We investigate the steady state properties of a randomly driven dissip
ative gas. As the number of particles is increased power-law spatial c
orrelations in the density and velocity are seen to develop, and the e
xponents are found to be independent of the model details. We show how
the critical properties of this system can be understood in terms of
a one particle model which is amenable to exact analysis.