Disability-adjusted life years: Mental and substance use disorders, age-standardized rate. Disease burden rates from cancers. Domestic food price volatility index. Drowning death rates — children under the age of 5. Drug use disorder DALYs, age-standardized rate. Eating disorder DALYs, age-standardized rate.
Economic Freedom Score. Egg production. Eggs per bird. Energy imports and exports. Energy intensity. Energy intensity of economies. Expected years of living with disability or disease burden. Exports of goods and services by income group. Fat supply by region. Fertility rate over the long-term. Fertilizer application rates over the long-run.
Fixed broadband subscriptions per people. Food aid received. Foreign direct investment, net inflows as share of GDP. Foreign direct investment, net outflows as share of GDP. Freshwater withdrawals as a share of internal resources. Fruit consumption per capita. GDP in British pounds. Gap to reach the target share of people receiving antiretroviral therapy. Global Hunger Index.
Global capture fishery production. Global meat demand if everyone ate like the average citizen of Government expenditure on primary education by country. Government expenditure on secondary education by country, Government revenue as a share of GDP.
Government spending. Grape production. Greenhouse gas emissions per capita. Greenhouse gas emissions per capita per day. Gross official development assistance ODA for medical research and basic heath sectors.
HIV expenditure on prevention and treatment. Has country already reached SDG target for access to sanitation? Has country already reached SDG target on child mortality? Has country already reached SDG target on clean cooking fuels? Has country already reached SDG target on electricity access? Has country already reached SDG target on improved water access?
Has country already reached SDG target on maternal mortality? Has country already reached SDG target on neonatal mortality? Healthcare Access and Quality Index.
Healthcare expenditure. Hepatitis B incidence rate. Heptatitis death rate. Historical Index of Human Development. Hospital beds per 1, people. Human Rights Scores. Human Rights Violations. Humanitarian aid received. Humanitarian and food aid received. Incidence of venomous animal contact. Industrial water withdrawal. Infectious disease death rates.
Insecticide use. Installed wind energy capacity. Internally displaced persons from natural disasters. International tourism: Number of arrivals.
Is the chief executive and legislature appointed through popular elections? Is voting compulsory in national elections? Lettuce yields. Life expectancy. A: Child mortality rate per 1, live births. A: Maternal mortality ratio per , live births. Maize production. Maize yields. Male-to-female ratio of suicide rates. Mean body mass index BMI in men. Mean body mass index BMI in women. Meat production. Meat supply per person. Median Age.
Mental and substance use disorders as a share of total disease burden. Mental health disorders as a share of total disease burden. Methane emissions. Military expenditure as a share of GDP. Military expenditure as share of GDP. Military expenditure per capita. Military personnel. Military personnel as share of the population. Milk per animal. Milk production. Mobile cellular subscriptions by country. Mortality caused by road traffic injury per , people.
Mortality from non-communicable diseases. Municipal water as a share of total water withdrawals. Municipal water withdrawal. National GDP.
National average learning outcomes. Natural disaster deaths by country. Net migration. New business density new registrations per 1, people ages New tetanus infections per , people.
Nitrous oxide emissions. Number of cattle. Number of children per who died before they were five years old per woman. Number of deaths from air pollution.
Number of deaths from drug use disorders. Number of deaths from indoor air pollution. Number of deaths from natural disasters. Number of deaths from outdoor air pollution. Number of deaths from pneumonia in children under 5.
Number of deaths from road injuries. Number of deaths from tetanus. Number of executions. Number of homicide deaths.
Number of hospital beds. Number of internet users by country. Number of neonatal deaths. Number of new cases of HIV. Number of new neonatal tetanus cases per million. Number of non-fatal injuries from terrorist attacks.
Number of people living with HIV. Number of people requiring interventions against neglected tropical diseases NTDs. Number of people requiring interventions for neglected tropical diseases. Number of people using at least basic sanitation facilities. Number of people with access to at least basic drinking water.
Number of people with alcohol or drug use disorders. Number of people with an eating disorder. Number of people with anxiety disorders. Number of people with bipolar disorder. Number of people with cancer. Number of people with depression by country. Number of people with drug use disorders. Number of people with mental health disorders. Number of people with schizophrenia. Number of poultry birds. Number of preterm births. Number of suicide deaths from firearms.
Number of terrorist attacks. Number of tourist departures per people. Number of under-five deaths. Number with an alcohol use disorder. Old-age dependency ratio. Orange production. Orange yields. Out-of-pocket expenditure per capita on healthcare. Outdoor air pollution death rate. Patent applications per million residents. Per capita alcohol consumption, kilograms per year.
Per capita egg consumption. Per capita methane emissions. Per capita milk consumption. Per capita nitrous oxide emissions. Percentage of firms with a top female manager. Percentage of individuals using the internet by country. Personal remittances as a share of GDP.
Personal remittances paid. Personal remittances received. Pesticide use. Pesticide use per hectare of cropland. Political Regime. Political Regime — distinction democracies and full democracies. Political regimes over time. Population density. Population in urban agglomerations of more than 1 million.
Potato production. Potato yields. Poultry meat per animal. Poultry production. Power outages in firms in a typical month. Prevalence of anemia in children. Prevalence of anemia in pregnant women. Prevalence of anemia in women of reproductive age. Prevalence of autistic spectrum disorder. Prevalence of daily smoking in populations aged 10 and older. Prevalence of obesity in adult females. Prevalence of obesity in adult males. Primary energy consumption. Primary school completion rate.
Projected share of the population in extreme poverty. Proportion of labor force who are women. Proportion of women in ministerial positions.
Proportion of women who make their own informed health care decisions. Proportion of youth aged 15—24 years not in education, employment or training. Protein supply by region. Public expenditure on healthcare as percent of total healthcare expenditure. Public expenditure on healthcare by country income groups.
Rank in the Economic Complexity Index. Refugee population by country or territory of asylum. Refugee population by country or territory of origin. Renewable freshwater resources per capita. Reported cases of measles. Reported paralytic polio cases per 1 million people. Respiratory disease death rate. Rice yields. Risk of catastrophic expenditure for surgical care.
Road traffic deaths. Schizophrenia DALYs, age-standardized rate. Scientific and technical journal articles. Scientific and technical journal publications per million residents. Secure Internet servers. Sesame seed production. Sex ratio at birth. Sex ratio at birth Chao et al.
Sex ratio of five-year-olds. Share of Out-of-Pocket Expenditure on Healthcare. Share of adult men overweight or obese. Share of adult women overweight or obese. Share of adults that are obese. Share of adults that are overweight or obese. Share of agricultural land which is irrigated. Share of children in employment. Share of children who are overweight. Share of children who receive key vaccines in target populations.
Share of children with a respiratory infection taken to a healthcare provider. Share of children with symptoms of pneumonia who are taken to a health provider. In a separate post we discuss how epidemiological models of COVID help us estimate the true number of infections. This chart shows the number of daily tests per thousand people. Because the number of tests is often volatile from day to day, we show the figures as a seven-day rolling average.
The number of tests does not refer to the same thing in each country — one difference is that some countries report the number of people tested, while others report the number of tests which can be higher if the same person is tested more than once. And other countries report their testing data in a way that leaves it unclear what the test count refers to exactly. We indicate the differences in the chart and explain them in detail in our accompanying source descriptions.
To understand the risks and respond appropriately we would also want to know the mortality risk of COVID — the likelihood that someone who is infected with the disease will die from it. We look into this question in more detail on our page about the mortality risk of COVID , where we explain that this requires us to know — or estimate — the number of total cases and the final number of deaths for a given infected population.
Because these are not known , we discuss what the current data can and can not tell us about the risk of death. How do the cumulative number of confirmed deaths and cases compare? The case fatality rate is the number of confirmed deaths divided by the number of confirmed cases.
During an outbreak — and especially when the total number of cases is not known — one has to be very careful in interpreting the CFR. We wrote a detailed explainer on what can and can not be said based on current CFR figures. This tracker collects publicly available information on 17 indicators of government responses, spanning containment and closure policies such as school closures and restrictions in movement ; economic policies; and health system policies such as testing regimes.
Travel bans, stay-at-home restrictions, school closures — how have countries responded to the pandemic? Explore the data on all policy measures. The chart here shows how governmental response has changed over time. It shows the Government Stringency Index — a composite measure of the strictness of policy responses. The index on any given day is calculated as the mean score of nine policy measures, each taking a value between 0 and You can see all of these separately on our page on policy re s ponses.
There you can also compare these responses in countries across the world. None selected. Confirmed cases. Which world regions have the most daily confirmed cases? Daily confirmed cases by region. What is important to note about these case figures? The reported case figures on a given date do not necessarily show the number of new cases on that day — this is due to delays in reporting. The actual number of cases is likely to be much higher than the number of confirmed cases — this is due to limited testing.
Five quick reminders on how to interact with this chart By clicking on Add country you can show and compare the data for any country in the world you are interested in.
If you click on the title of the chart, the chart will open in a new tab. You can then copy-paste the URL and share it. If you move both ends of the time-slider to a single point you will see a bar chart for that point in time. Three tips on how to interact with this map By clicking on any country on the map you see the change over time in this country. By moving the time slider below the map you can see how the global situation has changed over time. You can focus on a particular world region using the dropdown menu to the top-right of the map.
Which world regions have the most cumulative confirmed cases? Cumulative confirmed cases by region. Tests conducted vs. In all our charts you can download the data We want everyone to build on top of our work and therefore we always make all our data available for download.
This chart shows the cumulative number of confirmed cases per million people. Why is it useful to look at biweekly changes in confirmed cases? Click to open interactive version. What is the weekly number of confirmed cases? Weekly confirmed cases per million people. What is the weekly change growth rate in confirmed cases?
Weekly change in confirmed cases. Global confirmed cases in comparison. Confirmed deaths. Which world regions have the most daily confirmed deaths? Daily confirmed deaths by region. Three points on confirmed death figures to keep in mind All three points are true for all currently available international data sources on COVID deaths: The actual death toll from COVID is likely to be higher than the number of confirmed deaths — this is due to limited testing and problems in the attribution of the cause of death.
The difference between reported confirmed deaths and actual deaths varies by country. The death figures on a given date do not necessarily show the number of new deaths on that day, but the deaths reported on that day. Since reporting can vary significantly from day to day — irrespectively of any actual variation of deaths — it is helpful to view the seven-day rolling average of the daily figures as we do in the chart here.
Why adjust for the size of the population? Which world regions have the most cumulative confirmed deaths? Cumulative confirmed deaths by region. Cumulative vs. This chart shows the cumulative number of confirmed deaths per million people. Why is it useful to look at biweekly changes in deaths? What is the weekly number of confirmed deaths?
Weekly confirmed deaths per million people. What is the weekly change growth rate in confirmed deaths? Weekly change in confirmed deaths.
Global confirmed deaths in comparison. How many vaccine doses are administered each day not population adjusted? US state-by-state data: Daily vaccine doses administered.
US state-by-state data: Daily vaccine doses administered per people. How many vaccine doses have been administered in total not population adjusted? US state-by-state data: Total vaccine doses administered. US state-by-state data: Total vaccine doses administered per people. How many people have received at least one vaccine dose? Number who have received at least one dose of the vaccine. US state-by-state data: Number who have received at least one dose of the vaccine. US state-by-state data: Share who have received at least one dose of the vaccine.
Why is data on testing important? The testing dataset is updated around twice a week. And as with all our work, it is freely accessible for everyone.
The data can be downloaded here on GitHub. We see enormous differences across countries. Others, such as Mexico, several South American countries, and Nigeria, only do a handful of tests — five or fewer — for every confirmed case.
It can also be helpful to think of the positive rate the other way around:. Total tests per confirmed case. Daily tests vs.
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