Electronic health record (EHR) data was collected and compiled from 96 hospitals in the US, France, Italy, Germany, and Singapore from the 4 CE. Due to the privacy issue, some sites optionally obfuscated the values by replacing them with a coding number. The dataset includes daily new case count, patients to the ICU and the death numbers. It also provides the number of unmasked and masked site, and give the upper bound of the coding number for calculation.