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Chapter 2. A Network Graph Framework

As one embarks on the task of creating a network graph, it quickly becomes apparent that neither is there a shortage of topics to visualize, nor is there a lack of data detailing many potential sets of network relationships. The more difficult task is to determine what we choose to visualize and how to move from a simple idea to a finished graph. In this chapter, you will be exposed to a proposed framework that details how this author goes through the entire process from the initial idea to a final published graph. The chapter will then take you through an actual example, where we can begin creating a network graph together.

In the following sections, I will discuss my personal approach to create a finished graph using the following:

  • Identifying an idea or topic to pursue
  • Determining the final output
  • Identifying the data source(s) needed to populate the graph
  • Formatting the data for Gephi according to the required naming conventions
  • Importing data into Gephi to begin working on the graph
  • Viewing the initial network created by Gephi to help understand the network structure
  • Selecting a layout that will be appropriate for the network
  • Analyzing the graph using a variety of Gephi filters and statistics
  • Modifying the graph with color, size, and other features provided within Gephi
  • Exporting the graph to external formats for additional customization or deployment (optional)

After completing the process, we'll create and export our own graph. By the end of the chapter, you should be comfortable with a general process to prepare and create network graphs using either the steps presented in this chapter, or through using a flow of your own creation.

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