Neither do I or me neither are just like informal expressions, actually when someone say like " Me neither " it's the opposit of " Me either " just like that "n" means NOT, but it isn't right to say, " Me not either " Haha, please don't do that! Actually I think that neither do I is a little bit ugly to say, I don't like to use it...