Dear Foodie: Olive Oil vs Canola Oil

Dear Foodie, I have been hearing a lot lately about the merits of olive oil versus canola oil in particular. It appears from my quick review that canola is cheaper though the health benefits of the Mediterranean Diet make me choose from the myriad of olive oil choices. What am I to do?