technological networks; Natural world networks; A network graph analysis primer; Paths and connectivity; Paths; Cycles; Connectivity; Network structure; Centrality; Components; Giant components and clustering; Homophily; Density; Network behaviors; Contagion and diffusion; Network growth; Overviewing Gephi; Primary windows

Data laboratoryManual entry; CSV import; Excel import; MySQL import; Graph file import; Graph window; Preview window; Secondary windows (tabs); The filtering tab; The statistics tab; The layouts tab; Essential plugins; Clustering -- Chinese Whispers; Data laboratory; Data laboratory helper; Exports; Sigmajs Exporter; Seadragon Web Export; Graph Streaming; ExportToEarth; Generator -- Complex Generators plugin; Layout; The multipartite layout; The hive plot layout; The concentric layout; The OpenOrd layout; The circular layout; The layered layout; The ARF layout; Additional plugins

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