If you take the tiny bit of carbon dioxide and the tiny tiny bit of water vapor out of the air, then you're breathing a mixture like that right now.
What you would have left is a mixture of oxygen, nitrogen, neon, argon, Krypton, and a few other elements. The carbon dioxide and water vapor in air are the only components that are not pure elements.