# COVID-19 in France Analysis Report

## Justyna Kowalska and Julia Świątkowska

This report presents a comprehensive analysis of COVID-19 data in France, focusing on cases, deaths, hospitalizations, and vaccinations. The data is visualized through various plots and maps to provide insights into the pandemic's progression.

## Maps

## Hospitalizations & Deaths

## Comparisons with Poland

## Hospitalizations, Deaths, ICU

## Vaccinations

Vaccination Rate

## New Cases by Region

COVID-19 Cases, Deaths, and Vaccination Rates by Region

Region | Total Cases | Cases per 100 | Total Deaths | Vaccination Rate (%)
--- | --- | --- | --- | ---
Auvergne et Rhône-Alpes | 4,936,842 | 71.32 | 18,403 | 83.8
Bourgogne et Franche-Comté | 1,550,459 | 53.98 | 7,508 | 83.1
Bretagne | 1,799,348 | 51.67 | 3,728 | 85.9
Centre-Val de Loire | 1,323,435 | 50.31 | 4,669 | 83.7
Corse | 204,801 | 58.09 | 540 | 70.6
Grand Est | 3,194,661 | 59.26 | 15,174 | 82.0
Guadeloupe | 209,172 | 53.73 | 1,160 | 40.8
Guyane | 98,352 | 34.06 | 416 | 34.1
Hauts-de-France | 3,446,288 | 62.13 | 13,985 | 82.3
Martinique | 232,251 | 63.65 | 1,168 | 43.0
Mayotte | 40,536 | – | 166 | 54.2
Normandie | 1,742,636 | 51.28 | 5,679 | 86.3
Nouvelle Aquitaine | 3,300,204 | 53.17 | 8,048 | 85.4
Occitanie | 3,559,907 | 59.47 | 9,418 | 81.3
Pays de la Loire | 2,066,837 | 52.4 | 4,732 | 85.4
Provence-Alpes-Côte d'Azur | 3,324,009 | 88.21 | 14,438 | 78.5
Réunion | 528,504 | 60.0 | 1,009 | 66.8
Île-de-France | 7,095,470 | 57.09 | 29,350 | 83.4

## Predictions with Sarimax

For more details, see our GitHub
Note: Selected plots from this project have also been published on English and French Wikipedia. See for example: COVID-19 pandemic in France (Simple English Wikipedia)