Title: Renormalization group maps for Ising models in lattice gas variables We consider real space renormalization group maps, e.g., the majority rule transformation, in the lattice gas variables. We show that in these variables individual coefficients in the renormalized Hamiltonian only depend on a finite number of values of the renormalized Hamiltonian. We introduce a numerical method which computes the values of the renormalized Hamiltonian with high accuracy and so computes the coefficients in the lattice gas variables with high accuracy. For the criticial nearest neighbor Ising model on the square lattice with the majority rule transformation, we compute over 1,000 different coefficients in the lattice gas variable representation of the renormalized Hamiltonian and study the decay of these coefficients. We find that they decay exponentially in some sense but with a slow decay rate. We also show that the coefficients in the spin variables are sensitive to the truncation method used to compute them. Paper archived at http://arxiv.org/abs/0905.2601