Risk scores that measure the extent of accounting manipulation and fraud in publicly available financial statements in a point-in-time dataset from December 1999. These are proprietary scores that early-detect and predict the likelihood of share price collapse of publicly listed companies, and can be used as a price factor when building portfolios.