Oils high in monounsaturated fats include olive, canola, peanut, avocado and almond oil. However, only olive, coconut, and peanut should be considered for cooking purposes. Canola oil has seen a lot of bad pressfor several reasons including claimed negative health effects. Most of these claims are unsupported at this time.