Graph Analysis and Visualization: Discovering Business Opportunity in Linked Data

Introduction xvii PART 1 Overview Chapter 1 Why Graphs? 3 Chapter 2 A Graph for Every Problem 27 PART 2 Process and Tools Chapter 3 Data--Collect, Clean, and Connect 55 Chapter 4 Stats and Layout 87 Chapter 5 Visual Attributes 125 Chapter 6 Explore and Explain 157 Chapter 7 Point-and-Click Graph Tools 187 Chapter 8 Lightweight Programming 223 PART 3 Visual Analysis of Graphs Chapter 9 Relationships 275 Chapter 10 Hierarchies 293 Chapter 11 Communities 315 Chapter 12 Flows 351 Chapter 13 Spatial Networks 389 PART 4 Advanced Techniques Chapter 14 Big Data 419 Chapter 15 Dynamic Graphs 449 Chapter 16 Design 473 Glossary 497 Index 501