  We study a networked version of the minority game in which agents can choose
to follow the choices made by a neighbouring agent in a social network. We show
that for a wide variety of networks a leadership structure always emerges, with
most agents following the choice made by a few agents. We find a suitable
parameterisation which highlights the universal aspects of the behaviour and
which also indicates where results depend on the type of social network.
