Go to school are those who are enrolled and actively participating in education both in the formal education level in the form of basic education namely Primary / equivalent and Junior High School / equivalent, secondary education, namely High School / equivalent and higher education, namely Higher Education / equivalent) and non-formal Package A equivalent to elementary school, package B is equivalent to junior high school and packet C is equivalent to senior high school) which is under the supervision of the Ministry of National Education, School (APS) is the proportion of school children at certain educational levels in the age group that matches the education level. Symptoms of a low level of education characterize that investment in human resources has not been carried out adequately. The purpose of this study was to determine the profile of the province of West Java by grouping districts and cities in West Java based on the School Participation Rate in order to provide recommendations to the relevant agencies. The usefulness of this research is to provide scientific references for the West Java government in making policies. The data used is secondary data collected by the Central Bureau of Statistics. The results of the analysis using Biplot's Principal Component Analysis, obtained a map of the similarity of districts and cities based on school participation rates, diversity of school participation rates, correlation of school participation rates.