Everyone has been involved in extensive data building thanks to the proliferation of powerful computers and widespread availability of the internet. No nation’s education system is complete without a system for evaluating physical education programs, and the data collected from these programs must also be carefully considered. With the help of data mining technologies, decision makers may unearth valuable insights buried in massive datasets, which in turn can bolster crucial policy choices. This article’s goal is to investigate and assess the data mining method for evaluating sports. After providing a brief overview of data mining’s foundational ideas, this essay builds on our nation’s existing sports assessment system by expanding its core technology and using data mining to enhance and augment it. This article examines several aspects of the physical education assessment system’s development while methodically outlining its theoretical foundation, ideas, and fundamental principles. Data mining-based physical education assessment systems are more popular and practical than their more conventional counterparts, according to the research.