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. 2021 Nov 4;11:21650. doi: 10.1038/s41598-021-01034-7

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© The Author(s) 2021

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Tests and death rates in metropolitan regions, France, March–May 2020. Panel (A): Test rate: number of RT-PCR tests divided by the number of patients admitted to hospitals for COVID-19. Panel (B): Death rate: number of deaths in hospitals due to COVID-19 divided by the number of patients admitted to hospitals. We used shapefiles for regions and departments to construct the maps and compute the contiguity matrix. PACA is in the top 20% of regions that test more and in the bottom 20% of regions that have the lowest fatality ratios. Data are freely

available at https://www.sae-diffusion.sante.gouv.fr/.