Bitterness can come from underripe fruit (although a lot of times they'll just be sour or less flavorful), lack of juice is usually something that has been stored too long and dried out. ... If the skin is tight on the fruit, it is either not ripe or it is drying out (or it's not a mandarin or clementine).