across U.S. manufacturing establishments. We find that robotics adoption and robot intensity (the number of robots per … we call Robot Hubs, have far more robots than one would expect even after accounting for industry and manufacturing … employment. We characterize these Robot Hubs along several industry, demographic, and institutional dimensions. The presence of …