The shelf life of sweet potatoes depends on a variety of factors, such as the best by date, the preparation method and how they were stored. Sweet potatoes and yams not only have a creamy sweet texture but they are also high in fiber and beta-carotene. They are almost always on the Thanksgiving menu.