This paper mainly studies the classical DBSCAN algorithm in density-based clustering algorithm,firstly expounds and analyzes the DBSCAN algorithm from the level of algorithm theory,then uses the DBSCAN algorithm to carry out simulation experiments,and finally analyzes the employment rate of each region.