The purpose of this study is to analyze the independence and competence of internal auditors in improving audit quality results. In the quality management cycle. the role of both external and internal auditors cannot be separated. The Auditor Activity Report provides various feedback for improvement. https://iwbnixchdne8.timeblog.net/70688122/travel-behavior-analysis-using-2016-qingdao-s-household-traffic-surveys-and-baidu-electric-map-api-data