The paper carries out quantitative statistical analysis on UMLS Metathesaurus's total number of concepts, the term overlap between different source vocabularies, the number of concepts with definition, the relationship of concepts and the semantic type, which can be used for medical vocabulary evaluation and other knowledge organization system construction applications.