Related research and data

• How experts use data to identify emerging COVID-19 success stories

Charts

• 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 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 vaccine doses donated to COVAX
• COVID-19 vaccine doses donated to COVAX, per capita
• COVID-19 vaccine doses donated to COVAX, per dose administered
• COVID-19 vaccine doses donated to COVAX, per million dollars of GDP
• 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
• Confirmed COVID-19 deaths per million vs. GDP per capita
• 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 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 vaccineLine chart
• 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 caseBar chart
• 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 number of people who received at least one dose of COVID-19 vaccine
• 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 available COVID-19 vaccine doses that have been used
• 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
• US: Total COVID-19 vaccine doses distributed
• US: Total COVID-19 vaccine doses distributed 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
• 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?