The visualizations on this page are from our publication "International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries" (see JAMA Network Open published).

← Pediatric Data


Geographic distribution of pediatric hospitals in 4CE.

How to use

Points on the map are scaled by the number of 4CE hospitals in each city. Hover your mouse over the points on the map to view more details.


In some cases, the data reported by sites contained outliers or possibly incorrect units. These values were not removed from the visualizations to maintain the integrity of the data.

This website and its contents herein, including all data, visualization, and analysis, is provided to the public strictly for academic research purposes. The data has numerous limitations and confounders that need to be better evaluated as more data is acquired. Reliance on this website for medical guidance or clinical judgement is strictly prohibited.

Source Code

The code used to generate the plots on this page can be found in the covidclinical/visualization-notebooks GitHub repository.