Example visualization as an output of our general outlier detection procedure. 25% of buildings in the Croman and Kushner portfolios meet the preliminary outlier criteria, which is a substantial amount of buildings in a portfolio to be outliers (especially compared to the other bad actors and a few random samples of 50 buildings).