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Understanding Graphs: Nodes, Edges, and Relationships in Social Networks

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Explore the structure of graphs in social networks based on research by Peter Bearman, James Moody, and Katherine Stovel. Learn about nodes, edges, and operations on graphs, with a focus on adolescent romantic and sexual networks.

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Understanding Graphs: Nodes, Edges, and Relationships in Social Networks

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  1. Graphs Ruth Anderson CSE 140 University of Washington

  2. A graph contains nodes and edges Chicago Seattle Salt Lake City San Francisco Dallas

  3. + 350 students in no romantic and/or sexual relationship From: “Chains of Affection: The Structure of Adolescent Romantic and Sexual Networks”, American Journal of Sociology,by Peter Bearmanof (Columbia), James Moody (Ohio State), and Katherine Stovel (U. of Washngton);

  4. Graphs • A graph can be thought of as either of: • a collection of edges • Each edge represents some relationship • for each node, a collection of neighbors • The neighbors are those connected by an edge

  5. Operations on a graph Creation: • Create an empty graph Querying: • Look up a node: Does it exist? What are its neighbors? • Look up an edge (= a pair of nodes): does it exist? (You know the nodes it connects.) • Iterate through the nodes or edges Modification: • Add/remove a node • Add/remove an edge

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