NIST has tables of thermodynamic properties of gasses over a wide range of parameters. (Here is a large pdf for nitrogen up to 900 MPa.) The data proves that you are 100% correct -- even at circa 9000 times the atmospheric pressure, the density of nitrogen is still only 1.07 g/cm^(3) (at room temperature).