Embodiments of this invention encompass a method for producing and purifying rebaudioside C. In particular, this invention relates to a method for purifying rebaudioside C compositions to obtain a substantially pure rebaudioside C product using one or more crystallization steps. Resulting polymorphic forms of rebaudioside C, substantially pure rebaudioside C compositions and their uses are disclosed.