The goal of this research was to identify the morphological diversity of 59 genotypes of Solanum phureja Juz. el Buk. According to the descriptors of the CIP (lnternational Potato Center) the data were evaluated in two research centers of Corpoica (Mosquera) and ICA (Soacha) villages. The data was analyzed through simple and multivariate statistics such as: correlation, principal components, cluster, and multidimensional analyses. The first ten principal components give 76% of the total variability. The cluster analysis and multidimensional scaling refereed eight genotypes groups. The multivariate analysis showed the most important variables for the characterization and identification, which were (V25 tuber's general shapes), V26 (tuber's races shapes), V18 (tuber's skin primary color), V20 (tuber's skin secondary color), V34 (flowering level) and V9 (pistil pigmentation).