Objective To summarise the unfolding of the COVID-19 epidemic among slum dwellers and different social strata in the city of Buenos Aires during the first 20 weeks after the first reported case. Design Observational study using a time-series analysis. Natural experiment in a big city. https://www.diegojavierfares.com/