Federal judicial voting demonstrates group polarization with real (non-experimental) data: Democratic appointees vote much more liberally on all-Democratic three-judge panels than when a Republican is present, and Republicans likewise vote far more conservatively on all-Republican panels, with each becoming more moderate when an opposing appointee is present.