Facebook and Twitter are social actors similar to individuals or organizations who are linked together by social interactions. It describes a dynamic social structure by a set of nodes and links. The analysis of socialnetworks, mainly based on graph theories and sociological analysis, aims to study different aspects of these networks. The main aspects are community detection, identification of influential actors, and the study and prediction of the evolution of networks.