Physics beyond the Standard Model in final states with multiple high transverse momentum jets is currently being searched for using a fit based extrapolation technique. This has several drawbacks, the main being the evaluation of systematic uncertanties due to the choice of fit function. We propose the Hemispheres Method, a novel data driven technique derived at Weizmann.