Before revision:  We simulate a population with empirical contact distributions coming out of lockdown . Simulations show that targeting hubs dramatically improves containment. Our results further suggest two concrete procedures for identifying high-contact individuals: acquaintance sampling and employment-based targeting .
After revision:  We simulate a population with empirical contact distributions coming out of lockdown . Simulations show that targeting hubs robustly improves containment .