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Estimated COVID-19 infection prevalence. Estimated population share of COVID-19 infections (quantiles 0.025, 0.5 and 0.975), from 22 January to 23 July 2020, for the 10 countries that have the largest numbers of reported deaths from COVID-19 as of 23 July 2020. Own calculations using estimates of Verity et al.,21 United Nations World Population Prospects23 and Johns Hopkins University Center for Systems Science and Engineering16
