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Related research and data
Charts
- Annual research & development funding for infectious diseases
 - Are children eligible for COVID-19 vaccination?
 - Biweekly change in confirmed COVID-19 cases
 - Biweekly change in confirmed COVID-19 deaths
 - Biweekly confirmed COVID-19 cases
 - Biweekly confirmed COVID-19 cases per million people
 - Biweekly confirmed COVID-19 deaths
 - Biweekly confirmed COVID-19 deaths per million people
 - COVID-19 Containment and Health Index
 - COVID-19 testing policies
 - COVID-19 vaccination coverage worldwide
 - COVID-19 vaccination policy
 - COVID-19 vaccinations vs. COVID-19 deaths
 - COVID-19 vaccine boosters administered
 - COVID-19 vaccine boosters administered per 100 people
 - COVID-19 vaccine doses administered by manufacturer
 - COVID-19 vaccine doses administered per 100 people, by income group
 - COVID-19: Countries restricting gatherings of a given number of people
 - COVID-19: Countries with restrictions on international travels
 - COVID-19: Daily tests vs. daily new confirmed cases
 - COVID-19: Daily tests vs. daily new confirmed cases per million
 - COVID-19: Where are the world's unvaccinated people?
 - Cancellation of public events during COVID-19 pandemic
 - Chile: COVID-19 weekly death rate by vaccination status
 - Countries reporting data on COVID-19 vaccinations
 - Cumulative confirmed COVID-19 cases and deaths
 - Cumulative confirmed COVID-19 cases by world regionBy Region
 - Cumulative confirmed COVID-19 deaths by world region
 - Cumulative confirmed COVID-19 deaths vs. cases
 - Daily COVID-19 tests
 - Daily COVID-19 tests per 1,000 peopleRolling 7-day average
 - Daily COVID-19 vaccine doses administered
 - Daily and total confirmed COVID-19 deaths
 - Daily confirmed COVID-19 cases by world regionStacked area chart – by world region
 - Daily confirmed COVID-19 deaths by world region
 - Daily new confirmed COVID-19 cases and deaths
 - Daily new confirmed COVID-19 deaths in Sweden
 - Daily new estimated COVID-19 infections from the ICL model
 - Daily new estimated COVID-19 infections from the IHME model
 - Daily new estimated COVID-19 infections from the LSHTM model
 - Daily new estimated COVID-19 infections from the YYG model
 - Daily new estimated infections of COVID-19
 - Daily share of the population receiving a COVID-19 vaccine dose
 - Daily vs. total confirmed COVID-19 cases per million people
 - Debt or contract relief during the COVID-19 pandemic
 - Economic decline in the second quarter of 2020
 - Economic decline in the second quarter of 2020 vs. confirmed COVID-19 cases per million people
 - Economic decline in the second quarter of 2020 vs. total confirmed COVID-19 deaths (as of August 2020)
 - England: COVID-19 monthly death rate by vaccination status
 - Estimated cumulative excess deaths during COVIDFaceted Explorer version
 - Estimated cumulative excess deaths during COVID, from the WHO
 - Estimated cumulative excess deaths during COVID-19Non-Explorer, single-entity version
 - Estimated cumulative excess deaths per 100,000 people during COVID, from The Economist
 - Estimated cumulative excess deaths, from The Economist and the WHO
 - Estimated daily excess deaths during COVIDFaceted Explorer version
 - Estimated daily excess deaths during COVIDNon-Explorer, single-entity version
 - Estimated daily excess deaths per 100,000 people during COVID, from The Economist
 - Excess mortality: Cumulative deaths from all causes compared to projection based on previous yearsAbsolute deaths
 - Excess mortality: Cumulative deaths from all causes compared to projection based on previous yearsPercentage
 - Excess mortality: Cumulative deaths from all causes compared to projection based on previous years, per million people
 - Excess mortality: Deaths from all causes compared to average over previous yearsP-scores, average baseline
 - Excess mortality: Deaths from all causes compared to average over previous years, by ageP-scores, average baseline
 - Excess mortality: Deaths from all causes compared to projectionP-scores, projected baseline
 - Excess mortality: Deaths from all causes compared to projection based on previous years, by ageP-scores, projected baseline
 - Excess mortality: Raw number of deaths from all causes compared to projection based on previous yearsRaw death counts, stacked years
 - Excess mortality: Raw number of deaths from all causes compared to projection based on previous yearsRaw death counts, extended series
 - Face covering policies during the COVID-19 pandemic
 - Grocery and pharmacy stores: How did the number of visitors change relative to before the pandemic?
 - How did the number of visitors change since the beginning of the pandemic?
 - Imports of personal protective equipment (PPE)
 - Income support during the COVID-19 pandemic
 - International travel controls during the COVID-19 pandemic
 - Number of COVID-19 patients in ICU per million
 - Number of COVID-19 patients in hospital
 - Number of COVID-19 patients in hospital per million
 - Number of COVID-19 patients in intensive care (ICU)
 - Number of countries reporting data on COVID-19 vaccinations
 - Number of people who completed the initial COVID-19 vaccination protocol
 - Parks and outdoor spaces: How did the number of visitors change relative to before the pandemic?
 - Public information campaigns on the COVID-19 pandemic
 - Public transport closures during the COVID-19 pandemic
 - Residential areas: How did the time spent at home change relative to before the pandemic?
 - Restrictions on internal movement during the COVID-19 pandemic
 - Restrictions on public gatherings in the COVID-19 pandemic
 - Retail and recreation: How did the number of visitors change relative to before the pandemic?
 - SARS-CoV-2 sequences by variant
 - SARS-CoV-2 variants in analyzed sequences
 - School closures during the COVID-19 pandemic
 - Share of global daily COVID-19 vaccine doses administered as boosters
 - Share of people who completed the initial COVID-19 vaccination protocol
 - Share of people who completed the initial COVID-19 vaccination protocol by age
 - Share of people who received at least one dose of COVID-19 vaccine
 - Share of people with a COVID-19 booster dose by age
 - Share of people with at least one dose of COVID-19 vaccine by age
 - Share of total COVID-19 tests that were positive
 - Stay-at-home requirements during the COVID-19 pandemic
 - Sweden: Daily new confirmed COVID-19 deaths, by date of death
 - Switzerland: COVID-19 weekly death rate by vaccination status
 - Tests and new confirmed COVID-19 cases per day
 - Tests conducted per new confirmed case of COVID-19
 - The share of COVID-19 tests that are positive
 - Total COVID-19 testsLine chart
 - Total COVID-19 tests conducted vs. confirmed cases
 - Total COVID-19 tests conducted vs. confirmed cases per million
 - Total COVID-19 tests per 1,000 peopleLine chart
 - Total COVID-19 tests per 1,000 vs. GDP per capita
 - Total COVID-19 tests per confirmed case
 - Total COVID-19 vaccine doses administered
 - Total COVID-19 vaccine doses administered per 100 people
 - Total confirmed COVID-19 cases vs. deaths per million
 - Total confirmed COVID-19 deaths and cases per million people
 - Total confirmed deaths due to COVID-19 vs. population
 - Total contributions to our COVID-19 data repository
 - Total number of people who received at least one dose of COVID-19 vaccine
 - Total users who contributed to our COVID-19 data repository
 - Transit stations: How did the number of visitors change relative to before the pandemic?
 - UK: Cumulative confirmed COVID-19 deaths per 100,000
 - UK: Daily new confirmed COVID-19 cases
 - UK: Daily new confirmed COVID-19 cases per 100,000
 - UK: Daily new confirmed COVID-19 deaths
 - UK: Daily new hospital admissions for COVID-19
 - UK: Number of COVID-19 patients in hospital
 - UK: Share of COVID-19 tests that are positive
 - US: Daily COVID-19 vaccine doses administered
 - US: Daily COVID-19 vaccine doses administered per 100 people
 - US: Number of people who completed the initial COVID-19 vaccination protocol
 - US: Number of people who received at least one dose of COVID-19 vaccine
 - US: Share of people who completed the initial COVID-19 vaccination protocol
 - US: Share of people who received at least one dose of COVID-19 vaccine
 - US: Total COVID-19 vaccine doses administered
 - US: Total COVID-19 vaccine doses administered per 100 people
 - United States: COVID-19 weekly death rate by vaccination status
 - Week by week change in confirmed COVID-19 cases
 - Week by week change of confirmed COVID-19 deaths
 - Weekly confirmed COVID-19 cases
 - Weekly confirmed COVID-19 cases per million people
 - Weekly confirmed COVID-19 deaths
 - Weekly confirmed COVID-19 deaths per million people
 - Weekly new ICU admissions for COVID-19
 - Weekly new ICU admissions for COVID-19 per million
 - Weekly new hospital admissions for COVID-19
 - Weekly new hospital admissions for COVID-19 per million
 - Weekly number of users contributing to our COVID-19 data repository
 - Which countries do COVID-19 contact tracing?
 - Willingness to get vaccinated against COVID-19by month
 - Workplace closures during the COVID-19 pandemic
 - Workplaces: How did the number of visitors change relative to before the pandemic?