Before revision:  We simulate a population with empirical contact distributions coming out of lockdown . Simulations show that targeting hubs dramatically improves containment.
After revision:  We simulate a population embedded in a network with empirically observed contact frequencies . Simulations show that targeting hubs dramatically improves containment.