The power and flexibility of a network--whether a simple group of casual neighbors or a complex next generation communication network--depends not just on the number of connections, but on the quality of the nodes, and more important, the type of nodes. Below is a fantastic intro to the concept of graphs and networks. It helps in understanding the a social graph and how it differs from a social network.