Buy whole walnut halves or pieces. The chopped ones are usually rancid. When I worked in a bakery, my boss hated walnuts because they were "bitter". She was convinced her customers hated them, too. She always bought the nasty rancid kind that came already chopped. Gee, maybe there was a connection there?