This answer is not correct. In order for a compound to dissolve in a solvent, it must have physical interactions with the solvent molecules..."like dissolves like". Nitrogen gas does have non-bonding electron pairs that can form hydrogen bonds to water (but only in one direction) but it is not polar and thus has limited solubility in water.