Based on the data application requirements of health and family planning supervision, the paper introduces the big data characteristics and application architecture of national health and family planning supervision, analyzes the regions with frequently occurred illegal medical practice cases nationwide by making use of big data technology, describes relevant influencing factors of illegal medical practice, and provides application strategy for reducing occurrence rate of illegal medical practice cases nationwide.