The power and flexibility of a network depends not just on the number of connections, but on the quality of the connections. Here is a fantastic intro to the concept of graphs and networks.

It helps in understanding the difference between the Social Graph which differs from a social network, which consists of who an individual is connected to based on the existence/strength of (one type of) connection, such as work.