You can definitely fry dough in olive oil, however it may not be the best option for everything you deep fry. Olive oil has a wonderful pungent flavor and when something is fried in olive oil, it takes on this flavor. In this Frittelle recipe, I recommend frying in peanut oil because it has very little flavor and it also tolerates a higher heat than olive oil.