The article presents a tool for analysing transcribed and annotated video recordings. The tool relies on a network representation of the data, where the nodes derive from categories of activities. Following a summary of the observed learning situation, it is suggested how anthropological theory of the didactical (ATD) and communities of practice (CoP) can be incorporated in the network representation in order to investigate student discussion networks in physics classrooms.