Staying at Cornelias place was a pleasant experience. My room was small but cozy, I had access to all common areas and could come and leave, even late at night.
Though not in the immediate centre of Madrid, the place had a good metro and bus connection and there was never a problem going somewhere. Also, supermarkets in the neighborhood were easily reachable by foot.