There is no right or wrong answer to this question. Some people prefer to peel their oranges before juicing, while others do not. Peeling the oranges can help remove any pesticides or chemicals that may be on the skin, but it also removes some of the nutrients. If you do not mind sacrificing some of the nutrients, then peeling the oranges is probably a good idea.