  We present a review of global searches at the Tevatron with D0 detector. The
strategy involves splitting the data from the Tevatron into many final states
and looking for signs of new physics in the high $p_T$ tails of various
distributions using SLEUTH algorithm. We analyzed 117 D0 final states and 5543
D0 distributions. No evidence of new physics is found. The two discrepant final
states arise from detector modeling issues.
