COVID-19 risk exposure was associated with the density of dormitory, social ties, and visit areas. The migrant worker hub in the city center was the most frequently visited for essential services of grocery shopping and remittance, followed by southcentral areas mainly for social gathering. The hub was positioned as the core with the highest degree of centrality with a cluster of workers exposed to COVID-19.