Updated daily
View our work on COVID-19 vaccinationsExcess mortality: Deaths from all causes compared to projection based on previous years
The percentage difference between the reported number of weekly or monthly deaths in 2020–2021 and the projected number of deaths for the same period based on
previous years. The reported number might not count all deaths that occurred due to incomplete coverage and delays in reporting.
- More
Jan 5, 2020
Nov 7, 2021
All our related research and data
Charts
- 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 Stringency Index
- COVID-19 Testing Policies
- COVID-19 death rate vs. Population density
- COVID-19 vaccination policy
- COVID-19 vaccine booster doses administered
- COVID-19 vaccine booster doses administered per 100 people
- COVID-19 vaccine doses administered
- COVID-19 vaccine doses administered by manufacturer
- COVID-19 vaccine doses administered per 100 people
- COVID-19: Containment and Health Index
- COVID-19: Daily new confirmed cases vs cumulative cases
- COVID-19: Daily new confirmed cases vs cumulative cases
- COVID-19: Daily tests vs. Daily new confirmed cases
- COVID-19: Daily tests vs. Daily new confirmed cases per million
- Cancellation of public events during COVID-19 pandemic
- Case fatality rate of COVID-19 vs. Median age of the population
- Case fatality rate of the ongoing COVID-19 pandemic
- Case fatality rate vs. Tests per confirmed case
- Case fatality rate vs. Total confirmed COVID-19 deaths
- Confirmed COVID-19 deaths per million vs GDP per capita
- Confirmed COVID-19 deaths vs. Population density
- Cumulative COVID-19 tests, confirmed cases and deaths
- Cumulative COVID-19 tests, confirmed cases and deaths per million people
- Cumulative confirmed COVID-19 casesMap and country time-series
- Cumulative confirmed COVID-19 casesBy Region
- Cumulative confirmed COVID-19 cases and deaths
- Cumulative confirmed COVID-19 cases per million vs. GDP per capita
- Cumulative confirmed COVID-19 deathsBy Region
- Cumulative confirmed COVID-19 deaths vs. cases
- Daily COVID-19 tests
- Daily COVID-19 tests
- Daily COVID-19 tests per thousand people
- Daily COVID-19 tests per thousand peopleRolling 7-day average
- Daily COVID-19 vaccine doses administered
- Daily COVID-19 vaccine doses administered per 100 people
- Daily and total confirmed COVID-19 deaths
- Daily and total confirmed COVID-19 deaths per million
- Daily confirmed COVID-19 casesMap and country time-series
- Daily confirmed COVID-19 casesStacked area chart – by world region
- Daily confirmed COVID-19 cases and deaths
- Daily confirmed COVID-19 cases per million people
- Daily confirmed COVID-19 cases per million, 3-day rolling average
- Daily confirmed COVID-19 cases per million: which countries are bending the curve?Trajectories
- Daily confirmed COVID-19 cases, rolling 7-day average
- Daily confirmed COVID-19 cases: which countries are bending the curve?
- Daily confirmed COVID-19 deathsMap and time-series
- Daily confirmed COVID-19 deathsBy Region
- Daily confirmed COVID-19 deaths per million people
- Daily confirmed COVID-19 deaths per million, 3-day rolling average
- Daily confirmed COVID-19 deaths per million, rolling 7-day average
- Daily confirmed COVID-19 deaths per million: which countries are bending the curve?Trajectories
- Daily confirmed COVID-19 deaths, rolling 7-day average
- Daily confirmed COVID-19 deaths: which countries are bending the curve?Trajectories
- Daily new confirmed COVID-19 cases and deaths
- Daily new confirmed cases of COVID-19
- Daily new confirmed cases of COVID-19
- Daily new confirmed cases of COVID-19 per million people
- 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 tests per thousand peopleSince total confirmed cases reached 1 per million
- Daily vs. Total confirmed COVID-19 cases
- Daily vs. Total confirmed COVID-19 cases per million people
- Daily vs. Total confirmed COVID-19 deaths per million
- Daily vs. cumulative confirmed deaths due to COVID-19
- Debt or contract relief during the COVID-19 pandemic
- Excess mortality: Cumulative deaths from all causes compared to projection based on previous years
- Excess mortality: Cumulative number of deaths from all causes compared to projection based on previous years
- 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 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
- Face covering policies during the COVID-19 pandemic
- Government Response Stringency Index vs. Biweekly change in confirmed COVID-19 cases
- Grocery and pharmacy stores: How did the number of visitors change since the beginning of the pandemic?
- How did the number of visitors change since the beginning of the pandemic?
- 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 fully vaccinated against COVID-19
- Number of people who received at least one dose of COVID-19 vaccine
- Number of tests per confirmed case vs. Total confirmed COVID-19 cases per million people
- Parks and outdoor spaces: How did the number of visitors change since the beginning of the pandemic?
- Per capita: COVID-19 tests vs. Confirmed deaths
- Per capita: tests for COVID-19 vs. Confirmed cases
- 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 since the beginning of 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 since the beginning of the pandemic?
- SARS-CoV-2 sequences by variant
- SARS-CoV-2 variants in analyzed sequences
- School closures during the COVID-19 pandemic
- Share among unvaccinated people who would get a COVID-19 vaccine this week if it was available to them
- Share of COVID-19 tests that were positiveOver time, since 5th death was confirmed
- Share of SARS-CoV-2 sequences that are the delta variant
- Share of people fully vaccinated against COVID-19 by age
- Share of people partly vaccinated against COVID-19 by age
- Share of people that have received at least one dose of the COVID-19 vaccine by age
- Share of people who received at least one dose of COVID-19 vaccine
- Share of the population fully vaccinated against COVID-19
- Share of total COVID-19 tests that were positive
- Stay-at-home requirements during the COVID-19 pandemic
- Tests conducted per new confirmed case of COVID-19
- Tests per confirmed case – total vs. Case fatality rate
- Tests per thousand since the 100th confirmed case of COVID-19
- Tests per thousand since the 5th confirmed death due to COVID-19
- The share of COVID-19 tests that are positive
- Total COVID-19 testsLine chart
- Total COVID-19 testsMap chart
- Total COVID-19 tests conducted vs. Confirmed cases
- Total COVID-19 tests conducted vs. Confirmed casesPositive rate comparison
- Total COVID-19 tests conducted vs. Confirmed cases per million
- Total COVID-19 tests for each confirmed case
- Total COVID-19 tests for each confirmed caseBar chart
- Total COVID-19 tests per 1,000 peopleLine chart
- Total COVID-19 tests per 1,000 peopleMap chart
- Total COVID-19 tests per 1,000 peopleBar chart
- Total COVID-19 tests per 1,000 vs. GDP per capita
- Total COVID-19 tests per 1,000: how are testing rates changing?Since daily new confirmed deaths due to COVID-19 reached 0.1 per million
- Total COVID-19 tests per 1,000: how are testing rates changing?Since daily new confirmed deaths due to COVID-19 reached 0.1 per million
- Total and daily confirmed COVID-19 cases
- Total and daily confirmed COVID-19 cases per million people
- Total confirmed COVID-19 casesBy Income Group
- Total confirmed COVID-19 cases per million peopleMap and country time-series
- Total confirmed COVID-19 cases per million: how rapidly are they increasing?Trajectories
- Total confirmed COVID-19 cases vs. deaths per million
- Total confirmed COVID-19 cases, by source
- Total confirmed COVID-19 cases: how rapidly are they increasing?Trajectories
- Total confirmed COVID-19 deathsMap and country time-series
- Total confirmed COVID-19 deathsBy Income Group
- Total confirmed COVID-19 deaths and cases per million people
- Total confirmed COVID-19 deaths per million people
- Total confirmed COVID-19 deaths per million vs GDP per capita
- Total confirmed COVID-19 deaths per million: how rapidly are they increasing?
- Total confirmed COVID-19 deaths: how rapidly are they increasing?Trajectories
- Total confirmed deaths due to COVID-19 vs. Population
- Total confirmed deaths from COVID-19, by source
- Total number of COVID-19 tests per confirmed case
- Transit stations: How did the number of visitors change since the beginning of the pandemic?
- Week by week change in confirmed COVID-19 cases
- Week by week change of confirmed COVID-19 cases vs. GDP per capita
- Week by week change of confirmed COVID-19 deaths
- Week by week change of confirmed COVID-19 deaths vs. GDP per capita
- Weekly case growth rate vs. daily case rate
- 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 death growth rate vs. daily death rate
- 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?
- Workplace closures during the COVID-19 pandemic
- Workplaces: How did the number of visitors change since the beginning of the pandemic?