Typically people use pecans to make homemade chocolate turtle candy. And you certainly can too. Pecans and walnuts are often interchangeable in recipes. I love the extra flavor that comes with the walnuts. I really think you should give this candy a try using the walnuts, but you can certainly swap it for pecans, cashews, almonds, or even brazil nuts if you wanted. The choice is totally yours in this case.