Mastering Gephi network visualization : produce advanced network graphs in Gephi and gain valuable insights into your network datasets /

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Cherven, Ken (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham, UK : Packt Publishing, 2015.
Colección:Community experience distilled.
Temas:
Social sciences > Network analysis.
Social networks > Data processing.
Graphic methods > Computer programs.
Charts, diagrams, etc. > Computer programs.
Sciences sociales > Analyse de réseau.
Réseaux sociaux > Informatique.
Tableaux, graphiques, etc. > Logiciels.
PSYCHOLOGY > Social Psychology.
Charts, diagrams, etc. > Computer programs
Graphic methods > Computer programs
Social sciences > Network analysis
Acceso en línea:Texto completo
Texto completo
Tabla de Contenidos:
  • 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.
  • Link communities (Metrics)Give color to nodes (Tools); Summary; Chapter 2: A Network Graph Framework; A proposed process flow; Identifying an idea or topic; Determining the final output; Identifying the data sources; Formatting the data for Gephi; Importing data into Gephi; Viewing the initial graph layout; Selecting a layout; Analyzing the graph; Modifying the graph; Exporting the graph; Creating an example graph; Identifying the topic; Finding the data source; Formatting the data for Gephi; Importing the data; Viewing the initial network; Selecting an appropriate layout.
  • The Force Atlas layoutThe Fruchterman-Reingold layout; The Radial Axis layout; The Yifan hu layout; ARF; Analyzing the graph; Modifying the graph; Exporting the graph; Summary; Chapter 3: Selecting the Layout; Overviewing the layout types; The force-based layouts; The ARF layout; Force Atlas; Force Atlas 2; Force Atlas 3D; The Fruchterman-Reingold algorithm; The OpenOrd algorithm; The Yifan Hu algorithm; The Yifan Hu Proportional layout; The Yifan Hu Multilevel approach; Tree layouts; DAG layout; Circular layouts; The Circular layout; The Concentric layout; The Dual Circle layout.
  • Radial layoutsThe Hiveplot layout; The Radial Axis layout; Geographic layouts; The Geo layout; The Maps of Countries layout; Additional layouts; The Isometric layout; The Multipartite layout; The Layered layout; Network Splitter 3D; Additional layout tools; Assessing your graphing needs; Actual example
  • The Miles Davis network; Analysis goal; Dataset parameters; Network density; Network behaviors; Network display; Temporal elements; Interactivity; Layout strengths and weaknesses; Testing layouts; Testing the ARF layout; Concentric layout; Testing the Radial Axis layout.

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