Abstract: 
The availability of large datasets has allowed scientists to probe the dynamics of social systems to unprecedented levels of details. We will provide a general overview of the main problems and give a few specific examples in three fields, namely:
a) Language Dynamics 
b) Community Detection 
c) Citation Analysis