Systems and techniques that can be used for analyzing a social network or any other type of entity networks. In an effort to preserve the privacy rights of individuals, a model of a real entity network can be generated that is a balanced representation of the entity network, and various tests can be performed on metadata in the model. For example, the model network can be generated based on only two data portions: the total number of nodes in the network and the number of relations per node.