The purpose of this study is to determine the number and detect companies that commit fraud so can be categorized as manipulators, non-manipulators gray companies. This research uses quantitative with descriptive approach. object used in a Manufacturing Company listed on Indonesia Stock Exchange (IDX) 2016-2019. sample was taken using purposive sampling technique. analyzes data eight types fina...