The Times began including death certificate data reconciled by the C.D.C., resulting in a one-day increase in total deaths. More about reporting anomalies or changes The Times has identified reporting anomalies or methodology changes in the data. Department of Health and Human Services and are subject to historical revisions. Hospitalizations and test positivity are reported based on dates assigned by the U.S. viral test specimens tested by laboratories and state health departments and reported to the federal government. Hospitalization numbers early in the pandemic are undercounts due to incomplete reporting by hospitals to the federal government. Dips and spikes could be due to inconsistent reporting by hospitals. Figures for Covid patients in hospitals and I.C.U.s are the most recent number of patients with Covid-19 who are hospitalized or in an intensive care unit on that day. Cases and deaths data are assigned to dates based on when figures are publicly reported. The seven-day average is the average of the most recent seven days of data. Department of Health and Human Services (test positivty, hospitalizations, I.C.U.
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